From e63bd8318444027c1bed51bd92c41c60132433a8 Mon Sep 17 00:00:00 2001 From: dmurfet Date: Wed, 6 May 2026 09:32:43 -0700 Subject: [PATCH 1/2] TwoD/cleanup: refactor SemiDegenerate + PureQuartic through AddSeparable MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Refactor the two existing 2D files to use the Laplace.TwoD.AddSeparable abstraction landed in Tide 12, instead of re-deriving the partition factorisation and integral_pow_pow_factor case-by-case. Public theorem statements unchanged; only internal proofs change. Three pieces: 1. AddSeparable.lean: drop the unused integrability hypotheses on `partitionFunction_addSeparable_factor` and `integral_separable_addSeparable` (the proof bodies are unchanged since `MeasureTheory.integral_prod_mul` is unconditional). The `gibbsExpectation_separable_addSeparable` and `gibbsCov_addSeparable_fst_snd_eq_zero` lemmas also lose the no-longer-needed weight integrability hypotheses; the `≠ 0` hypotheses on the partition functions stay (those are load-bearing). 2. SemiDegenerate.lean: add `[simp]` bridge lemma `semiDegeneratePotential_eq_addSeparable` and rewrite the proofs of `partitionFunction_factor` and `integral_pow_pow_factor` as one-line applications of the AddSeparable lemmas through the bridge. The `exp_neg_t_semiDegenerate_eq_mul` lemma becomes a corollary of `exp_neg_t_addSeparable_eq_mul` via the bridge. 3. PureQuartic.lean: same refactor with `pureQuarticPotential_eq_addSeparable`. Net delta: −22 lines across the three files, 0 sorry/axiom/native_decide. The headline `cov_affine_*` theorems and the moment lemmas (`gibbsExpectation_fst`/`snd`/`fst_mul_snd`/`fst_sq`/`snd_sq`) are unchanged and continue to build through the refactored proofs. Tide deliberation log: sri/projects/primer/tide-log/2026-05-06-tide-twod-cleanup.md Co-Authored-By: Claude Opus 4.7 (1M context) --- Laplace/TwoD/AddSeparable.lean | 43 +++++++++--------------- Laplace/TwoD/PureQuartic.lean | 51 +++++++++++++---------------- Laplace/TwoD/SemiDegenerate.lean | 56 +++++++++++++++----------------- 3 files changed, 64 insertions(+), 86 deletions(-) diff --git a/Laplace/TwoD/AddSeparable.lean b/Laplace/TwoD/AddSeparable.lean index 178129a..ec08770 100644 --- a/Laplace/TwoD/AddSeparable.lean +++ b/Laplace/TwoD/AddSeparable.lean @@ -55,12 +55,12 @@ lemma exp_neg_t_addSeparable_eq_mul (U V : ℝ → ℝ) (t : ℝ) (z : ℝ × show (-(t * (U z.1 + V z.2)) : ℝ) = -(t * U z.1) + -(t * V z.2) from by ring, Real.exp_add] -/-- **Partition-function factorisation**: under integrability of each marginal -Boltzmann weight, `Z_2D(t) = Z_U(t) · Z_V(t)`. -/ +/-- **Partition-function factorisation**: `Z_2D(t) = Z_U(t) · Z_V(t)`. +Unconditional: `MeasureTheory.integral_prod_mul` is unconditional, so the +factorisation holds even when the 1D weights are not Lebesgue-integrable +(both sides are `0` by Bochner convention in that case). -/ theorem partitionFunction_addSeparable_factor - {U V : ℝ → ℝ} {t : ℝ} - (_hU : Integrable (fun x : ℝ => Real.exp (-(t * U x)))) - (_hV : Integrable (fun y : ℝ => Real.exp (-(t * V y)))) : + (U V : ℝ → ℝ) (t : ℝ) : partitionFunction (addSeparable U V) t = Laplace.partitionFunction U t * Laplace.partitionFunction V t := by unfold partitionFunction Laplace.partitionFunction @@ -73,11 +73,10 @@ theorem partitionFunction_addSeparable_factor (g := fun y : ℝ => Real.exp (-(t * V y))) /-- **Separable-observable factorisation**: for an integrand `f(x) · g(y) · e^{-tL}`, -the 2D integral factors as a product of 1D weighted integrals. -/ +the 2D integral factors as a product of 1D weighted integrals. +Unconditional, for the same reason as `partitionFunction_addSeparable_factor`. -/ theorem integral_separable_addSeparable - {U V : ℝ → ℝ} {t : ℝ} (f g : ℝ → ℝ) - (_hf : Integrable (fun x : ℝ => f x * Real.exp (-(t * U x)))) - (_hg : Integrable (fun y : ℝ => g y * Real.exp (-(t * V y)))) : + (U V : ℝ → ℝ) (t : ℝ) (f g : ℝ → ℝ) : (∫ z : ℝ × ℝ, f z.1 * g z.2 * Real.exp (-(t * addSeparable U V z))) = (∫ x : ℝ, f x * Real.exp (-(t * U x))) * (∫ y : ℝ, g y * Real.exp (-(t * V y))) := by @@ -97,17 +96,13 @@ nonzero, the 2D Gibbs expectation of a separable observable factors. -/ theorem gibbsExpectation_separable_addSeparable {U V : ℝ → ℝ} {t : ℝ} (f g : ℝ → ℝ) (hZU_ne : Laplace.partitionFunction U t ≠ 0) - (hZV_ne : Laplace.partitionFunction V t ≠ 0) - (hU : Integrable (fun x : ℝ => Real.exp (-(t * U x)))) - (hV : Integrable (fun y : ℝ => Real.exp (-(t * V y)))) - (hf : Integrable (fun x : ℝ => f x * Real.exp (-(t * U x)))) - (hg : Integrable (fun y : ℝ => g y * Real.exp (-(t * V y)))) : + (hZV_ne : Laplace.partitionFunction V t ≠ 0) : gibbsExpectation (addSeparable U V) t (fun z => f z.1 * g z.2) = Laplace.gibbsExpectation U t f * Laplace.gibbsExpectation V t g := by unfold gibbsExpectation Laplace.gibbsExpectation - rw [partitionFunction_addSeparable_factor hU hV] - rw [integral_separable_addSeparable f g hf hg] + rw [partitionFunction_addSeparable_factor] + rw [integral_separable_addSeparable] field_simp /-- **Mixed-covariance vanishing**: under a product/separable Gibbs measure, @@ -116,24 +111,17 @@ observable is zero. The structural payoff of separability. -/ theorem gibbsCov_addSeparable_fst_snd_eq_zero {U V : ℝ → ℝ} {t : ℝ} (f g : ℝ → ℝ) (hZU_ne : Laplace.partitionFunction U t ≠ 0) - (hZV_ne : Laplace.partitionFunction V t ≠ 0) - (hU : Integrable (fun x : ℝ => Real.exp (-(t * U x)))) - (hV : Integrable (fun y : ℝ => Real.exp (-(t * V y)))) - (hf : Integrable (fun x : ℝ => f x * Real.exp (-(t * U x)))) - (hg : Integrable (fun y : ℝ => g y * Real.exp (-(t * V y)))) : + (hZV_ne : Laplace.partitionFunction V t ≠ 0) : gibbsCov (addSeparable U V) t (fun z => f z.1) (fun z => g z.2) = 0 := by unfold gibbsCov -- Step 1: ⟨f(z.1) · g(z.2)⟩ = ⟨f⟩_U · ⟨g⟩_V (separable-observable factorisation). - rw [show (fun z : ℝ × ℝ => f z.1 * g z.2) = - (fun z : ℝ × ℝ => f z.1 * g z.2) from rfl] - rw [gibbsExpectation_separable_addSeparable f g hZU_ne hZV_ne hU hV hf hg] + rw [gibbsExpectation_separable_addSeparable f g hZU_ne hZV_ne] -- Step 2: ⟨f(z.1)⟩_2D = ⟨f⟩_U (collapse with g = 1). have hExp_f : gibbsExpectation (addSeparable U V) t (fun z => f z.1) = Laplace.gibbsExpectation U t f := by have h := gibbsExpectation_separable_addSeparable f (fun _ => (1 : ℝ)) - hZU_ne hZV_ne hU hV hf - (by simpa using hV) + hZU_ne hZV_ne have hg1 : Laplace.gibbsExpectation V t (fun _ => (1 : ℝ)) = 1 := Laplace.gibbsExpectation_const V t 1 hZV_ne rw [show (fun z : ℝ × ℝ => f z.1 * (1 : ℝ)) = (fun z : ℝ × ℝ => f z.1) from by @@ -143,8 +131,7 @@ theorem gibbsCov_addSeparable_fst_snd_eq_zero have hExp_g : gibbsExpectation (addSeparable U V) t (fun z => g z.2) = Laplace.gibbsExpectation V t g := by have h := gibbsExpectation_separable_addSeparable (fun _ => (1 : ℝ)) g - hZU_ne hZV_ne hU hV - (by simpa using hU) hg + hZU_ne hZV_ne have hf1 : Laplace.gibbsExpectation U t (fun _ => (1 : ℝ)) = 1 := Laplace.gibbsExpectation_const U t 1 hZU_ne rw [show (fun z : ℝ × ℝ => (1 : ℝ) * g z.2) = (fun z : ℝ × ℝ => g z.2) from by diff --git a/Laplace/TwoD/PureQuartic.lean b/Laplace/TwoD/PureQuartic.lean index 845a705..0daa119 100644 --- a/Laplace/TwoD/PureQuartic.lean +++ b/Laplace/TwoD/PureQuartic.lean @@ -65,35 +65,38 @@ noncomputable def pureQuarticPotential : ℝ × ℝ → ℝ := /-! ## Boltzmann factor decomposition -/ +/-! ## Bridge to the additively-separable abstraction -/ + +/-- The pure-quartic 2D potential is an additively-separable potential +with both marginals equal to the 1D quartic. -/ +@[simp] lemma pureQuarticPotential_eq_addSeparable : + pureQuarticPotential = + addSeparable Laplace.OneD.quarticPotential Laplace.OneD.quarticPotential := by + funext z + simp only [pureQuarticPotential_apply, addSeparable_apply, + Laplace.OneD.quarticPotential_apply] + /-- The Boltzmann factor for `L(x,y) = x⁴/24 + y⁴/24` factorises as a product -of quartic factors in `x` and `y`. -/ +of quartic factors in `x` and `y`. Corollary of `exp_neg_t_addSeparable_eq_mul` +via the bridge above. -/ lemma exp_neg_t_pureQuartic_eq_mul (t : ℝ) (z : ℝ × ℝ) : Real.exp (-(t * pureQuarticPotential z)) = Real.exp (-(t * Laplace.OneD.quarticPotential z.1)) * Real.exp (-(t * Laplace.OneD.quarticPotential z.2)) := by - rw [pureQuarticPotential_apply, Laplace.OneD.quarticPotential_apply, - Laplace.OneD.quarticPotential_apply] - rw [show -(t * (z.1 ^ 4 / 24 + z.2 ^ 4 / 24)) = - -(t * (z.1 ^ 4 / 24)) + -(t * (z.2 ^ 4 / 24)) from by ring] - exact Real.exp_add _ _ + rw [pureQuarticPotential_eq_addSeparable] + exact exp_neg_t_addSeparable_eq_mul _ _ t z /-! ## Partition function factorisation -/ /-- The 2D partition function factorises into the square of the 1D quartic -partition function. -/ +partition function. Application of `partitionFunction_addSeparable_factor` +via the bridge. -/ theorem partitionFunction_factor (t : ℝ) : partitionFunction pureQuarticPotential t = Laplace.partitionFunction Laplace.OneD.quarticPotential t * Laplace.partitionFunction Laplace.OneD.quarticPotential t := by - unfold partitionFunction Laplace.partitionFunction - rw [show (fun z : ℝ × ℝ => Real.exp (-(t * pureQuarticPotential z))) = - (fun z : ℝ × ℝ => - Real.exp (-(t * Laplace.OneD.quarticPotential z.1)) * - Real.exp (-(t * Laplace.OneD.quarticPotential z.2))) from by - funext z; exact exp_neg_t_pureQuartic_eq_mul t z] - exact MeasureTheory.integral_prod_mul - (f := fun x : ℝ => Real.exp (-(t * Laplace.OneD.quarticPotential x))) - (g := fun y : ℝ => Real.exp (-(t * Laplace.OneD.quarticPotential y))) + rw [pureQuarticPotential_eq_addSeparable] + exact partitionFunction_addSeparable_factor _ _ _ /-- Closed form for the partition function: `Z_2D(t) = ((1/2) · (24/t)^{1/4} · Γ(1/4))²`. -/ @@ -114,23 +117,15 @@ theorem partitionFunction_pos {t : ℝ} (ht : 0 < t) : /-- The 2D moment integral of a separable monomial `z.1^m · z.2^n` against the pure-quartic Gibbs weight factorises into the product of 1D moment -integrals. -/ +integrals. Application of `integral_separable_addSeparable` at +`f = fun x ↦ x^m`, `g = fun y ↦ y^n` via the bridge. -/ theorem integral_pow_pow_factor (t : ℝ) (m n : ℕ) : (∫ z : ℝ × ℝ, z.1 ^ m * z.2 ^ n * Real.exp (-(t * pureQuarticPotential z))) = (∫ x : ℝ, x ^ m * Real.exp (-(t * Laplace.OneD.quarticPotential x))) * (∫ y : ℝ, y ^ n * Real.exp (-(t * Laplace.OneD.quarticPotential y))) := by - rw [show (fun z : ℝ × ℝ => z.1 ^ m * z.2 ^ n * - Real.exp (-(t * pureQuarticPotential z))) = - (fun z : ℝ × ℝ => - (z.1 ^ m * Real.exp (-(t * Laplace.OneD.quarticPotential z.1))) * - (z.2 ^ n * Real.exp (-(t * Laplace.OneD.quarticPotential z.2)))) from by - funext z - rw [exp_neg_t_pureQuartic_eq_mul t z] - ring] - exact MeasureTheory.integral_prod_mul - (f := fun x : ℝ => x ^ m * Real.exp (-(t * Laplace.OneD.quarticPotential x))) - (g := fun y : ℝ => y ^ n * Real.exp (-(t * Laplace.OneD.quarticPotential y))) + simp only [pureQuarticPotential_eq_addSeparable] + exact integral_separable_addSeparable _ _ _ (fun x => x ^ m) (fun y => y ^ n) /-! ## Specialised moments needed for affine covariance -/ diff --git a/Laplace/TwoD/SemiDegenerate.lean b/Laplace/TwoD/SemiDegenerate.lean index 637526c..774f782 100644 --- a/Laplace/TwoD/SemiDegenerate.lean +++ b/Laplace/TwoD/SemiDegenerate.lean @@ -73,39 +73,43 @@ noncomputable def semiDegeneratePotential (lam : ℝ) : ℝ × ℝ → ℝ := @[simp] lemma semiDegeneratePotential_apply (lam : ℝ) (z : ℝ × ℝ) : semiDegeneratePotential lam z = lam / 2 * z.2 ^ 2 + z.1 ^ 4 / 24 := rfl +/-! ## Bridge to the additively-separable abstraction -/ + +/-- The semi-degenerate potential is an additively-separable potential +with `U = quartic` and `V = harmonic`. -/ +@[simp] lemma semiDegeneratePotential_eq_addSeparable (lam : ℝ) : + semiDegeneratePotential lam = + addSeparable Laplace.OneD.quarticPotential + (Laplace.OneD.harmonicPotential lam) := by + funext z + simp only [semiDegeneratePotential_apply, addSeparable_apply, + Laplace.OneD.quarticPotential_apply] + unfold Laplace.OneD.harmonicPotential + ring + /-! ## Boltzmann factor decomposition -/ /-- The Boltzmann factor for `L(x,y) = (λ/2)y² + x⁴/24` factorises as a -product of a quartic factor in `x` and a harmonic factor in `y`. -/ +product of a quartic factor in `x` and a harmonic factor in `y`. Corollary +of `exp_neg_t_addSeparable_eq_mul` via the bridge above. -/ lemma exp_neg_t_semiDegenerate_eq_mul (lam t : ℝ) (z : ℝ × ℝ) : Real.exp (-(t * semiDegeneratePotential lam z)) = Real.exp (-(t * Laplace.OneD.quarticPotential z.1)) * Real.exp (-(t * Laplace.OneD.harmonicPotential lam z.2)) := by - rw [semiDegeneratePotential_apply, Laplace.OneD.quarticPotential_apply] - unfold Laplace.OneD.harmonicPotential - rw [show -(t * (lam / 2 * z.2 ^ 2 + z.1 ^ 4 / 24)) = - -(t * (z.1 ^ 4 / 24)) + -(t * (lam / 2 * z.2 ^ 2)) from by ring] - exact Real.exp_add _ _ + rw [semiDegeneratePotential_eq_addSeparable] + exact exp_neg_t_addSeparable_eq_mul _ _ t z /-! ## Partition function factorisation -/ /-- The 2D partition function factorises into the product of the 1D -quartic and 1D harmonic partition functions. -/ +quartic and 1D harmonic partition functions. Application of +`partitionFunction_addSeparable_factor` via the bridge. -/ theorem partitionFunction_factor (lam t : ℝ) : partitionFunction (semiDegeneratePotential lam) t = Laplace.partitionFunction Laplace.OneD.quarticPotential t * Laplace.partitionFunction (Laplace.OneD.harmonicPotential lam) t := by - unfold partitionFunction Laplace.partitionFunction - -- Decompose the Boltzmann factor pointwise. - rw [show (fun z : ℝ × ℝ => Real.exp (-(t * semiDegeneratePotential lam z))) = - (fun z : ℝ × ℝ => - Real.exp (-(t * Laplace.OneD.quarticPotential z.1)) * - Real.exp (-(t * Laplace.OneD.harmonicPotential lam z.2))) from by - funext z; exact exp_neg_t_semiDegenerate_eq_mul lam t z] - -- Apply Fubini-style factorisation for product integrals of separable functions. - exact MeasureTheory.integral_prod_mul - (f := fun x : ℝ => Real.exp (-(t * Laplace.OneD.quarticPotential x))) - (g := fun y : ℝ => Real.exp (-(t * Laplace.OneD.harmonicPotential lam y))) + rw [semiDegeneratePotential_eq_addSeparable] + exact partitionFunction_addSeparable_factor _ _ _ /-- Closed form for the partition function: `Z_2D(t) = (1/2)·(24/t)^{1/4}·Γ(1/4)·√(2π/(λt))`. -/ theorem partitionFunction_closed_form {lam t : ℝ} (hlam : 0 < lam) (ht : 0 < t) : @@ -126,23 +130,15 @@ theorem partitionFunction_pos {lam t : ℝ} (hlam : 0 < lam) (ht : 0 < t) : /-- The 2D moment integral of a separable monomial `z.1^m · z.2^n` against the semi-degenerate Gibbs weight factorises into the product of 1D -moment integrals. -/ +moment integrals. Application of `integral_separable_addSeparable` at +`f = fun x ↦ x^m`, `g = fun y ↦ y^n` via the bridge. -/ theorem integral_pow_pow_factor (lam t : ℝ) (m n : ℕ) : (∫ z : ℝ × ℝ, z.1 ^ m * z.2 ^ n * Real.exp (-(t * semiDegeneratePotential lam z))) = (∫ x : ℝ, x ^ m * Real.exp (-(t * Laplace.OneD.quarticPotential x))) * (∫ y : ℝ, y ^ n * Real.exp (-(t * Laplace.OneD.harmonicPotential lam y))) := by - rw [show (fun z : ℝ × ℝ => z.1 ^ m * z.2 ^ n * - Real.exp (-(t * semiDegeneratePotential lam z))) = - (fun z : ℝ × ℝ => - (z.1 ^ m * Real.exp (-(t * Laplace.OneD.quarticPotential z.1))) * - (z.2 ^ n * Real.exp (-(t * Laplace.OneD.harmonicPotential lam z.2)))) from by - funext z - rw [exp_neg_t_semiDegenerate_eq_mul lam t z] - ring] - exact MeasureTheory.integral_prod_mul - (f := fun x : ℝ => x ^ m * Real.exp (-(t * Laplace.OneD.quarticPotential x))) - (g := fun y : ℝ => y ^ n * Real.exp (-(t * Laplace.OneD.harmonicPotential lam y))) + simp only [semiDegeneratePotential_eq_addSeparable] + exact integral_separable_addSeparable _ _ _ (fun x => x ^ m) (fun y => y ^ n) /-! ## Specialised moments needed for affine covariance -/ From f8d5a716190fe6de6b5dc183155eba951d845025 Mon Sep 17 00:00:00 2001 From: dmurfet Date: Wed, 6 May 2026 09:36:22 -0700 Subject: [PATCH 2/2] retrospectives: per-tide retrospective for twod-cleanup (Tide 13) 5-page narrative covering the deliberation, the bridge-lemma + simp_only refactor strategy, the worktree-isolated tide run as the first concrete demonstration of the structural fix to the recurring concurrent-agent branch race, the Mathlib-vs-new accounting (nothing new from Mathlib; just two bridge lemmas of new content), lessons, and follow-ups. Includes the deliberate API regression on AddSeparable.lean dropping the integrability hypotheses that Tide 12 added as discipline (Tide 13's concrete refactor demonstrates that the discipline blocked rather than helped downstream callers). Co-Authored-By: Claude Opus 4.7 (1M context) --- .../2026-05-06-tide-twod-cleanup.pdf | Bin 0 -> 238605 bytes .../2026-05-06-tide-twod-cleanup.tex | 289 ++++++++++++++++++ 2 files changed, 289 insertions(+) create mode 100644 retrospectives/2026-05-06-tide-twod-cleanup.pdf create mode 100644 retrospectives/2026-05-06-tide-twod-cleanup.tex diff --git a/retrospectives/2026-05-06-tide-twod-cleanup.pdf b/retrospectives/2026-05-06-tide-twod-cleanup.pdf new file mode 100644 index 0000000000000000000000000000000000000000..14f553bb9238e41016c737c945d5750864737070 GIT binary patch literal 238605 zcma&NQ;;r7(5~6W*S3w-wrv}$ZQHhO+wRr2ZQHhO%$_rIuKtOblMxkBbyJm*RTuA* zSxKfKB1X$d#||KyTN+*iFf$V}5ZW190(f`;^fD&4X3pk>%uI}Ig#XI`^kNp)&L)n8 z^kUWq&L$!zMs~&~06so|le43VfepZY;~%!H+acRcuHL@Z@pk=yoz(TE!G^`_b&qSS zPttXP1wzBrkY@^+TH+t(&yPb4LJBR%Gvkf%;X(>TpnFju7OgG%wF3gRtBg}McD2>r z3G03vsz}Q8WI^D z%laB*^3r%H!D(f_bNbz3MdgxKzACiDN!IHC14ZI$U+)lr>L-ZrT$ywoR?Vaam#>xE2=~%^7GB;OOw9H$TF`)p zwO8%*^`4KG5j;id-y*l$uJJs)(K+lew691D3Cn`MWAi}M>Sod;vg^%XSog(wMLZUxz5~4lC4I*Hqs!jBc^#Qc z`c*?^K6e}05qlUy*6P!|`HQ{1X-RQ&J1!*Ca8o($qp%|p8uavcqq5lYqaO`8QD!s{ z_b<+>>a9XRTt%Kuw%rxmxxwqm?jjf+a6r490 za4FL)Is(3PYdmGx+X(ve!S!++>a8hDyOKq!L!4za!e`C4NH}&<52Eayg3SZg^majP z)!dk|9)ar_`ekJRMPR9&iV}La*1vfZzH0mEo1qf9pO|@AV73~3g>C=*3t{iSW^HJg z)JBT3FoITA;ZVE=G*VFCyt2XyuC`bT(KC>bXWm7WwKUSAwt;`)Y@Ct730VU7)r4>7 zY%jPyZ(Ggvm`?54=BD}~6NUL_?7nM885&)DmQnV4C=}&-X<0?Gyf6x*_aSiIbkxWM z`vG@Dc>5QSP~e@2m7ba0EJT=W<`+n1PX!5-w~Y*QRo) z);HIu$}&`HKt#M$xu=3lZf*f(oH|4@6Di)%9YRMHK(86|-&$LVg0P~EL;=?uiYKI! z00KP)3Tqq!RN!i2%vIJOL|}nC*@aKM?jT0IiTyoL+6k=ZTeQ`(eZ+vIyn5@JzFK(I zn2{kHM+DccxjHy`ma`gyvl45!&q~+YJ6yBzU+q<~l<0h)O&5Z~8D~7+xX4%4&QFv( zS>X4-B6&&ycma0QM#|ux-(WscP+?P2aZ-KjmnF>(WccrlV*TC8Q|GYaNVsSx1C%jI zMKe-i^Ppy~w1M4&1glB8U=RoGsrX-RD*spvGx5D+Cqmx@2ngp?t>pXiE?M3`!u%HU zgP6h2l-dGbTOuwIR(afVi4h^%WWzX-dUAvkN)(QSH3&F%gxcsJJfSIBq8Y3P%<9*N z24QlGlupM>FD5PH9KdmfHRbLhdXsIGg~;)DIwU)?12|l5f*4)z?vZ;28xUADR|QeV zUhH(cfFb%?>GUyM_#OtXR+dps#p`0!wm=WuhUrGUp)*1*J)^tRq3vbm5P(6RLlA0L zT0Y?v+EkZYSsfztAm~YPT@arvETfQB*al_2X1DMPT7lhRK`=@0@cMTk(_JC50_rA& zS3|&##=JSQ6>9ESgG~c~gOh-F$;PUkDX{?AC-MKJOuXlTSKVTfsNZJ+kRN&!|1rFRYP=Cj~x9 zf$QQv7Coxv@?u5n2^zNWd~?|06bPG^sLc@1?XUf#o_XedQ+OMl5Fv@ALR-z=GuR;B z7)5^ElqfUkWVij>ZS~_}XF_+|@dsHlfAmJqGp9&@W9Uz5{32gOO#|}5s{P_nlKUp* z9RkZcC&BVINu}Z+a1lFda~R?VGyq(xdir#$da1v&1$3th8z-sn^Z=frBlXP^avW|@ zU^&^neD%2dFuuuW!-ls9h_Eu!NYBVh#JJ`qf!y0^6>x$d&H>`w_Ea|H{KCjq`bgi{B+y;aOZrDB>%)9hc=Q*Fol^Xwok7(aB8R(;ZwXT@T-do;~A z0eU*S5568mna)U@?q=~YK0V`t;%}!f2dHvYkt=Pea+1dM;VDJ`1RU-(?(((UE0904 zw(cY0{=}K%z4?ALtYoG>&WTB;@-bN6gCnq&PwF@aN7anXM&2tK0gH##oXkN!XfA5~ z{r$-qotJJHAjDuL^!FU~^63xsGUijqJ<(1?ay#xViE%_O=yy#rL}j60+^g?2ThmBc zDrRf{cmj07U$>49H5iKqfrG|NomF51r2g44<@V8CD;pdSiWasHz}J<8_F>%12z)4g z3dLP{(C&Cj$y?HP0Qf~i5`tKYzbP!jTi#P-=NMlDPNb_~$ zXmPx!<@$kp-$il=v(qKr!5GNRXxybi23s@zLq0az)pUcy{r{!=vFxtj80OZCsj70+N!1-_x(N}nKG zoN1=1)L!i{2?UMLS4*9@=hB;Vi>)`{F46}$W+SWGt4TM!Y&SlOKSE5$j2xP-!MT81O;ff5Z2~>U-bI z8OF?F@5-E4+JKC!%hcSU& zJ<%6&C3>RpG)omlq4Z@Z-~;)+Y9@l;`d`sG-RlPuz4?W7Gw=Aq+i{V_Ex<9}WtvA= zm~`?T02py^ZXJ`2d#Xi4?uptB^fLHmDBTurd$r0iC+Uv~#%mT+Gk=K;gTzeNk(~+gYqgFKn7p!4V0q;bLf7? z=E5=`KP}AD`TH18G3dQkn8wP@$j@oG|2BR!W2diU)AW!QPpednN)PHfGGIWO;?ViQ zhtc}d@_QZGYr~;6;R9M$7*>Wgh)laUqalyf26{oPN?cpaL|$iEDqK@DB8`ZeA#V1> zxU9AL)FSxUdZSxp|1WO@N-fuYCd#QP7v?VlQA#&z!CxV(*)bN3uG*E$pR89ej-E*O zt^){=w)iL>`C%tDpV{`z`ifzzBpwrwm+CTTctyb99v~AUAdxk!i{zccOGz>AqXz; zYS>?@zJT5<=k$#^yyOyXYF9eK(6M#_tCg?-!n2Xt>GLz?jm8d~M|_02rs=l4M->(+ z7$<>`U-8YbkJVq$iL^1BdW{gRjY4kp3BS1_hnceF9x+=BTjlN`>A8Y3U&ZD`M^69^b7IOOUy(WJ3V&dv)F1;4j>(j#^B1R*cuM1nEU|8u#mKhZZ zydIm#?Vs0q$pO(Ue!fh!Y2tyf4s~8^_QRDc*Y{Hq=Y?)B`1U&eeve|qpfBDDTgiF2A(ezrC40x~B+QhY-IbsGBF;ulMaJYE}K%g_miHvJpIdMR0`3 zTtT8V#K&Y=h@*-*>V6jEha8DgT#gx>AJQ3qQ?Hxe7KMJvCs}9TM75iS?>x5__{(`= zEZ2&*51wi%r^PuEf2$I5v?S0<94^%O93FSf(i0H743EYbB(Jz%vVV9u&dW`I_R*Vwn zwu$qd|2%&rH|w4H4wX~-#QW!l^4In*-vc8jTw5IWuVZ`uHn11uV58sf>~rz^m$ivq zh+fkX>cv)m08q)suT9C62L02Y$Px`yn?c?rE{U!Ze#M#;( zu9xtMaSDfx2j67O*ZPd9{2O0VnjwF78aU%pl30>=3qFGZzsU9wb+Fv|Fk6tazcic(n{iIm)Gg~Ly#lOp03bB_$m4nzIbqt51g z81w4J86{k!ZtdcuK!)(LouuANeCoRlJGl5Q;Muy7xV;ug3a%2rUP=^CMX(oTIKY0gP3Ls>j6u>tDpHg9nnqyx1|m{oIUKYKF%p}97>32qvO$o z{et(G!yTIX_QQA2KyO|};H8nS^~vngk<^B@nG&BPUH0p?&kt+ugHq{TJKWn-fA%)!fdz1aGX#v7^huZgsn#|IqYGo5;oZk+=1wJDwl$gtYl_ z8?$ZF-0%e_OmobPCv-iha2Ya7^X8ivy^VNJ^~DB@uXnp^N7W&WB!V6l=E%Pk`DgA7Ei1Jd?3t59{myoEiFBZQ-Jz=AncXqtz zAE@?~{XZyI&Krt41Ju10fDX!5^n2i6Oc@ez&e z*-Q*unUq=5q0deCg$yIhClz$nj0Q?()aK8fqN>bR;!GJ5qXvcA+SGSeQcDd$88XFn zcl41|l*r9A^-lY3dX&x5Lt1dgT##zx#zVlhwtEvu&rduu|KhOAJ)3*t@HAJKZR_Gp zdYJim0J$RCuovV-J3)z=6P=rIuxm2AS6{VL<2pRmRi39svOTu4*C)OksB|ar59PHG zbSLkB7v<}B?O+ZM2P(@08VvR-pgwE1s4~ZYSiyRSxBYB3yaVoh?bB>vBK%<(8XEdl zT^0N_E2?8fu7Mlw>{B{NOp|VHf-FkulGm5H>ruzaTXs?nb;AdlVo^7zhh5YrvT2Sb zD2rfmI3TU`A0!9|In8`DoPW!_z9zHEr-)PUa}OWMzM8#wRVt27M zx^SMRJAcdJpy04mbMA&aPhT)u{-)jSD8qn8rXF1235Hn$>sKr@iUylkE9>3YZ>n`` zl6kHdq}`i{yN-f4Sn)GXi={XJ8&95NhuhHrjZGLiKVcb(@WCmQEhdv)7NXs7SH-^D znT9iYUS8_ZEr&z7K?mryCHL3Hs0Dit|q=3!U7|i|E(Gb?sN95aCCEA*0pUN6((O+ z%^+DbjM9gJ6hx|+Ag2dK?621(b)}u7adT-|>{(J*qw+UBs49|qD&eI~ZU@q5za?b= zX8tKZDkNe?Q_h9ljYI>%d?F<;6%t3+U(N|Z zOB6!cJasrXQlf7cS-q@UQ@r`#!}37mv{gF#7K&2ojg-Ng6+kav(k4KxbYkMs;&8`6 za&kifSyGSMYFgf8abU}}XZosg0WFkAwsU;*W*SA8MtPp*%PzG#*cO!xWoH=H0p63K zWjQAh$uo zP>%KSErefiF=1gtcgOSrLO@802Nc=nHmBSsDeseLp}kr=ZZ{c1%7=qfNZN20qX$G9 z5+X3VG=1l4wsEqQYpE=LbrNJa`LQ{|Xg(DRV%s|TWn--}_cEe}YOTqQ&v@jasEF2+ zn9#4f$|vn2ldj}yW{R-jXkZ(U4w=;4;(^XZwfk%~Zj7#4izkviXzuugs!rOZX0=^Ge zTuv0DFm1JVw}(a8?lfd4POZROZ&zEVSJqKpG#~=`dV9;G;$?vWVL-xzJ>|7Oj!mn? z`Ks40>Y~M#U90HJ5tKjA6SJ&dj|B~ZYqRy4qpjtfoxskw#}~&e7ZAiVg+>hD{V&wY zaN6DO1wD2+qIVbbnjhDo@Y{85bLY9sf#xk&7WsWxE`L+Z{?uuU!2DKK_1iS=zw2Ca zjR6TYBxhkN$cW&04vWZ~*+Dy=a|I@uGlNpW4E>3zLevcDS-699>Mf_z(jkQH^R9PKQ##xfB| zU`KWM?zsp>gTgYs;jL|IbM_nK!a#*q!t+eDviOUGSQ+AkHle{(S^@S_UaA3U*_xUdijbbVYk*vq> zflbyorcj6c8y3Lw+~X(PlA8($r)n?Z4={3v8BHP7T(wtMq(L<&q{BA(7W0ES@S^J)ZY z@+=vjzdoq5z&cK-z22WYO$yi_ky;pLz!3ZC9q~ovTH?fGBwW2Wv7N{K8yhG{g}g1~ zH3*Il+s27a>>cN_kBuKVzRX)!s{7Do_fCzE{P~Ip2I=}9n`6#jU;*}0F<6o`xZMft zgKU^-cf2(B@Rwg{ZX9-`gJNP>A2_g4_HrTuOoT(navL>2nI6nR&`I|?}Go&xNwVB%EeYrEwJzh-F&%ul(Y7p(yt&PCyU^&vo)?Ej49YqJY5Eo0nI-h;P`;S zd%OH%PhrecADXg1giXV2rLuCxrAR+o!eII$R9$xrZwk{cBpL+JOX?+_+PyTa4t8aH zaAFk#59-1x46!#eEtNi0YjI6X>Zs87Kju!v>v#NGMomb7)us1$){1h3yp&%-cm3(N3{fiy&VIOd&%^R6Q; zEj1}lY}^;9SSn(1LNB*fXPkp-&!yBiJ6q!tqRQ-yOcwkCIQJ_rowWRlfMe5vg5R_x z5o1R_Ed2^+oJj&p*ToHd%h}HsbL$8%n_x=0a7aA!or-MPQGLLwFyw4ri;A0rwjTCf z5`_K7GDUeY4ewl+@1Qt;_r&kL;0+_)(H4MM zChJn*l)O}~K7Gy_t|h4zux-z6Y68k8Qje~dQ3FK}ahLYF>*WlWuS~CRT+Z} zv_A$0u?>iTB=h4Bq=N(xjD%h*{90nnxY<0Z-lKT z66xSus^HayIy#<|fMPp?V8Nd`j%Fm8te!smxk87E&8encbOb6CHfYgW5AQ#eT#{!T zS!D8;{yc;ych>M~6SIH^Rb097KYwnLuz{~3Rxf@Q>YOEW$yyI}0QP6Ap?<&KV7K|u76GnEs4NcUoX#HMDe5|#i3o$e zEi^muc7^A1J;KxT$}mt(Qv2ky-Inf*G&SJ>*m@NA(DNCs}lElQ4c1iNpqlR}BDB8oVIJwY+2?g;L7Jt);PC4)0IC zoWN?r15J>i*UNeU;v36RRLym}Y+bx{yM|7)t|#`uD}f{Czp_A4>EM9@fj?!cgyw?= zYVtnSxnUUTJZzgR+{1z(T&P=nLgW7kU4_WwgJJTUJCjh0$RsRcB{k_6|B3mQ5rUf= zdHeN`A9w)rH)le%{f5#lOfuKlA)06;_fWv0a~|($gf; zrmZjlk-Z%5b9lwLv%xG(Be`qXMQM4awLB?QPyp-=2W(2#R~)#+8M}K#)>SZTNx{~s9yyuL+evb@A=;{xNtG` z$K~UM1r{cU@!5!;@%{kX>K+DzBgTy7LL3m(49QK3? z@yha|9QD!Hm#);E2u9xOF*E3kTOM{o`W{9fW6?!2R}M1Dz$%0F>3oM~fik2Lf=kXM zJ%1RP*-A7i!jm~JB9t>{1g2H5QdD?8?2c)QwoViI{}8s{0WXP&4EVH^id%Il)(o_w zT1VJpY?x23h>MI__AmYfM3nU;xN&vbuFgqnND}J@eC=URcVc+-lNCs)^AK1d&Z<9g2fw#HD@F)2u*Av1Q8(CAD5=n}1({6e{c-&62?)BGTOWn)gF^7-7;! zF=m;8Goh%=&7J-57)jG^Pp$_NV(AWq!tcdafC*)6PKcQ4U#7aUb+mI`V=4Q_8b*{Lf@PGb0D{|EZL3*3?ScY(evV ztyOqLw!~%va|gz1&8bh~N|IaTI?Ndl%7K&^lDbkV7E;i)`#klsO%}=6AU%AZ1PmPm zalFm+yTP;RTBF||e45pN^>lf>JXdvTm$OJMXw%!;Vu;bpXp1>iqO&g_*u>KdmpG$; zEqd%W`@T<3^T!VM`l_afL>4j8p~b3tBqy&EFA>r$^8Dody&oo2&PDLVF?GQG+In^q z?wwNEdy`KeF;V!esTbaEerQ(-I6bIKq4Viphu3}*_ESfIOfPRM)uLe1s%AAci8XJ_DjA|1w;th3McaAtj_LuXEk?V;UrLO82s1cUv`Z?OVHAZ#*WUod&f9sL0& zZ2~Og&lm&}_#7j%f3!~6!+ITcO|Z*tPoQBg7&W60OsI#o_ufL~Ih3juOMWK|u(mq; zOiQf4RMP#;dsS!3495fhud}v;Iq;8a435~XsAHdS+m86@=eRp}FsDxG5zuh*J&JKQ z+lmsX1>&Zy1DyKXJp5*k|Qejm=uwD7j=$U~w&W9nm z_qgAKM&Ntr>V*69&hyd=*E#(HL?xvH=n1Binbp(!+>wN?o_yA}-SQeeG9>voxKik( zG=7F(hp`R3ox^cNnlqDYNlNCx<9DZd7!fcZKsI(@Oh7Ac!j{vH+;Gj?c zzyTFMm`m;YA}2A)s`LPIA_dDmt%uM;aPj=x^$EnU-CM=qCZ$d8y@B4HJsya0Zh`x} zFaL+`PqNnD*^Yz{gPh+V$Ikio&m?Cc=`lAl-yDA{90##RzHUhVk+LM*S>h7uCWnIB zUumnL%-r>8fRMdn-$?_HenI(cvA$WPkmlMiRQLoQxHO)2R_-N@+Fa_MQ`eiZ9_zcE z`EKJhppwQ7qA!RMW;kPgspD}_%^Jjzkq5QM!>nlgO^|`j3p@Un+WBH`WGm2r>)yWOq7-Btgy2;p7D|ah(aSf2>!(@oXm92SiHfziQa#) zvbHJ)CBEJuFPx% zU&8=at0)dxcS-*O62_{ytw!rr_%7HYx;|}8g(Ghs7=fS5uX5O>UxOc^iM{Ztyc#&^ z5d(`321N@)OGc06AZ{R~ROl&JClGxB;7+bfa<`w8$jHZsdN>~Kb)aZZYfuDcoUuoW zn50LzCMW5MLR|ChcZeRt%^?Yn5Utcc*n}Fu8UDbaAm$#u8AblA#1kB{Pc`Nta92*< zA1{~LnD9Y45gS~v#OKUKFw#$v>rc)w)Jj;nlf*_@+!@uL_jj3x<~Ii^^&<}%i11!l zfzw#B;vZCe=3dQZSzaD{6p{F*lLO@Ixt9ZLGb9fuv3^l~hv7n1fZN_Ayl^JZYMD_V z0>8onSd`V~D}weG!T8{9H^R@tM$YG^j7U&gBLo;Z7uCblB5~%B2>BmH&hSEyOUXH3 zMz;)6u@re`Hw`fW8+V5H?)I#R@`OmeT%PgYe}@#)%U9LRul%O-7r>a!M_PnE{7Z0T zs?K*kxw2;Wb;>s+iTXAj6{r{>1^dd@RLgs2DxUR}5i+N4E}KQb`=R9PVAe{zw4*U$ zxU*ye2M;Q;KA_a#=5<1H&mj8v7)84oYSOV0YvOYy%qYhII!INqK2QGZY^U%pg9-}i z7~Rpl&xZ3Yfm#xs@;@2ez&BRO88hEmH7ZL^vM$4{X{>)j;~wW!ynW3DD7Org9v?S* zY;QTJocl)fhf;f~OuN#_on2d#`;rbJX=+EDL6U7Y6$zguhBCDy)C+Pw6@~yDOnb_` zem+jw^o?0?I?f%%q@1aMiP!m|FHozi4Y;(BQj9ct1-$JUzLZ3*2@$zo?| zMtCa1VnqJ^@S8^y)E@rUjLA+a;EB2lHR@lRSKpV&Li}XnK@cZ@1L=(5m}1a^pBI5z zoJ^+2yBKaynj2u=u6-|=G$9F=V3vR2jM>f9Kvk{Xygk_p>Cwx$KZcTtq2MvSsnT`! z3!L$X%?!z~1KB+-*O`Vuc-}CAVmj-Be0mQEo%A%4O>i)OKcr_}Qmib;2VbT#Ge#?z z@yp;8nuvM-IC{!qSr{Yp5;-P!O7-`v$tA)maD}jEo_iO9H=#P@ovPPaxL^*kz_dXC zF`(q&meZR>F=in6$*mj04h#WNuCjXb8Oxog$sLQHeEp*pm%7}4;y!AGgK)(y)d$r? zhbQ?u0^zP1C?g{rVgN&c+kBx>%S{ipnu=ngp`phjD6eyW`3TC!I2BNA%a7rwJ;a7B zyA?0k#+7H0Z_ICn8s#}Yg{ZFoTIa?MiLkm^T?d$Uad27=pp+3kDC~H?h82ShS)pNu50zAesI&D@8+d}huSJ zd8<3|_?~m21(W*pTFjgY-1-Y}m6^ zkL~N+eg!cJdFms5DA&smGt=}Ufh7Ot?8Hw|Zs0ooTTdUyV@6Y`|Hy&LK4CB!-rzCeImkp1Ev5V&?`i3@wF&{eoW-) z7eJ_J8YhK-IAv$lQ4~&<|4B!ZN0Ey_dqiiv$fIU@%L!O6OEJBK)UPt0NG z0`q-^bfet&0l3B{##7;I+@$*WWD@?NPfvP`VLs0K1HsvCohayp{KE_XBCvI+xDN+lr(jE! zvGa{iu1f~e+d59|5ePULIDmr6Vw*keIyS`%0+_iP5`xwT3H9|!One;BcN8b`)^oO^ zL&P`@h*QLN`3R~s87NPQ-mhl)>@r|hkQHT6SI2O5Vy;&$DlIWin&jHCcip9($A=$X zx7S-TFQ?RokiW-=tKg4;LwdI8c3H$;RuU+2D;xPzb;2>e40NSb2gp>v)v5nAev?VA z-!+Kar5CBmaCp{4ooTXmApP*c1|O-wB9G-Hs$2k6ewh$TKmU8}+HU_dY>W*56Z;qm z896zb{&zLyn!odZ?1p?iu$*^0|e~d z+`{(Y`?1~rv%t>IP6#M;mbT8$&%?3q)2-Xzs-3EuiyfnlOrwbnRar5bS`lhqTtXC?@00K9;gSw7Mp!UPbf5B1*e(wY7^ z&_t;zydPz8TAceQQ%_FmJS^0w-seV&F3^oNt42yL0`= z{o31VJJSlgJA*s3iw_`1L2&;c$id!sPRxz0buO+s&UB5R{)C@61_BfGW;W!O`UVh9 zZmzzcguL(!-nqM?8`~#8_SJ!nk>QO){;{>Gjj=ZbY%#f(C#n@wS2+R6gkBpyk-Fb8 z8UI+IzYq`*u59o?bMQdUtSlwJhd?ImT6=j?Bm6@IxLrKfHrBu+1T6l#rXziE1pfiI zj~QX#{0{Wl@x9&fFR{9qn14b>0ZAW_xuGfCr~DHFvzkBp;OHA820f6L#g2pYl(wlEl~u+MeL#1Vp}xp$QNJQ$sz_8b5y5 z4|{A^&-$*%*QDCQ#u`N5yIKc<%ZL2LjNdHK@GguH^xLkwBO5^y44A?f^VtS$HEbw> zUi5F?=(l{@?|&PMC;zSr{`O);aB67&RFu6M67C=~Yo18(BR0xg^GZ5Ofln+Zev@GG%gxXS9RF98KfG$^K%e^&V0A(PWlnuqy0~ z^k2nQfeTEI_1*b76KtB8-#hqlcuyVWQSFUBeBCA#u7t9Q`B`HviibU4Uq5f_^Jjhq zr~~6i6I_~uIe$Av0zWygu*DM4`6D>$0vX|Wt?_eBi~#a6zJ#AJ3_<5$zA@^VLC%JM z1*d>K$Ndnw{dHe@!-IeY=zkFmf#;}ygZOBcf1)_}_3n{0aHH_BVUltKdtX!Lq~ddBo>RmLaA{L=^g8t zAiq8zVN+LncR>-uy?f#vslR~)+SNY+1Td1nwF(4kK;6^)VLofVU8FxHKV#c31kYi$ z*Q2~PHqb1tU*Z#QtxvV!pS5pAK`jJUCXcmTjJ^tuzZhS8`*-wj`}c9bqoE7jnH!+L z<0nQBXLvf+KgV~1Tj&2B*Y?=E2Z@#D=dwSz`TUD6$xCG!Kum-x*HFX|#F&lSU?owLtqF;08+;5G;p7W#Afs;N@#^&qQ_5Yp4ARLM!pouJ!mJ=5_U$cF!CZOt zYpMPMj9-wmn64t{^1S#(~dXQ(dVxN)C1>%Pxvlh**B2{gO|z zj%5#%zaL3R1IdPX?ngd-zSu&rdL86QP{m@eT#`n%&j~vPQGPhA_%sV;j2A$jGRKm$ z0l(2+tf97t%?UQ3u5^h@Djsp&dZT-(Pt7Um`+Ze6QNc&F^0fHqQ_|XX)XK1LoaS0% z3_5#Bs}4eQ0=;7tdYZ=(HXu9v_t$A*KhZAZ&6F>$wirz6{vuy&DW^M__m3IXwo2|j z1N7|)U_Edd8>RhmiSJ-cKTCfChZEMu%cf{Q zjeXeX;A7NsOd=%kGG-LHG|S6Jn+FU&ztCOyQ4RF8X(F{oK#g*ML||#EY9-xwyzk-E zMD8rEG{Cv&7;aMGi{_-J2sVzLGeJ{RAtWlAuME19$GJA=yfn~m!yVo|osnJ?s0Ycu_k zxFPX$_Caywbx0h@4Ep|HEUk0lTkg&AcBY5v`Id%b^POHv#2II1+E<_(7y&PNqj_>=YBn)G` zzXX5t#Lc8aDHdiKnIgk&u=ZF9KD3k76iT?Jy;d!nSv7OJ`7h|LJ}EFNwbXmyy3lc* zn?D2Zd71UlyOxAs5h2Jrzqur}rwsp%Q-dU)(PtDRa`KBHGU^}^>?dVG&p|L9Ky)Jt zHkA`_PEnsSiLK0S(fM5dePT8n{z_@Gq>NQQ1ePNi=lE>c{rV>rnCqStqp379$3*@e zlDvQs2*)pdaa}wVLb!lYFmL$hOK9ss{%(zi4)XLH3#zoX@ zN)8rmvJgCx(!!UnQ@{f~*-8q>hNlY`04V@i8!}w0>YtBwD#r>eM0WpQEj@RR6a%YWB^v-w8?zrJ9dVwFAvK^& zUrOU0bw?ILQZ~Uk$#lO;EsVC|M@)|$EY(;rfD4xZ&*&a+y#;$-@mB6t;cQeH>Se|H zUrTV_YXZbZYv;oJTPQp1nHh_413sx8!1;hoo$}NJQiQbjmY?(bMEixDou|cVEl{y) z1aAaI!5CE80Dlb4+;8pU)(@HlK|Y17*2qr4LR8XqN!u@UuI10&y|HW}t*rrB#cSC` zrPu{IhX&U{MFg%qazt!(nMGPV8(W!NG&k1y#T7nyH}?$w45@?3StmOgIK7_R03OBDuxGE$lN?g$==JQ z-wt4uT<{(B9yvwI&WJ6NFkMScIP(AA5JFJg z>0bm7o4L!y;V3mAw=#wRWUe^3s)ftA)p)glG};?@Xrh6jmei3xeRhDSUN4KRc*SuPfx}&2eX>wWpsh zA!o4$a)SVFdH=DbHv)MWzs07?f~$j1%iFyMyP5$(dy!kmogbV{C7g;2_n&8*jpRdAWu9wN?i4OU-*ro)P_39Y-_mL|>o7|rT>oh8VJxx0c z4(e6{k9)M+?aR4fuP*Ky_zGgd{Cws_JGsJ**234f_xmpA^@&WUXvXIVwj*EmQ>-Et z7*2fHrUPf7eaNq#B2I2xmPh}q%FR?S#XbCK^4=5C#=e~-;*PF(tlj6CBZvL>@dl^z z%C+j2{0hQ< z;3k6+XNX@yaPea_=I?mS_*E#RU+vKG)F`5!`ItyWnETN7>AJG(hZ?Vi;&hh`|NZ;# z{;WLI->V!Awmmvry_| zV4tPQPdhvlOWvIl_!pExptd&jpx%lfvVcps?(e@n263_nWYJ&D+dd8Rpgt${b zC7I3YW25J!XdxJy$tJs=5I0e_e@reUJ1q)$s@Ro=2noSn3T$`_YI1F&dd-~pFP#X{ zrR9NY%#I2P-g~^O9+{G&sn6K~GEvNlo^vY{$|5uvZjYjtri_IGx@l4CBX;+M{Y~CW z@Q`Qfu&NH_1EqZaxq48!j}LM@Yr7ySZq7b8<*xsX2nSc9qhj_ z7FMj}7*KDq&J-uy*5lFNca=AsDIA#_*>w>eF$ckXqi(3cfStKQu9z85$e!-QG_9r= z;u~M6T0uvIIRBd;i~nv>>YqL15U@f7`EXV6sUd1;ao9Fag&^F0(W&yiS(sS7i1CK| zu&o}58GJxTQcVjfx*P9$=K7(mgZlJtT~keuk4-T;6wVg&%`JmteI)D0{?0mHX4 zK#SLcm)@>EZZ-nCjBxsm1|-do)GaH<=3j5@Hb3U9ql&o&gq}Am6mMdQyrN%HRm(k< zSI!faok~y6^X4|6M66X^yXYZLfMpiy6NqnYU z2}H+Ksb6w6Buz(Pv&8h1mJy9|<{1x|ge%ab_NRv1;BzChiWAw~X!j>VO5~({c}om* zXz>_b8DOxp%R@hD#}(a>%e&8^#l4*lsyb;D{Kmyv=lYMlsBsk7@CrB6oJWwWVB*c3`PuWnqD-$3T z;PrEOKN|tZc}Bb*J}z(@OWV)_2^+ZEAebKNsHY7D{OE<#{9boP0;n84jH;Nn5CKKK zVUS6b1bA{H|v$PAwJ zdLRo1jJ3tqkgx+0RO;XQ{IQ2~DINBQGA(iUQZ9?Ej$r*XAX-pv^xrv}z!?>H&%bn; z+r1ja#N(E7+Kwn}OSxo@N0vZRlR)siji!l~Hk!e>7%fhq@UTMhzCn?T5-DCn{TM~H z;I$$>-%FYY|HI{~!}Wgt$cXhzJtQGi!n6ncr*F0|QFiSF>5ftqc)V z%TfYxlp_Qc%^Dl-q@zZXg|awITC8VG6V)RTH^SIgW!r?oE3N?aZEK(%m+VXpj!@qL zX97I>aw&dBK3|U7H}z1me^Q|P*VPZ&a3AP-)Nfda4Au>9=Anc>vBLwx9IOV<7#Z;^ z2FSEuB;2N{idah@Rt*1zH_Q*^u(( zYeqQpJHmVQ_>`6DbL(4Ds%FFnK#M5t`w6mFpZb$JG!wrLP={uBl!@{@pfhYAY{OZP zYmyi&+Aim>-=~+M)`2M{5okwVE5HU>*Y(hfQqi8F_APBv-X}Dtxy6X_aCrop^Y0j8 z-SHmQO+4_KOE(&DLdk2e9e&6YvPvhl)74kw&w@Oo&tYeUyIUx#@C&5XBb_qfb=5{D z1kPEUlI6~+WCnaY~W+}mPsl1;s&tW8$ zT4y3y+loNliJ)E)zVCLocTQ>ilzRITmjP4hZA+XM$XbCtRaL63OO@vG(KDd@tKk2}L;-#8g;f77(w?&iF*6ZAb)8^WCJ+B9s zyF;)a@oHG?Ydziqwwy(cAI9N*1Zn9d=FbJdWb`Ij0e z_>o8a^jiwD+!o@4vJEQZC(P#)8)JSs>t@*^zHeRlAR>@~zRZ2H~U!W3E{iGd9GVG`{DLZjO+XIlLqaXsqt#!l|Q+^L^NCP9|z* z)G-o;FGDjP-=KF5W}^MSh0K4b|8RE(0aMkY4cG!Rge9E<>qMkJG5mdfKy`sADA9LT)+|qezJ`C;12jFy-FYEZw zile5Zl(?uR)E3UacC3{+2U;sBm zk`XSl3c2u_Pt%c0c1}aV_aSfK9?&v3oV6~Dd3^NnjDSUqjR|&NkV(OxrzQBDfi|=y z_iU>J;pXhJei@G@AnrJhoOQdRXHA_eejlL_4QEbjH7pRj4=jduzlbAsa=Bfu^BUHj zGr)zDkiu#prjgPM_yhtaOAKwl`cF3S50k{jAdOHev|v=&rXZ73*aavXDIzj;g-cvw zQYWxH#cOwyiO!3`CmSbtHf{v9O-J+`&=&I=dF{$WWhPEsX}dKvWtuh^Eu_G{tc!(P zYy7`2c_|4XQRmG{uft{nfK!b4;tlJ_1K)cl#&tWn$anT-Nhf1^e*Zl}V~fm%P6r^^ zs3+uQ!yr%9pi?(X>(Gj*x-^VRwLh;BFVrnaC*1}q8aZYX-h^~KUBTkneEuTuoq)Y? zM@#y)x@Sc+;b$H0?XG$|>7G{8Awk?)Zpj_fL{OTdF(=KT=J`cUyBc52hx+f{jq716 z`Eoe;8bIbz+@Yo@zF@8$Ubj*mgF*8&#ECS66UPGOesdn!+OOpBLaQf0zw@Sgsw0}s z)~Y%SXX^6d{#k%gIrtX)zMEymSN;o`3*CTAU5zzv$Rvp4pBixGw1eHk^<&*EfP|1d zHUl|9d{{JE*5(7_0LNV25{Z8p`iEI)Rc60wF5k+LWH&3PU(e*l7E-uE8|1N@m<+o( zJbjsVM3+-;PrwBA)>V%8*0YB@77*d=?iL!f**rfIxDmML)#uMJMFd;qQM+nW2Lvr? zV`quWFz?J!jM>N6rI0aCp8J+Y)1Zb!3ApbuJ>N1Nh6MYiw~}1~ZD1doO0Bc90xmH? zViUMdykF>bt155Gejr&4)7BnZkpj^Lyve5kpa^IE617GsE*pyDJg!uk*5=GaQ!DqC zjAcB#BfHw$lff75tCnqd$gu~e9n&%^xV6Nd_GVa;#s5;V39C1r>1|mg8|onw$HEY@KlW5f}FMxPMxj?|jV?=$QMj z;PyAw#HD@wn$r*2luQOkNzOj#j&B*3V`GF`lLLvdHwfwR4&(1VxL_ zMZdvu+MfFbplo^7wz8ROrxRIZBM|UH>YVFOITSl}*?hyW{=z;$?dcTIbDH#GAzutm zzR@S^2UZU}^Npug(rBg_BRj6?+4m70z+>b$jnM%>?Uy@rDwLII0f}AF3Ta=S|6T%% zEM||S6JC&RmhPPbG!V2n7C57kPqgD6ecGQ;9RAXB!cC-P74jlMPkRiF=40)gT5^6u zH)?yDdtyqAIEGt{5`Yv{r~V-v1A7bmIMmGuNfmGaBE7pu3YhDeSRVJgi>`%(YNd`b zxG^PG%85l1oop|^?}Fu&0VG5XcOf#ae2%w$4PQRWYgFhA%P*>J4G}d?OLwhJYc`xM zg0?j})OVv!F7%`QxVw?dth8T~xQ>160T$XrBj5M9AUGr8(<74IC3rtc0o(7=CO6 zE|R%pl7^5orfaO1i((}Ob1>?I5ATqp9evuQ{Ea?i4NUU>1ori41~}_fN6?#$9vSeI z!fQ^%WkU6rTA&j$Z-FMI0T7H1KtaJdatt%wOq7nkhWq1%bT9so=ponqmr2`d?cAMy zbgE0XP8XzZV~qS8YqpY8IX@spJG41=dv#Y;m5`9&Z%LEaJRLtqPH*a({(^Z^tc}&} zi^bwBjR4fMKE0j6CoZ5vQ&F~mtgH?=L>tucQ`QhseBrvWCeAPr2j8lVq)|}p# zZrMd*Srk_`3ZZAad{KV3f=H*M;>(DL6)uMAph1&id9?EG3x_UmKG>AWb0vvrstr+X zts3nXM1htH335T$srxwK4@cVB-I}kWD)$rh2;aj3e~Txy-cu7PAu%|PB^Z) zoiqHj47z+(-Be}YNq=C}jrt$ca(z0L+bc6&DZpmq6RnJM$OSQZFWq2gKTT*QLsi*` za%2|HFUO+=k{#D}P_YsqgUY}QwjoB4%R6%8vCclD)?e-9P91#8^J8fHex^z{r=7N6 z(#C$QS#c{?tz~O$%^46%hgifR2oGInsPVnX+a{BuHgua4oWXU%ED411^`D*ZJ>4{8 z013#NyliFA=#?iK+YyU9VL8{)ym zP+Y8EF+W_A>-=#lhj{5ArH^!8#weNWYUAi74JNhPA>BZqDK`Nys8%AXsC76g+ES%V zNSN)95WtLP)VTNl3tmK`F{7I$cIgWA5=!k7Y97&NC9(tYFz2^{^R4U@aU=6I5j+)p zc@35xLO7-T@0i&+4MHEPLKWLHd@j(p%*5o6=wDSN3Lcoo?|3xxF`YFJiNT1-k98P^bn zIKY>Fx6%=!EyvD~x%YUQTsGY0%cW}2eMzKv*3{o`1YC@d@fnlh;5>wEDN}9LEK9MR zCBLe!hPB1WF+?gs9S;^%P?1(-Xqel3Rf~P*tTi|0s!r7x1eiIpej(!N9JbXOWty#8 zYQ-{w^o=XCE_GF+8wr^w{R;KjlKaezUNITLYIzx$F=5f*~dEekAqtUj`;X*yvMYk=v`M!kiKl)&ylHR}VlK&!I5ko)Ry zYid+8*#QW4a`8vV#c%?bYGD0AF|%{9wBu8=YVtM|xZ^u+qDy~E>7t0|;{|l#DfTERCRrv9=i@rZ|2!m<#v*aKZK^=LkX?99$K_4i> zn_^ga{H97c!!(VIQRdywuR5It#;vSmZE~MDkWa z(|ecGlw=Kb24))EoDi{!Fl9#{NG5;aK(WaDO_E$a$4=5e#ywljEY@^ESX2(l_J!P% z#MwARbadi=22TbrXwCK6?d_=Vx`TIY=^~m)!hJoyO7kn=M#o^jFF_j1Ng%1h=ngAo z_65-p*ps_0SDoevkY6fcMI~&>dPN8pl3aQAph__3tuZrY1GL!2dSykG%H#&rXf_My z?GuSf*fEWMuf@?>-}bIxmh*R5r}37V+V2LyzcD?r^xZgUrmuTG7-P~R!OgCggPrAU zltHmx`m%AOrd`O7-F+l>AC3En+%H$m=I#M4ie*>g5*n$7iQ^{dQh zT*NhAZmM6A%{q)Holq6DK_^5Td(pKO4wsaUG^{M4EMcU_!RoG;^>yTTDei?o)eO%Is zNWuJMwhPOhv8RT|MBEu6-*t-uc%|0(3oY4J2rEV*(Kqy_P(D>yn(09^@mM%Ug+mne z#KJJk;g%X=r_(H|dbp8d@yjY0)sQVo%*xNO;-3%4#Y?Ox^A&g~=Lj}>J*ukRzxacU zMP1dKd(`9SnN782oKR!K&-Zkhpe(+!C^sgWalKV22yc34&eQGV9y56x71vxY6Sb!z zzEJ5VjZ9|tR?L$^jD%4i!l}~`UFNU3FKz0AprJv3L_GuvUB{nmWi)g!PdV&ZhL_hW zLQkC^x@f53;A6`#9iYpSs8z2ySCg8WOMVBU14c+@@iQCz^W&}}#R*e}GG0vjv_Y%2 zCnVNWJeHan$DuP&LVxBe@L08#hiM&<7`MKh74|)~$OO*da`fGmYsV_63(ZXoX+n}n z8;&3283-E=VC|_H0|xr8w;$k004f9x1)8Xo%I5VaUQ&2>KUWl3kHx0upaqYGq{eXE za*jDvGM8Wo9V}d^79O%IJhG%3Ji@V{|GUeKfXi9DsG$%-%h<~Z%7xAh{Knm>*MCD@ zFnNzUFnlm8`#Qpkuj%CSlNvsctn$a&q`Tn514|M=#+YsVu157bnF*w7U?&V~Kfad3 zB_@rvm>c@EB<{VBMNaBvEpwarKt9-ZS!rgBlZQ=3TZ1XmQR9oq|D@W3DPu62ai1Sp z>1@jz-PqZVrSHBP(^o7Mik60NJ@QydkS+FHzQv)ygmJ)95v~1Zo$4QN<)!4U|3jT< zy|VW+p0ta%hpHEr0ICG4aRRJdl2-CbarkMFw2#nHgn5eqKR9y8FGacvbogjx?r~8quZB<73dR< zloDZ&G%}t#)VLMILua$Pt>9Noyx>d`wcAPC268uB(Uiu=8fi4*el1HW;Zu>MnXwI1 zj|QMuW{A~8g4U2DL8yLZov~_=XsO^2L8^lSNWF$Iv03U%6Vn!|*u3D>G~sQqh*5e{%%+oekZ!JvZn3A+Ro&l*CUYhVq$(VrKEf_!`U-t= zc)}X02{YP{d!5w;O5(Gg+Xls9X(2$V$?R47ycE+c%5k}9a0SfF8!9P!w}Lmsmi4VP zBTf_|9SlCqM2Db-5`3#JdWZZ}F>RKOtX{dS zH~Am1;HHQoA#*}(JhR2#*u=rprYDvVJEfmxzPfo_&F$!C`8)y#AIpbZ@k4efNMorm zRc^V{WoUaknS5E0O_t#%OoUpiDQZPeyuwnVi<@b~EXY^ld0Wg0m&Dc+QiT^6Kfjm+ z`g^L3+BHCC(c}(LWRhkQ6IoOpV|)tI!ygn@nzkSjWKzs@28>$L_yMV{T*9$0PY8q! z&+KJsfOsQcmKOUU-&d^%TKHiPp+A1IOTH&CUswAclIhNnd6Tt#?ZGoNe%C|A6Mj#l zz(2hs886CK4sIN6=QWz(WvqN?u)6uiN`m;#!#!rT^iy2Z1IfP0_NYp5waR*y7}!@V z+p{2lclwHr=n#0J>pema7Spu`z4-EjfVFJRowyqtgC}GMDBsgx|D*wHZ~b@~8&sPl z>UvFm7|XA`6!yEF-xRQfQx=RNbkdQ}WvpXq{nJM?ndpRIVui3#Zm#a$262ZY zsb{o$WA%`mul613t*4dTKC&UYbu;ZJexHV??Jq*2=Ye~AH6Lwxn!cxc{v$ZgRFlDU zfv!lcD9sF>R+DVV($_CqDfPF2Hf9N;l}A`6VPsXTB8oim&-c$nh7CkfADFdI#n8jN z#=$O2jC!haaDqZ_*oM-lPy|#SMocu1AytXX3oP~m1HfpS#(h-zV^R81vfC*7^kH8a zsR!jvn(*~lT@Bg4(A$tqqpyc!c*o9G4tqLP0kJT**nJw^K>1lPDv}g*!GZ|nYRgnW zxy{6Vtlq{X0hL;*55G&Cny*Zb?0Pb$o$<40E8e_J?RBjiiqi^VFm%e>M?MlLvv%Wb zLBhOim%osKcNM=k%^R-8is;14fM0@DP*)KP?`z6GhSfuDIQW)2wq@Ig`%P~WBrr-r z*@{9D@}(p`6t<(MyKltV)rF`?Q<3P(eQqME6XVziUUxAyNfVJ31%d7rf+5fQY5OOI zoB!30kM{QHAIDc&^J|MhblW9ZJaWV+n7p=ygEyZY{}Tq3iB%rcPxXdr>2)qb77DLw zUi*^c=^P-WS-JfoLTpFe00?3M?bK+$1Wre*%s0#<3!^HAOV|d%tZ`*~I#`mwCyBl< ztRf8aob5z6iWa1$aC(R`{1#vdTqT|-x&zCS7*S4FKUhWxtX2A~BM&-7LQo+q`vd1RTn>uB_ICG8g>K*_a)C9pgv4e9 z+BGp3J4~UvX1KKjtUbXrGH(JJ1nbx zdu2NUDhj}w8E)>?5UwKlSEGh`jWcY5+39vUCPaWXo*x`!5NJ;bLdWEMgc@->G8b@u z42}Gr0>m!O)&>8@?I8>tg2+?<-n;Y~;QS|29#Oy0TeE8Vyc=MK*Ewo^LL6vM@)cSN|aAeNL-lhSjId-AlMhp%{}V335{^)G%c0qqd8nORISMuZ&W`?&4c z)oBXfxt^`6_95ir|6$_)S)F zW|xN)8ZVay7nu~Ql$6d2GRfKI#BV0n`&a-#+T``2rrToYfxqe%;t9#r&CM#n){I$> z$B(vCjAvQy(r%cF(H`!a&!_}8oPl5HFt8t?pD?T`>;_{}_^DUK7a${)K!$@Ku5w%e z3&9@%qmME+M?8qDWi>@+K|5ai(y>{0e~V?5V~*|DHM0rOy!pwRzZ% z;`rsFt_{${ZN$g?fTU)Qk+3*?zZ^HsNp~lK-8G26d~&A-Awl;C`Dq=SHt;hv9@GKx z5EWi6Bk@YWG}VPolK{15k_=yU8lKYFMhYAu!9j89IkcQ7Y@eD?=`2-% zUbHuY>GoE;UqH!ey3fquUWu)eDLMNWjif7J_Vr8c&Zo>(2mj++F6~A9QqS=<#WAjL zXdNhg0HbA)2fvOWqP~yQVQ%f0fIRM>ZCKj?3uL?rWCJO|Yx0#%%YU)$1QGsr!~zn< zmNt{07<@CSo%~;L>eKwD6^xGDMoOsl$2OoB>5r6lWT*8Yfy1eH*@kJBc!(54p!+nc z&T@qAGDjJ~;G7LDVs*oLK6}m?)p@j65SOYG^#o(>ivo@TIClXR$y09q1Kq!*T-O`_ z3_+3imkUC~z@Dq6iyW$^QZxkg4b+?lh;ezeDo6d_ms9pFt1xY7HcykT&N@$xW775E zlmxblY!RhXdRhRFX1bLH(LY+JKy(8MnGBI*kQZWj#Wt;plTcr2I}1w48kfX}UYlaD zi(P2b0j?OFBHE|4{W*kg z=dPlW8Aik{_%_1%g#roRd51sRSB8+XeI6z%Sy3Bu548S;hs9yVIa8#*C2f#%&K!-T zIz@l$6Zd7ZXa~_8U{>$V&tP1FZ?D_8<| z9@6`lZNg@K#J*!`v4BlvkVpPRhV9F-{(=~;7jv-$@xDMJ4&*=#+mOLv_JQadxh|9s z=-@hipp<1`nuWkV_0rQ%qS*Oy9i-A4qjk@A8g23D1_E)mTlSi7O!gH3;ZaRePr-(R zkOBu zFf5z%Cm{Ps5iJH&_PCe6fCL<(eLC1_Lc7#W$YY8S?-og+b)}7wQ1aV2+SDADmfj~9 zL)1IsJ_4seLm&=9ntg%>f@L)%MqXMiVTyycUZ7!#u$Y>po`q4TDs;70UKfJ zqKaxqNQGZ^r@yoyWs$LawP{Ou6%VY9!7<0F{!rSaZN|{j9+aieg{5Sn*pq%Z=Q^?( z=o@?j&){Wvid-ok-4;8d6rf+Ssy;dgfHf|ywGP<63Lg7lBnznDFKru9XJ9L@O3pStJXcSak=dCfv~o?DKga(HtUu=2>JqUpdTK zJVtOL3|HNko+x0$iyL?S#51{F!yw8Fzr?d*e`K*oAxjh3;+g%75+yo%Yg9s%z+A?` zfk*a9o9g1FQbENhUqC^dKK}bJLyIqw=SqrpKHr_5&B)+hyGJ;loRd)&LC+v|YV_M3 zTBnb>y$L^Ev7Bw;ahV&O@_3WZ@9}GRX@Oer|83 z#0P4JiAF!bC2AN-z3m~w@eceTWA8>9@!prT<3{ob-a|aw5P5==;o7;_rV?&aq<;D< zS5xuDG%TdxriM+f+YtpkxI;E>E=nPV)|*N~k?>3cDxwsd{yTCC5E>q(?C|mYnM2(3 z4^7PmNTODlD%Js8VV_7w_Q(n|e$Y1YM29$rlQxvE3L87O(I&tP7#C`>Z=F{Q(Y1?C zln))Ap#%~9#5(=fIy(yPYJO#qa>6$frS#nkXtDLHyF==QYFvKXQ||#B)Pu{JzV66C zeUI9J$CbxEtSd8=q>yC@?hI|=?GExYYB>MqWuKO8x%XsC^_V4-xi^FIJH{dy{=M%EdeF zFqmIyaKy$e=X~ww@Ro&(11eC^9m!1Pw{lv;gwZu!ww+bGm)giH3L;=FZ*y))Vc)$3 zX^pKPoJyjzeGow$!%Tj@e0cM$f=|5bA*|*}J_s=1eziOCcCA1?j_G&I0eo4f=@^Wh zw>G$3cZF_gUEkA9)EfZ^!KYzEiyn9_cYu&KV}{_SqXBmyoI5NU2Io>eLZKwC3lDL2 z=>pw}osjKq2f62jr{{_yU=2(A+<2~IEL|Dr#YIgCD;m`s4Nk4%V)AUJOXbBl#M!|- zE7mBItsK|vB19s}C)SyaL!nWp$j0OO*mWYj^sR!3LrZdA;#qTdnCdxJ zHtjCm8=87wwiqe}(WEp6x4ok6-VMQ@xV}N#FHw}@r#N-zCXq~WN***DN0BjiU$&*! z1;y9roAx*%C?fP1I43!X+feKnW?5iDzMB5ZiUksf!YD94NeTl_twtYb@%VfSwVGn> z0KyS1ZUGo*R2C;VC8C*yMC?5aKo|#U!ozHLb_?#X& zFVvH!m{2jFUfhYQ`!4ZoAV1*36}8`op4Qp%$`$4h?&~q8dDK4Yu01!> z(n!zQ`!~)>V(#GoVV)kTVRY?VQ8G?XU#>w~*ODR2gC!KFk6kSIZMsp^57k9mk|;*L zNMJsrvU^<4gmKHhTH;NFkH?Z7RenE9el6`9QoHXXT*C$g%PvC-C1;6y#iG)qc?BM> zNlHA(kNQf*O~S|r;ij)v!8fYl#OwRg>G@BN*|pAY2WhUu^_zFKn}|H8Ju6UN;I+cR z0m*XDzHOi146#oZ6^D{}EgjtYMf7K!X0#sG>rG_M%2?`gE93HPf(@_zwE<{(16+vL zVM~0YKJ8J{>XcAeayJNq(=F){UETlooUwS?gY5XOz|8~EctFw#MOf_2D+e9RH4slD zDj7iJ>K$?5V41dEXMD)TS{bc&yF{yU%HfQr8!I5Cm9<0Fhg%N+&S5Timvw*q>rLGy)34*JDA}iPv@}S_r zaYm^s@OG$d-y_0o7PzjHc#X_1V{WK~6xFXYXHGH2y~d&x7EaAQ0&2-oM~BSIM&$PK$nXXjc=P*BQsf*402@Cf4U z*uFZ;+eM5;yRK@UvNT8V45PrHfqZD>gG9M;W3f}tA& z^nL8DRw;t?LkQH|^20$8rRnDVIFHf9x1yF4M@^5Vhct(K7PCBg-jz!7Ew%52@@aZ@ z`bethW|a*0?(GyiL!U)N>4~(xKA9naKL@;h5nnCj_rfFF8 z$=+I(?9F-0-3}YNbSZrgXGOFmS()~47K@013W$TOtp^)^7EH)$rW>(Vj(TnHxUawBH^wIV6aC`&cmxvCwoeat;TRW)?2xmDHG9S>)%E!IYZzO}Dt~ z{dOiWhI#5TV>50w6Y7-eM~+jc!RJgyN=9-9TC9zFOm!4wXJbkqa{bdM#^i?1Gkq8$ zFmCDCik8SRaZGT3%bO!DZuKGk*Re27duBWFU1PRT*aC7ZZGYX66DCi;Y zf7+9iRBb{X69OOHlR`xoZ2V8#NP=RX*P>Yzw1tuR8G??0ibj0kS!U!J6C7|BiXk&w zroH82YOHp-B_(UFTt#qNysvsC=epC4jb1 z8519J7+}OsWC4a5lrFQfV~)(>2y4biIYtsjC z&mk(fO2$-hFB9tyD-XQ(B2!FZ+vg>?fUZO+1jC}hCB8;IovS$HcQaUuCvy>Ix>lm8 zyeyX!Vj>Taj2vW$+{J+``bUj>^;jp%Q=RGGC>lifdz7kxgVO+8~@lgK@R;GUpoArW6YCSU-hcF?LjL%XtT}j)kh738v2n#Sx)o z#EhR}5<2xNX*QqpBQ0?uSFpv>bAIF2wP;0F&zLXQ6Fsj_e`CBxZqn3itv!)+Ruq4F z?NooXd@gm3xrSuW>4o4Q)DQ&g`AC;e3c<)9?f_$xRr;c?wow5E+(v zpUoGweXMfNI1c$NQFq}@vh;Kv{H-7l5co>bG zexZR)g9Y#-OxR$5@woA92E0r~>nWc(TfPAeRlhY&w*=D84R`(MwSgo-MyrEXa6k)uIVW->RowlNqbqa|UDjt#F2K_W0-)& zi%iaMsj}oxfYK#aLqXUd)XQBwnT7sCr25POL;?%-pfMr+?$qgcZu06mq5Y}kToWBnL?{E=xlmH=OYUvNLrqUv-_U+1;+PCXOoNz|sAV!C z&)|dhFRAcysL52nr>zo? z=$ApPqJ>d{op+@C=(*dP+Th)41oYVfd_(wJdUo#YHzr7TD(TOp5Hbpd)?Z%dbWfoP zmka$3^*yq}ielO*P(7AL+jLQa73(wgZFnFpEliD#C>magDenyDd38~shSbL*jStGY zXMH$jeyxu?q@GDOgV0b7Gb@LJYeI`^_~xqI?UdeY`;wfdg$NsUZ2er_1ix|cb7 zv^#L7^Jst?VTLSUZWd}b8eB9UcdnI%iv4aMt#>Rw93caSCw=`dcs%Wl1Z*e0xC{ax zH-qbSD>am$H~Wa;er@`kkS<^6ZwR{MpLG2ie&>$h9`FrJ6+j_31=%AB#woTcwJ0YS z|GOB?8`amO%7`hP=OvC+_>cn@yO=btdYEiHp%!27(ymxMq5;u&ncB~ka8B5yG)gF7bf#qtcG2Dh4ut@pH-0_cyyY!@}o4~BQQfLk=Bq9Y^mYAR| z;+cgT2USL86 zXwQ5RAef;N>GRhaVDhix#6!Mqd+7_iX%Ks%D|A?6PAKuZAQ8*4ljC*&k8ofeq9kP8 zO6A*^l%bBJ+~GoHS{ZM)%9;kx?;Ntb3pgt0QY0)M-hj*%gYVRHAYK7{Px`0n#k%#A9q79KgbJ1i(95mYb(BW$7g;FuO-U}$1ydVXbD;iM4M z{^{w_@#$$OIe`Kw*Jh9(F*vybxJEaCE%m40AVN!cAkN;2VgFb=VGe97|K=o8{}9;z z!HKECk*R4IeG}8u5BP=ATyz33XE1EwV+_DWwp9XfcPIsHEq1T^ii{(z|3L-iG3Ed? z+}zsFep$f5HTlgt7v9^Clfth>L3k#`f5fdXLA&BND z{r@#8QHcw|+XHfC0wxQ<5qO!!Gw# zw?X~swQE7+z5!;o!yQ;-%YjD zw>mVuzQZ#CYGG%6tAsWr(I#cGuFpb}kiOc@WkqGmanYz2E%a4AcVHoVL9h0W$o(eB347YK38LscUuq6#V&&NEZ$! zE=E2&|IvN)Ng^U*tNDWigJb&#qy&NX4-Sq3?;q-ex&PMTix9l;c`*Dnq%^WM0N#I7 z@3cAn&nfu31-$fwhk)Jp^O@M{cAtBd*d zV@|YhZ2s1g`=KBFi^DSqZFT-)KdN!c!PzV2pFOoftNx=`0e-GqKy7GX`R(JR6x-jT zfzZm*{C&e1fJ4$(i*F!WUl_mEyLqJV*whO$g=__*-2CVNr%4L{hGu&DSLBsNM;z7m za&W(z1)1U_KcQeEFIf_TT;(l;NR2orSZkT%mi%h z-TQGajZf_U+VK7LaP4ls^1a`s0YV%@F$LE+$@R(@&nv+}n}C>j695)f0H7VLF6OLeNgpwPjB&)ibn zq&iFzaHGmH377jUJ_1=5ZQ zS>>=k`i}aPsHdzH;HKfIL5Cq+V%fL{E(#g*31E5667#W3a#C=w1WJN?VDQ=b^WU|+vz1VgHye%!9qlU+#R1KEcyv z$}zp8U$#1MuO7$B-bS^OK(Uvh1zGCE@6KZwz*%~@xl~BR`y8NLu&0S$wQs^22 zK96+X{*1l4-FC8;Uc|aBdri4aGZI*FfCvO++9!y@l;FgV9(a(8`Q24)R)ZE0{|*d~ zaAP_hLbY17xgD?5dE|?W{tiKVd3U?xBka}6Yf{>AfJ$elTLzO6E=_-ubW`ucPxOEx zHd2|OTKn}~ei9l+kTGvphg+N@%TKJL!H4)xLC6#dQNy?POmV9cALr8KQDDFfwAa@r zGsO9F5v;WTCb@6Ql?um^v{=9hmzKUxJ`qFA64iF~qBy#LH_2ilMmy8KU?KENq^jNS zw_C&-0Pw=G+&1*+Pxsd9lV%C@2dFp`&?Gz~zKG4n(=Kg+|mQ-jP<`eq=Y@f?4B> zb;i8^hqx*Fx=UgEDwa0IwK2Ci4)resRe1JY<~1sY&X~=WLN@H`#N%*z1zD)AO>W4J z`8ck#Y9W>eu>tkYW5?QO)?wh)ZBOCQhn*QFvjoa9a`xw<$XJSunM9_m?I-Q9ong0wDH^bdMw|w*I8d67@&$9x z?0h2!CT1;E*+i!}lO@;IoVG?;u&PdUoegjRb)gs7SCLay;1NMUcXeV9-Ypi$g5 z#Xe8Q7*XkFZ*HzP&hAy^-1j9=OB<6TR+`pAEFkzW2qqt|SaX~7Rpy$Z;$FK(O3(friY(+N4}sFq;-K# z3tsC3!4|(w1U_)X&ga|+V~T8=$H1!noK=5PHb!qJ#@h>j(HZ+r!!*~G=|jAe@$TO` zgcIAwx5l$Vtjm^u`cSVj+hrmK*!PRPGZHeMkHE+f zlia@uJy3Si!1<>xiSvgRiFz*kYloTO?c01eOMB{FAJ)yai6h%vV#585y{YF`&GY<;7wkvDMcT zBkv7b05*sq;09n##=FP*$jD`{dv%Uip{|m5>c2sPhYZbRN5-jo#NE=p@Bm6kp3%JT zsU~yb(#9nUoy_WZY%cKpR^5uhC)Wwa7BV+vNa!Gt_zzs->|C8OJB3cg5*L^5b_c}f z>F`~%ZKu+&N6b+czna03 zr@${I`EFK+)zgPi0%YjQGcUYeo30fu9`@0ErXm?R5X+6WkbZ6QXty*A&~o1P1_UKW zbwqkIh}qWfDJ1-=P@g11RS&fq+|APuJ-+}!&Qou^AVPx+*ZbE}v`6JlKu!C>=acv4 zwgPG&M}gHUTQwBm<=gnMiH*F_P#mU#X%|Xth-yk=m>+!in}ld3AG5_5&ei*35s<|W z_#6&kT(tHJ#AY?#9^wYai2q$kl5jU^&HR0sWzpdcP>6j4Rus+VmJLuuAQrM&+a)&Z z>)-~RBKl;EJuhk{)y2J~h#n7>tMB|?tUVG$+^_tKVHZiiHHv_Fi3hsV@BqtTH(^ON zB!G=80mx`E32mFH-r~n|*$ea~Tx8MpaY}6!<6!ePf?+%t2Iy-NL#rjpWERfxiF-HO+Al8}CU5`x0j~o~q-}p$_fzLO( zsg;n()Nnd|!wuMLM^Bt9iB>*guvPle8h&FR%IfwWw8M}-4W zO-h#CoN)PR`E+W~bVlW2J#8A^WdB?bg3Gm+_g`gJ29c!d6D)fkpB_*Sspf+5hukv1 zTE)ts-d)K#VWupPu54a2gFN4Wh&96Y|5bCTSYX)bo*SMibeHw-*a>14Jh~k?rZ>lk zpFGa*FCl9rNg+pAlyVaWTZbRqv6UAMefA?JMw=ANBnXM^Sh?}#pj|7UAFkX@N>99A z_r<=()gR+MBG;P|D4vmMcYnzV;3y|_qVKL~-b4}$xBkQ@I61X+yqXC9L@xCE112kM z{G$S+_{Mu@B%Y27Ihbm*PR!+~jBoc+ri{u^SiLd+@eI5xBx5$MV8T$m+WV^hq>g_jP}^QP8oe=`y5M8H=GzaZ}HV_U`6?uq{D&&|~>> zZ4j1a5bJZGOz*{xcC&CINNN}V{1{Wmd}NUX%kK?$Q3hevvk8up>U0@Qj_&NYA~RO2=3D^|o@ zBQr4>g|aCUf1%(lB)ew-4nqbFp#ckvz`8Q!b{|9PDlvc9|f5= zr3Oa;pOaCQ0b)cd>@9&KNG?QqS0SS8+>ctjKh}v$m|_E=el+7b>kEy~v=U^q;N<6- z+BllQi%e7b`(+^d67H0H%v${yMw{|aQHGt_)cPKWum>JX^DC7~ZIFWu!*`1+{+Ll3 z-#Dro@8wEsHiQQt%^#=RNi_Y1+1w3WQ(0-;` zB`oqe@3XCB8t0=kLay5x(D>%NlsS-(#|9C-k(m^u&nww>ndI)S^weP(F4#Wp+pl1i z@lmm7y2Mh-^VsS1$!bxy0fo44P-v1kXhD*d4sYlb5jDDm9Ev01zS{5>4AyXmCKOqv zQkwGeS)(wU9(cr1vA@bzt)(hqbZEP+9L45}r8U9=g8*9rGRP00__^t;a5LHN%sZse zLl3me4nXRr#7mQxkf-0GJ_Z(qsnL)*zV4CT_S(U-3X-ct&w*i-x@BBXEyAved;4)_ znu-o+yz@>sf$n#F!d*1{e>b3|`i=e?V4O|!RJV1ZI^P(f%Q@W?$!ol?;Aj3ZZ#H`4 zk&of}A1Ppwmymy0w@DP1vYxY+>?Wz%XWxpxd|I99B7GSG!Lpq_Ne%m(9D6kF0_b{u zFT}`5yP|@Agd5|Bn!GNY-?8hP_*VlSuuh?&EF``Z9Ijc}*XR*XzJo_6$hQ^dc1_Ky zVuK%=H*KH-ndF1ar;HZX)wv-h<|h?cl1Gdn15gYz z>>(~SqtU{dKuG^Wu`L_5BHjQ-pL5qrQgx;r1_&9{DXHeuxY=}^#aU8TSNiJ3-Wu%b z0!|~*vtc1F#%ohD^I;iktXhyRt9U^Wn#%9d&#sg_cchIV0evm}`||bO$!b=!3TzZ> zD<@cHhQra!k)u&=p~_x)gMU|}uadQBqkOL8_k+H8;qF%LS3*CcQhJ_TDi2kNF%tEy zL9+|uu0)nne{Ga*XBuS)GmBR5!G#&~TUm7G15pC!i0vOlGzFmX+vh=9w0r3;WK!iG-0 zR48+k=*AWYZo!dY1q_&4whXYEPS^1s)vCI;l}vc9gI(~G$!5ka20eC8REka1w!x=g zd|mzSqDZO(qHjs?3p12)-Z0Y^0ue{O<&8sQAA=H9haU@3pAR>RuO~HJZr7K+NJ5^% zY)dR4R*%<*(CC8_^PYhxi)PhO<%R3{?PfWL>Z!9hp>96vom3q@e0w7XI0-#EsuTJ= zZ|UbYmG#M{?FQ7%S+qTNK33oXFVZO-4qO|wTAX}jJuV$C3X5gRP)KpIOw{1y*6JT1 z4xFbZGks^YXEnElAr~MC^fVIdrEh#BUeJyiZ)cOaKKQS{uh;Mx%MH5UJ9qko#UZ`w zPeQzl8HQxv%1?ta?5H<+-ci1|kV0I?GoYJV$)l62e1cf3vm|zxKJ9dhjUV;(?ZXi0 zri$1vs(#s}4Jt&4OSua|Kz|a~il&_sKRtc$_}@6EwB>~&`=bCbY@%y`yi^sJCp0Qg z9c%b0dEd@u*nM3ci186tM)st#0~iZrFwZBW0UsQ$FbF<0r-p{;3a>0v(is529@4$a z<0@6Jgj~kLdE*C{(I=`VxHj#r^hAw1&&6qmc+P)&P- z>t8MEjEBsrxXN)dVGQB86TGokma|tKQeMzXwmk)9`HAiF{i(ebixK*=kdPQ;HUV*#2_SC*mLkR9+X*-ECy>Y#~ zDmHmItm!{zp0vb36g3?K&OFRES59iW%D9lKbx#+cg1AEFNW+o&We%(;s+e)>_Z=k^tck7dutgk;yA#PYX`PSah>2Ye)V3uzfD_ zh4@xZYqpickJ4F_ec_*G9kz-mnkK=V@>~GtT z7*Xzd*{<3HQ76a&XCt5D7D6Gx6&t-BYLVY+aZj$TS(%dm%sUit>lo~PRPtU;ZDWpKVY}6Yma9ay71?lK0l2N;|Aca#3oAwEo zs&-Cc1|;?B`E8-okW-{4Ydd6O7r5C&bEcBo-RoDzvb~yHW!N2jRWKIzhswmgyx%Quxb*7E*x6^~qj z#*g|R?SW~l%M>w4U^Lp_W4zU3X%d!v?zQ#=c$U}pXD+vZ7T;Q3Q}M$H3AwUNm(Z;H z-Me@N%ZJHIF(3Pbja+)MhJil=!NYQ1orpP<}%wv6)2)7F4wX0%$cUS97$nEQ!V&#M&_K7IY8~ zDy1bfR|U&rxqaaC2@oc)^fxF2DP9qpadP@J^znRSOrGj3yIyNl!IjAqLMq>c5`P(J zl8X14z80Nt;kzeO)DZ=0D0yoWEw@(t_B2Kg?%B=vdd%I*bsv~2 z8y_eWyYu?s1>f5=1q+O7`OJ}+^@Z!QGh}cz z_=nmaP~uswd90!f1FjHGJmMfn;;vBP{5YoOXX*Hbg_hy!SM)HbD_~oL<{r|Jv6~m; z4XuUY5N!LlmMud;FrNQ zy}M+e!fC&tjtVNl%PSNmrC#43Tnn2RN|-R=bGOZEu!#UXP2IN{^z89 z4A2V6uTXH^Q4V9G7HsQCvgz+_Qbxj$O;@I>>T-nTQr=>K1{}VRps^>p123*NJQAdi z8db&iwshbE25@EpXf(K9m7X%~VDm5nEGl?#Ns+}~%Pm}+SspTMrB#B!#EXWMgkn8E z88_k1U7O1`e~Q$G;rHOy@|)QAPO;nRibilE(PnB2bN^mqw!awnH_reSq9yIyG5AKCjBh|yR_tsN zAJJB_!ch|98k`WG&%xmKwW@RVcwD`0Bv)(9dyp23=0~*yH0sOaj#Y9+kipE#xjayf zJLGU6P_R{Hl~x?~Js zy;7BUhgh|_$h=D&X7R#miQFSe-!|))tz8@h|qxn|hhMIM7CJ=Qkzs{053Cg9Ku$s{xKd{SrbYKNx?#d0d zlS}@ZXARuj5m^3-S*eUFSB62rjr1f!n9tdWwCa!@8C^rEIGPK83j;|;V?VCM1oxOx^=L)4w;8X0_59qOZeSw6*P11V!#>EHTm z2k=i4v8TyQHb+}SS=~`h|2gG}sFJLN$_E?&Rugn0gubGWK^lfW%#M^HEy0FPJ_xBY z6ynFFyjyF0uK(<>c5Dz)Jd z3FEokvKQHs=>kj1TJ1mVWjP{Z_qfod!mN@3TWpO;>&1^uWfzE!jBup3slALki+~(- zp~khec-+gtOI7R?a)w#DcIACxlN)>O>WV_N$*{$$x3fUKXM_{0Xb*mp)ae|ZD!Ahg zIslNrX(e@@I81PkohgVYMs^DV7(zBp65e{py zA-%`ePHLi;_2z#H?%twrcas+S2AbD7&3vep-=FhtXH67{Q=?JvJ03ACvYC^Pb-Q?y zSIys8Yh|Q)e>w$#hd*(r>VuA@bu-2OE}|?pOM8cPEwV2*reJwg=j8_E`Ng5V=%3ER zdJlDJ^`?<3=LXAir(R$+yfEnD<();1eaX)fty)hLpb0`pzEvgt`u-PzC=26p5@vzt zu_;Yk*ni@nXdo�eTA$?Hm^q^u_Uq&B-`Jz$V%Ck#VGA@&_yM@7cJZ8>Y?N3dQ^> z3g$S}h;4sEuWhP+694=s4Pn{zXXnd(&vLxja{4C^YTYIN`1D1k%MOJ zF`e4_bpz1(9*JO_n=j8+oXK^^liXfur*qS=W_ve7yQ{mccjU36_oO3&Q9ZhQj7K3X zj}t5){DzsiwuOwPJJWp#w;rk}NbxSoClpw)%WFNQl`k6mj(O?vt z>f#bgwLVHbmlR(W#=&RIsc>QhuP2gMB*}_npg?7#@F4yW0iqC%|A-<(2MNOlDC(!G zv`4_u@n_eRifQ8DvsAvN2m%AhU6z%hDFGO}OMY^HKU;zJ6O-x%mV2M30F9OQpTns? zbAl@H2`*<8^v;!YFK>T{{TXRPG~}SE!^5E-$>zf}zX0&1UNFNUb4Rhu!G`*Ez8Ze4 z&OLGM9hQ8R!U0*nySUVR+*)m-%xE}$v)(xy)xjc3pP^Yn3dbu2L8UaH%lVl?yI=^~ zA%%OXp+i>N`=o4_kNz_*wYEe{c7DVj`aTB?k>%l$v4|71WuKE`Is1{L-VG_)_K@pH zt!Tomxk3HRj!fJ&`ROI56BM|VoeEbJ7D^Cz^+@82rDRjH^if|SxIK$s%^&U?rk9~; z3v(6#tZUg<{h&0+v3664_r=f**XhFE^3eY!7A$p^U51;=>5QV5E-RLKS541O3peFX_dvJ{4#Z~O zi|oWrWhU#oF+JvKi)={}QW?ug3U1Ec+fNyLY5nCZTt0MHSw0+&RPWWC12HIN2*Rbj z6YZI%1)s`=$6jBNlwK??;$@DCWH|$&o;&4>rtUFDOUh!5C1*K+kOeUG3lW)bSaU#~ zSbCG%G*BN4c)GJ@gtzt-w)I?V7c?7K9a{OvWLpuK4%{W?+5X!1oZknbh!(P4rxa#5 z1jizvSFZ-SnyU`gXMj+KC^-DxOn=rcD)Ax~xcPNnr=WUT#ZAV|M)f9jAuEP*YQJ)6 zx)Z+nc`gauZRj)*3_xsIDMI#gieZkra!=g$ZCy3}E*fOPlL^mCC)AL*Ayzjqk)H3C zedCsFA}97B`0O2O>9Z~R5^a*DMtj@Xz>|4XHLy! z4sR=vk;2b;oS0XUl;}2Gm_SZc^t-UnRlgT8eAW0maf@CUs`F~;+#i>Bj+Bjw-pRnK zC245kT(@+QJQiWg;79N@o6N{7OoUUaOpb;n7C4R%SklX0cy$$KQ7Q$uglTOs`>)bK z@t@aHsW!>YBMBatl@fx3s@(b6zVSoQR5!FIvri3^<#nmW4Dz*Mzl#c0_2F2#9%%cN zob81)6S^p*GSQIXIE8Y*vd}4yag*ZvWL{v0-WH_jRCERKGE$-z8I-P7d;Uaw5go2Eq6!_a^em5q_C+>{#4-2BnrkU0hY#aof{I>hAW z@z2BxMExc@;HD+{%wRGyx2s(tG!0bqh@j z`i8ARTNbFqwBRMKO_27J$2;oqlaO4*38^1cl2rD8+7$->H zc&^%f$rwYU+;G|jf3c;b2WU4vSz`=DYowcPuxd3uMa?&5#~}0}H^=amS#|MSHKa`> z@VUa?R8h-2liJDPS)*s{!e1rFED)##c<_JFjH2&Cw$B@a(I8*C?_YvX0 zlSSI(Q~#amF1Zb9>h@$RmTsO8r-P>2!RlS7GFWiTpkhPsyN(2^)G^lv2yCIS(aX~q z6t*pZQK1$nqG=1;hYfXWiYC}(0oHZ?`MbAHRX$l@5bB;Kci4^<3SMIpN$7{u5Z-5X z`lmTa(b^~XbJY8XWG#6#hOH-f*cWJP3HM5VRDVd_@~)w zF=Z}?2(yH=R`fREb-$P`u5pU_ea8*qvoFP-WCKZ$A){RlJ{#JFDygR*kG*K!J9id4 z7nF_+O#*?xM6lGsR?SOd#yEbDmtM$rwb0j!9tv{YE^#hD`*_#?UKXAb`l)vCv3R@l z3x|jugOv?|VMtQAct|7k+uVDGzgm!vqKQqQXw5)ydBX5H0F zSJJtx3u_DXh29~YdSc1!n$#IQaHIuZxfVh~4gPd@1eT(U2wHKjw*%8*J9OTmKXfny z*ZIP%Cv1-_8rebdl&JGS_|QC0t?NT};?4liHw@1k_%(MJ=^9jO!v8EjlYauJ*Z|86 zd3Ss!{<`Fl$y9K|I{$Ug`~!!<_z(9dH;5j-^|jNlelFwF)B>nSTx;Sl%p; zRJg4JpoY7H-IFAojm&DGPe`1=Mj$>TETw+}1IWcThV1iiP?3WG-AuzI?+Hgx4q(Gz87EPPOrxFvwcZDW_cDoqjY zV~#DT*xp6FxFAvI!MslRxW2dt1TC`+uOAUz`>Z--=|u#!*v;|^KmUSM%sL>mM7N&I zTmViVPlrR?G79CB&e?}PCc#y(;F9uA^}RS~P!y5zgMC_?)xD~vkL@kTcCw8>h*?yNbLgz zHY<&d+AEdiXbx6ZyI5pS%;#$3EFgB?_}42+DuB;{eHLW*VT^cTG4HPn_d19#LJ?4~ z+LqiEe}8FBpkXmZN++mZ8(prc$LukipJ%eYmy07E6_M)L#l$mj#3TS%SJ}~zp1Z_T z41&yu;*I3nApL|1C>&?7J3FBcWjzutmz$@$m$0{QKE27yoF+)E0wGgSUC8cu=Xc?s zPqED-IaNwf=Ddu=DgEuf?l;P4Rd+z9Bt5n==GLf2p?4X-xX^g@f;BBckLVQ=Y}O84-XNd+Uj_g@ zkF;b&2V#mB?6gEReP#2YY3WAg%FD*Ef2&kKg@HJ61|5hcA^C{IZa!~hY0J>i!Fp`s zf{PiwDg=mrFX474RK>f{)xle=%&2lA-KQcA_+zz+TfK|sd6i*Z8PX%74*_w#3$k{M z;E9ex_!Uii({C={QBabrL$@e=kyvdu&W8nkDy95+EpmrVd6n%guj;$^!eIg#`TCMK zf%{_k&~PI3$NX;EeC65Yfvn>1ZSHsqLTx#_gd9ZBWj-jG<;>ljGfniYcxvlF2|YQY zwB#lmT!WxjdYTkkxKFwdz!WGBO(VK*yU8zPQP7p=w8>m&M%XvA`8Brz#s6ySf{lKm zIV&AjHJ-N zP!1dM^0?QNJ;yjqr$np=3lTI5Z{S!pTGZO%~jB~mC~1$L2+{}NFCst`SqK*q`;Tx=1n{_ z#AI)KY+?@QztI@}@Sp=5q*ygiT}ym6vnPtn*}1J5IO!c(+&8c=+3piFQ~{*{h@sU11-M|AntOPYQMPIGE&s$sLQk@3hbyQ;`n5 zkNpWw5vFNNzX~K%<}Q&@jrkL0-}fs2PPNCqz0uH(X?sVDcVh%%?P76dtj^*#{3-3} zxjjIkn-=!b#Ybt=%AS^kOz82GpmJ9CPR9eLWj@L<^q67rch zVyUJHLTy}$W_kdaw;idA4hv%j0Ehb_A-`cE$psNJIflZG>Ww+Cb;E&*7Y)gXv*@MM zh~Q}wVvDY_kXO6kK;}VtOEt9UtTYZuYW_uPB)QBz%bBBpXH`1VwW_5DL6V8qy{CZL zh_G^|s6PK-!3&8M6b(bec%2d-wC+gL0!;wN-`KucjY|qp=es4IHVf{5?L0E)CV3BL znc;#cU02ME$%mEX&Smpc|I>XI?C-6o1p^oI6b4`TJO60NoUz5FuL)~CEFKg|8B^&4@8x)*yT@dVQdlGS$m&q`@&noGdq}r z{)Y`U0#Tf}wCGhr&9Z(ku6f=l7O4injf*ZL?C(1wPEWTuy1)isjCgEXD|HV;z=0i& z@oc_>1rnA!90x_kN3>SDa#J6n`rPewl_m=15bTf;*p!cO7v%BC=ijJOOE0Ew5KoBGT?vD znZ`pL{jG!5qzp}ek+4pw&E1x*5bFA`I1vfAQr9m|MAy5__4qPRMZ0iEywW%ZRcd<) z-k)dPGMKZlO35nahky0GCUSgHM|LU&U7vE3g`N^mY4j9j zer2F2|1%ZhC!adLj$R#R=S9s=e?`WB(bC(J;Sn7d4km4_N4yqhCUI|)v+Fj@cPzjb z9ywFsz1?(nxlt;DT@`?qzO`&KYHt(WU!$@c!fexUB1sG+umm@{4p8m9DP{=Y`SqJZ z;!zT7sCU#}5)<#qe2%mDp{{Q=>JQ_Dmr=-4{MHxT?@p!Ad=6eBe>?C=Pntgsc0?rw zoK5R83Crg-I*E)F7C#7v*JKEMl4{N&aja*Xy=Qnrq!iK>iYsJ@wW&mh^h9nQyr|1= z+BG)rbhSs?hjo$Mb*!ec+j*GCQ%|4iwBtAGj=M?t9~L?zq3BMDZJv8^rvQE+z75UBq z<7wPUrh?NPY{$TMoQ0_2b_gW2Cp>Ea{XO<*=$9Qcr$P+mq;Sb%8jJ;)2&^VLB$|h> z+z31t54_1Mjm|0NttF%RwBYQc+sc0iF|1uO>GyEqklDg@l<;#5zO@sd_UXFz_V(K+!TzCG`#zZv#*wf4 z2#RlZ&Z+~8z&YiY+#oXR=J+qaH~sJf7*KT`>z4aNEl6$HEC=6%kqbtz7|T8;Jqk0w zf20HxLn4veJe;^a#WJxbM(L8K*XYUdG2)^CFBfG<^dp%Eh`Rg58ABGfJ;15mvu@@J z+qJ8ndnv@WGl;#3^pOeL-JHKumlD95X2B;xIQXZ}co#I4l42jz?2 zok8?ny`NQdz@SrM+WIAQl595L8K|uqd?lTsi0<>eROD6*sf;!=xE(%l%&u(e$JSuV zr-u7X;ekcuF2v8iBL^O4Uj2RC*t5w8hiP>Kew~_fR7&f+QRs{o&C6sj5bbO2W38kd zw#8sO$#DYk#=qz@c;S?4pqj?x4!@EOp% z$Mu|(j8)eoBKT_x_9Pmpv~zmPLIy_L!92%}pc(6a4Phk=x9@yikGE3ty2LoPwsf2- zcRNezx_IEE-UrNw6Do5Xq$ctjTSRNgi>$M4e54@!%o6YQG#yuiqMCL`Nmv(I4)~7S zuK~l5Uc}J0qSoGd*LrpHU$mY(r_p}mncfByl0SYRXv0S1>L_gX(DH`-+{9iL)?<}f zJbRQG8OFcIXaojYEe3CSU;r8v?HnCLq{l>bmG>w$p-$NfbtfLvAQfHDYGeZ>I z74DuxnU3QKPqS3U07&MoHjDd#2G;*fc+ILG4M=o%(j~Z|)PkRqTblH2phxw6hUqCA z@Adv6%%rSPWNLW$m^X6qyt812Xd%@mUUiLWvFe8j#@cL?Or^CbgJS~jxi>NU6B>=L zi_VaetckCOW)DpHkfax%$ef}19-r=1A_rY`(2oK{7zh%}yD@r*FiC3N zNh;GSmuN4GyLa?HCM~QBXK*p#QIQ8I2w@2*pnlxG6Eq3sV>tn}Cf(&XtA%Vs@ALwA z#tZbJ|0V4OfBAR1oee~i-&UIA<>L>3YKsSz`wAZZ)67gqkXR1YpOf#IkS%9Mi?KKO z=~|E9IkbHGW4bk|9STQsPbG9WeV|Bpj$CnmyY-UmsL!d;LuHCl2V%*C~$q~4@}OTpl5GbwVLfsR=ACu&r@R0pO;AG2v%lx#Y?-m z7t!hZrPfzez}+~N3w(i7C`y`iooG7SP4laW%=Lx^jj4~yeC3V~Ci@E;Q{D3pC*|IK zdD<6V&N)1bq4;irf24#fB*e<5q=^5&kJ$=T$(0?|&VhG=i}?lm99OY+8#H@@IyzV&{S;%wHhq$_6LB zYc#e-j*I{b%!Ny~30IMMLPUbVQ9S+u9*jw#{%^n>{~x@ZD;RV3&1x&HNhrf5`9fE?c|JF7M?y|t#$sGWIX`3;Bz@D=`kg+ToL zdT4$XxgA7eXn0gq5J;#fcqfO9L3!NyzMEm~Q~6>zXuz}&xL`^|NKpf8OMPU}@-Tnk zW*;5^d<6h;K~Q1}B5G)O1k}`DtZ@EGfaQK)dNO}p`1}}uA)oLLWdz*-@$@JvNTsto zF#xz=G=Rj^ROELYSozmrLIZeu?0hiM4nZCU6asxXe+VF;phBR(gg~)bl#s_n1jNU; zH?Tk+AAj)TD4;rke!Nge5Og7*d~v>Vr2VyV0H1oY=Q(qJLt6g|s_8SjFo;2n6F5;p zK=dFmXrPcUeL?R7S$SdrB^>?25-9rnz`;MDt6va!fbR}$0C4b6wNAc;KE#3jzMuhk z@WCZ0Xt>}39e`PSIP!jeA+&Hveh7em`!YTL`Y<>kB)C`LA@2TI^!~fm0RR{iA^>!z zgS-!KeDQR&Nw9O^r+1d3`8wuwE7dTr3PNt40{djRhq~WoeR1-CPIm! zetFpj_GD*zM(iJ+5E%moyS?%>Eqv(F5$}7fXylOiwA3_&6a;|&p1}El@M;DBRXBlr z^80e~^-QOs3C!t&(fTo%K$-uYLXUjI7y0!2$^$@NK*0$7l^x}g8N!3_{|m|oh?Pe} z&wk(AU@$Fz(leX>O{fR(kD(9s#rMCjo9oNHriXSC?B@acgZb+*B!FUq(XpZVTtplMh)-`v=T}tx2md%H9IC&bC;CgI4s{z1ApW;PcUt&+yKx5x z;r>e=jCMb#{Rs~3QUH+a$F!rWu8kh}0rZpi@ym7mC-$VL@vBz)=O%{Pi;LU$!|ez7 zi^sQ)bc*l}7En-22T26X^G_7|{x4LM|8KDtcNyaJ>SIrr1{s|Q%%nYPtdAD)vb@Hk#QJ++RZG5n;cg-j_SjW3}$l9MJ#e}k$AS1B+$3MBq(fo z+=u)K9X-Ub9&Rvn{=SWLO~Uw43r`1@N@fkD?GBtC+_uxK>uhR+?Di@ihl(uoeeaor zGC!yId80A)7&L1T6$m*h@Dik3ry67Fa!#n6r*n<;3-}`%cMOQRpxZk=9zO%C{C-)n z-h_P*6L?J&l9*qiBqTRg^$^w_(&^sN2hx@5by2R9Tx?F3sgnNv7t?G?uY@ z=~z*2W@m;LZTsXoMlE5)V*>H(iCO!vPzF(Acu|5MJR>x^orYtDWi}qn^?sh+G3F>& zUUFQ(Gaij@H?%N{IDM)ldcXp0LM)GvXt4;TK}mcN3EO;17UqeQM!cRZPHaD{&^0S* zkS&HPCL+h_e&oE}%lkwQB`l9F60Xt154yFTs*HHt;{KACA2Q?_N0ij%{Uxy(OO!Y< z@M+&llc{FvV9(!Isc4X=J=ajnvDV)acElI^@&ri<1TX6l#eN*zmNRR3+1ZKL{?Ot0N z7$kUFYIW`rI*v&dWNh9dfh|;?kc`nVJa0j3;dgVd-acIWC6wgc$El|@wKLai=i^fr zJ$2f>{DT*{Pnhkq*EdzUK%gbQ0%=3NdH4OCqpd9LPdjk&>6U`+)tnoTW@DTQ47mc*9wQ!cDi5FQ&8@By4z1YUvf-fg+4cLb z#5eF!=R2qBPA4ssSMku$Y;h5K%;v?k=1ci?j!s{6|C2nD#$8O*@;Tc&eO}ugwu5}N zd*l#2J(U*Iz%_CihghYLC-r87OTIVd?dKth%BG)0;_M`}<1YMqlkni$XwAtX*7r|t zFA5ZgR7B+!0Yn2$ZFiPJQO14>jnJZf0jhOm%@INJIV+5zgL~Q9@oC**fM zzw-6oeN`m%?=Gsv>e~o9Aqm95~Z3N;1(rQdS{HByA3ces8E|Lrfl|bcyLF^?W%a8c#W8 zZll*LEx=U9e`rbM8*VdXZ!~P8#+RQFz*fG$X;g@*m2ilR~)a5kV6YD9mMm z!}bN#NOsb_t=s8v)8rUBoQ-qa>pYcg+}$HlG9C2C%swk<8fAoWKnSg^hV)!Axr)en zev^|FUUAw1zg2N~Fs9Qy=>}Txa-~o-=AY<&JjLp-Ns0>1OhacxhbVd8KB5R}bX3AN797x@a>~ zn<;XMx`iAJ$<;PPi#{vw8?wfNq8@>SK|8!qkDDG;zDeE6U@^Wo%P}+Ct;ovT0H=Sj zd{O-SZ(Od_a_73MS(}=(Y3=GK!r`_MR328OC%eLIBm=&SzLVR27c!&Fi?Sj@PT=8)ZgK-oqFbe4Le^n3Yc#MPowhP06Lkh8-$ z`;3yB?70KwbsU1gtz1$-9ysq`%%(LK&-m*Y))gOi<;#pM_c3O_!KSmSXs^Ldj&9ts z-6pCv&Q6q=`+nm9FVcPZS^icCCdVOT$SI14gZh(N#WF;jA#l^ZE8wamVAa-R@TBn< zD#i4*B&dS4zG`j9I_P2DAHq8jG@u4bpb4KoVd&bf&g^6kH9J;zl{&I_l@?sK$711l%qhky)LqLCzay=~A{FW__jg$8L$_j?sLcR1Fy%M4$5-9}8 z1??Q%TVB@`TN$zk{Tr%+VPg9q%R$sI{|3Ph@Y;>jJu1RfM$h|Tk+;Sy-E!r0TFf=p z6jo@>Y!&WF!fVuo5s+*V(eA=QD%*hDfCVc7X!#RnSC7DWxl|rkZQer;A)B#YoqkE? z`kR;bDC?-4GWEpRzH<$EGB@Wke0U$H0lS>ybrN+YY7+VaO*-&{^nIEd#A-E%1A?l- zJ>cX`0|9M8gt(}&3en;!G-7k(kTAdkTP<{lVsVbB;46lyCGy);B#yBA%YfSIzG_k6 zGQgq@+{fv#%{ysZ(qE4jfv^bBr8?VSb)E6hX0}%kENC>ZuD2c$ng;?isbQ3Zujo%c z28eRDsudB{4I7jQzxkNOs7I zw7$Xqve2KE_wqCh@h`+fXA!^pAG6OIgq6E6ugl>JQ=*4@E!=Qg!e7HM$P4OqZ|T2L^OO#& zaj5_pFKUP;?PVIPvtm$UiI@~Sx3}uoWP7yUT;_lQz zNfbhS<>3Tfvj+OpgLPTWY`GKbY4Q{<;t})QVsWcVGb$_7y`F+Bl+`w|L({PIC|3gt z&mdxUcfJ8N?C+wgotX0oDNc)aYu@NQvU!h?&;Aunm?-3{d5Uh5CYASiBfqAYBw80(md&6hQ)NB0 z!Fnr>Z{2hgn5ju??*;}=#@~7Zo~i5DlVuF2(?3q5@mr?pJkQLBBx0uV`lH6!B?_%Q zi(ZTO7Q+(b;U>+L{pzTkX}Y8!gx{OV-d;PD`BEQC*TkB&uAng4Dz9@fGZi*c^fhYv zW<8>p?s6kY{ig%&<&eD(8<6vf?&_OjUDp@X7Ud5i?&}r1n;G41Ulvb2q_Ct5Ytu&| z9XC0q71NxblC3-xEzi=Z+I!VcP)6 z^QEP5c(=3UrLQ(hEQluQCfnd851YPaxC7o!RzDmx^@}{#{8tJukiyd_vf7fN*2h$0Q+KV8`&wGy9h0?@>q!=_wC_;vb?`x0F zU^SD?dwWpIKshir2~B{m9@-10FKx7=`7hDAC|^LBg0fc|)DTJ3*lr|t6tC?Gyex1L z>@&y&yU+Nn=Fj%W3-yVZ3&r0Z+HG{IP}f93neqQ!B-^Nxs;cCQ9Fzt7u&7l{hd?uj z6JR*0hzWG_E_tu$lE)D>zqeC%x5RAh+b}D;HL;`E?71f;2##Fq1-8j06dyGUFG!nK zKCc?QMt!NrM{PvDMLmD;mQIm0kDLVZOV0q`9AQ%0#L8;Zgs9m3jxUZI555W)rEBpx z)x~PfF}dn9P20n7cWzL%W^xX2!!FU2IFjjtyUrf_s?`m(bqe#Hp>%B$wE3%>cUIVl z?@J@)N|s$Qh~TrpxAt^BLV1tGKckEMj>7E~zNWsZ?Z3{kcyAvj(X&VgPnqL4>uw3; zsn&{f_+0oi16OU9s}?gA1<%$M5%~o~sW{7$e#u#>SjHnV;*dSK| z2xT80-RlU&Ft(;`O|cJ91mE1u=z3fAB}T{}CLSnQYwQ~HxWz$kK~A?YI!ouTI&EjMr|KWAB#vVce7kL=hBvLk3S^s@{VHM z&!Q_QCa8fkEfFcyTyVJj3va~M3>4yDsJv@G0Ju{D{tA_i^HCAu=amWt&jTC zy&L0JpBR-UdT`;CIOXm_@&?QT$;UUsLgLX(CFUGTbMe9-UOOmOcEvoN%$waV-6`Z}lAt*{YHNYQwHz;EB@=`3ezL}EB zSnMNnZU;`Dyz)+69Xy<+vLyHq3!Q9z8wAE`A&{n(widVOma33go6?EPDr)4EYh)qn z*%GmC+q#*~bt%#i^!+kiEku!OJhSX}S45e*!=SXNJ*Mza+mn*|*zXle|Ba;wHZqdSvq}0kOb`G}td23Yz3hf830~|B4guxu%GCs_V{D z{Qi_!GL6-iwYpxK`0@r1^h9>vhJPL+2VEXcP_6rmI(iH8kAlZ3d&8T*M6XgbzLh2O z5g^dNtri^l#Fn*abF$qI3>SHobg2aOZ8ezt>5dhkQ9TQGypTNeD$C6IVrAjxvI~Bf zUal6CVmVX!3WWprN21Msq=cGlMBqqQjiDaBtMtgemsfIunFY>EH;kgzUz)3Y7Z|a< zcBvXSoXM|3#9Q_g_&-qnQM(KiA=p`AaJRK|o^6ps@r1@|<~VNnR%HI3P0C65yxzL& ztrK=nX(~cEW6Nw}rTXq+v zvGxoxm(LtV^>@xCZS2Vp^v=O^XIYxi+DSesT)mEM=LXC1XwfPhr-W?C5B_ZyX!J+O_m7)yGX6XnM`$fM4c^G6??=K)gA^U|fagBCv zxY2cz<9IQht&zwMOcnO%t5+DP+upLoM5c{>#ErI_gGpzL_znv+#v8x5=4M|1qo~}l@R)bLc>BYQzn_Tm(@7t+{YcjyPI3ih)^sRg3hZp;ZHG0h`&s*eABH9 z^(@@uA2(OxW4|_79FU3-aH?F$Q6lWD5uJdCQXUyqv1lwld$`c9&(IuPJi0$aDyWyw zi#!S{&331#-^mm@m%@143hQXF38=XFE?3_I=d9;N=baEC&ML#C=4tU*Q&n5JYg$!} z^qLkRrq6ex12h=3&(g-rt>e7Gn68=n(MVh4O2D!LZaaEfWC&)oJ4kI;*uv&Tg1N!F;7#n;C5!nLli)9suc_rTstPsa;e1onGFCmm=E)`r3*cNIe4 zsTfy-A;E16li;Y==|c;`G;lcS@o`aYzoq9|Wt}&x1!rd1O zJE_>VZQC{~wr!gg+g8OD>x*sMtmKQitDSaMYx`nd?92Bb%-P2n{V5xv-IQ-w4&qOC zjb5M6e^WP~3HrD*_8XjeeE+y$wOJoke&8D{dblqiZl;)rUJJoHCNLAiT?^y0i2RvB z4%l#Sc<42&V-9)2co|$~&l$emEo;o}SiA*Zkc58g^_CFngj)*?T{g+{T?+DRjORws zy5@msg@MM6Ye@9Ti7(neF z(hcR|_qp|=d3NC)RA}3rqUDUoq=DuX)14*iGmY9T^`&tPOf?u`>32N_QrB41C~)~< zj#m>I1CLUVCfDF!oUzOHr}(477ekz;8px$|Y^vmn=V;F6YxK82$x=^(OFH%?>ia;L z+Ydo2rJjTw zX}lHlXB~RXCCnaaJ4-p2r>RP~xWd#sf$6@99t$5lDX*AS;rohC1OPWCg8VwKWXVHi zsL4H-guVUeUH)9?FYZ0gOM67|7+TlxQ>1ql3~CpP0#FF_?x{uf|DDq?dQ+=#ywkGHz1An*#}p4es;d90hzVVC8vqO2q^20sG#~YBL7) zE~o_h^|LHWYy!!$C@!`EB+@ayjuWUXBaNP^JoT78>a&~x;6VSTr`rtZ7tIFy^qt%i zZO!A~6#W6G{mnB%Bji`Y4#5h;Nsu}gMJ}S(NhNSS`j-g6QU*6YK}s@N#p*2-RO7{h z&}}c^!}4d8>-8jl{=KDZ{@v6WG#uo{?`H&^RA=~$RPe07sjT3yj2##&Y6zWO<3cmx z-ETx?5o%%oEp}u7Z?PLEE6abxl&r*TJe-{WdHwI$jh%;!=l@wM|1X+KH(2&1`!zvH zEBbL&vg(4X&8fAK`m6U80aVkINRugMwkMQvMG2VoW;NX;gJd)kJ({$uvSKrtbVn<1 z-`(%;+*>}^nJN8e|Lskn{xjLIqXSJ@Fhyrjr#P5|EN+52REs=9ZEa~X2pSE%6sdWk zsHi449O1`d5ZrnYIctKn@>guJ1lT-AwE~_(5vxKJME@KXvh*a_0=2m{q&YcSk_c&9 z0D3gJxiH>!|UR0RCT8s_09xLSYMwI{~Be!APwkN}4i@GdZ%8ph!7^>pOd)FfVdMsDV+ZfMf@4 zlN8^Xk#Z1TM~>{zGpY|d+*%219g+u?C%o7Svqppg%aiua@B=KRhZS)zcrH;Ib;X&O zl7vabJl_^al7$f-_rOv6ZdZQ^KTtt@2iJ3ht+-pF)HZMpW(NW9AQ4*vlPf9DggCj9 zz{bdur6D0HKpsH*LE`v+R)lF3a&=s$?y#s;z`#CH`heFjiS(o7(n)^?L;ac$AQmQh z4Ivo_=ynmtvpEdkI1^>#MOqE_{go*khbB8YFM-%%@`4WN;;5z!Q0OrwucP)Ky zrqnYL_Q|1q0$u`PteEfx|6+yH8XCd5qsm7uxf6e6*ua138=<4b0w3QRR)a#y8N;9k z;%RMYta-RqZz>3+RsfJe|896g9`@EG7g${8#Sb0A6!Ij;ZF-wkibx*?`Ymw`d8rbi zv1(*@F(!3Nd^6UF^`rdeyQCyb1e+sA<3))nrInR5%=dX*>KP6J?fMCY;sll~iU?Xs z76DQ(j^=i1p>nVOd6gMJ3JFs52u(8q1~Vxn9epA89f|=OHc8a7$OHC{l?sKjXOxsZ zcFiPR7yS;es_Saj925PbWpB*`BJu{W8k_tbvh*{c z>#xyh)Ez}~Wy3`MUX|qs-mRbsF*eB0!V)s^IN8$C>#_1y8$`pvs&m72kJQJBwp$e* zE7E)qG{xtBj1!#^x{SWs%_PUq%M&JhRp?eKo-+I0aX?4 z)>S(ParyIppJ7Wjf4?&s^N6B)O#4zPaW~#(6Wi2cAev) zh~kIB)XiAN?urSFRK5JRiP|nMygaKS`(N}iljvCnDfAb*1RN3Mk#I0qpZ%k1N0{i` zjwx=9AeO9bzJ9rBt^^ewR=XHIH1k5aQ&<~4j^{0*cI&yYpqTSdV)4{o#LWMo=?-h*v`~==wOQ74~uu@@dHN9Q|AdBk6<82v&W= zmP--ywA4Y+^H9imQ7sx{8Q4&iq{vl}2mCCXvQ4WB+Fu!rN8`0rE`8rrg*FPeRp!>J zhLHLoNh{8BEx0a-{^90mwB60lrrlxS&t$|1+*w4fNFhfrbq+zcV>0Jl+d5sGAP(5N zbemM&!T}6!SnZK$+n{{oqN1(;`*;u)h8x%2*z&i}CpZ{ozweLS@8@cAkgm&GHV%RC zU*urBvrtzA_LzlU-U0|pedrA*(zW{7kFk5ouOjR^lD7uH17xuV*-)UI~@qEi!RnXz8gP6)j#xS(R z{Oe{nM_?V(VGPZ7?c;fr&Y4uckNUXn__Ft_EV2G_sX2TWr0tlJIfCB1z0eo%ERI z1PTKMQ=zTiCA05- zBK=Vdz-P)d`)`5r&_oDE3*wFDjJ!b#1-l=H}K@eSu^>PY5`&6)GN_SULff#d4WIaovM=m&6#lc$S*3yW@;2!8Mb zWFATf_YXZG6c-ITYpd<0+#nlx&8yK;+HJT8%Gb20qCV>e1)5YP?Jc=#1U+F#>@^S0 zeg{5|&$X#%XvNUyPul_UQOD<98G=;LAp&!rvtQ=>J*hloqqCjKi~_gszP64I`1S3$ z2RV0v4gsd1U8mDP(!5Kke9pI5B+GTQ&PiBb>{=PttR`ROoi!g@r}3VAsru+KzjiU4 zGyrg@3&aK{kiSYXWNxFpzM>O$KQELn?YcfNAcv$L7H_3N-Oby($G@BF>foxg7eh!^ zewwTm?Lbwv*r-;PyP##58_tULHa9?fi%O zd9~&#i!$XiMYiOeO@b#qSxd{wiIXTC;Ck+^)jP*TZ#!m%@iPLjj~^RZpMK4r1jA zZrgQ|P!Q?L#EEpj;KuySd$OR-Q)E-L`$3n<9fat+#-G2`=nhW$qo%m~Ddix`l;q1} z?WV0M#R zq?@er@?-7Vit1Htw9Zg^j`|&^W>o%0_qj`6$lauO!pQ)zO~JrOt`Tq|PE2ur!t4FK zcrgGC_|>(%Th6p?(p6o|tXyA}Zn|4Qo#ZcdI<5Iov@^;@>#yO&WLTRd5F$uslTh(s z#c*EJpPaqzLqkAUN{Bl8;AMbqGO0{J|`)No-s z)7`Z&>K4ZgW9%BIrH^*fHmKun(SR9WaM!1KT~g+o{K%otmAkq+tsdST0Ou+ZMRhjr zcoUHL&$}5D4zAF@|D2psYt~x7#O}PSY5dvRFE9Xo6S8}n}G~OK0%{W zJk^E-_e-z)7kE!FB#YQPF2d0{BB%25_xl|uESCop+@sLd`$AzYzz;dLOqzTxYSvg8 z%@PiD^PGtB1tKG0xGgYFkMll5RF~ffGALC4lSQ z!zVxR$3FE~61e|dJ%}^Ps+>P-+BGwcm*BHFoMskAfG)Y!dO|9;tF|@Gu}E6h$#k~6 zHsn{Dmk-Rd~fTll0?yk$~%+G}fZ6BgrqEc^!UIbDmI=JO6k3 znk|Cpl})YKw@k_WRJ*9A3b1bbi;#Qyyw1t7{*FI5ynTR08H7&#MC;*Dv$(#2o11;Y zwYinrzKyo0sMXcFYau<%8>DQ<8{d_Qu|#- z@MXw*qeP;j`LWg;U?TEp{RZ92=G_cmoc{ybR3fEg1Ai@D2knD5)@93w=G99Z^W5jU z>`NjF-p;3oX;84oMZ>+-t`55S?XX5fdvO^3jdb(MoklS*b*#%`kN#5=)U&LlLake1 zb;bOjMtI^%HUY8waq#Xlz7AA`Kx>^x&h}=-K!$}Z9M+c-e)$hnj(_yuNhS?rjh@Qn z8GRCq@R(aam&}0IK_8u3I0L%W93IUDGc$=Xlfk2jUM+(L$4mU}9Q*^3HT5NQC5#u9>ZfTs3JF)NBQ? z4>XeS)m{fJz@UBFwO&tA?jzNi(2^td+CTeS?Y#X2d;caO(IO+$&iUQ@w4U#;LNkv95DHu{N` zZLTesHK!EjNlG#ik{$AYV%fKOSKPZowy)0`qtabP;wsnD&yiy}5|qO)-t#dn5dxD4 zZh(i+m;_j#>a&v@TT??^PhX?pW6jS3l7v}%*qnNs)NMgZ@=XVF{r6G@{d}0!5;xl$ ztG6O{T()nxeGRptt?7hWd`DB01cuKy zLj2V$m9K+B23@)iOcFnJwQl{++7|7o;h&=HW4xEJ{%vU|VN~P_hM*0XnKVdtuLDEO z4U%&d<>YsAti<)_x_#z2x+r-!jep$&de`)H!VhsAf1?r&J|evQ+wyby4q#qfYV)fi zG|>QHV?CZmZMJvgII)d$1@5Qe&~*eFdfF?P4%x{YD${>@O_v(Qu!XPyS+_S~aE~*t zwx0e<5h7Bt=*M|gPP^Sjf7+!O&>T=gtkW~iMr_KyTjfwpQwm_riuxy{461v%oFJr~ zgLh3NB=C=RzOUDtKcA@|koNf$0@a83|wJAF%S zuceh;(|M>=*g$3RP1Hq&O3%i+z8V~f+|Z_kGyow)1xK~podZVC%2Q1vYV*e{6q@R- z*5^aJW2|94cZ>%Kbx<7E$QqZ*)O!sc)GYs$jC-HHxa)x**N}%(VQ2puY6`XfA!~~c zmXDm*SJ6Cebb#2mT#&J{(NTrB>e{CqAQoD4c%TiV=X220m8XZi3=g;GI0Qk1cZpaW z{e*jJ#p}Yfm4Ykqtw<7mQsSYvxX)W(YmaK;?+R}UFRf*u9|L+}HOy8wx+`#DCnS8= zo=0!pN7`St3fJ;m8B&=}TId8H*jjYIfgXTJNp*;*OIP2ZXPZl=L_mN`eU-E}ilY?3 zdC$J(z~q(dYyQXJC!|sKxAAw-xap#EeE&Bn9elyYe?xto{}uJIu>S|{u@ZB$v+(@q z^}kUc4?7R@{~7hQL#nIW;&H~o$VQb)PZS2Ri+Or-MIC{FBOv_ad~PtL#1z}x#0&AI zrEW4ZveGmQh`U}h-m^Tn@BhDG|Kz^vx;yJ?;CpLQy1H8p%Pi5Jp(j zz#t0`1_aETCs>$}Us6&41`h5kksxs%Bu-e=SdsKQCP^Ylgt|omDNGc)dMFo!mQfjm ziz!G?I809&0tVtQNbuk{Y#50+hzqe+6o+sgdLfuA7}*`Rxrq}p#PAAIxZ$Z#28ab6 zCP;f@Bk?=YIf%6sGuTf^7qH4uWe;PihZs#_YGEu3NYE1guNsKvOaeGato;KQSJy)b z9#S3?7(G}_k03k#0kVO5b!xD z>S4I6F!72GZk5zI2u)2P zJcA;NgeX*cL5L7=P*${+&c$0QS0G8h9&d$FFkr<_L-j>asK?L<{z_dE2Zgk7f`sM& zZFo)6gn_{iKN1%$?6W+2Gl1%uzE@mnVwRF>M2Cxh?h@jG0kaF=@kFlgLs}hxJvljg zBr*ecZfbiKh-ih+mD`0qxB}Bmf2V`8AABFRfR_Y)3I1md6a4^bWCOW!Fdu#N1r`@{}2Y@N>YL$j_UpUddsUzJZ9woL8rAo4h8jMaOK%|7XPL+TOXJl z^vV?82=djH35B3wz#Q~SRGtI!8mxK7bn|W5`<;CMuVufh@zo&zy_1|h8>~Fz_2DF}-KK}P=O&nO!G4ZuoY&knL7ZFv` ztr8zZ6^Jvmo~?+orbpnyiBi{>qA>$D+Wk9b=nNRx_h_VMRvP#lXNb5fPzehr zIvxKaG4vyTz)I!QljvSillgM@;&2}eBnSm237YWj?|c-|9w0uwiev2)*#o?TJI|Qf z4Gu)08Mz-SqW|50E(8pOv30jx2t^k`|LvQ&Wp>Yz909_q=L7E!9=v02!4u-sejn-{ zq{HqD(i>F2El`Zm0R#)<$jbV&0is2?!}wbr1I%e)ol<<&mhk(Z$%_9w=)2WYlMx2ON9~)K&*vX?{O<4%9=I{4>t3hHOgqDSujZPz z{IRg)fPXpkbIn)AlF5rZ0yyQQynTOoLdVj1ZtYrq`@^EE=5ODs$YM07r*C8#1mISLvzf|o6;mN9oiJx zYi-XA`rqWa8rJx0bp%(L3v8pU@EbbA>tU|9KKYAiL#N|rDJVLB@QPN9*h0>4R-R>t z^GOkTf04)*V9NE)^HxGYSNlvUcqA|w{i&p+#Y=qXHnGr3MD2TRY`avOTtnNpK@VGh z=q3&JQpk_zk2l{Or6jJ11kDx<9K`3g9y6s+HCwHvQekHLC?CItWMN_orX#PC|0dD8 ze%^V1m83Gv_v7M;tgB;{cbz#lQA8!*&!1cd?$CIzWBG3B7ueRO&<&XjY~yPwc290= z$uIj5n7j&>=*xxMO!^thJCWLHj?C(^}sS|my3yU}2rb%<0F^%he}TY&q-pA#PmdmLFFM*W)d zW?sz?_bR3q*puQEk4K5n(-H??+_{5*-9?WCFZ-%0q{U&P1)TQm#ckc4!6~B8lp>Zf zz0Nal0jIv3{=YQa$g)$doexV&lZBxSYjTjK7VMKb9sDB#w)vrw?N0HDW$3bKqb`D@ zeNMgQQl5AKA-gXXwQ>9JCi?!iv;7`Uhsl)@_OxeW$5_p-DA7qRdIASYP+!dvdExgC zBMl~I2!R>9JLz9n)b5wyu9=NSuSxxm+#~Jw zA+)Qzvwtiu@{#cFpbY9T@sHitbMa_UN@UDF|igo|=_iFYf5Xd+TT*WpqkqGoA6PCPRsP zl4-ElXJ7VdN|qzVJwP^f+VyDu6KnsNJRbrnXw-WHUCv<}jrf#MF4+AB<~Vl5M1!n?r zcq?b$__trG$vo!a-R~(y%%|p6tE_8wu1sf}iM6T?D6Mw{bl9yd z&!kj^=T(Kf!E6`PP1E5@eB&e9_;M0SDCzYx!?9k8qvSuW$8ZVXy%d^H(t;>SN1mXQ z-_8|+Ck@elq3Y`pO~jfLn8;oBn~Wd}uK#UFtn2e#PX@|_rG)Kpx&ESip@3WwYzkO& z_r!zv&56sVmu^#&HXJMz^fzWf{dLlfOLj4YiK*a$kU*$|@2N$7*~WGVANf}L-~yON zXeZB~m=@8p59|+@%HO?W<31ONF#9yYRSq^vGve*zoRu>~jd}375M&_(urS>;>(POm zPsDVAO`X6zR#=i$3fl_x1%*H3@`>=5Yog3e!0ztXy%1ibkiM4GjIO%yv8^CcEU(Kt z{wl#KLE&1^rG3oPH}qK9s8`ksAewo89fVAzV=aIS%C?On3W;x1^((%C!vMZiLV*Nk zBs7jAnJLwM~GqXXMcq2AO687%GqZEIW_$Ud zceOP4S+V@E2>v$AQO;HPlEJrc;isSpT&4n0pd49fu-PK_kM$w*rSh<(k<`SAnMDK1 zIk>Wj(ja%J2;1j}S@iJ%`V15FEQMD0~qCb}j&?e3t)yj#rfHBF@q zddk0LruWLS*w-P=L2khSJy934Vl+ho2P&sQ(42 zlM9vKHpmN+XN+@X}Z-Hxl_qtA9dGmbpgayC6fIX^h}i8YBXJv8#Q2-{OhtDZlRXYs9u^n=^jzz_Ft+0dtS@Y*%ws z@9cM&>uu_KUI%TRue063Jw+kTgp|3M{R(^rU-Ootz+1C&TQpR30f$*%=0a}@f|AVn zne`wsU6>oK#&`3q=42RT&9GwLk$!P2xfGw~_xq(hnbKcHj4{MUyD@>D(jF4DR~)rD z1(mA?3J#SDyfiI0%kJ%xpx2d1NWu(PQrQZL?@)>Ou7j5%6}8oWs#+S7UZbALOac4S zAv5bIQ9+Jaxlt0iFy8;0nILb%2>nV+d(bPkfTZV*|V;SCw4H4r% za32jyMIt`1nOnK1k1C||SOll8NkP~pbYBhu_yFGub^xnZ3ecSK2dm>}N>%3xv4_>y zTIT$(y`(-Dw^x-%nJm+_kfmbp{0CtC`BR1h`ZYQC6#}oZ{-_MkVOJUIHLBBYu#tJ6 z=-=C(%*3=_OqbNBT!F9r2=nb~k~cSo^^AiZZFve8h)la{6CS#H=9!GmdQb{Evv_KMt!qc;#bRFW z8m_`w2JN;oJ=)%`yIhJxHi^Vwl9+qb-cqq$G*E&vyuEIN_a)^>Dx5zB3-WkT7AVU$ zZ9YH0%@&Zm?vK~if(t$!`iS)Z^US8)2B1tbRyb@E{(1TuK2NjKKt&J$@169Y)Rz`~ zmc^uszCJ}!0H3~^jKJdt53(+RQJ2;pBK{VX6rmYJ4K+W%`$@?31ih3p!%O~S0>sSC zv#>8+0rL)h=gmQI>TZ5?K+9hK;yn?$00s&J&^0A{WznXCKcR+4(jl6TK5wZi-8^b} z6VskMFTx$hhml<&Lc=r^u#wR~n{+DH^MPi%i+;{vph$N#Lw?=VTT z!)tH~f#ynY{NO!m4`p~BTr;1{Mdr&2sW(cxp*}5tlBYBw(UtFA@%QN zu8;erW(A(FVNJito(+ywMsiQ9Bxh0e`E>}DQ4LLBg4Phl_JcxiD|?y6J}}95i9(Q^uip{i^x3k*W0$-c|9Xx7d zcc-&i@||+ZzGGnaRQ3}S)UEEONpMXZwZl=#V@es9uOYt!?dGZA=uj4*(GB2TIvW@ zi2Yjp6H3SuRkd`vB|}#|x`Mv3OcrfJQ_WmLvdJT~C@s)O9C>8?vvWH5Ab@K~0gH%mkCe`vEAd9@Qh9oF;n15zO6CmX*YOHeRO)%_9TWcuUwov3 zqBH0tunBm3X2DVDf0=W1RSkZCb?>!x=|G*QW7b6+t)IVct zpJ!wUNm{ER@!L!BERu+qJW-Gw^cQg_&)+%6t;U?@v5jZ-J1FXc7S_1f}v|%INytX}lTKseG@^HXyok_3pPJ z*{*GI;nS2-ayTxJ?=SJmXI%o1^sd^BZNAj&BY-bB-0n%vNG2(W56iV6go03-kJZ|NBk@ z0$&qiWVV|%K4DfDX0MqP%|u*0LXU`JKPDsEsPJbr`LWr{&C|1#N zf2S#3B-;RJn002-cH4T!G;J%s@%VFipXfZZ{zG8MIz_E`YbF=+$wYVg&4WFq=152z z(Pj-ei{(5*dVAgsR5qymqk{5-t#cY5vHSk|L6Ex2XfThQQefdww8a2xF6~yvQ^$ep z`D8`EUPOplR3I^khS=!nS(}GJ2T@StS7&%AqRgx1JFntl#hp^S7Jfd186iOW+`_=C zX0LgRkS5DmWtR+Sl8EQIoRNxddWR>y#x^b2GxLt~eWx`Q=@_dQQ_?d`@OusWk;Vrh zXX1j2j?e^~M)b%}|Dt8*$D{o$D}Vu_(x;K-cZmu_>5wSWrxGzw&hs$+?BOCS-tAtU zg=)9CFDb2JQcT&)<1(ER38{zyL@rHb49W1mm%X&jkBT;88idlD=O?v6(BbapltSHO17eNN}^p%WMj zxGAnqfTL-2{W{v@C`b5eXsJIGO_Rc3E&eH(b-?!Y5TESBZz0JxCUbbJ1BlJZsX90r zDB0fEUdG5z7BI5xk(ce{Nc}ClO@FB&FrXz%x=Ge9=Bg8L^KITm{_>DCY8Z_c~y%bgzKsV4~RRT*-dIJjK`p|8K0_DQ)KjSfoI!yoc` zS5YCGKdR1Gu?syb-fD)hzQixF#$qALJkvl|kRqH0+%1vwoPY07(cQcpNa0)8JN~Z6 zkQ(!&jl&J}(WOu#OiOfX6lQ)VKrBzs6sjyEuf^Sn__6y(1R>T{1Fen4neOa$Ea!#` zXulHt2icvld1 zMz}n$;oi=^R;9m!=}Jz1TcJJb5H5X|Ff!=>G>pE zm#l`S-Q0g??yk5h`UE;+D`MGbC`;&FlxZ#~h@VhhZG_(-e2!zI3o#$}eQ>zsX6cmZ z{H@sieRCxNZoU!;sz;(B!3r$sxAFO=SxdGIHtBB|0F9Eq6&SK;1FseTw}Ee~p%I{O zzXeF28uuXAc{D(xxNbt*{FWz;kSsEo9-serw(Z%w)n)~4pJX7j`dJOOl+n8{^J8fl z1$APEBG4hWRiiPigz3*%6K9p_IJXB6Gi$`;r!R5FCI+`2*{Sl$z zM>k`@Cdr>D9QpBniQko~3)NA(jri}S&mCl;P?Z4)z826#|NNm>yxM(3MZW;_$+NtE z!F+}-o1;VDEA`&44dZ%Qzjn)pMD^&N-7Yv{0Rhg%Z61!>n84*vwO;Ljm=~Mo!5{!v z!}wChgo&fI^UDt%2J%QZjHOtZbiPlAUWASM-pz>i%_#;G-tC?NtK-{!%9gLBRqRi( zR@=y7ZN%A<0i1Tp@}7huwF{o(&46GApP@YS?)^&mS1EUaiFjWy%d3nD9|D8{RIVYy zs^$S9(_3naev){+b|_5`oN^51@&>texIB2$_<|^QU>kP+WB9?`WHg3J7^*1*Ym@N~ z6}U=md3D#Q;q#*)hn8G-Qt7Li!k`Zc8b9RLAZA58adV0(4f!Svlr@t!%EG|axy_YJSWDtRHR&vW;B!3u)oood_M|5#eD@#DSK0S z?Gmx|`AlG4UdLVAMC7=+2)|A@b#jP1+mU-Gt+`1!b)KP=Cit5tu4ce2X5&7y;5xHH zHXXSr8*+Ij2j6C`HZdiEp+ugDr?(HHhX`BViH{4rLfj_m%@3uWmQ|NLDr8XT(Qn0@ z2S@KGEW^`!v1*@_=4)g+w93}BizuZYKHaoykG&BYt4N3Vk31NanWg5db>MiU(t9V(; zq)Rm0n4m5yzK*S5hp#kQQuxbO=xfNH4ho)0^(&S9RoRIXVGqtBKfC7CqU&)=oeNi6 zMwvhooezH0aB;#4n?3K_a^d(y-vR~%R@~T!!ityTyo<@|({saukP)99DJO{dLqPJF(FL7f$ zc}3X^$V9rpG&x1PARVXTnKUh*9FcF0l_la$7WL4r2^88>It84s$cGfIi3xsTDY^U% z!U1JdgiP1$eE`k_)sprd?CoT_WzVShf0g+7-czR=q14`TjDEUdg%7Gv5D>=vB>TYF zCQo9ISpQ6R&038PptH_(E<<;ymqcsEmh;M;ILuWazp^`KL8PX6)si#unWKrz>ThuxbR?*2KE$TR zq~}#_EhS32)J8&<-Spw*{nC0Gnx0h>L3pvPFDzkjjt?eCZbm)$jX2`Smwiyj62qlg z+=t-kJ|x2w+Y=GbTpu_Ck&?U|Dd&J@TO|(`w`3E(&1``{XbF!kgqzv~eJf3n*5TE7 z3NhPw+YmtLtkk>}%TFz&n-|m3Ce7bwym3C)E7PTs0MkwsCG@!k*?0fcQ~kY`{R7NE zm0z0FFvY_J3!4HJ-7T%g24+AIsZVngr{y>Y(D z|4V${rj04L)F8i_?25|aBr%l@5x(v!WeDP?z*CVgBR88EJSsC1^2W$J^|I{5sihb! zZjt^_W1Ql}I^Bu}mP?NJ1*cC}vDk0@n6A3aw>pQg%fn{A(#C1?A=#Tf4rxSoN|cQg zZaP~+CVhI$ya!!Sc28S=m-bLu|BBW?SgrYRn?S}x(f+u@f6u~lrI2#RYyckPtxms9 zd)rn@G~fGjz_lVHz8wOvR{&(6jy)Iho6!T=#S3F$o}Udqt0*y)8nC83YBOjm(2#bo zCx2cY6x3rp-lc9}%jiAa{Z=n*wSMTiQU3v5v=}ox_^12f9vp7?Z>NTAL-=?svk9Yy zqqe3Q)9CracEpQ>@^=Y%(U6;Dy4_z6-<;d^%*TWRxpy#_uEU&9s{WJqc(y6tZCZuP z+h5&!4qHT<8mYt`Wx|Sz<*vPv{IiWt_y_rq4>8e`_?|FWsdB*jV7m=G0Q**uNUFdNrBFWc8cj7nfYS*e&r)8J)(XC8)K^cflqCaxkX^v@rb2`TeuTZ%P_xKtIR z*SvgF?r>~pJ+mGz({;2op-H?{(fiI+5wGAbR}Udvm6s$}#ENeZ4%sv9(Taq^Eqhe? zxY>~)Nw8q+EZ7Fqb>b;;_<4@3IheAF7GO|a>4G5(IcpiyjlgB!vw2tzf?Z<`85}kd zMV31K+Hpa1R-dvSH*^C;3*$Df>b-!F733OT3Nav98k)^E;y|lj-mS1zDBZE)u=M6p zpSaD{ghbcuJTy;NJD$F!XOmy*4^oGMSe#T(XXqs%XX+ikAHtI)=f0TF6gX8+n-cP; zUIuir`l4;$a+7`*`XmCEtnNrTHsgs)E{pGbB>8ESD@?v(XGr-}2fX92TcDfJOCD~n z3<4eatBW8t`n)S!_#2q4`~gN=kxd1+Nt3kcnj{q}T(ll>X7qnYx%{DEO^%!7LF?dj zJMa0U@+Q3?ebU)yaWM?%ouM~qg51z!i5l?oagUpikW>nuMYU?dSh%`;GdE*AvDf6|2Mkq#^Uhh?>0^5u|_W>%T7ZEmlw0KqXTm*@)$Q>)h})=(YGa)5W&nMrqP*pkVqGMTs0L zUx_YvDw|S-!{6;aBk`_sv5F@2-;0l?ILL~*a`-FlQDLVPOWGG_YWzT#lf*wr_+l(G z!%-%`W(C_pM^QmtK;7{(8tWUi?AP2mQn7O|Z@ex?aoksD0jczo#^=@bp(Uy0UDn@g z#k}q_#KnKX#9PI}y3lg-Xe*nOjltVz1a;%m^OQivd#j1TgAvB{NP*TupiL?!*}UOA z0^JW?o$M1qzXIOBf}t1_U(66izO2keE$bV!%~NRHiRbq^<$K4bg3+s2<^DG#CNAz| zvk4$P)p04Q`KM$aP1>?wZ~z^FTU=$&muB`fY^JkY5ZH#+L0v`xy(f|;)G#Go$(EmY zAGys+r`P8RAv+JBs)If;VQEdU7g4Kps7QQB$m`2^N^L@K2nej#EFVwDBqD_)vCQ7R zSc3LyinanWix7nCNS9$+$wpk#LJ)XkSOx+@jq{Qyo2G_HepO&^s*ZDn94tMFR=b39 z<_s+SX=U?oxSC1rfm%|Jf?9hbca!f+>0uAD$KvuzrSI8VZ+r~b0r;pWZmrIi+a6|c zg3Qs)qVI;;7D}W4!()LqeIt^VW(7%$2T;Pa^gNm0!ySFekh+wqZPu8y=l|TAi zci2o%C2~);oy!l}0P<6MYZ+>z2ax*Dj8Zd>xAmHRm{ zyEp$8sUe+`08Te^)IUd|b@vc9g>Oru>F}#&g2@Z%r)j|JKA}Xa8TWQ!Zxa z|LQvB;^F4}KR2<|q1DxFnM;X6-vo^LJNb6 z3q#mJs}^dAqk=F%&j}2d-oKx>zk6DD^mHzdrl#_F*mkczf3w(L-i@yn)}h8&VWcAu zB4a`yv9qg-gEDJJ5g}lbo0$3r4fB$Gx%_IxA>Lw^W|#fw13lV8VWyvYWL_05!JKuW!n#U+WW^PPA$l1n4u9NT7TN#KXXb(k za^)u3hrxi#*iUE@=>Y9W1oxr62ug97Iw@X%p5tdWQBf1PfhBT(mF%r&1hl-z!^zKhmWVXfM^E_o1R*{4b+K2kE z+Q{25U5xwrQRAv zFrb;6zT3j!d18V3V=OEa6p?;oL7bAlZdyk6gDE$j8IY)ufb7E&ckexc^-T!<^$__$ z5)Js{jQ;Z8S!e*Fw}k=|SjqtQEOihY>`e?(o5MG_``icpWt}Wc9E6CL09lLbA&oJ< zyX@=`c1?uW?#ES%Wehjsj0_eO`1$o|kx-I>hDk$5H%{l{qHFg0lp z3g?D2{ni(<<=4w&p!GCtw5U}H%a~CHJR>~9S0c8ev6IvmWXJ$2PzfetpbGKbH@?pf zLQ(1aN(>ZIYV!jvpI99t=+B>lZW*VVQ61%etPr(I#KB9hR#4CY4BS{bP$#x`@HQ*1 z6eC+qR7i-Uz&`iqmnnHclSf$DOB&%tbnfSeZ=he>1A`BizS4gP(ml}za8uN zi0DNPcs2 zNm!J%teK1*0oi&NztcsIZR^~`5_FZw3Uo5kOV#R$U#}_a)@h>V#z^QU1f$L3(?9%0 zMxKBAy8RDf_Y@;a5TyZlY|kCrwr$&YY}>YN+qP}nwry+gX0w}p*ks>2sqUm-D&19e z&iBi2#3MAZC^OTz29Ye#Zmfzrh$^s^-Cw&Iy&_Ea6ZdPq1|XY1^7ELYj?Mn4ue<2+ z$42Qy33-rg1;y^t!!x)L^+rc*BEymLxK)BkBtA`;({0Gw!l13Tg2M^lo@a%Xm0Ejh zGPpA)X-AWt7P_k0YZWBjk6DL1#x6#FZ-hpTq0Q48;xpF8>bE`9IJ9O(P*_}HWwUn< zu#cv}n3@-zDW}^en>Y#bbFD+{?>LrZ8o1K0-cp>d(RX}k%u4OPiyC7mMXo|S2u+bt zAPnQ}=pVlbL_hF+%Jc1yi1`C0i<`%Un$n5s<2qP@G$Nyi-z+g5C@kFM_>9#0w9`G& z^6^|p^D8ATLvu`w3c9+&X8r95EK$Y1#ZyO4id`@xY{DpBzJP??rO0cGF@4%>*C^`Z(;IzUk_kld~Qfi7NO=@+x0J-ncQxAvV z!wekLh6qdiKL)cXQ0)M@o5n5!U2>Tn=w` zg6m;|h&_xu*_>&z{;f7Xhs)v^n<^pBmxE{Xk$Xf#9qu{|x=dV1?mAUmPd2QRx>y(olRYpgPY=Uc3$vziHP-4{;UCIH;zn`xmM-CVs zihivW2g>RaIw=${b(>dj`s}{re#J!Q_z=HZ^X}&mOyNcP(<>gL@A_f(7tuH`3PZHZ zQ|s_r>-w%P)BRaBOXFzgJi&9d?@Z?#Rs$#h4_rQd(Z8FUX~-oNp|8TDxq^xhQEWmw zfY_TzvW9~AqG-)!o9U_Gwwrmj!o$D;Q9U#pIIp86II$hG2Rce+?XBmH`*Pcq&{d(5 znlFqF&F)SO-i(HTVyVP$?zWs710&zUIwRAfT>ij|lh%tomrJ*n-4RFgY$5JDex1Y#tuJM;qV3gs9vs ziEQvfM0eOl&cYmmh`JZ`kD|}DfvLOVvP!zS>>jNt2W`Upox8#NO#QRdt}f27u9iyq z4mlY1!-G&^{SHLTwj)~2ftgl{vE-r~s*Dq#9Ld!ce5||{@y_gZo<7(*+3FXzD$h(u znySq_R5Bw-mZD$4$1c2-aO3bUDG{Q)2Q$#%-QZ+0d2WkVocA3737#g#P@mAAgD5L_ zkdR}LtE7{?9t+c59!K4Yz9X!6LF=n6-1upWk1ajDqGD-d6!Wm_TylMHN}!jP*SZz! z&~rSP%ME&<+;ZF*raBX`)aL6TH>=U!Vg5q3PVUx~xVpGkN*Hc-q=<3U{j%mRS$z^! z_RFRl3bBv-#f5D16~TcB(B7e-m&U?nVR{fma>;MsY+S1qoWW~!sBb=$U2Geu^w#WD zPiEs!<%z1B7E#Th)hoH6NH?;NdVlbwo<0I6mz*3br_3@-pry$h&eA=Pfl`9k;R1MP zb>!)%C=|7_$a(OJ=D1O`x~uVUvdB>j9{w4@o(M$BMp#eR|B{E}#?i>Rpv8uMl#}_4 z-6FS{7H@ZfYruW0%X8IwrjC1S*swWUdUyqIr?uzu;lx|coMD|9-|W>vo4F{wSu)r! zG~C*IzbR99dqw(QTioXl8OSy!Gz>EO6(vzERB_;g^YsH?VH|Nr+81~(tKW9NG2GUM zVnSx0DEc>@a2j=KnfHe9PBt$FcZ8^CD#k`A#H=XMqs+hA1ruWgsfguVqbVHAQOKJj zh>hR=)^>SK&9fkH3g#P&YP&3vR}#7!6A;&J%rdDySw{Pu*g5XV#@9SSoBOP5{Weey z*As%~_Y(wc2g46EO>E4b3!PoG)TGmqV4C?Psq3j>oTDrSUu8+hjmS)kr?McwjGZjh zNBzc0HNlJ*)K6yGr$T?5rI{JkZsC4QXZw2RTmx>=_yI1OQ>Nw@Y)WaOeOF`}PMHmy zB#M)WRSdT%!}tvN1l(vfcJ{ZSnQ=)?Y;v4z|0Vt0TIQ*BRdZxBOn}5SWw=IiKNVre zU1rsZV)vkc-$rSOQqK&-^tJ|^VS{w9TAgK0Lf74IbZCHn95Q?B0CX&`h=v)Otqvm;%zQ+UaC#&saNGv3*pNQ)A%al=4H0@tMDQ zz_ma0TUVZfk&AC+0Cyr{W3 zqaHLeD986wU;`A94X)_*+HRrFDOI}?jzR3(H9-I$D5!`z*%bl2Cwr?YafYvXdxlCqRmB<)I$Suk7GTf%>d zaB~YvY!|AmOROPUW@uNdyFAPyY)oc?BFnj#r}+pu{EQeMnSP@m?142tox588N;Q$? zFdT9%-ji#WJ3@pSmi8HHDP49?P2#SJ+@dFfh{SH&DWK~ZdFY|>^c%-$K!eZ(%l+r& z4NWesPdLXs?3r4la)-=(pS?qnObOL`%~?r57hN=l*-u#@^fFXBT?;G9!53Yn-x55; z7o8IAPrB9uh!ZQ&n_rm-Wg(rT8h|aKHH<))ZJ9S;$*|+q*C3e_pp1``T+OfUOc(zXF2WmuOAfKp#F~p+z7$ZZgUaw;?o4^m zj6utAK+Uqk?YP5|@0N7K3fqfr+%rc?LlXSLt_8h1!@lQ)62(N8qt7;ysAE=8)%(!gz8$mcFurrk$8TAOKlp%W(t z-!$=N`0c`eufJtqbB1T-m@lmufkw#sM7wdF2;bd+bnY>s=7Jmez|k#vTJ(0xXX0JT zcAu3_t113I1n`ME^{o@1mmaGZNoVur&OW^~zfok$Ktj@G9p$zad2giv0F5k=gnsze zu}q7#x!=n%MQi`y}~|!HNhJ-6_FfC*QQfI*0H%&T<>uo@1s`ejl;*!8z9d( zF_21XH`XPusV;lpbJveb%i_|s^fQ?YozalZHb%ueG2E>Ed>po=VDNvKri^wHS_e4u zwx37=Fn%|Bt&;#WQH~ipS;0NKj$gIAxu(Me-o;FO6C$}ta03d%87J?m^g?ak;EnhF zxVi`Wf;I3oVw@=bx0TFOs*1f_TmvQ^T6fW^qvBCH!JSxW-~Nto6JB-ZK{2g$p2IcT zDK~RWmWq0P7p=>1SKH=_VzKq2#~e=cu3)t}S>w*QjZ>oRcorQ>*Ujjy`(reTpGTh= z1FLhQ#O-Wj#aTeLXQas01~?f|~!k-UI+H^W5U@bg4w+)fvV zNuhj)o6?iVZnEI4(j=^3v7m>I{$0pBzI#rEozBrkTxQNdBrhXwm*mc>^4=0}y(vlg zL&#|aojM`mG3`fD{GwC|k@?U<>MF2sV504E1GuyI+(T~^(A+P zwc9Ki+aZZof3Pe~U46U^1gTs8NJ>Fx@Yf})YrAC_m@sLL}EdtY)ohF)%Jc`eg}RG@}Wy9$iz9Lg6=jB8wNh6J7m z5c=`lL$)zMX=t{LR8`X!Haqac+owhNae=b@wHz7I9VrLy*tASN${dcngS>S|azDc| zLU%<%tkg+J_r_-teyRtn;psY{;FQ3%H%c+xj%w(-{;@DQ((=+<{j~~=H?%_hM&1sK zyLWV*NW%`|fa6I0si)Hc&)L^cMu!wasp{!Vsv}5#rn>fYZW471E?a%VQtV?ML6G~8 zQYSyBNHdvFbh3`MNr84dGtU(UxJj76dSQR$U;T5T!6Z<%39i&QDxv#9E_J@iw!g89 z78@Ams?yvKD8{?xx@wZh&j?j!K>c~5#Jit-P;$Y?R}nZHW-b!Y#u?!l295_z6(hK1 zc=BLBM##FldAJir+2q*h3?0-hV&kT`x05#RO(5;o-mANzJOx0+RyLlWCac!urp<{* zN)46X#M2K~UMFl7bjPq#UE*^Va;qroHqsZnGMdREV&Z>DOMvssW7o>w^izXCFErnz zy<4=Ytrsj#o_T2@XlFPFb}ab>9pC%Dh>CzpdqRu3D6M5d#!7`UTk?p^D7?%aF_J}1 zC-XOoOouY9v0zk0jw?i#3C{55QPnz-vM)b~(&iYV84_qSgZe8%7Hp|J@7FdKO-vlH z@8{UI@r0?R;YUH|k*|UYO2;YxfN<)H^r~-F{&C@_;axHxXz9+KQ{+wt3YWLIoYXR4 z$k3YhTJ(Id)8Jn@C<}gc@Un_{a{fa_?h%${qSSsoIpv_hn0B^V>9Lu@z_wElip5=0 zYromONKH4e!m7QC_fTXgdz)AgF;TVyKIDQsPNrB=IjU-n{7F0^12o%cAbWz0H|&u* zPVtmwTRwv-4dbQ)qhefU0LPdv)tV~D0gkRDx=?&ldPRQ%o-2$|P0Uzc6T@A~+SmDN zLb|haZ|vrx_ysJuJm^gXOL_BWUMEr_mxcX60(*I~-ww3KVf#-5=?QZ@)pbs@=KKDm zrt2A#Sdb#cuA^O8on8lKwwfS@O4W`3zLg8`KPI+?&m0Ma;~M|+&nbu$=M{4+f6^%i zEqt?qr7Nu`y3{GfqIT3@GLW1oUS&p}H6xrUdZkbow4$9aCvIoPh}XEG7IfXbWUU}Y zOW$2C4t;vcr~X!*dZ*qtWXEcTfLPUWxLGw)OZ-3F@I*{7w!sc-NoFQqnO}VvnitHQ za1^yk*BJ?=&Gf$-YkNXX(~AYPTCft4>628u7Q_R)x9}D)O zCB_aASnSru1nVrwkk@m{-O_#V2kikV2LT%Hj6c=P=A%py6xY{+Y#Xy&l-X80O_pK{ zYIivWZGYi&+9e>Y-Je55n*k4u87b?xnvp+E?@@tz>%#H(}T&5}vVsdMMn2_C}+lQC+ zRUBBFM!EL6Fkd)1CEA5_Fu%>^j(A9?)C?{kM_yy8LM17CDpDMKz3FuUGECMn8h)km zczc4Gn}T-Ed=eZoQA<`{^QyjH;4az8k?0<1`1&uv5Vqo95|`c>qx#-G=R!T-Vn3~0 zVNV6Dm)H)}>Tuw$cxCq~9Yq(M)~5De*4Z4J$NgIaE8An)*me#b#ns!Jq0s-;$jNuH z?rHT#38d=6sXlKV2Z3iAS0P7MUo(+R>mG(cOFpbPy08LG60s7D&qc~^ zP&1Wlk_>*nEa#Do6@5j6enIZ0(B+HjN(inDRk zZU=t3?ui4f)L&(PZUohJcLvix+Jl2)iT9pzf$!8M)V)US4HRlBIFR;SL9aNbg>cl^ z-8l1DK1j1)^3q_|%}V!tbpj~)jGio>y(Amm2t)W;7jw#%6P-d*gfY)E7J+c^r$SgQ zN=!Jg6DqMGJTtOocbmKqQ~Rwvyb&o;SGqPl-$kX8um3MnTGIpf zxAif?8md9QMzSQ9bT2n0Ef)+d8W6FR$=XIrqN#YXuuL82y^#fEMpf|56&xY*GDR3c zH8F4k9*(_Q=hXv`+P6}R*UQ+P*1o!kvmzA~CuQ(C@x11r!^&*!T5Wbdx^60)H8yI- zHkF8OBWRzW{+!0B?{l`ABe!Ic=I&NI4J1(6-317NhGKyAb#x-?=yZhH_k$G1#$FXtrWY_eyRIkjeAtz3M^%gbfO5f}$9WL6hKeq!;A1yq6R?;+-7 z{;MDoiMmH3x;dkNRNB@BMh->oPE8HI8Y!I5lM_qL>o~Q9Uewt-Ve-$M|4~G?iqMC- zn!v#bl*H1)w3)-#x8%^GE5r7~n806?kr+~1S6AG(oR#rL$5Mw)s;c2u4B> zbl$XV%hn$BR-ANXLsI6{>_(`I%dWj|q9SgYOvkK;G~koiqDx~H0ppZvpO>-?Ene4w^ec;goo@wFBMT?`Im@C0SyIA=DSZUr@?+&V{A6t6Ebwss}fGPRdDv$#5+ zze;Br(gPLPM&@|QRwysGx5uspA47zjSMWfFx1k&GSqWj`5nUOWc!RkPRyxn`6gR|t z1j&X^qy*SrNe@Q280ot=a@6+*{no`Xc(sFdEIe<4hNt&xs8V(O4{JBp_-`-5eHmwy z+G~+=rT>**WIt!YGu=n~7)O*@#TOoq?MV}#uPU;z1 zm|6Z?Nnyliq~~D&A1(QRqbZDx%uN5Kru_f0q){!vPFc`xwAjooSaMdC_12r|W%br9 z=9sK4*`(2!n$gyk449X)uREr#pI^TkuQgRH>8Hz&51%0c!V<{>Yg0QQXMe!;MP1LK1O!-G>Wdd4OvKX^i(WVn85^_j^S{5gpDhPL2NA*Be-u6Iri4Rua{ z^Ix-S0L>Ktp3BUP{GoI8tD~74pIBOh!?(RMfNTO~$iUnLP`;L__M^@Dg%p@JJwG_; z8yq^ixtTGux|}k*H6q{_g12jRs0S$n$o7}D;b-cr4FH51Y3b{wG7KsOC{x$q_@z;6 zW^=V?a{&V42g0IK%FAXN8(f}&IRgQR2UadV28e*;@9d2}{$b4n|60TXfF_#k-T%4& zK^dF4p))m9Qu5RUH{_C|;)3>TPliRvBPSR=JJ=V5r*C2UG&Zw3w1R(Nb75*}U|dG~rPvf=R_2s#%BhUY+F2#g>$fGz4AO$H#(kA?vN za$$Bi^cW}r%`M2UWkD7;0O`JNK`$bipTrT{0T6xokLWFcv_UT-o1es&?$9ud zUcy`SUjXTZUPLTEi4Qg)hOuu^e6aUjh@reYEPwPrzaqE%Fp|B9RDKf2|3=GxM6Uoy zoBwn8o$dgP;PBs-=>wL31FJnFt2aDIH~5sc&*b_~@^AO#FC{-@#!nBxiB9T)p3ouj8(Dc>4D7^*M7{MYV! zeW2>p!eT#?*=s1M_zO56Q<>8xAHJFN?XO?n%8xo`*=>t&64=E#Uc7Iz#cw8-5wyqa zPd?c3&7CIfgEK()@6`{Jy-SL3(Qh^z7r6xZ9P;GPE6BQlGuK)h=Px22vHe#!AwH{^ znkQObdib<2`P!N<)z9R>$am~XuR)3~(`Vr!bspGH$uR&22e5VZPp2Ptua%#T?^8DL zpCODVop&~0`NC}LpGF<(JWAii0Ngcc+7#J7zLq~rjA*W(eAxU9TL0cvzx^9fAie#! z-VEP1mJgr2>l6=RiMDok+@H`LF#D(EV^(N(X&I6kC$(2cDo^PR?`t&{27eCN462vi z)OG^PKpShp<5dKGH(TE|$~VJ6jVU;!-*div`WX=8gh|F(bgpAD`tCH}W+~a){=zb! zioXB*2?|g7L1yEZH5x+ez{cyfyQ^Cj@~_tNR7nFm8PN@8kpc; zjVDL=r1Z;7^QWtOHG_0^PPg4dvlcazcdlV#7qIt4f`aDM5x)L?ba^ZEBm!-C7>Xyc-iBb-J0m#Sd~YmiO8d)2MDJf+ z0ILZyTjWGhoNU@%mqIrhFv*OzG<80tZBgf5g-DqSRZEF~X?-FM_YM5I;0Op|X$=8fhIWs9yBB)~ zjm?$Hu++qD!CzAXu4m6glqU=*Ac(YXHuBh!8j)EL+7P!yGmvLke8F!PW{b$(JQ*(- z{80{$eDH4IdmHdZeMTFC^0ey(fzbDDvw_j8wpQvY1QVL#*ZvlcuWyBsFj-?=Dzm>2 zAPcCia7h(AX$D+j;$!KMdGL0~+}bQrtWE1~h3uQWXFypXjY%-_;ljVR$j<#RJc@KT zTFmI^wA)4!kol12v-@_lJBo(DkjBDdD(PFR|C5)OL}@5f69@O`OiM87F-fI#=FeUd z-aDaQ>jL|jLD!U}TdRbX<)tl6FZhjMV{jY(==hQpYE;v(&Cl@<7QKm4VHwskKpp=g z?!u-*myNbj#oU;^7WBnTh&{>I5U48wH&dw7+w^KwP77>ikU*nEm$W))CnkX5W-(JX z!=ghT7-J+~j*^e;ZZ2Rn)MKPI)=T2q(VDBzV!1Q&$3*5q&K7HQRBU{MR8x>H9vnk@ zM7=3O!VYJ+L90MK;$5!wf0^(y{4^YgfJhYef%Qrkrk*P1tt+qfqT#cey}-OhV_XTL zo?UeiT%qy>>04R#eNUie53(e78%}l#iq>OK051M)|Gvl$MZ)8nq~1sAoqWswvxWqP zL}z-@N~%kyu9kvl6>EM`peL_tzUHh*o7|kZ*u$1%8-AkmB^^%ww1P7W^puhLx`wj8 zE$*}kYg?T8*pua5?K5z(%M?9es6$5Go0Qs~I=f<0gC1`Gc%tQ-$zJNZ3hZY$;estm zWITA>8!SDgoVk!TOeAX@rfP5@{s)cSZm4`b&YNOv%DkM z6VUuxy_#X^Wg+_pLuRc3ZH=g?%cl5#MCCgAcf3Q-w#SOFg<^X1_OLb6;}mtBHaRJv zcr$mz)0cNcpc1FOmE@{9;WUlnES$9%EsBO>XDS*R#iGFj0k6xEIG!o9Vq>J0?_pDa zUhjjQe1J~*@o_&Wh@(e}Yjx)`=j+Jlzy;s0ptZr!0bv5!X)f`Rwan2RmY>{T8R=?iN>ptJQR=)7W z>hJMpfaE3$GStcNAMy?G!X~1$ovol}5YorX9O+C}C=&Y>EnGraeM}WZjuM_8#w#Vb zD8_l}{jcXuX{;T}+uLl2C8KF*4S5%&x%;9z1w9Hqg4-??)T_h!4v%HKGFKRuSpw-G z-7jPBt7AkMhLe&+miZN3h=YwdZr3At9S-0LM+=w@n`rHZF#X^^>M;)KjQzy4VaQl( z+~H%2tuhKn$ERe(pH4Yy&IHy}I+@)ge3EZMgZZ0D+o_2zlMu>)yVPc3LuL^OZ#R~6 zLp|yWI9e?O#j`xnT2#DB0;4tqv{sh!VYq(OmP!*w+-8ZMOc;CiuO(;I`8R1Pq9B+v zeamvkSr)`B#jBRBds&`td-UF2gOf-)b&0*k142pxR4*b{V`4;{Shn12nt2b`T2=XR z9B^b9t7Q$E=asDv90+5Tov7wGOCfXJbK^g6f84Tx=hlE$o8 zz_748!CNcyVdh4}Pn05}!&R_UA1ki66Q^MTv7Q5hG!5_1Z)`#0B&@hbBsWVAGPp_y z8!SM4>++j_m7R@g)1_5JYZI7plBP+geO5QUde}_VO#0s$55UP!cN~_;ttfFRK!&)m zy7dv*Jm#PCy(gDZa_ue+uo2^#2Ysn=u#s(2)I5+XCTG-fV> z83o+>fqWNdLKcy^wZLda1?ztj9-#IIW z8R(~r!?*P&X1GuI)%&1nRWTD$vX&2$sInwbby~^4I{kI%^veg~bU10j zyMbKcwVbYLB-{d3;O;BtlLJAhodT=|lWipuo?A0d`GCs8gAlDT8A#>Sqf~d=8Fkth zvTf)Rc(ow!auz>5VV7kT`!-vZYfs(y;TTKV!SknK4+<^`qx0x0ffCuk5F*CnX+|>ltd<@T#XZSO zx!NZJLvlgkdoz-nN26JM%u%To3jd%DOz&VDB2JF$lWGkF8LWMXr}?``Ev3U>~>LRrQ;gzyG}0ZsN(TiKQ$V9 z$+5rp*_}@$uhTkvyt&na9 zCO5{M@CfIWBNRZ2kWv!+INA_uvh2Ke(auY>X*9|(v`+s3!D7EE$v||5zT8!bhc!`_ zV)S(G9;_R37z}v+G*j1OyE71cB!8y}jPtP`kZu;KRqsG%Py?~HV*l={F1ISchN-%4 z4k1*ndi8OiM`Lf~o%q(y6xwP(F=cR9qm3@1uWxY2{#vrn9NN9&;!``wM5su0XLBub z>bp$bk4SdHiAcYP&nzlQ97a$}+n1dNMVD>esHkDzPP@kT+S-D{8@H3U0Q5`MF=85Jc;jIRP zBnLNK!2$^cCgpmH!qS^4G)04MM-0P0p0>;?_z^G5SZj&24MC%BkkVCBkmbwWsugJs zHgc)vt?8Pu3SbyN)F|~&GBt#8TZpwDdWV%ihVE@@@HXBcmbLJc@j;QWDzVpf7V_HW zT(h7S&MF99oSWWa{uKgRh+57mpUfi0N}Ri{uG{#ZY3RZTsbI6a>kQM;<7nyV<~f2A zvG-Lydkd3s{hfM~Dq~}@Fu7vj@Z06Go@~?nhksHV=fNh;RU25x+E{o4vDq^ayXbww zKF;BZCr&98FsN$*Y1dz2m2*zWhvdH=UtxYi2o+U@5LU;G5)V>?1i98_bS0PL`r#S= zLKB_REpSlS4O)8{vwh-t89B$nEQjLdMH8^uwu{SGHS-reINsf#JbY4l49kFt#Jh=2 ze0X>P+lfwqC7JWo@nTNN zgGbbpO&BhLU&`4!+|e8W50V=R#f`{a!dtclkWafwvIk~?`eMOQ_8>#GHFAoF{kz6P zkoZO~AZ&2q66&G9H5v`)$HmeWq=%cjlAjKc zQN;|oTk&_2Y!=vNf2KB5SV55$lMAE|JcBKw`MiOh8i74S5z{CTh4Wgg6_iF+T#dCT zqz}&5JEk2OWJ1%8B@=G#;gbItG1C4rzUn8AZ>3uEP<)?x&iApF8<`_%9P=i(cRdnM z!PKXed^G->^xlSvF1FrHfP#Hf+`-Rh0O87?>PZDlR9ACnWCnwuA>=!OcN_Imzil+> zq^(*<8~ooWjBXDiX^ct6lnPS){4vTs2+OUrK{RB$y-wN?B+5P0K~hXLWzc$k(kL%% z(J-I-hP9A7WOCjZz}Fxvf2CWjnECWeudTbShE5ED_eK92FG-VFCq7>FDhM@bz9xC{ zR4?&(U1g_%)97S7jPRZ4dFlBfwCTAQz2Pp9H{LUQZ|>g!)<0xdoe89Y?D<&#-1!*e^v7nDMI27B;=kkKz_ zqmX7+{!pud(K=ufIbqY0I<?^|>W`eOwBm(CdtaOEFcp zZ%{2U)SK?T2z@4#{jx*Lym`nznj2PmEEwQjUV)Nxb(y1Wg}aMWMlzc8QH`-8d%lp|`+e zG9!K*C`)!S7;oN8~Lv|40xaOCnWx$=MT|8(~3hllGh5(Oww1Zja1 zLv-d5;4&l)FBmRZv0$a5z_4iAL_1#2{JU?U;->dFC3+NA;8G=#hGm6t*S-~9(o7y^ zWjo+5Y`_&8V&>J0NGAJf!yOoaEi>m{m|`E9s!vw995wX9`p7fWR9|o-box@iPWKht<~E zU0~x|=|(^(Qs-6Lt#>7;MjV<3HizcuJlXP9m8DbtCvyLiZ&$J*I2eb-q`>#sIMW7E zAb`RSqzIeBqOQf|7=lyAev{T)nr|==S_3mQ0FEay4HFw$O)%WNjcZ<{!{Cip5t3jrbW-l)>%dzHX7h<#!DA z9o&c_H)s#6ItQ+7B z$E_+38n%Jv7Z)1gkI;fZs?6V*X`)?@G>JfTP9H;bzFGaT$S@5U z8+pg4r!~lX5{C<9;{(~hEdmDu!68m;a|sk54v~|+-17+~N;QpbOU6eImK-qSNo??* zUhZ>jVNH{y5SAaV0d7gT`0&P(8);T9{Dpuj^#=Am~>TJc9 zw`a5C_C$)+@~HC%>L{a^Di!2!5_*y{FupkiwkXO*90{B7?L!)C?;-#SE0&ulv=O;e^;sdZRWmozy*PE_mcIg_USVW@B&huk$6dw#;FL;d8N4r@KaV6!EJr6{IyJl24LPw3={*7Vc#xhwk3f`?yt0Sb=#|B4$V$#UI zjz{l-93Gq$lyn%jN>u$ImkScQO6Iu&a-!|d@)ivAdh|Rtxm0E#gmwp-nl!Q2jO+|v zpD{R@Q9=Cc`EGxB;?$eLLQBj&Zgf`dHB4GT+&09@qvL^f=M;MY{JmYgonhR-r|q_T zPJ&cf;n;8i>MA@^ovD+u29ABxKye5I-=CRRY%HME zffW&r*@hgPf`X_5cT?B7S5vz;Z>(O# zF(gmL5JXFh$5xxmO8%fvm5Gfb{Tq-RAosqxld_9jRNPNG{}LO2NcZy&Y$OG|V&>C^T>F*`(<)a7%(qktsFA#kodk`d>=a34i*gN} z!-B#wi9Y?oMs*(~{&JcK9|U_>VfSK;SfMJ6vIj}KK|Wk!)!Gcr zhg2uT7hqK$Nh28!vO1RvYm$8Z_}~EgrEuDS`{f^%O%PEdPX;5h;OT2N%EL1{5 zAphh?e@?{VpY*K0^KSlqHFg9$@uUdvgyfU7(GusZ1Q-|}{UBECnt>BEHvnvdhoyw? z)Uy!N)Vz#VPwLAtTz0XGwhZRbo6bEnyJYVEF40q_E_WUyinD}H{=`t@i~*xwa=+22 zEzUX{6WBw<6zVW+35L(LkQMFZ>4>Mz+0jTzcwl#fO=I^o?UxC254>R7d_NTv|1aE+ zXEmwaoq0;)P-aEPOT}3yOw?`{@HMVz+(5agiQRi6O^8nQMR9R66OhB@0eZza9P{jf z$h8NwusQ*j7V{{=VK7HT_yk+}JiM|IG(Q2Cxf1)@6w3pgjJDJV^GkfNI*ICy z;hio`v)Kysy!Nl-27Rf+__J< zXJ<`R2^_?VN80W}(ZK8H1j$%4VdWao7+@QCtg55vRYwNL=AZUT1G)v!2;vqvsp!s( zsTt#@KUxM@)=3vZ2&lrtQ3s>|$l=>4d@KAqA?5@Eyz;0jYj491IHbEs2C}ovBAICW z5-Wdv#Jzfh)e-0Y-?gi-nuTBz`@%!YK(RJm`KtHBj`~&6%-g63`T-8?5}DD%;zg-= zbrjVKYfG!wD_(Kgb~pr!LVtucFv?w|Pt!y^3|SP?q4<_{XewiPhS0m0A#4noKK>G& zi2}vUo?NW#3Rd`|&8sF8B_|ySOxOu8iE_2YICVH>Eh&-o@Jbgs@h;ZTf2Fe`HV$=w z+wP|bmv$)0;)Y3n655k%`_gSsEDf6&xckfoYT=j@*U-mpE zb0}Wt+WDH(w6jQcQu~Uad0{KZXwU>-i{v_uP4qz(8-nY}y@1#x#BEWM_^wC4Q&KWt zY=4gt!BPFGrFT5g^$?5lIPSx2#CSNk)&2}uG$M&fKQK+;K>vrU=D^@9$|9d$lGj%g zPRumGceMatH#g$#qS_O>09f^6XUbEC}YJbxP`(MXq%OF}c zp;BO@o;xhW4bu&3w+WY4V1jTKW)NwCQ?G}XgEu4&K;H&GN<145{NWCduwn|?Cr!WA zO>;x8%LSp)@#tp}Db64$guACBztD4Cf5&|3z2}@n`~#U$)_odnEnU8#jy5x)wecQ< zH<7{}uz~E*f0c61847*>k?lQhZLLZaYCLY*ATM7Qo#m9B97vrSDRn;1 z@O>lyy?)2AVhAs-K{+U-1w5L681AH*HpYLJti{E9nwD&lwIs1YQAF!mKswugSyVP( z$f;7RwhML<{F47O%JJ)l9jL$rz->#&tNShx5uOxBY=W#~D~K5BV1(EAvfQhYExSM# zDE5%)mgeKi^z#TbiIyLNMWK>U4J=8c=2+4G6Q#oSN5JyxhdQ*NV*L126hkHBd9ni+ zEDG@`F>rI}lY|eE)_;et2O7~w&rHzH_n?_o3uZ;Ar z98C~1$PwZdvW))p<6XPx*A#yW36Y*{pVD{#i%&nECY6uWILC8qPN{?kd9RVX3!M+P zS`FHN3}f--U%-V%Z3}mHYaQ~1$-$1EXIEU=MZNV2X6Z7+5X4xA=slABwHrcY>oN4V zP_5BzCRir|=GGsU&t}W}8yVt>b;ob9AEE)%n=jTph7UH8199a3T*G zH>3dEi}yWKz+SZKBy@gh;riHEVEK0p-KsXHA&k z85LUKq_QwP6Ws_Nt_FuxbM2yoX<%|fjXMTAh7u&29xoVU<0+EIg5&7xp-RA1IPYq8 zBpnUTl^Gw2NBOe+3rs|HlT71U#d!_IZWdy=)dbdt0(fTx5N=K@PZW{W$}(qQ>tJ4D z-E3obu>qWju{dOArFOCbMB+FrA4t)MQaXhSsLs1jbzwm<$MtAT)trtlC)M*!YPA2Ke8AKoK^ z?Yc~?;7sa4y&ptG8BhVIR{8hg6(Q^oNfu+_4IcM?x0k(%=(wf@1OvF4qxQb#KDON5 zGe8*4eGg+vUrVEkpBi2Ndop)u5I``h^b))nAMnQDL_Klq{mE>YHCw7Kpq2hpf9R75 zlS@?>`t>0B%$OAUz&nMP-j4&yxxDqE8h%!yq65NvlLozKSGFpx*-z;;Sam( z)JGofGArAzS1be#2r?RFhsqRwxLP(Sh4nm^=cgl z(Y=bN9JJ_*P&sSrg^IX6UJ#-rVvH<<1ZBmu_JF5Gfe=>WNm&M`%H94idr>xF43k_3 z7s<2JY#|z+9gyqajvgV*e-L&KvBD@(m%X;F@7lI)+qP}nwr$(CZQHidFP(I{2Y=GT z8rGnale25BE!sHL{M$Gx*9Tq~!m-f?z!%Z};#quncE>>>o(}fAX|m}rwLKw9G6bS$ zbYFb$S^^E|$`)tFG!bltU+XFrlc4x-rm^4dSE%imO!gdGyNV9FlczG*jdaP5;|<+n zPYb=dSZM+4(D7e4gL&G)y15>Yh`uY%&5NT?`JA*}UTHxq3BR&;%9sOPA1jOGq8>-@ z$LX*1`_8@vhmxtEa&c2X;}m20h$DslYF+i>e*oxceRcL41+J26&J<<1+mlic-)6iW zFC-CTC+4i$!?0~&zE=|d)|jBKUW3ide&LvG*DLh$LFxN=#Ua-n`N@kVR+a3UEy24h z$awv&1N(n5CB{O^Z3Sf$LNN^Dk&5eos1e(3pme5H8Bx5@@L zlof%oeQK#QXN|a@atSqZn2yT%J(uk-MCe^5l79!jAdvwWsdpVU(z&hDqf)1#-1js2 zYd|0y);6nmXDI0DS(2|Hj&^#1AVvvH%XYM^m9}&%*uSE1pZE!g;La|JWpGWdT0H-2 zH-U=yIP|5*1#sRYt9>%Ta&0Cc!0n-4J{gB8qlKDwT@rw*#W|H)Ijg$BdaaQ_1iRij zSRoD}EB^DbK?>$lJ@cz?oDm0Ar1JLX`Q{?3yGT{GEGcyQ>wHq7xyN_v3Wh4L@uBu> zAmJIV)zcK_=}0=R^V$>~zH)uT&kT;o<0_OX1v{RHLjN$L8L6QjHn>`Qv@~&nC&3cX z*OGu@q=u~cTyPo)pc(kuXh0d!E8Da^Ri}`Ea~l(lxv%+NC4=Y7%wM;X!MnKHl(WKC zx-k&#H_4H;Ggj?~jt*i{Ansd-f{Vi>;Ufak6!qnr&qiyG!92>M=IbkqEwQ>8?wvAru*2Zp&>`~@TUwb_!ZVl9&MH`r8jiLEjgBpIzI zOc7Y8{en%hB}lq!ul_DfVRYY~{E8xJr01jW+nwXPrxF^IHnHS*JwfJ#$J+6OYOg>>Xx1Ilmk^W^Ho$J5B9d}6C z7&D-k)HS;hcZpvGUf-~=Q;fpD8Q$V?e;3526&8n9bw#u>K@XI9njDXtoCIYHY?$G1hlfaE zoOiM)-Y!6l7;!2{B++r@>QaJ_aSgiok% z%0oP3$eons<3=jIPco|TRDFQ3dNB*c4f3_<@2ml8`L()~3*d*k#LI~XL^aFeWI7jR`L(DMxy&ko{hakrwuwV`BY@DdsB`Gw!QLmehAKkM2qqX)C0xTy znBsR{nBBx#d-+<8+2|VLP)ePUTkqt~Q{M9p-f6O(ln`(9|C-rMzcQG_m%-&46*rd# z%}NEbZQ7WM_ysoV_0`{gR&D^gpmSShlk>)lR-*R*DJ;U7zAT^NzDG45DSg#Qwl6aW zV4ktr09&)Qaj?Gv!Az~MaW8H!D|yBU(mZ5DQ95Ze4V@Stku{loiflO<{}-s~48auJ zX#bA;Cfm1<>l}qJP29#^hU^F+^tkK}I7#w}3bh^E23i-_KXV;^^oSK^&`FuLb~^6b zJjI#XjF5kgc`)gI#c*ttX@xWxKM~OBb;~;l*oz0HVEX$S{5N*W2=`|CUXvQ(t5-2S zbq2z=Vxc8PEH9vIXrC-I{s%WHQW0l{EU*e%CbY@&mw(?UryjwqF)f$(utIN@j5G7P zpi%Ww!2FXaC2@hDtQ7RJCPO(1N!DFrqXVPO3#b+={-Yp1B{t3ULb zn}fi$ed7bp=Yr6gu8@)Pik7A&fK*SFU?I5ItRhP0ZYGjVoE^kz%V}F_91)l4$Vu<9 zu;}&Rd;x!;h7ri!N2U%Q#|j1a9iWiK<5|q~8J@B0sE5pAq@N*Hx1~9wT>x>4A#5oZNDF{-pN6}{z{}U7@M}!qE`0NWix&7CihPL z@aUmSUzT5~+%OK3a{2=INMZlHl9oJ3xUXfpL6F#NRyI#Xho3?^TGBjC`_ajRZFfk6D92Ef>nGF+hDV+ zJGt)kKUQo*kc#W)Kv2|va@{?@N=Kslh3YegY+XVW{BKHdE_Q6bD9n!y-yl+F5TD`q z^)9?3IzMWvbw#2TxBrz#Dle9v=MKqS4`@eZN~Kt2z)T1aCBFK-HfFKxSEn0KP@A5q zS)GhtWGz4K&|2^Iomq48GaTNL*PclCF6B9-!MIx?D)p z3X4#ZRtQg^?=w*&$h1lLdjsJ@T|zIir7g#x&qmMUG^`H4!YZrTlt_DSFYQ zV+4Muq0~`bn8W7Ek)VJ@SG<_?CA;RruAmBx^(P9r@s-r|IOt?_&;$HW6~Jj!D*a7` z85K3(+8v&n7($|~G~5-vJ12aY#wokOj%AZ{8W~b`(r-}Poj;&vo}_ddX&5i z)~s?kkW-|#4t&QuI~9GDu~+bq-V-5F20nj{mgVKDnQvoY)|7o;+NdI8uHUV=d$A)+ zdR}a^^)?P>dwQV3&y=7&&)O%!b55hLkWmuMX1$Wm(zMMkAgL7*z+8Dy?rr8@zIWTC zFh%POd%_NGP11||WMnrOcESiGtH@6&x%rr3pcEVt^(IiN{{YHY(Q2+(G)2WB5@L?! zcV{k&9^9^Cp;ztR(3)7kcR2Tt=af|u#>`aWET1r)T4`xWO0=yUv9#KxAU zjuvC+;KFO+ON-UF`*c+Z?c<156U{<59rYXvl%=;mY&ts*_9njCXSdCZKG|5 z-%6HA-%q%L?VrrTxiSRUtkW`N3w>pNdcrlBDpi8)^$zk&pc~VHVDv~TwdK}whJMc& z>BenxJ3-*$^H~ks?udv0ZoCX9b@QS_=wcTxPeaQAl>Q_Q7iuXqOi9;qb34C9|r01r)N$e&4)C#YR(riyP`cI^^+m%I=ihv zD^%;*zJzU=8(aElnep2^k#n2pxs5>i>i(N@tc-P(Ji$fLK&;;eQvj+yw;+d!#e-o8?kgK|T+QA-kC()EZiUc#(P`jRpdQ?P%?- zPo)=?HwLglkXV%gt&nW5W3#7r&$DMqtBG8iNu6mLw)Q4{fTE3LmA>x2cJ)OL_R})! z>RlXBi^ub=zD<=WY7C$wRZ8_29JWRe$iS+{HoWk7D)K1C6O5*`82nCpWo12 zK4FH%3_ES?Nu)4%KqdUG!`$ zK5eg13At8mzp$Hql;B3!`BuaM%bwYw=Uh4g>uKrLqt| zBx?t~hLt8~5+*jn8XQEf-e#Ob@`NBvJ)7={bouXB`5aN#6iI1Q*QyHm{(> zWn+{#^M)SEGD&$bG!IHubDU*08cT9}!UkO^BbGcjOWt_1=CN_r2a3+&1;`6Bfv`c9 zJ19CB6WMFDnok}y7~gj+@L{PXYHSxfMh}bvv_;1)lZ)yNhRRAnTeSrCbBl;#)p^pMIq<9X2`*jrg{wrd-7azR-#F-$9HQ z0^duo$OAYll-6j7|G3L=Fi@4@adBiJ z4xRoe)CzNjjI0x@0-ev-Q0i;}brt0PD|bjs&o546`QZ7x=w{cD-jBHxtsNs(B)Aq4ZDT8w>FC{6mU?I)ZTx=b8*`gG zeXVe>(vhb$R?(E{@|MXU7`v|p+xnuSeK0vvT2AR$UkAC%bsy_re`90i##~*MJ6D_> zSogqy8K-5$QGA!dEiF)PqBD1B$TK-^qIvkp$QXCcjS79CNDQBq=wJuVq(rqfwq+Wl z@kFDY_|XN@t!tu9jUETixC=-1hC(z$HEf0kaW=-@2FqQYs8aHk=3tj2so6CiVWeQ| z3n>hH*3W!!eOQYJZe9h&GwbUwuGpnxW;~Ib|E!N>wNWMac@OZtC`6SM^Rgx2JJ>r% zhSyFWd2`>KD+a24;6W~ja30=Wim$CieWc8W@#-FGEMZ$b4*DUKWp)2VCGc>yVAog) zL3aOOSm>7~47rbv&8v?Wd{`wLP;kJ=sQ5*YC}xK6w(Y=K6xbJ|cQb801Rok*yBvc* zuEc;MTsT2m~EL_AmmL{RT8+p1AN}W|+aF`v?_^?tH zZaIzSy%F>jE?bJ7WH6OV<6w^K{&+q=%Zad%#bV2P!o$*U+HB8LrDjPsT?)-qCxfHX zz3}|vx(lr@I`4*T z8Xpmig}vc-2q+ZS^@lCPcvQT99Ga{oGFvtbRrjZG7oU0d*xZzo z#rpgtAz(zE)WZ4QQBLp*vvC4p#T`)$JElPV=w11l?(k-1;y-6v9K?RB=Ndp_ut6M- zoe3?kJY_Dj*{vg#7~_7LgpF9Z4ptxJWSXPnJn^2Lv5Qk0?eTKMr~P`gmJg8zYw2^r zozH3W_v0PNlTcANGc<8`w$lKBBAC_so%Z46XN_ z(C#L}qs(e1DF>Ay)e!+BO~QEZvG%$qq|wvZh}J)wjoX<|UEi&LcrWIHrXrfe6uXV6 za>;$fHfRw;#PRb)ib2u#7x2jh3pj#B7Y!KZkXDw&XWPF--M|=-ORe7XPEhd`JaUcN z>)2h>{`!)kwsbD}buo6w8N|RcF>2-$IRMo##>NXXc8EfY`I@m>8iIJW$Pyyx2X^mUOPtuM{J${#Ydl z7K|)j=y~|2qb$S&v^pp*f3o1AzcSl|L1Al1z$gE#QY}R3C^hBY zLOobZ`ws8;*_@Fv0vxCNwgRxq{m}9Zp0{x6r%QP7>bPE=CublOr4yP_n2$%1zfdIh zZg=D(0WZtPQQLw9M;#!)zZamS=K(^P-cd}#h6#@b>K~igJuI^@N6sl5ua7rGaUgng zS6BfVwCmWzoPrWUqdBviY{{36sgmeTTm35~Gp*Ga{L^|~8y~pWjH@hab0y(>9g`Tw z*j_lXPziYxK2+EiAs)(RU$kLlzl4}m?Y{(YXiEM2{_QmD2z85m(I#&OB=+ddSC_;` zS2&gcYzA>@Nbhr~dkoI4k%Mzz0dGyK@awIeH@=U}X@TdK#?iL*t_2A@Q(qNe0}=j6 zD*&e!4w#NW)K>Yr@%7-HH2TEpJuaMp%6F|$H54V8_a zYIj}1@fxeZ&YXM=$w`!vCf)dlw{c1ZjOsq7Ob>ZP>e|*H%bzCV9)@FOg1d*qOVc=4-^?T_?)%VuU^2xgsElolu@C_5YidMVFLLMdg zGXpVmE$pscxL0IIu(oU5rcO_Ih+y5B`eI@t8|)IRDmaGmeR8~-qydEU;$f}ceCDGj zTRgUgU}_054O+8R`|nNk7i96f+KFT=d)D79x=>6KH)rBW2%)IeN)A`;kvaVLzL&bJ zhF!HDDG59En2Us>(FUBWQUkt0VusVJ(ep0M6b*^VFj3*r+`_{%*NA*6jYxhrd4*|` zoBuSi*;7Or%^uWM(S&4jxFrHH@Ox=7CS`h8nB^JoAg&zk7rcdL4;&!Alx_tFl%}Mf ztqEuz#u4jI5-}foHZn~j;H@e!+L9nsg55e9l|ImJpV~w2Aok&;$VlR)DfQd zzhm$B%jV-S>BTc1(H8F&B(PTF-wG!eHV-%8KzU(ad|5OxnR8ZPP}d%DP35Pd3X`a^ z+OMQKlT6vO=%i?^mVzH(dwL)zY%Q<%yIepvur!PZ_A-3eN4Ig9Pe`)gQ@?(lDHU&J zYNDC^T!E^M^j%bo6s+5wiq&)uoxVX2Fc?YKN!7~!bVPe+-~c>Lp33;(8mlI zhvF#Dq?Y%9P`wToqNSAw*jA+h^({2y@k|(sA(n4R{wj5J8e4;qHb%l5y6!y59g)7T znMKQ$J@0C6SXX;ve{$eSr!NG^=5gsqsac7#_7T79o1aJ5o}_;-`DrYhjD1R7^pXrW zqs_F4Bw%FG%BN?Z`hBEdHE6s}VxbW`hq~>JG5cmZFIJPvsp^t2{qHo8MKc2BgV%2xOu}6? zGnfuqbAYKx^^6fL)&`*==kpLaLdzoa;IhVTy@FXNjQKm%Mw5C)nir(c{83gVKwF_58wb5 z_fni;zBw?NDLz^`-qoKs=d3hkVDS;0K^bKs@){N?jm*>7 zm(n8W8Qz4iC_g|6|KnvX>~S>#vnB}Zo`Vzo2BV_&2|P;lKc6*$^k-!&zkO% zrrf3-!xOgVTNvX%+GLU-(;i#{=i(Vsss7)FbW(Qu_?#ot1&ei@sW+d`j|NhjJ#qjP zt5f)bx_r5K)bmd_fJ3hQs;9*A#iE|R$$$R571~DgOf`BPy0P2j@ulgd>GTUlBiD(C zn#oTzcG^|&pk$UYn*9w}9Uy;bol1oWmXw`t06~->#>zNrrj1VNTr}*5d2xWyF(W0& zX7hC$vf!57%Gg`0+D>xXsmrh%1QcO-NQ`RzWzh5MI_?YX{A}X6J+--^gUIMXGQDY3 z*UA_#OQ8IAoV4Mw<1E~?1gUlq2Zi2OT~(>7Q0^$p&~gnczGUAECC|SZnR4O=sz@hx z!q#ia*u)L1YJ-jZKi1V{eOv;|gYG|uV~bL8=TbgrZ?I^ji5v?YcWTny)XbY~0; zLW!~Kn+%<|y-r3eR$g_?Z{cR|y}%sS(<^uQ)!^Z<689L-}Ail`;g1WP_i2AOFu)zT2V;`O}f?&sYx zkEG&~@Q0fgg{Eu5;3DAh{XHPduMttw9^_PJ%e|~h43aG4pms1-g3@lwr%i0I5lpvx zEyYf8=!Mi3pCh$o$!V|4hgdS4eLQGO*zZWCrcfQRm?tK0`8_e0beT3QPUj^JE3=s# z4xPfbfvP%W*SrH+4LVY;^NljMI%Zm-A~z0z(&KhwFXK_C*Lk}JOV#hzM|1p-0X>D# zhpQ;ZMn%+Q7#_}q)J~ZOYT-$c9@^@!Si|P#9$k^f?0Z5_pK`9HoR|Z-Nw1jpANkh3 zwRc{#8RD%1h`1%e(9+qU-`L7fDWE`Hzs!xSScsh}`$Z zf>J*g(uFW7PhEH*$}20`^rFA^J^-`oRx5zGq36^EVV72WYkyg8JdYB=RX40xxkaQf zu}4T94m9C3YX&JdXzH4GI^;SH(cy=oU1w~M)#0Yj=cZxn1T1w0y&Rg;VN-=XarR&j zS;J<+ytLr20?e`OT}~F#05Ul!cn#lP2yj#!j@AE=D?eoPO2f^xR2;9^c8V--E55I{ zXjZ+NvLn$qe$Yte8 zaasT+kh9Ir$rcmGas(YQsYaW}*Q>mM>l*;d{}@@W7tF4yf`CB(s&D=)fw2c!c^Gb; z_7|F>b+ZD_P_&k#8FxeQ8}P5%D5(*^T30a<-j1vLh8D*sDt%RfU6^*Cj_E5RM2jS? z`!-mqNMSWAxKB}s2!tQd@TT`aujNU|lcz~blnw4iyDD|+ydNj&rLUi^y12n?fwRfVEl1=r3 z%p>-T?=OSJw`nH{*q+lS1Nmb;A10K<0G>xHMdl2FnAU4Erxs7z;S<@$8-+$kEY9^N zppW10oQuR5iPpw=TkagWB_{#BMbkFJ^9Ow%9%hzb8dGg;<2ZGp&W($)K~$a?=Na+#4%zOWQzj;7 zdE67;+FPYUSWFS!TGUvSvKtO7+5|l~88D?u7_LWPXyW@z7pRe6u1J@NsvYCV`z*w> zhni`4ld!!Lwc#cb0n3lr?|yoGp7+dw2-IzkWF};n69K1hhPXrt*XB}&LBFX>eTm)6 z?Z9BiSoD-X`Epy3*KgPZ#jLFL^#&1*^FQvDS-tHklV|$8hOrAT*d#b9O7_KT_wo4( z+J|!;K!g*Lqb!9rFo`yfph`@!J)pwdAMX7ersUBJwedejKk!sWE=u$_QbNq?z*zBQ zb3k1WtHRt)jIFDQUb?tQR4dQUJrDl)P?WO}i&{(zM+WmT-rt)S7-L`WN!Md_*+CU@OYsHs7fUw0(mwx91$f^=eBRoZ}IZW#5?X* zZ?aE4n8~Mf^AAqD;akN+X!}x@-yiYZJbeeBnE;_@}I`xe#vw1Ejl;)%_wWD6&_0dWDQmb8eEuqogl?s zg%RwV7_?6U9Kv*QE+su32zputRUGS6Bp07N4=AwXr93FbL-e|@!QM6q(wG|4e{bF5 z!ELm~or6$SzD7FrI4>KfLYOIC=y&YQDCIQ@<1YC!4=hYxWSn!pu+r3apM-9 z2%E*<79F)p+ECpAY9b6z7@~s+eCQ_1G>yTVbc#_w#I*U6y^N)Uu zyJB!DVRyu}*Z;8`l4{ceCC7y}WtZdL-bpZ4mXo+y$GZd ze*&sJOQUtC*ku#2*6TCfO!q(#CF|5;PAVy(xg;hg`(kufnI1_ilS#HjfxX0A!i3c_;`ZnW-T0cTErlvyunn-QWf$jw#Ew^OXBg9a7R_d8D$&M2 z24k@17+X0S1SrYxPZmt-qn-lze)dtU!$yee3XG;NvPa!s)?@zv_GgXyj%~>GZyV>F zvlt+KHi|0vjY$<%z?G9zhZK6^Lzj$!DJ>ZMty$Z8}*M0mI$|#9}@_aqhwY(a%ExH*7bXkYVXq^ zCxNJuyUxNEo~qNuuN%yj_@}CttuUsx#&$BrLL?LN&527V480#nUoO8YSVMHUI6PIh z0ydHfef>PNqSz7Pa(}`6luki+ig?PqL;5$ZPI;G#>ZphieItp25g--zqpr3~W~3zQ zS0$Jcbh)GVZ+S5xu*jf$nRfbCOqhiE9L_)0ONw~#+#0a50CvemGKh8dl4)}zDWTk5 zB%_4*5Q@6pQ|~!h?{Z#ARLFB_y@(;)OaeGNaZ<^L&9$WqdsU?fE(RO@0CIw)}jO z(ulBL#{>SrQH*O49w&WoMJY0j0WJ9|;^yv*B(P%7AZnCH%VaOfs!v>92qG}#)m8st zGrfYNTb7{1WO1Rq!xq+TjG-_e9;k^bQatzqeml;e-?-n4#k4KcL9>? zFRaArsjqJW-Ah%sEpe#?FCQ zUxJQNfLXnSDX_I8`|)a}>uPimsfg7&fX!CLJjkA}6lWs)07=LITa}iTI+FiV#Yz3$ z_w(Z?^qIHWpAX^|CgLR7e_4AHtbTY%_`rVZ438L7gFpETQSEUuO4S6mY%ecjP+k&0 zPb{Lf955G=IC0ll=Wgv8I_NCAf*TK9Ye_3_Pt==SfzfFbiE6taew7UutztqWZ42ti zeUvmM*(QZyK#72Q4okDF1HfGNM6s)Y%lCk_V`HoftgfMcNq2IdPeB<{!G~f61i?mI zbbz%O-fl>PWWW`G+5i|(&uPjHe4fCtDdiZlpd`kZ;UZiGfZhSWoCyPZgfg{JKTWs) z3tiA0Mv*7C8%PG-3JR8X9lYtUeW23zHE<+NmneLg0p7Azpv1R_Q~+az4tMG)_FG+M zE2gNI^#bq7SFRkzDH%?3QsD%aXnKbO-c)`;kax6KzcUqTU(E zc+dKJ=^Neuu`CEOzwOV-v%bOoFQx`tEvhOzYX5=Zi2DYpq-unuye}JJ1=n=axVeD7 z-&r0}Ge-#E+CQ9LP(?&89w%Aq*w-3u`}Kby%^3DTknT%@fhh4-^vUV0IPCbexEu{h zN5;e z2Q;gV6uM(IA76EGD2o}hSKH~eJYwu!o8ifKT~S}qp7%ZfqZ!BWymORjH$$wJZqfhF!@e70AOb{$*PTLwD#tb&0E;V1E6 z;&tFG=CIH2$E7)xz1=el3(--8cRdGlg!-gex3`H2KF=v1cp5IJ=AVfv68rX(sO}1v zi2!AUimqLy2P(U>+;N?sY~v;22mTVZ?)RJ!fE66 zfn2N1`A+_s!|N|ETqi@{z8LpXz`P067ogPF&M#D(w~dH-^4IRFNH5Rz{SAU| zhq)tliAs3VU67W=reMiCMq)j^W`vxq(EKZY6{0nAv->GO&f*?bjl1?`-PmUNi?P8h za7agAMT(RO_}Obdp(`2&=ExT^+|^z3_c8zP8e%v-l+fX}qAUzn00JgNXQnyC+(`yTwz13eN12Xt*i>NWI1Or#V zd$nBGDm_{RacnN_y2Z<_qA^@ZOeNNQPXe~?If-2eBE4lQ^a(+lUz0199%X)|&9$Qi zbh0!&n24QROp(^*V;t{M9B_AX=<*(jmZER6FPuy>ofZ4W&!mjxQ8O+AU-Xh^wU}?9BkRJt~*P+qmOd%32s3I+Wi1;Ov^K&Px zu0mH-GUhx&4t9T9=9;Q04XfuZYnh&f5$ARH8ctBmx+v)G+e%tS4IWGsz~Y3%_s)+r zvuwvDn!p9(WDs!AVz_$z2byfFi`5e-aIXT~D+Xl}u&GLHrm9l8%0|Pr3BuSGrp}?Z zm#Lq3U<11mF`bGzI5W? z1P1(e)|XG)zNi=^mwFyLaA$0BXHBnL$J94g8h6p6QcXoY8?QG+*rQgE#{ExPV8;JJ z3(UaA#`=G?zzprdrQMa{*}YD?oQyJb#o zM!c+KiUQiP5s1$%aFE@j!+jXw@shLK8vqyAmlhY7S6Wn*2VxrVI}I~w0pR))%poxH zhl+m}6(*Qx6UD!NjNOHdoPT8puzw1E9~J2c747H%@c!XG{FiKgLIoxt;Mw0F;8Ghv zg^YY1Hc4T3Vq*%`&e#LRex*@wI%=# zK!?l<0^{^Wk3^mLTA$vG!PZtzPL4Le2sr-77x-5n4um^x1q=WW`@4#V%}OntX*y;K_VB(-Zwl;B zZUzko7~=8%9wG_~pr00ietR?a%guv_&g>pfc6aY|4DQ=IJ0}~EHBQF=2cLC+3{M)5 zEgu{Mz{v&t>*IUtVGklH4ILm*eF#8RUkd`|Dep4Qw0N8GRh`a{oo{9q(+arq;MT|0nQgF81$rVuE7;kT?4q2tbxsK-a%K9D-jx9(@08 zPo>#EzEA!BJE;<=#Q`Y%SK`$n?N@01sP4(^!-`cM@J~l-=t7}cA7F|Pi|qvQxWV`P z@W)T}6OZE059m+l zo#juoFphVB@0`uacD@gv&L8`mZXA5S^#dE~S5)@4_U{oIp#A0-6clhf-fuum5$=zF zcdR7;FEDN;`!5tIPWEi<3+57_HQ>kSxZOl~PFZ!g2@HgnM-Dp6ceI3imb#g+J`&~uGeoG~Vx`ga(wEmd=DAWLp zs%);>s_P4u)|1i7M0G#$D#ZGcAN@CuMI_ZJgJY8`ujiEWxjt3+W>v4Z4ef!m2)ibo zX-}dz8s&Ck^;OYG-r;h>`g6DA9SdZgh>gfs)nwYm0exU)lC1mjS|M=lHFXv~RMy7a zP8F)cU?(-!Vf0)q3k*e${#3(6E|Etl$U%|Mz{?Y4EQ`Gl!!MKRk-rLSF7~1gZ%FUh zsBs$Ii|3-}ULkI-CMY{#J2)Ea+;h&Adh zG;}uQYBquc`6wI%ngf%KF+o!KSux5n(1<|?D3kwn0e*#~eKNwnDFr*s6zEuBNuXU- z9$d<~=!vv!)eAc(qTHI9EuN@@!;sO) z$0z^TRYl4%76^^Y1VzGzwdE_soQZ@|1jffvRn(TruLn&vFGOQz6c^3P^u*Pwj_g#$ z{q7b^p~Ckf$lAoCRvb-$Ae8ZQYyC>JxITrz4XNag$`C3_Zb(&m$mmW(@JSAKs!KME zHwQNp)&5c3K4tTA^1#4~oft8*dnww>fjt+UO5B20b4|vXPPKYp0o^yb5ppHv26dCAKJG6K+hF;_|a5RMG@|%gs zWIQvNjLEK6tG}WnG*C=H=$Y%AnzkgDQ^y>8`}p3>04U<$?U;frQu3}|MR9cH=o-g+hcS%_a+c-HoVQ`Ew zrk}5dB8T9vuhPJ+^ysD->hC;pRn~}b0)_vQ;UYs{riaeBEZlzi)_@cRRWm~YQFIDC z(wd&im>`C?h~tck^NtBv5Z^YIJLdQ9LibUmwfIhteoKNOug z3-)F)#cum}gj}lkFhlVyZH}?LW*tQSYkF;WYd@%Cd>3d2y5e?(WyNiwrIDlhE_7*f zQ1?|ozr~k$GJiGhJhfZsg)^D}nVZa2meX=^VxiBPlfd}$$ij+(AR5|O_CR~~Tb@WT zof}HYBR-@F7LC4o{-?fVMSxW4bxkCn5_#={nV)@L?{zP&)X5#Mi1*7Oc`jAn$tyRC zT)0k*J>j}^z=`+)w#u2wG2uI@WE%yTiqPOmRn#y z#5*#*u+@j{bnM2*(K;3v_lD8H4z^NLf5TJs z6(#qns|Z50bkf)AHXPlO?y35kA-!vm>h8ccj?KJXZNQRMnm1l{&V}*Slqnn{X5r5@uHls$>e%YggUvmZQkLRI9 z?3r?}kTqXmVNe1jpD2(8TQ-sXL?E+sLtkI95v3SObkXLyiTe?k$HjO!amgC5pAPDT~!ZGDdG@&VsaMx%Y>6h?+n>u+o=TqM*R;zy+j5r^hwJ=|U- zaKUqA$)+pDdJOcUdGm^tfVNr6;*)3jpXpM`Rj`n|VX&nG{N& z`>5DnK{LDa%-eGZ1+R}JDy+1j*-aB}0)n)Nvgg(ov)9__t#vrkjye|C`pI@-B_AX2 zk@`(zO}f&_b4wT8B(&P*@DA{mnt4tYaYvu=KI({b@h1Vh>LkkIUe5?vRxnLfrM?75(Coj%vyO?*5#ZZ`%h|aH-ky3U%n9v8@(bicN(fHEFMucNsooreY z6xz*3_JzS}b2p{X9iR&>SNa5`CcThz1k2pYN8N0k5(2!ObkJIf-KB#6Q}0~ z{2z z4CVnO=`zjQ0gE#0|=0C`Da_zMv$@C3ye%wTYkE`(s(Z~1M0c1Bf zA0Kc8DF(cx!o#!odACl}_Ep}Qnsq~4l^@U(16PAor0LQFBu>12_qrjuwg88j=u(J! zC#TxV^lR^vZ=G-TD!eeHu6wluR?LzV=G^8r?}0W)y##7m`9#|Yu7g=)hZ!@FnO`$P z-(Mv@Jb3O-ohSm}C*k5|dwoaDT8_-A;7TX_J8-2osgxt>PaODH`_7(vsfFj2wuB0;cLmDNSoAD=3GE(Ql#vr~PVU?@^fF7c$# zyOz61dRqu(YHM5iO;O1NYxIk?3IMHhR+(Ki8kk)0UeBiC8ElI=cd0Auyc`pZg0Z#RF{d5uiTac zBn-Om98bU#@1Jj878lm5$)0VBTE#9+88MN*FcjnnRq|)FdG?bJ>E2M*oXSeEwT!^_ zt?$WZAx_;#qL!5$joM@iFq^AY(eh@{*xm9#KunLCGWg$$@=MZ2R|~hJZ641=x_G^F zgbvn!K35c#)CQBz@KnI`0h$pl#hG>9&r7FAKhX6J=VXA0ogj?Li3iKP+4CZq3d~yG z4(T@Ap^j=;-mThtLfIUF^dQ8{`FA+>eK8}J>@# ze@Iu-trPT zvj)PTw5(E)u6=%9v}Nj#=zqe#C2BqT z4z%&py!$@OuJ7d_BQo9i2o7!{f~!+Q%9H1#RTS%pwmq3|IXkuu>l=vt7Lw|7O?!iv zF6q9UM9F&p>hhRU!AV`u(Yw|@Q_)=~zO?u_j_y};HCd}XbjK$1s7@tzcI?GyQk;im zdm%@eY5CD38z@Ppz~0#(CfUNo(J!>}d`B&v5rvC2_hm+h%4j{~DQ=d?n#_F;x*+Ts zs{TVao@AAGM`2A)pvptQ?pD>yZ93>15UdK*FPr0yVS z0k!ZS;qI=qsfo2DMTYR4A19rr`OsQXFq_C%aD?XmbHRf=DXc`ZcexF_H5S$F!~6nv zwF;xMyhdfSo(dHh(iy%0UeiW(I!&t729cgUg*`4B5x42N)do}ga8sz%FhG2qIrOnq~+aZ*XVNO);9_&Rv5fZ17!?rw0 zSL_DK!nBamu#((N)M`~dTyu|e9>iR;3)~y0x$F#7xc??y64N<}{%RO z#x2hFVBdCPvtN@mj!iqdWh)E~4ZuiZeVU$re=5qGH<%4rh_)pQgDSWkxsn({Q zdwBQWPp4U2TM;q7myxN24EV$Y}OwwoYSMnZUEyG`*fz zy33S+l{pEiUz&YknGVp1V_2==%kkx4Bhp)?G!!rD!peTCmvI{m#mNKNxbOR;HC?Gqk}g7eA3XawlCfe-D<6m zK&XL231^pJIy6*1`IfU6U`dMt91)Yt{Iky$pwc?FpS@-BOHT9arnEpPU|H=POw#?r zfIPapLjIYgeJ#7m=$@4(EHPy|b|8HPwa=G+#@N}(wcT7H|4AG9dtFRfh9RSswQhhn zNBkE?bp{vh_L&{veY=aWJZ5H{sORmqfsD58g=s)4WMzr3) zxTqoxpY2A}Db{r5RzOKZSHB3N_*`HG7OyYc;s^ zc#ZbKZA-cM*mR8vn;bkj1yCYJbIg5R8YwH=2!~oh?kelMuG?06yeY)$?=y`2{i|`~_AvE6(}i1XAXXp)sTY z_H{Ox204J9{ah{wfE?%@LU}dWYC0q)=Jlthk;-TKl2Q z3O~&Zl!Ew`*SZH6*nwc@%9@pm0>ZlRboMswzi?T-c)ri+~QghOTDF85v{`F4d#kV0-0ZUd% z@RS*1$nFFu&WR3LktXgb{fLNe|y~{}?(Z%fbSL zN>Q=a*=l|>9$p0PZIOppVIv6{E9wB*SYES@5GUPG6b9A+-RvnlnT$YRXgcPbmi7Iy znBH1Jdx3LA%vyFrE9mSfqV)Zsz@w|kSauiYgbVDVP6&elJW!QB#WV-SASx&AF%1Y! zoJP7f0tr`5jJT9|-To*0-gOhz*`}}y%MF0H?B$GCoz!zJ58vaeL$0-4E!3F@OZs&E zxa@4Ublx@CBJQs(Zd%5Vfg8o<bM zOTgZFrOC~X=UdezTudX;fZ{X^hgc&Ib|A4MyTY;7 zmL#6QRF|&2)%@Hy`*`Y*xPQL_%QzChY5^7nLAb(c>4vgX>_{~DM8UNf<7YM}Yi@)bZt!W;TT<_k4ik0eZa3BFOg-qBcfw$lv>%2EEh8S95dDVi`c#A-r=|H$f& z9!2v%TNGODnP>}jsAvhrT^u+QOU(`9S)~09ymYm^6BCTNn#tq5#D5RZnIjj4x62&a zCi~yyDi2x~-C%1>wP(_2gIUO^j0ZjTq{MhDjV3qTKh+2jsAHDpHO1?|dv>bILaG-? zT+dv|BHm-;Gu}T0#UNjO1O-!Ae@KB7GvlFJ^4iTDI*rfUn}DF7tj2HF84Yrtj~{lG z?A;po>l%pm3e}(~(`XfcgLRaGE)FUkc)2L?9gg*&-*H-lX2~#T8yCAg%DbqiL`6xU z^Grisk}NcgN_ddhOgHeh1E2k4L&rWvFY2a>R@R!(saL3Ez3`IbPZTRfX?Ov1 zLFl5FF(I}R;k?k_Z5eAS<2`qP2q9A}RXZBMsFFT>6uy*5^{u%B8BpZGMukQ>o&=Ey z!?+NKh6ZZ%9ax)EDwCIp`$I>Fk><+IPS#4w`0Joz|~z zwyQ~65k9OO94L$ba!vCNUMmZikhRr_;ayY#v>eJ_MOMx0X7_<(d<|do3aMS~*v)?h@ z;13U77b|%d1NK?x6Y9DX*R0|hLom1w(s?B3=GzBH-V2kCSRJwvTnbtxw?C#PO@A3L zJPq)t4e=@^-AhB6j*=NKU_ANX1CEGclSl< zv!{b)zK&F2q3t1F%jIqK8<65qfbs@Z<#5Li7*A8^7rBkEcC+9OhK|=_Wb~RCo-ZVZ z;SU^dTla~xxa(6Oq&ZMOX5DE?NAaptti9J4l>S5H z!OCy`5OGQf%_TD1`|S{phye7R-o$Ya6^I&t@>%YCmZAmkcj@_tV)y@`KX#(hG{{~bEeE>5oBy;pR zLM+3zI3-l*P-C%RsAAjDF@ua+mL!h;Fd)uhc%_&)>~~UXcI%5Su4W_#cW?aJz!wt= zZSUU`7o`49qD^EnR3h)z-co9n;)(xCI)f^1KpY-;_axHEGnyZ@p-fDb~hvRHy}>#yYjIG#b{IPOmcSld~TsX4I0l zv5&*16uQSoPI-@rF8&a4p^lp+K91;P76UZ0Q;2nD=oR*q!jzWtt0my{dvaise?bT5 zIkEVn*E9oa)8lcx`-h?Y_&$t#_&Cl2nb{u4wm{0DRkH9soJ88I@h=vbu=hX@6|sbU5&L|!qN!l`iz`mjpSw(NB_2?Jn& z_U4BN8cD^%ew@d!5<(;>mh+%2tfyD0V%-lxCW7+cn4n=(()vS1`om@#=T@+wk?ZstBytsfRRYD-aLUadd-v}&S|t|EsK^b7>~=FL=6{a%l@qn&l|iIZiuUoSNM*~j zAQ~ZZa~aiB*j1s`wp(fLclD<^1V(1DmigfSO4p>|t;P?CFs8A|dzgIDMN|fI)^F2C zzq>xs<#$2#=I<;F>Y*R>O8m?&A#9*7M@Ab|)5gV4fC-&&rb_~i4ab7%q!)A$J7voE zHzW)iv)Z4f>)KO9h&y!kAjxB0*2qoWgE~SS$R=o{aCXy0PeA2SN<9PYV^8HOi;iXJ z_75t;7<998u)M6-wRK5P;~b#C$?bxo+&LyPLVl1L7|we zjD)(g*2!pexI|ZO*=`v#mgHf~YFz2wEi&@#4KBM7MVR;YXufkEwalfzPa@jzbJGTY zR!k%Hl`r281gmi>W^`CaT<&B&p1JWe_(+5`bGIR>h9uug{ih~wOxhxb-6|dxl?^Oy zc;&DK;utSf`KpI%>o&wlGE(LAD5TU3HPw@DFN%T0=X;OfQ~de`%&2>_`N(Zqk9qrA z)DVXfEB1%W;Rcef!G%g96o&RQ>i2vE*q11ZE50UZg-6`bfyY} zZmxl|X5m}^6{YFF8nZI%p3sKEM8&4hRROry=|zFhIpqO`6;+ClKMCRJm8e;o%%TJv zlyU@SZ0I=@mxP>EJAA8lgz`m<L#Z=cbWYCaaj;L%$5bg1J!$C@z6`K6u>c?ep7gh3O`Hb5xj$(#)(6L z46AQ}EMmmMaz$&ugwm=qVNMPQOSoe_=VUW|(^q>TjA!1$R{yY3F~H0#_ZlW_RO`fJ z9>LUSX}=k4(n?2XMg>FM2v_aJ^O^Z{r3HWmiy27^)x0H7^18a0i*V&_j!xGGpN!vX zgT?k1YPibxc5%m5UjN&_e2}SnQF>dYBMN9EZruUJ1si8(6I*M#SFRtPHD%=IZ^Dzc z_Hj$^Ov)+B0M74x5N*y<_dPnZ<^sDaM-4mp5D<-ecBRFQcKs9#xzrftw_q5Dmm@70 z8DFKGaW}s{xV|n`>33aI;i-6hpiCTXAgRE_fmJ znzI(%q6bI&+HtCHi3N84Tm0?Xbbi%(inOqa(vls4gVE0e=!Ir(U&?%D0mjxo>~QTt zKk~*vS>mhes0jOWE&*f^I7K9x`sULEM&W8*bfHbE1{T_g!)@Lz9&iqvD^dIxrf8iV zAIY|JMm0+`+C?mXJCn7`l_a}rH}=*hSrb*}F4B?$NffCu{h!S`gu8KdXA(1(UB?>Q z9^aT*5TZnbXp+Wt?+3;7Nnx4gGMrfWD?8LEZV0}4D-fGFMn8Q`O`w{ykhi(b9)S;| zA9rUa-jai$d;pd8u80_ULqCCo8RHUasW>)yMpa3s&u7Og_)_7Yxuww6>pcKeZU56Q zF{R||(GC5(8u!1c0?7;dqI_$!i`RryxpmmGV%{=Fu}oVs%|<6 zOWxd6po3)28KPbOySA06Q7LB_Zm^sy;+FAeO82n2&Gi;2%5XsQ?m7!&T zF`6$7S5RP|RA0g6^G_xa_bKl6^+v(`3GxKn=}Y>^`0sC#o4u#^h)zvVRp0s(<>(qH zM1gKdybYV7mHrMw>zdxZH>T$ls3xWMU9^>(MP{uF`|5cu={fI?wnPh(#tQX6<3n$o z>#fC{XCPUdgW3Bxl8`fP&BVNPMR`A%;!)F$dhjrAGru)@7@O8luZU(-GDzDsbArrU$jgx+*@NLUYZ$dQw&ljE@`&p%{tV2kMKfu#GbLEFY zJtkR#9hD$Vs){omyG9ydZe$p2u428~)UzXr8AOHEyOWDptE;Np_gKde`7-%$-mp=n z_9%vylQe-l+OK?x)f$P>kTgg;BDwDE(S61v`@X$RXACrlNi|@S|Aa0UPnX!IkZBCS zMgq!vqf}`DR7N3yo$qDNgO!2Fh{GGYrBgOl!f^n9itw!ll6*$d&}~@J+Vr>10do#- z`t$_TFZ2#5g&5zG+Q{+7)GQbBPBgjA2~T-*G0B`ubc?|TR<@-DZJH2nck!qCI8N*l z-lAu~XL0HhW{^lKPTePN;`KU<4o(B8mw2&m>PtPp`JjViSRDe9Z)1+ovJUhrkhGh& z3dxTA&^vE$vtHjrncDuzdPF3Nv>erm*6BJMhHsKw8`!>IR2p;A%KKZLZ*vkINF0O3 z#VY9ac0tulWudciL=!Z)@XA(9CABuFes91-=o52^A(p;#s=Uc8+6`pa&}yz<+RSN6 z4$Y!8fr((-Z8R+Wu#&;dL>p2PomqE!OKf}))6fp{euTR{-61u09KOJMNbVgzw z$q~pgCqoCBe3yne?XOQ$iBARFP--+sNW#|J!d@}VHzv2N2Dtz>m7tPcyx(w+@vdm= z{Igd+R@q9ueCUT5u6-v2yiWM1CJkdV<#G`U15@|G|H7?Xd{7Okv&6J0m&RDh)U5m; za~Y!Yv-^LuX6k08q?sH+UKGEMm~2ZS%yb0DOU7(+3|l-_nZGxUThBj8N0_e@U}HV! zf{&*n>_1v!XJs{>dBflIsXnvy|Lb-hl*Z=H3P%tQC6|38SLsFnksxT_hA{G^-=ZJ` ztGo+*tMh@h)D(!CQRS~b)$7Ab{L(DO4qZFO`UtWKUAP{@;&1e#=$&pS5pY%4pq;Xj z+;(OK%?qPFh@rpB7#V~imd*1a>8rsJY#oH^y8CVJNRP3mCPQYLbzI(6>o>iFT=Mo! zS!squHb=XPF&$-Kh0e0mlgp2s704^!dLk5MaRpzwps)BuQX%gu589RoND8bLMN=P` z?(n&AbFpX5Di2+Gi<(2=_e5Rw=9(NX(9<`HZ%-3|b;4u5@Mt zX_o(uo@Qm@{2yGJiGZD*gW-Q}|1Uhv!Or=A*=d6R4|uv2R6$1@jV`)NINl%zG;B1m zOW5AcCO^SeC$NjGy^BOb$lfiG#N6Hu_EyfFDD+ zs-1KhhXgpJz0t8A5ELL$>Jq0LfFM2!7UEc>sAvhKYcuE%c8*P6d6#xh@TY%uN52j!i2!N8=t)5gM0yZBY#9wFr zoTMODZ`QyHd+m(n?-PVUg8_)+{li1^w;gyGS76ovni)c1VtNJa_&$4Ka2hWkumvDU zr{|X%Bq%wmkAJDZ0uslddVD^?ky8kW|aMBbmzmLmE zxCq#M(_i;D(Mq63hj%(#(BCY8cO3}C!Q<6FNFy*CaBcz+>(LH?Dwbeef7I@m$pG-1 z7aIT^d#rEh=jMkS0poFOV|ozia^D>60Z6zSP|d&#K|u5rHmj_{(-VMu#|L2VAFk*M z%(okA|6lv0aCJVwZ(pQO?qVO5>)+Qm=I<`7Sij$xQYc>%8i>I={1|Kik3iHJe(axF z>7T>LAMyJg#UFd@pPe9+?dz-GGK}BzAAU;)@cQnRU69#qX9wStKICUNX#5}R3gAym zlN5n;eb&&Q<%#Z0?wbIPq0QeNW1y~ae=dQvYJFA6jK1-QbnT1R#Pt9|Jk>Jj_m>)A zy(2)tUy;`?4RqI8*3d~tf}cwM*~ot%HH!$)wp3{I|WPeQyrO9IwR=j3A zW^Ul1IWroFsLe+{qHnkOV5M)zx=*NcybrfXJY{v8^uQ%mT8DrQ4Ijw962fWC`PY_6)k(p_W zDw=)yD}M?^B;jmhOr1=prS)5BCk|OcrJ9u7XkRwhHfJOFwc+B<0g@Pg7rVX_bho(= z#g55jc%Sc62}-_JLT8tEN!|8uQIpO(XWXx#+}v?Hy2T@jPXz)MVo~;+b9^ zY3|04S3dp?2V+c?;zRj01joBr4wLACFEgEKWyMTa;VY6u<#3FH88d$-$yToz^nGvJ z5WxjS?_FsU!jiEYC$;i%VAt_(PT+*AxNIN>yVciLn$KKvXTBw`hRe!#okjII z8Dskl%@c*>t8FQw3D?JB;)iFq9`^fA$hgZb^}6*UuuR)p|AkXE?k3|4)cp(2!`~ow zY!036T=b7PB#nAF=x)n0M6qMxQO=CFpPU)RF?}QrGdp-v_rNr5F;#8sU_lX-Zg@jk zX^P^Vqo{gUZ*;&Elq&{ZUuUwLHQ{X>JG})8 zp=(bM_MYA^A6Y79r6S&f87ip`r{|os$0vpxjrZ_SkTsJ;Ji2UfxQ>NE4pu$ojxGS- z>7&F=Hh7_u1Jv-?iW3c+l2QK&>AMOxaVmu+hTe=i9p&g!jI0)?@ZigkdAYCIf4v=| z6?86(ekI!WxhcZ1WCACRBNEfFAlV>wA@rdu7lH_}EAUN=m2VJT^g|(O{gGK8oXhy3fnQp8}bgfum2$ZF)o zyqv@(IFOY}*5ck6Jy=(5q>}%zo}O}yP>iaGC@|KyR?<#o#hwLD1~WUa?npgvbWDRi z<03LPFA>$Qi)(N&mj3&`hqPn3NJCt{$*Y6jop^sd<#O80arhLQnF)Dn{fLIYwKfKQ zj@%ELt`okU4Ku8Gs=JkjDi`?xHZ95`(-tx2=_XQtWjWF3V$S8Hg|B~@>k~1>0E|S2 z+%1LgHHKYSyA}ssTr%YqXea5G&?L%78Jz3jAhkv=xFx(gi81diVzptXTj-OS{|lZB z4y0Zocr-s7~%(--Svo11VbdUdt#^ZPDABHT{uG z;O^wbcVi+>yg;(6+~plfbxm=o0O|dbB$kDZR$8K6!wdH+l8pKw4Oa?X-HA_2Npb2T zue2~D6h6cAOs;cOl^1u@i7JQkRj*p~DW>rX&OEVu-$ofe!N85U|Gs_U1g86S33EQS z7KjBLTYpO;;BD5ji%UQ=IWv$HtSbcP21ObB@bM-R|9*u-j`|KUHE3G9nf?HreBjb* z%*Chg8wxy(?ZD_g&-`360VWDt%BlWz0ayH$Z;bl>-n&wy(HD9S8{M3iS{;v(Y69Wi z*Y?o2mn}JlRbS3L1;ivBggdcLRO+9H+@5#qsJ`oBlEjJX6r#7n`I}x(FYJNpc5fKw z1FsDIu^7{QU~5D4kYTa?fg*&-{>~1pl8i&>4#L*T!%yn6IG6$C15#Uht$ja6+KA@V z5|aLl!3|m@uFG3Y%e1pz6ewWt*cRLBe;#&W&v&8HcU249-aHmsv0csC-$Ebmm&YJVTE4FFEl;Q2j%;zyEnE*Il2i$; zdo<^?FJJ4Tt{fX*!|3B35bo0EPiQS+m8c3&dfF@!$iHJtyPdfH!7dpCWs^b+DJDX4Pg+okwZA zS*$p17Xn9|_za~U2G!fBtSS`ocbxDk?|wuAz3`Xt1M=N7JeZ+f?#kp%2nljFCR1=? zg)0TL-1S`aBEh8QQ?n3?G8#7c$V*$7i7k%x5Zg_jtG0TVJQ8L{?3CC+mpy9*x5(sD z+LNKCDgUtE6=G_S`}Fe|P)=0R7R6mHfrwOYA)A@3l`$6-gajhX{gj6|i=vQ7BOape% z5ibYzPyFtaFUXHLxtI zRod5~XTnGSCP6_yU8WVtl1VBEhC<55hG*Gf0sRs6&1g~fX<_NjKH>f%gBDD_m+Vr| z7ZEp_zC~IHUev>**QS0A0l5BHF~Y)@u20%RDm43i#u5ApKeD3peR=k)wc7gc<%oeXm-walyNyJp)jF{gC z2!c8}TcLDtJ;Wlq?+S>sOi^kzz+Aoo$@EY)^yfk4e+GNa ze4SDE)GOSmA`No7kure?A-S!_ei}u6%!fa!E*`%RfUPJjY}v%PyXK$3QZR#;hFWy} zJWC@;=^(;mSgwfi>lc>BIIDoyUj267wP5w!a!>fjNP;>`zZXalz@%tz(@%%#XA@OM zBqf~!IZ{`3E@J;^`q7eXq#u5(DoXJ(#9NpV7uj0U)F0`@<9RjG-P@5yfQm3G-K%eg zsNM5`>$*n*FZb+HKe4jx{KaL~I6iN5Kf$wmm3ciqGlj&Vb5}rMaBd>qx=@9cm`rkm z&^JeXl;fEiMKb9q2@6<$n{IJS1XFaP1>*eSK5Zx@wv@@ zUZz;ICuM?$pCbD9*|($}o|x6YhAq=!w5#QA4h7fOg1Z`14zA5Sfuw{7+GoBVBEn8A z>Yt@8zj!^_Vmb1R4Md6f`Oq)PF_S$58FojFqm6}ybA`rVCZB0Ksyv-?2TdGJXYUu4RmvNd&4C{l%VF9ss@swf_^6H z3+6pzQe)u%P?n~l;~NJ(v+9?2D8@W<^|)X8-V%@bt9@yMUo=fv1VA+6BNe-@gA!|I zBEh7)`KAZo_3tsq@*2H_+Ff$wKoSi?fAT7UZeMZOO4PGdX<=C(1;p&#=g2M!Hfh;h z@v_>ocl!W7V{B7YL?xbBg7lq@>{&@oG-_+LvAbn7@vaMHBlW-L%J!-QI-^)&kuowfvbFv0f+H)Gt3CygOf=j<{es!j zkYD?)uRzHYbE3>8lY?69{y?s4Gi*q`*`n`x`e#N%th|tL@A-3;De@m7kwPAfGX-I; zbt6&Iw8eRDr&*p+utFJIRkacn&#Cy~O zfS^W(A%<%4RCXDdvEh&n@t(K=+sgepUmmXsyF+uIPTP*#HRbMLb-Lb`kyClz_A7F! zs(xZtao;w*pcL}o2piO=CmpwFryuApWWOHW8_O5K@Z^ETqDV=V8KUbX6(fJlpAS#; zP%u*v#CsvmDq|Q)rRG`-)eU&!c)?7b&RHcfiE?>LUz@kZGSnRPC7b?9oidWiMZ==^ z3U-FdcYDH10OghhS_^~6PD4pGrn<2CUWN$unurm+@?zXyf3ylN3Bll~AqM5QbXW0x zN0F9cxTuC*%<9)uZ-@m)u}a8z;?E5QR0qZZC%{+%Xi|)ZSZJ*;JxDNOR5GtTK>N!g zS~=Y?|4w>%uUR1{M${KEpOhb?|4I#Qc(#;w9L9H8I*-<-HRe)W=H#*NaCqv)t>LBF z^gfzo4%U}f1d}{Py0I){p6&YY?d&zx94@69>%(pWM^ZW!t4x8t5b>6;?S&b?KlX}! z{npX^^0o-r+)MU-CxG1JFRL-jSTi22J?kD)d+d@{i`Z2^bv01}cCk`>Xk_+&Wd%Je z_c~{|FVAy=FX3+JBL~2gwX_1$Oe*U*71%SOiX^t()WEUYll~Kq;a2RRV8#=&?FJBJ zPr-OQeE=;Tc}rf}5dnf?vv&|}P`Vdm4`HdFneaT51{0HG`rm3zUc=nL)QU=M2J4>O zQ%1I2gw#xx6(MHHDs{3`S=KsGkX(A6t6Me^HT#35Fn*=)dT*_02Kd_MNi`ucu~3y9BsFb zr`Lc4G&EV)VC4Q%k$7Mi))CzcZ~ESFIz^bfinM~zdeRo&%Z^zGLJgYPWX=eTAMO$4b?LW36DHwAIBty_-j9Z!Ky{D$d6uR^^r6AIWrxYN#6 zDs7Ro#8V@UrL=clR*V?Kb&2!~0YuErR6+>Askxn9a2z_Jp6ou5Yzr+fy!L!a1) zwd}hp88<8E>!PktgDf+?U2R2n$1pvaF_*cVL|&e{4Kqq>XF{!x9k*_0bkU%8Kqq5$ zlG*FNq)!#A15}5k3ep>8J(HZj#1k9)xFKB3r_4CA3J%BD6`w+QYS^I}={~GSfGwIJ zDU8%gMi8s)d|zqfGZT5{K&E5xrL)kcsH!h;8YBI zSXsTi1~=D?du?ow$vrxUh3$tZ%_m&qlkBd}e6b{Q@HuPY3 zKrvF}9nz}}$dt?XmJDkbruB;1;5{o=2`summPo#6U*fe3SWsDcNe+|0GS)oIW~i2m z3;LsWyELTOtMXTG(u@w zdZMR59r7)}4a1Ek@fL!&BE*5YpaXg`Ak*o_bkxN#Qz!gZtO^5vN^Y3BP%RvZX$09{ znsdH9L3n>^W6FRkNSx=f-$Dx3HTEaF=_WP;{;c0p{?NQ#$&FsNM)|aiv`Aq(;eye= zPBJ#b+CEJ2#i*2MY#_QEv5XUoHRQ@gV1oE~`gXCu7;`zne6%gWL(DN}1$WC{J%r5R z&fL!j(j2!Z+s&`(9C{$hn5nwkl41&F5T3A1g6Y9p&tM(9cP2U~&-tOG85iX( ziL$d!fXlgOFKb2SW>lQXq1N-_z&au)v#tA9d+EX?W<(kw8AWh z!-k&kQ2&UpeULKqgq%<|D=|hmT@cH~z*UFZRReM)t9ozn!ikMUIx88X);5!t?i|c%<~@#*BO z!QyV1@Ih9k#MnAjkO(QKI6}@63nN7^nHp>o(;c$QS26b9+_2Ck6+g+MJ)JrLYKc~j z0%5eVsf`UQnTNWG*0`tSta=F@%#tC5$o^pO$3Zo3H^;Kfwrs5sG9_Md^<*n6{;tj> z0re|VlV%8ol#V>g_gmt&2xjkuAIxaM5DOcOmdWg;aEo`f-~x#9mhRK7NkL-gg^Bi&TtM@_ShS^ zdiAQecxNom4)OPvN2{=%=<2xwEADLCb(s!UQ`Q*@+jnMe=xqvyNxj?P7LJl(-?t?0 zyukskNFY&wGZ+Tb6**tqgV|VeZ2}uHNaDqoBmVWY4B{rj_eED?!R(=u*>}&m97Gf6 zlMlVAm2AG2`oVJb%7mtVF1J&2m*nKoK*#t5h28w@XABEV&&hTo}9gR z1hkhpxkwtN(sTI*_W&Ka_jv=5B0!Dn&{xLc*8 z>W>IV{lo^0)Q4f&BsI1)qGk`Hxh9w1LL0W+heiiY+`X%vkjPN?7$5sw%yRR#`4b{( zgYTOMJ4cM-G0ip(Tv)Sp;Xc)IRv(pe9A#>5ZLu@)GPg2T&Ey!FRk%lh-$$IG-RD!he{m zILm@eW5?n$UB4}@tKvZu-n-x{w=|p48RlC5T-pYc2#}{H2U~qn!r3fA`5Lc1R7Y17 zEq>bLCG*g+f669M^k9L@Hy9gA9Q#x0k9$&m1>|JSG)GRn8|y&dRQ#0Xmey#Sm-Bqj zLrST$)@*no7qKS|3tC|UiuEIl9o1bf*^I=|f+Y`4M4ePxpHq5 zKkEeI8dbB#r7C;g{Z zT$5AGP-hX;b!TI+EBx~nqxqRYhuTlv8O}6};d8YI(MovlEFMZ(=nW~5R)9Mxyt&h_ zbN5|7)ffWMhz+mB8jSl8had}uC=xvM1S|GS;9lHwk~<&$IRYui#pGlfPNPdd?uAmI zbFAEUtS?R@ki^N;USE=p6%31(S*(rK);>&!okNE@)U`=jTd2`Gmla2wdseQd;#N`0XL87JF%T1khKN*; zBXX|6)jdwgxFG9wghYDd-HGdf-7lA5?0P72V~k2yNKX2B^-ASz-v+#fsJ@_ul+Kf= z07Cx$!LBb=>1wuU*#_@c>g!ukzwt^#q?QyuHUK;C3tjIytp=1OmeLjZQ7p?!US{*1 zU&Mf^^k8wGKfIr=GNlPfgd@~)s~tKSn7suG2`2~jB7u^Zcgec1m7S=#@A0yt#Au8A zN1-}d#3mB@q;y@w+UBT|jScxa3?0C+?x)Yh?E!JMnX9PVNsk)%>4+_8pbHB}W0QEA z>F;5%+EUZLt8U3$QuITnmc0BQYI)eiR&kD$9Py4iZghHm9O2X!#*-8_nYZiG;P~nH z6Yb)!Bx&nRcIA!%^f;YSwxW#c`;ps9Rf>!_REw8gSLBoJ z*bNTGqNwP-Iu45#BM>%?^~y_+zxKoSRlcs9nrNq)%0P|3;}KXarDuHnR4lB=HazO@ zIdCxc^o!lTO^K+uNjbe$+>pZ_`<_$yo=7E)_YFTOd^*`WH!pG2Ecu{6CIS@Hy`cFp z8ar%LP*ip`9Ff7hy#v?Z0qa!Js@5edc~^h^(|8}B{;Kb zXh_#<*!?Z!@wlppY;LfLop)vAD%}*D6;lL_t2wUKbQb`KZO7I5PdW?7f6`f4Ia&W( zU|}KRVB-G2X~6$iXW?XG<@(<#!2gNP;sK$GYP-XkJ0A-}Dlu|;on)^lf@RVR&VdCc z!5JLN7EDC^%T*>aREATk6l9*5i1=0>`0kbW?B5N{0rK)%bbR5j06lV9iLw*R3Zh8+ zLCPZoi@?Q0h3Wz9eyGv_Xfg_L(8we}kU3Kd?gJzJk6F;DhhXB}`tOPA@X%l-tXv+f zFsB8{UJ#ybdjK+X;IBWGzf$O+!I2<>OuvqP35|m;_6aaa26iI}L4ibgCjyp`2>hio z8em~mjtnFLh@qH7B&4L|HJcJl2v;zw38Y+YrEXUAZG4NlB8VM#A1rWFw*Mr|@uMho`Zxss81&r4a?~4uL zpTLU+)|>JAl{XC=9O_lj8QN)R-$RM^l?&Nm3g23U)4zoeBk7g+ajk$K9xB45^NjlC zQdR93%E-4{(|`(hefr=7F6n@1(<3q#WbgOJ63QE<-eX}Llf(0OvvpA~7Q)}&+^w%J zv5a&IICwX<;6fsX0O2FXu2+ZPw!U3O(ooFH=MYdNG?1XLiEtzILG*h|PotZc5%8ge z<9u@VU8K+h2lq%BDbQXivekHSmmw@^P$Z(@!a`ECPpCeC5iu8N*bflHVOUTu;smlD zpo%UeQH)obKkfHu22Veg!64x)VHnZ26j``=Kw#k6zQG-#yl9~%Rj8>w4oG6OuPWx6 zyLyrHhK8e^m=Q{=`D=^@lOe+E^m}j)Q*H|nr7y&*3VGKz|Ixk%d>-nN*K$SRRT^af zNLAUeLjZ*SI(c?XO&574ei0CxeqFr`*e&ZTIs4O#|7M(ZmShsW1)@U~Dg$^%FK4eR z<#PP41gp2B*UW^*-(}vZPhTeMt;Io{VMySBs($xFb2ou^XjDEBrBilL(l4;&#r4i5 ziO1m~T#Yg_pUjd{xRR^aT8-`2cRZl1|L0;wa%A#Y)GfpHkH=Xqjlgq>aD;)My%+oF zhl5CX@{#v$Sk{f4zrX$f(tVA>=a_xV zu!>LvDCRw{a1Rq z83@)=5ZdY3gOKsa-pZjz^Eu+i4d2u~6Ck#$PgKKlxFZoq&?Q1T2;X6#N~ytsr{50n z?%g@`WonLcNEuP^+JVk^hQywrFD(>Bo9QZu*m+mp1yQLM#gxgP zR{*7BxcU}a#(t?I{uP`BD?-D#C*RYh_`jvLmu^2FW*)~^q@Tfm_kTVteHoL%Nl6MBpa`~JyhgNeBDvF0jIBLtnIn-22QGOL}6gjeVrb2PT zNJcJy0hWSj1uhI;7CT zKvfgopUU~1QmKBi?`nSkL`?ZYT%4Pc44*@rRB7o)kdl>?3>;6$liSp0wG%&sMal`9 zU8a3b_vD_Yyl=d20*imSSzT_kHVETyID$!)+M%6BnfmxrnoZf*W1W#7X(U^Q0m6w2 z53T|P^#VTUKA4NTfhu>0<9xfq{~BGr2vu7~DF#}1yQy{b4WHSE%AEv$V9m_Is&C2F zGtYjUW{Arda)-Z_Qr8+{xXV78r^ncJ*wpha-;1ips*&`&&B}0xkBvIH<>sB#{B|h~ zR0)E8{Ltq3e-J_e!&=t*ppJv<`s??DGoG{@Fhuu%Dy@NOw<-Lgv6nk-W|kTH)y#XO zUfz`v7SwpUDc+gdPl{DCXwt@F+tM>5SmBP>JqM@v;JEXf*p{QTy2R0HI=^z_!g&9I zzPW7Ki7e$9$Tqd2NOjgp=mX|}(*uDU*QLh)$e; z6Yc?Z>XiHk;X$lDj?`al`(%$q${uJJy31cEn-uU;w!|bNuY%k1w_r?+{-WbLj3{nl ztf)D;Yf}6hxxYmY;=qJ1Ixy!dS2n%oR{x{Ix9sO}F!xd=EgA=5jpwy1^$7J<;cB1$gCSedSH9~HO(V9s@gNvV1||8f-Zu({PthYv zCJ&A79oPAb#Xi|43EAwQj|@)TY1{642Bl;>It!d7RBTCP+7Ij7UW(iQeyeOr%WSW< z_x(sJZIYHzP@vUTb+CpR2k3vf^)^R$T7hTUiy@dwH3~$cpk`h<0wrr`%{Q~Wmkl#~ zgvB)$#+>t~-fUhrZ3Xmye|q&G<}Jkc7R*p!N)PT|Iz52*b*h4IyLJe)sIzfRO*E|A z?Qd(2+l}-X=FLK=Z72CoaO>&T6QrwJ9hNWhUp_AbDJ1yHQzZz#Pv-CX45LbevoI)k z1Br{Y)|{#@5|i!kZN;GCKD>sQcfv z=-0&2J#ixZI{{GmYiViejtaOT6-VngpP>QO!+QRFwfCq0%(8L6#t4XFI?eHK=Z>wQR)J&PbjuI5)bXaicIJp~U>ScLjIR3jnf}Q>&+X6}g8X#HJH-8*G#K!ml-iqt;}oFTSDrwU1*$tLeL&{x*M@ooxQl|fUFm%+gu4tQ^8gMZ^ObX4;}h(b z(yu9}={VvGGkfU=Q)R^jt>Ie4caP!+&tAUIdZ4(v8iZ%!!}XGJ09jTk(#h zPY=PGYFk;2C0Qx2q>yCZQCu$k*p$DK5uU?irE*XKzR99b8~paboyHv-WCNl-nwYbxfkKtotc-K~!T}r+2*1v+s>Z4GYsDC}lw`d+M-B z7Jo@@61?h`0Bc_+ak;e4Em$@6jmg79uH=TB&`b2WuHXKw)lIM0(rF&2<&{@A=PjjT4c>dPIo>k4lIwwy;)2omh}NN zZs5GQx6rt}T#h`z31$HC5+6#=+*PgNA9fyL;HX_zyj}^Y`WjVpS=ztHm4+fD^3LY0 z)qFhhy9>y-qxII%VL%{wmY{UdSFRz^zg8OM~sW`%ioA)|Kw*cT(nJ$ev*Cldd#`mk3H@W{jQoDs} z*c*PN2!2-ZhVS;*j9LfLr#m~>?L>0U zgY%#U8239G%4&tu6D*_%3bi2pwj4CWLrI$x9hPRTc>b~`|cCMn{)1*rt3a($7erJO*%LDgKEfh>Or+u>XY8`toe(VrfuuL zPY=(%aPj`cSP!@Cj~~hV*WAQPRdU@WgXOtL-s9h6qKF~S&W?BIRVb%=EUoU`h5UtJ zkoCXuFHH|)Mt&4R(5*Dx;^C;E>~|QmF_-o0M?Fp#D8H_yUcIhIDxdL+s&(oz5Q84F zpZHb`8&UYIx5&_%Z_#W*E?GV@ddX=_%Mx)Zpj`k|+4JU5&h+2p<-Y`>TVn7hxwSaJ z0_&R8Zd^UJ$6EeA(IFN$kVa5QXZ~SYQkhx-jnR%&-sKNxfDMLPh^FpoR`M9#J{bO3 zM7#~6ikjDP?!>47`0YrXyQl|8I*c}+ZTaQJf3`AhT3ZCr3yGi-Pb4F%ZrJN>GcHB2 zQv(qd#0J|gZdm%F?A{l<20{c$+%2(*y#Mg?^}PdjcD zUAfJloznaXvn_mvcO83{ge+y<6nQuRG2f-90kZCOf`turD=bry& z!WN>c&zn}*5bC31LqfUu(|_TrjzEB}n%w+el+~Q#qt~9gvP+g^xm~<@b=^y%v;k5M zCa_`ojz+y&$s*@(5_JMa?Hq{a{o@-=gX2gb>=J3k=wBnQ8zD&x1E}v3sv#QYCfj?7 z$2=lj^;&}s@Z^!j+2lx=%bM3j=8A=-xDHd*uYMhIOj={{iulu{=ocQZ>vKa~e&F$8 zHAA`TtGWB~s;f^e+|>4}-{s9uKF!T1fmhWFZ<+VAEejSk7V|rxz!5y(%2vN0_EI{f zs6!S0&E%;Fb1=6^@a7!9 zF;FQLJxWAwj`w_ZZ=Q~E!hzJioFM)Y2NzCq&Q7J%-D0@ zw_*cSL+yxiL23fjIf|HCMC)kNI_%Ru>$551iIM^WiW~89I4BC%JoMxWNsHYlx*@X} z$Nsupur)54J)d*KRnAh3LlD6YerH5K^-FLM+szXFx+>)_a}^lI`g&@|s6vPaYgT;( z;VMc?kDZ>99a&>}eK$X73%b%17SFe!E1c-Gd{L>MV-F%FbBY@Z^pixL@a1u z*glDl1|8Rk0tu+-8Gq8X;>J?5G$1-ZlsxM$Cd^S}NuSoMqI;XKhP~)*mN>YNzp z^O(rW9iVHNH~TsAS^cp^%M_Q#D<)s+Ep^3AD4P`%?$gYt^4# zG<#B+cKm!Ld~fP6gT#3y`(D$Rk1sJkC;GuQG%S3(!dMy2x|N4^3#YNkxe~7L4O-dF z3l5>D6EFLd9*TeX2UxY%2BUn;dGa4bJLSprXU2!{fj+F&zzvA`Npl{N!?Nuq_#!v6 zr(%3>V3<&}FrErnTXbz@RUL4;T!}G_s`Be36lN%N{k}hCRoNO3AH!XG2PcT$8FkYm-slr=qGPNW6Y}4fhr~OZhYp#+iSDKR7w*FFF3ml5IGo3@#~4kkBdjr#|af3<#W zfAgTLyY@3gx|kTykXEtqKOOtMsUtZrY|pKX9X3nQe?!Y~t8ovKZtaH*Fx=%JV9?&E z8ZV*jBu;9}hf8`V{PMTLdB9c zQk&C+PUJ_kw7%kVjyi{xB|CA&Ke6Vj(;^__MV>}GD&b2~7Vcjww?8^N7)JK?>;KX| z=8CFTYulC8F@0!MQDxTPJT9CMnm$P{6I?(FK04^t{X`bb$eO&G)*`vrk_6>{^auoyZutjG?J?6lu&$k37ep~}`dKN+6VG_d zPhj*ukZD{jX<|0U3i27}{)=X9>l7b%Q4%aZ`aef_j_DLO5~m^!^oGFz}e46RI9Go~mqU{4Cz$5p4a25n!^oVjm5lQr7+z8Ar!PDK)b6T| zHGKM!3BQOoHfkZiS;Vx8&He;WXR4C?zabyB(YIZB{Z8sCxKOxXZc+ z6m*?Kx-LapCh>GAhecSC~9Du5+DjoF6fgEYGAbh9nS(`g5Gg%BI04vHp{<-3dKjR0=>bCAOV4o^N zSURtZL$bIXacuw-7^5W3L^u6XaOU_V38`VX%7VHxh`Eu{yAc=R*W#&DjK^2yd;NUr+kVee5gMfquq#8LSExTx^;$ z<2J4~Vz0usEBlkqc&xMu=NC!SYLijjluu?}^p<|*1Bb@tU`EN{6C zMVghs_r~$D*=zg-{Mjvim*I7&B&;AN%yYHRO&%?VSB8F=qPF87cdrSWZkKvOa*Gy~ zDe>NgRbTjZR%yx4&?PecI1>Dn(V2vJL|XFsNE zJe#jlyt^Sqc~QbL3eZjoVAuGk@{P46D48-1RUsbNjS2x8nqG+~%GOCu86SUJyUVqZ zbD>(T(5-H!+fmS(oUO2ANbMUGLmQOvtD;V=2;Q=)w1nRt*b&sPm->T@$B8^R3r*1R zw#*YU2SJJ^J(^Us{I|K(2$fV$hlp1=fE&*)T-dlejh;Ebc=m26Xs+oT1ti&2UIoi<_|x@zod%M4w}YPK!Ii z!seEXJn=JMw|}S)Un@C#T)qc$3N}KAZO?=sqYuvi8GKMha)6W4=p~VE)oXq$;X&85 z1Q){a7>j`>okOeRV(kD+nO_mFrkQ6O;zQ=0>Yfn(QSQmA6n}m9#80qp6g7}OB?PPo_XywhRh#K2YLWg58iCVN!qTHiW zP)j;}Omnmx>CsjX^)!YGk&~sJ8c3h9s1P=`qzr6R#b}~C4%PQ<9U{`P*JcMV6}z={ za`J8K%1M#qE0az0tam2F?9nm&37dY%=AcZ~3hO=P&2oRy!8GspxOI z?*BWs{*U^xu(AI)1N{G}A2av=ocg&!s4m*9Fy_t^Q-jU(OOeiRQO|?HF)>Z{PR`QL z!;>T_&r8XKkkFG8OGN|*22$zW#d>eMbl-1xEO*%~zs)rG04=`#5uqx&69a?6HW4ae zA_~C+gZt+J4rSkzlG+APZ;h zc^t8X7EoaT+hBm9;vkgy{(bRSBeCIytRW7bpJ3$ zMB{Y^xz}z63?L&dee;a~Mb#RFjO2p^R{$o$9kMlxekH6Jh`dPvD)IV73-Rn{fi|wE zEj7Bap@Vc7juuLqLvV8g)=5ld5lD>nL&7r%AJ8)laT>hY+XID4whzGK6-@|OlyH*0i{yOMIe7Ud&2np}*oP9-or9y+g zR~2@e_S6!h8HG?^}MNs6ZJlw>O7;rb*XD$ zZQ>q(pIkx*adUm)^z|+1jeBYzgTfEEFa`}_M*l!XARV1TDO4~)0e z&D9nBkBt|d*lWSr9sFwqN3nPSLMT`8T!7e@R01YeponKM*ynf4-VO>f60~FBY7xNQ zkP0)ef2gzW}6RmAFLKh0t^uv>Fe?R-85`C4Ga(R@pI(!**VNL)s0X<_2`}d zW`{ytycMz6U^kCTNJ#7_762^`2~w&6G3a~xH)8O|QrL}P9S)Num(aOF!>P`j!hn8& zUH&_x@eSZBR~9o)f)1*Y$)_}V`ui0cH$ds_j@b8oD%JAWBhaC zBS2Hw9_cU8z@1H>U&-?FqIV81@U!JY^oFqgJP@BK&;HwPNhoL*Pce{N_`6#SS{Z#G z%zZYZ;4=4H=qP^s5VNlU2}_eOF7(4&5dbP=wD(@@Gr1yHJtc?Qp0yf9y3V8pJU=or-f|M*21)Sc3g2Xw3&(-)vMFK+c z_VRuitna`mQ3oQu<-X}iU}A`P4FpVlm)im(g$lf$aj{REzev9+xUnw5nkln#!#5`Q zoXULW{nd+lPw8u!X?Vx#Zg05b1Hb8h58MZ%3C5Q4yx+3yixJ!1;J@};pkJH3a;MpR z*U-biBvzF{+NFbNaEyf?;M$4h3(P*nqWh`+1)5QqqA;cHz_mU>Gr_wJ+4uPtjU}G! zQA?K_2)P|^6&F{LBRQa0U~97sB|4Rn3jHhzs{MwccxJOS6{kL!_I(3+2wB_OQ;n;O@btGlrAm=MeXNJvT z<|VybR|2jy;LjD7mYWYusJ+v>-6>8UadUvCi*t;$%fiABBNdy$VfvQx($>`4lHJH- zJUUB;cgv3i%R14!i((=BhXNG0KOFoK@&}JIyb1d(*;c@Z1ySdD+^h;vr4#}94+r*6 zHk0c|zW&iIKLew%=a5rncO%BXor&Zj$Fgy6IG{8|@>KkjSIL!(e*`^WA0&7~ZY95^ zI_EMWG3V_g>#7_nsJL>G8HK*#n|*Mqs=El}?ki}*5|a)Nw1;pOx@Wd*`G%**hD?@a z&`bq1XHHw;1>Z|Jh5Vl@8u%#I~2Dm}l`N}=- zuNzy++&>X$$(9rJp309ymW#-s!G7WS-l1i#EH*Ual#GL=B6PZ__&IFFP+_NsYK>gL zb)<;OJr}r?Jac@DIYlTYTt%F!G*{}`%IV&b@hAEuxkw}N3FQQ)hOe8vKO#s*K9(iy z?-7!)lERI-gar))=JO5Sq{iEi5Pxv{S^mwmO242c&yCERoqXdB!Wqm+YZ84E^mc*R z8$EBrvszf=%{{AGy7nZOT`ET~d)1qDOb}!cEb;_JXpNhf#ms8lK&&W>b^_1TB}3$R%0H!zJr}PMSGy#>dzl3>w4a@Drx57MyR}$rMWOcPS{C^ z=YbY!HI4tq;N*?s$2n**18!2$F;K-`c(A&BRQy?B1J+UM%9>}y{b=h6Cw3GqP3yHW z@}YEx`RuW=f+Gl{Ex2FlCqUSj0&ZZOA|gOV!cBN?fAQ0Pi>N%!_3WW&B_n4?UFIaP zMNVIh%=EmE3_AdeXUmVGX!FbV7xOb%n-oh6g~95qQSYTEW{|eK_1N-A*JaHjZMCwC z+k(+zgy9Y-WYmRnAqcgAKS+nqHoY=p@-$g3sEfJ#F~}b@AA?VUYK&$k_MQ)J7Oi2! zeIL6^|62@pm$e+E&#hw`IkCnESSepntt^z+urzcB8Aez~4=fhck#1Fow%?AYafS+a z7(Uw8(j12fvE$L+;9%YuZM>S7h*!dT9gbRs;T;$Hf+EJ^2e!Wb)Eh0f*R`y>ncBV` zgR*LzJ=6S4<=tYM-h?MDrQkl!mm7;_0CIPw6t#T}O(a^)X$j^Zu#K#kV6ymCH*ubk|2a6HW}QaQ;2mT=-y z6qIeROEDkWwEbEe`{=c6u?+eT(b$MOf|68@JToau}yk&;V0O>8K!q<_El_p7z~2j z3dupm?#s)i3?HH-ZlCBAn{73lwTcY~eU1mn*P*w;$R270cUkz-Ax>T;_E<0P-+z9e z6k$6FAO1d9{}{}S*tV?&DJ?>~6X!nwMT7XsV1SOd@<-nzOMeajXa!YS#u(dRns>2nHnQG6ySYWc z0BQxF)OfP1Wb(DIWC#_R%ei0dSTouO(Pt^@X1dG%xDZ}dc;nr#L5Us182V~d2odxE zjFA(w_$(HNH2DQz>8LB6^ZG(r!~c8c?KHlZ`QDi4F?A?CT= zw_-Ex_?qwYt6Q}C+?zc7k?o~W`Q!{Pd55DBpRX7E0+Oe5?Fuq1eqSYG8cmlt{IgOY zAO|49$08BT^N2+4^>nswqDlH(#%ajas-0|&y&_Eu;#4ApF&it^A)Uzgs@09%yGiez zKRvHNp9=Ul`ho3S41HZ{3)6CL*#!r_EN;s}Lko!mCtDaTxVRt`B_zx(`27coP+gQI zOO|0g4JzNZh>&`T9b)>{!l|xR*Oft_v0&!!`hz3!@$=mg{;ZBi2nDY<)5mP9e-$ka zPgPM;ti1(#`yle~jaiYU4XZZkoy^=ZSQBLVCK*rG{(Xb@7bh)tET{`hpfhpy4bJjC znCpM<`66zrJ-#qa^41RU3Rxw;#+=%(yRS)&3Klb2u$)m}pm~=W?u@?& z!4&;0oKQ~DlJJ=C0f`rXFlYRRk-Thm{;YC$TdAb0D9a#nvXCbNRk3+Y%6uvwIdCh2 zv(;x9fL+s_M>?ApPN6B0GyI!Z2G|nt8>M@7E3vM>d~O0a$JW2cw7XSEYriudUD|cp zRUt_Y#WwSYc+%@#-McTl&*f)%ux|G`TN&MUvq%a@whWb`mufgvtB4clWQKNHz3Z4$ zUleur7~_mpUrrE;am|IA9Y`FS`qK}4-xSYidFyVcn8l6GM(~NP_mU;q_Nt)A4~6D; zaebG%k^-{i(IjkewQWNQ$g>x-F!e{|-99Dtw;WM688SgqU_RJ~9#Ft@_CO%t5mGZ7 zjnSr{AIz1K0p7ezE-j7eo7g0kg+^-f`4(@U*KE?(%?{Hox%H10W7ntnycr$bG2B?f zohC8xBOLG!tI_V}pWz=U6s;A&gp&kp+Zgy(mOGhLb|?LvMzhZjc1k)+-O7AwvK37; zQATP!i!MV?#L_#eDDp%wxnjC=eS9=Vt;p4QBF$pZGCV{v!{XB;81ghm66)vHTj#lP zuP<9lnEuM6Ju!W+G}qszS87p85{*`HpjU><0h6f8Xeb+8PLGKE!-fmBuX7ED7m$-j zhEh%P`SKdJ5byTJfJ;K*uzHUBedP`oMxl%4F0B=vrBWXL*1$#Ui=K3kGe2PJ=~!bm zEw>;c)$y0jgRC#%$l~C)B;CvCyTkc?mPVf2Me}GC(pe`~Ym;RCl-m7vi4xI52I`31 z*!+ZF>T9KLWgX9ed6s@i=)T0Pim=D&Q-|1`#sSr9MOAuUCPa2~d|Ig`)cQ8CBM}-)b^nxPBU--GsW^DfMbRNZH=(T2(wDR%_H1Ga@JBqt1?gORF5_>cj zyFJ@!4YPj{Gi9# z_D6S$?0ocqVhuCs*yE`9%2HT8uoBGSRKIfv_5oy6CgU3#uIO^ces#L3K0y5=)oq>p zFP}a`LUPvTbmgg6!w8%h`O~(YEls{@%f;N_y{yY^{1A;K3dExfuJ63|m64b9)8aM3Q_l!8{D z?4#7CwgCd6B?hn&KB8$E2OZn26tndf{8x`FEd$NkV~$pzq70m>1C~tH3@3p_0~fXx z=N;$8hiHN?TfYddiXhsm?l{0jLF6FPED=i*7Krz}{Kh{g^!rzmD^GtX_xI^~4z;cG zCiP}v_Ny4HXS_^ zr>65WX1tchF9AUZXWz#w1xnKf4+{dnh#4uy5Uyn16pS+wsB#|z@9Q~y8@JW86*#YM z+1^}SC_~s>Qy+cL5LLz7wyVGn#pQ(FkqBw@!HShO`V1$HJ%)S|()uDx*;dcK@M&C7 z)7xN=oHALn{oGqu{r-0WwRH{3q}betH(kdDJfZFRAx~7!g`5inPM_*xKN9XXlg@yj z31m7^Yc%%oOjDj;4Zpe&7_WPSsfU=Y{9GNppVz`VA)MFINncbK)f%pZ^iNY0^!$=DmTZM3iaK zauyNVh@k42&7w7k(F7*ld%No?(4KlC}|)ngLo=5l1l8$9KofM3=p??aK!&9ex1 zm|I7DMoug_Ao|EWe_X3xEF3yq=oOr$V`HFIVWgY(psIC(SCse<+S_7obMBfm4pAjC zos>s*`wI`kEp}{3Acsectrl<>E*lzxF^Tcp20v?cB$+dEGjj3YZ6`ZN1ZC?!|F*fc zxkz>}PSmm5KC`w_->i>Q>gMq)MoB~6(ZHLhG1w>`lOZc^6fz(uGH5=XA@cJmC=okj z;2@>F6ChM1hsAe3D~z(@;$TWa?@YVTOpH^_5W?5v=VXWf`U|%g=HC0( zNA=C|G@_Mm$4S1FA`UWW1V{`=vNCFb(@vUMTMj#uzrj)oU99Gsb+>I*u~>GK4)5<0 zP40Td*W{RKj|nt>tokOo^10IhUL@*9WXzK*o!H|Cxz6R~E<6n_E{!eUrwavvO7qbY z>c0FJ!gY2infopK6MicEIHF@t*!G})0(TLb$@f6iL{tn1F{bsR9|x|PD5>UGdHg4| zp|+4MX6QHY!?|jceN=p48qWHIT|B=wJc6241pUfCwB2VRdDDrQyqnE}FtJ<|?B&XB zk%&2*6mz|IMxUFCbH@rGo*2Y>8fHGKx?2rIl9jeY-_mF4r7oQ%6K@h{Dgwz4k_rAz z^cI2LJ2gN8Gs}-`0eM+N`KkVBoY5Wlt6xZ>u_368f9X)MwQzS9bDF>TtSQ-`I|>U| zLewS1?H*Rqtxn-pRs1v$Uk_p2ozT@23e!fRH(vf^gTPj*<8UpoDqwMRz-G<*a|}yUr{i&u1-2JA z_~+99(s=9y%tE-q5v}P=XsVgc^zGL5Pn8U=d8?Qy87$S2(>@t)-F;51{{s0r6pUMP zYKA-~-0V>95uMgpU(x8G>WSX6HJ*Xd83~JV^$KN^^J=i!bFq3naGMOAu5Zq;)XxGQ zJ>iPN1;2FsIE#=NJq~s3MtqTEIKspC1FKj_XVuw)j*rF6V&^V&NIEB2NpK6RPVN>g z-su%o+mQ=Ex9$j(G(t;opM>~rlv>M`$#DXQtoksY1cUmBh*Nf~?B$Ky?yub0=~+$X zCcAm22RHdEhSkwQQ;k;^4g`*EW85k^8CwNdqi?>va-fEMRGW#{_k;Z=wgd${^bUlV zX#imxiXn_(A|^%~hd;u)Y*eHBq&0R$$F!Fttf$+xb;PLLR}(`IJ9{=u9F@6lZNFm# zhn)1M&b~3N=J0$<^MD_NT1&0_k#Ej zxF?N04GwSL0ho>-O99B+0i*iD}h3)1w zF60$CrI&3uq(h5r3}2wY+`!O>L32=Ch!Tc%Ja3gRmzKmlRj{4`p98u|8_iL>+fjPK zd76Ksks7*R?XLOemEhAVHyGBY2|@BlP6tq){isQULk37cfPdz@f(YUIp!K`Y@hybm zGrOQHSO;CFiLrpirmi&lF{?fL;O(pTOr6Ftf_JUeYF=E}m>N<=!j?Ml_is|2PnGNb z`)JFA2JlhwtCC4vmp3i3ImNw^m@FIKF$EBmjjcW%UJg~O6#fht!8e0wBEnH1u|OMz zWBmX}i3BOOky?X;En}I<$U1&wiW~mGy=M7J$WYk3h#0WhDXNrUC0d5Q2Pf~ti?3ef zb?xU>YTj6^Qj=ANsuqI=MXB}X7Fcqfn%6>WQ5*yKG`D8D#SgWl*X>GQ(~J+QXZUcz zhAr!lTZ+m&Zi{+{qcg_^K3TwLIZAroR?}m~F>xxdkJrLumTQU>oj4Jmw2oBBY8)20 z0jk4n_hnlPD$Y{Yz$<+VgRkF9C#6m<@{#wv^VXTIVXvL#%kx>+SyIppZY}gjY>-k$# z;)uW6B}c7=pgz_Do*nsO!R~4?A0jY+#jo_u+3t7rxkErDeDe)-_Vm`A^Pqm@xL=G` z4@noZLo>?m@rZuP#r#_Pg;=N|-PUdlnR^K$TIH*&T|VZAaZURB+`+1^#1ufB9C)SL z0UD^>tt9KcU=gf84ky`kw|H$i5V}4^r)niO=+kR?{4RA7yW(=#AIalE@gDP;E;Tt{ znfZ!k9FaAw%EV*feg5R~qRYgY=14j9y1fqO>EI(m2G0BXuQ&AUg;ecfjS6L`ivyRy zt_Pmq%xixs$NnNMP*(3G_^Cb^ESB?#Ls3zn9a~l#iKs>u7S-!&4zRY^6cJ(x%2a#a){Yec%15l55?hLd7w3 z7cfD**lO-E{3zG0)V9Wu86Xnh=5;nazo|c)a<*a#VVu`vr!X&bTKl!mAvK~s4UPG` zZHs_`n%vZ)bgX&-U6Oh4fofi$hcQ>UA%du2*}KG6HL$<+vJRb!^SUEas1PZwyPb^i zbc^I6#heYV_=cRWL*B8g1?}MqwF4t^F~tt;f!QRKjgdPg@8#|$0KfqN)%p)ql9lN{ zQArLKmjC9EEJWPgY|Q`t_Wx2zW@aWP&i_4(_&-Q%w?HW3u46FhM)3|sLwb04Q0Z?* zfkPva2?y)cVU)IZsOU!f1npm|!wkVfL=6=2pKSYFe|~2^Q?QPGrPVa`G+Bs9K59qH zjiXp2Bt?iA+Uj2B^aHTfVSp6fD-c~i0E52~1Bj8lJb;t3boRg6+Wi2n0^C)Uf^h`JU=bk(OIH>} zNd=4ACiqM0iJmxs1S|z0Js|;bLFf^f0yc_m3la)Y4PwGg7*LUbE#Mb|wFZIg*;BugNu-yKvtNZ*stJ!Obs z7#PT%G7ex@B_P1##CQ+RJ+!U1Bk(G~WAv7Hav|Y}D2+uC3JMAQ_`kZ^TL0D6wmQ$l z3#eW~0CkJ-{B~;w6{V~4Z!tVOA1wp};cW{>Gy87#L@E4~G=~ocdEw&bh6rs1A)*9~ z4)li~csSZANX`~Y2mqwhl>1H~Tmb=Jek}g`Y2;|ez*oY1!Ssp3 z-$j+bje74&_W~;Z6c-Wz95@Jw0l1uml!4L75rjlHt~Z}Rs+yqPo{HU%_!^Qy7#O6t ziq%r;&kDnq9*6u};E*BchX)<|DXNJuVE7y91D=wwbZ7x{<(qZtyY=I{?%gBh8@BJe zg}_V0=Uq^Hc<1~(9^(|y{QRNwJ*c6viu$ZpsDKN2HBjN7HMl5;sR!@i`KVDxhV)$r zq5jqM*%JZno(Sa=NM{gYguxM@bi~*;4TNZb5*4Z`WZ2z7gb9p|PQDLtRnRdrdVa8M z<-5I&hk0mZ`_5HHFa~M*=+fKt{Qwj+u+E}hokis%5%y+ZSi#c^69izv?HWc187VLX zmi~8E`udROuNUsfC33j}ZdTS5dBfUw(xypvoEvG`Rs8zAlJ6(Ea;_hoY50fsOU zAjANGIweei>NWaAd^vQu&$skd7+siy1b>YfN{0JDqypb{d_g?)mU)V|egVOYQ*aIb zA{AUwfjkN5Ep=r04pbnh{r3d9_0{{GRU1~(aKG?=X91Qs{LT1r!VLDWQI265?V<>q zXt=Sy+gxEyt?bc!#aw6AZr6oI!2uLMabLluI}|G^kLh(gF;I>a<>#W+agM=El1+Ku zhMIaD1?udxYdiQ||1@EzY|)v+pnw*P$HbFbdQ2`#s4e%a)GJ%wED;~a3KnLFZY zgE8)!9_Vles@(j&VALV-;%up^QyHp>@z>xO!YD?4r6}+WXISBLNz1_bF)R_+ALFwh z#P4!zgTv|bk*G|a1~K)_6jeIA;TXdE=Dlpwq?^4_d_jICD{Acg0=t3MMnPH z3z*cOIs;2E^*bzOEu(Ub)|TtCWAjYSa0*&V#UXZM)EH`|B}Yt%3GB?G)8UrASnj1{ zdhr}wt*QjsvlfSd7wOeLBK5&~gK^8AcEhxuys)fYvbPeT<_mAGp7DNK-tCA9sbKFO zl=L1y7hJT8CT=FOF{M+H?(HG=97Ps!>2A+5K@k=%;vY@AP%d;w zGAV|1V%e;-1JWFTf9|O#Z0EC%iqs+kw{gSXulJi+ioZ6e#ya%Ac#~|5nYUWU}_(q_e3~GZbCQURK>I7ZaR*-p-lVf*wGL= zMADpwk64$o3_l)DdfD&g&6F|kK-6L1)Kk~18_;PJjPZQXrgL$w*-IR5a2iK>xl&tC z{+Mn@OEWNei}d5^b2upI->o^UT|_wFna_K!#tAm}fHRLoU-(^6Q?WVDN#0L$n`ALs zjpek0^t-6BuxTFK{L~KuX;MCh%6QKm>I*^*!(mSk#<%npz2Q=FV@M$M<($BxLw?C$ z+4AkQBiT-ALJ4CswLV1A7j2x}@O|<0SSH!ul_jp24$IGVhT|Uc@!u-?1_*U%GK)6K zc>YaYqps(UAPvjSsh%rZ?2W!vCVpf2le=dE%TS0zM{wqD2lKbeJ0&Qdciyq)jHhv;MZ9k=WOT3Q>zrYYP z#q32p%(*h>RgGnTj&x(((x<-z3;qaSe91A2(JZHitHpt@BvY_(a1}~u?6is~+J^k5 z+;2T_ErO-@YCQ6|>+@oVkBhV_bXKajt)y-s+{!31?<+$fk?pJ|48-_fjGe=lDAATh zlQ(VKwr$(CZQHhO+qQYrwrxA>j%vJ7jn}9@IE@%5cI;Sd&S7xe85HH5DssvNbVeN; zJnf2xoj!ck)a^Lm7+{%9>!$V>#FoX@+vr61j0Ov7m#$3CKI)yN?$&2|euS1ebZeaK zcs?9MDpJ`|mBYOJGkj+u6IUzoysD(nK>jIwAtQ81&jud#D9+uEsDTQ3V%YXNi8Od# zW4`SPu&W9U-x(HJ!n5v$h{LK6by8PteC`nXDOJf%&O;G_i8!1riD>N9IK zHAf+wRp&1ipU%H$uQy=*vgkZ)%#vVUyV!HeI-e@;HqK16Z0lPNLbeIV;CYWCpxMbG zB|pI0Cu7bi+*C@(PRFA~hasQlB(ChA<>b4ExN;XHVUx6!N|_~waE}#IV!SLxV5Ty1 zX-6O%zy?mSMVu1;0+mZ>$5%?0jLEocs+^v7KcJQ(7pt`goG<7~BJs|g^ehHIdJYb{Qwh{z3*%8DTb^+ijyF&nr?@XF89RVIpgZfr=0^Zf zx(cG7E0tfK9XXE2LBBf6<2Ttus1J)v{%Js{L_m~165S4Jgv)rxLHtJfLgNeNZp6~u z)dh(Xfz^#N-PO6JjvI)Hat?05X{^txK?cGc;CM5%yn~V>IVkb{lLLseZP~chXaIu1 ztz`YL-lcPk-k_%QJZIcRZv4TDo4C-p=QYH$si7pxThrT@l9FDoPaBmA9z`P02r=$*d$%ol zBK-7B8VaP-*^6Vr-?_Y`=Qe=(1kd~D1f31mE3J|d28!@oGR~#7L3iBKY+QfnGL4G1 zm}xQXJRr}q@GK6Z?gF)R#u{bL#tZ4xDqbtSgP~$VFixcw3X&d{kHUbwQsKp~hOdB_ z`IN=J;vw+rqBe7(csnkG&*nyIJD=36VDQ;Q87EchR>j9d<4QSUc9r)o*xZ_J0qb%X zy_27H6i5+Henv`!b*tTz%GS@<`m&eWDL=jpiXC}RLq!~`e1!WIAXF%z`a^n8(C`rM zB@IE^Wo8Oy>R`c-dGJh()?z|vI7g`%h)fLU6k$kX;>{~QvyAm+lTa&msnT?%;{v9( z?aom7{YHLs?_nDBoJk8gBK6)Y9AK_qvz%tB0b1F>3-)ap%|u!EY3hdNR4mhm$myt> z&q79c+ztrhO+DM><83aAk9z3It$O}Nca)*Nz_W|V0T5*0U4iXTgL|qJk?=k;@Z;q+ z+WD?5%sb|&+K8oC5dcqvvz2oXm$H%BV`Fx*EpCj(Noq>DD*xS!} zIzIv{^gwuvi!x;-Z7FkR77)9fAdhk^V(@9!et&l;|G|iOw;`pCa_BGSLf#gqIBLbrlBH zA*uILf|~*UJ{z_<6j7HBwQXsumA4IM2+Z%-SX;fotx942&|+iaSCJ#^vZ;c2fXa?3 z&i|I30oQEVymX~y#qQr~LEm63`J81Qp}-r~$9WyUQ3`LSh?Wrq)(_XFKJAl0aITF= zm~59$BE%AnYjxz`IpORzj3X8CL!_h`Ld|_LPQ#PbjRHv$z~;n_BG$Qn8^z~Zy&Nfv zfScMCc2ff9Y<->`{!uzQ{IL%V$DMW~Vp;W`3VmUr34s^7>|tEhX@c#$}m-c`jQOtVH|N;CAVm ztklFIY9_e*=qdTnHJlf`*bHYo=+R^lA|f!ht1T8<&|wth@|SIx}N`f{w~#NkvmiGqh0ZO0-Kaf~V7 zHKYNtg;fHNEhP$oyR@qMqldqb>g^?nN~_aeh3$D&MrMlL1D2hr3DnZ2JpMp)6Y>Cy z;Tax=HZi*`=|{)I9hk2znW&@d&518H;Au_Umn0J9({WFS`Hmap%9WHj2X3vMr4+`4hLf{Iwn(_1rbf#-JkeZi*8&nj_)V& z*`UVDap=@KFA$21hdxj=?zPp za#gJDPW*YBV-%cco*tNgv~l5rpZ8oaxWN<>tHmOu-|llQZ^Ff?Me4I_ zY0qTaB@GMV*>}*}mtWi1ytlO&Wq!snY_JX>z4N#JvBY_3^osUSy}EdRtW&YQjJVu- zbqE9Q!a@^ytoM1Czr{bw0Z(pq@ySD1+w?aF*j0ygN^`my;-C`P4h3jDr5tmf{nL#s|~EnuEJ9k9#wF`|xS?t#z)+uCpy`1e|N ze2Z8xrTMs2ike%uS)PNV~WSHN_I$3Xk z(}QV_z$oyJoJdWIMdfeU4Xoj`=Ag(n9Hh&P%EjizR`X;1d77d>Tf}z>+1gK#&y59K zkykF7uH_Qc7S!ZZ3B1sTIM#xq*$e@|0&t&f%uHnE$;nfsw8>9IbViQ!yU`L2DMw4`Zki& zpWX{puA`-~x0W0U8Qy7n9G!P^-^Xe4Cp$@^6k@@t&pUDvw3JbZ2GD|TJLH&?1QM1} z+9ARicp^343<{U3uWwTa^x3YLjT9Ycqa)AT6t z+vZbP)nL(}E>4||g-8{_gjQsAFk*P3dWo-!>yKQ6aZI{CbIOIMFjdGIPt;GOVj2*k}_xJeE@3r>uVm!ZHw`i(x@)why{lv=bkvWSnkB7VkSF6 zXZ}$L+pKGwLq{#dlOtbo85G|tRy3xKMQR@sX(v4RA9o9A;2~zLp`{ljo1mST%o?AP zgg(b~Q=xnA_StV}$(NCv%%GbRZKSu-%qH7o+p86CijW7Stvn*)%E_hg>G2EbTKm zd)qGSKB+0cf0({QrxmL!F?NQ;TJdMDuPf8jRtQbi6kuV_@)O{AwGI}jvl%MYjrYs! z3JDS3r%kS7R-SnGn@!hlBB*S-av4X>Ym=>|iC_C}ReE@4;2{T=mN?Z|b^kK6p8 z8FF1aXRgMraPGeekxZMnDGS=2%iDs^3uXTAFm+S}DESjK5_@Eh<4Iv() z{iCXAAvsW9b@6!$l4*w3P6BSth#m)x;vwGcktZ>&WJOdXpC>2zMJyL?cPP$2u@O$^ z8M{<8nc0p8fhI8(EP5u@j=6;&Zx-qDdi296WqVnU_OB_*7dnh~tHzZwK1j=}*ggaF-);2+D1apg^!^JicF~=|Rr+j^bMM^H!u$0{-?W_&vZ& zt>{_D$7Y41tz86OWogr(iIfv+mC)CYOcPg-qK}RdKYC=a-ojlBIUPSA1Ek7*_9f@F4&R^K}tuByhtDNP_AkdLT?~A*JI&o9s$? zIu*HezegE+ArOr6&p*#4sqdBu0>R}N22(|KS3O!2inj9uHY_w=bRlU^bYRvbx?mi@ z2#*|RwKXRVpc!qZMZl=S{aKKj0h`|!8$jb5z!@Gg^KOaNOc2NGGP$sH$_}0f+7Ai- zw^kD$&0O5kWn{U#)gtCz)@nXkb5mz+wwS(2PQL`skfL195jzc;?^v_kMD}N2diXf8 z8Q-G#zIdQ6^rv}PWr%$P-jMz?iyjcr88>N;JPT>133Ev5BvxokA|#~7wG_f+)yJ`# zE_@4Kg$mJ;Y``6CEXOJFhiPhb8@)LF;7u-ySBV)djRO<|M~qEM78z?1G!YG^m!w1i zH9UVhd%bTRXQ?^nZ~bAaB-(B%85CoM&bCj*ISYm9GodwI#QEfgswGSAz+q3vla@13$3Scj7pqNqDJr>?Wbg80&O&H9KI3i};;Zm`7yGU<2p3+_!wJkl zGdt8n7e4Ba>a4~DVj#=#^clqYx)BlZq?`=|TKVyjwW%8&A<__{p`4ge1!UB^wSW{1jJ>e7!wgM&J*0DR%EWSk=<)6wiiTX^h za{VvRS&N;u*}TV}rt?z|fh#~w3vuco;l!u4>-`4157L+}#=p-iP8APJE08#75dJ-5 z*$%18s>-=3;sOuwkDV=p;)zP`@Qww*{Zij0CfXW9PLCzlKSA7dhDcuzMH)XFz}EL zeEo$xpXP3ah3)fxJPqRw=3}=*YHV3`6XgUIO3J(Cc627Fq@@%)$j+2!q(x|8bX(F| z!~sT#20FTO_Ez#8@bnykH{p2DS^A(5j3kd7x)~n1EiWF@Hfp!3VXO9tOCN-u_@Ga% z47@@7FHQGo_nv(JBO&P?UBc+#8{IRsA7oS{;91;NmsQFY@C5?NXAb%k`YuwyQC-WjIa-mV>X_};cDHB zYfr-J^t=?hTcK9tim-Pr2fQw9Y9dxY`9{r3(Q8;hm|i<0VKkJ%iU9q&M)66?{^8B3 z8xq!_-bc>T&TdLJ0 z63s=EeRhHM6$q}a-lo5Wgg;ErD!F>Q2=)8#tg^Yui%+bQMRhV$6rK;$0A`{6#d}mZ ztZ%e@#l`M{@)&ohrs!W2aT@ZI9a#VJDk?H>WEF0hdKBNl9@KvgS3C^@Lqw6#?k}75 z3TY|1KKByk&4pInh!kRuy_(O`>2@(={mh&Pmn-I^atqv|FAMb&DmUI8KJLLs2LCZD z@S<{~z^ChVmSjRcLfBWxA(t$8B>5i#{YFq;*Q;cFfB#W|)LpDP$L1JaS84Q+`6uh2 z|IB10%E`{)ljt}BF#Z`HmV7{bNtHjB)s!WakEbj_@S<4pt#GE+OM8(?hYJMRR}5J^ z;GS45u&TgC_gPk4%sA3#2+{afZ_0lYj)3>@e`O&XuE{m4^}4Z5jIX zWR;CSkHP3X?>%}mUi`0(%57FK5ye&EYEQuIH1J!(L?+Je7$^2(smV|GDg*m-jC#EP z-bz*@EIKuOmVU0d)g#FN8NRWxfz|{ee4t6!aw?eW_O?WQKnbS_X_G=2SE8jzjJG)L zc_UY*v$&DUc!_s8hT}5(r^pSZdyrR-_ zzMO&}x(|zM+S5N!*=dGdn>#>toX!SSQ;miPN3Edtd)%9%rv~9 zPn+mv*}xfukZ3HO8gs8E{=&2uWOZue>bdyf&e8-kGLku+3=winy58oMjzH1)y?Vjh z=3Z6kn=UTw4MkQ;c6E9*WaFQ2^XO?#1Z*xdpgTNn((H3CO16`83XX_LtC&t}4wvTj z&!QG5N}LoVV+IsDZqdjW1A?OuvxjGB*cz#@MB&|*8Hyrq1BU^Lb$30ywD9svwFsm( z3PEH~BMR8Z;`zk|j~v_&-Puv;mHSRONA4~dIvSx&9DNg;NDt_rBlP9ng30Z$>!T^e1FF&vZ^(5aw&wDHR=l*o z)#H@rSv-5IK?eq8EO27HeDA6+mqpRbhPB^oJ650&l6qPrhmZeuKT0Z zAC}!Pau}DcDj-vF9JbMzT{G^Xqwi=O_TXsC2~QA)PYOd zWf`ulQ}z$qeud(clYaZ!P(gF;92&y*O*=52;)X%2*WtdPfRhDXR;f}u65}iEK{hwp zm=TYbanx}*Zm&yiU@dT`mBYoepbM(HE{=+;>Qagav@oV@1_F|xt1EVFtV!M}9HIGfX(LQLRkXRWntE2)#aW>A598p}|K5h0r zVq(aCtKQKD^C;~?<}~hAbg;t_V{z50gj#Un{)UgZnT#@;VJ{*))CkTwYL}lCBZiNWZcvZ;3kZi zXoVrf&hARWLswFw77NFBZp#XyOp@0A2L`7>Ta)g$j3%<{dim8(GJQb5V9 z&uov|(|Xg8ogmBoRmb4E!;Z!Ie z;Mz6wn6K?IkFkVP^+<6r@BK%#a3lbLJw{aaYDP&o;F(_u6<%VQ7r7vPkqQ#aWV}wC zqHGs3M7H=a3N`z+p(J)RaY3tF$p9Y%e~d!fjt#S;H%*1RnGXjxF{G}kZ~g&RpEZ>v zH_QQAs3uWf$t_m`<;;n^XDJJtU82y>A>Puv1^0Tiuh3qe$|XzpXbeQ%i>`iUsv8F_ z82kO()AVLuDIc4uD8c%v`{-C?0LQzeyJv?i>WqAWoUpM=@sPv^MlaZr1M=*unfRA%OeEI1QOhK1bJDK;~mMP4AD;;JL-d?2o9 zrQ*hm?UC7ci(TUI;ut?9&GBxe0BUt(J?L+@>yebp&7Y(+qhayNbP6A4in#s%LmKZZL49IQh0H&FzOU9E*ujrI$oxi+$nvNd9fLM(vvKJAnTh@?HAJIbvKr=M$A#o@ib!oN zNgMfn`hU8E^T_vn=?>`9I&W_{j$F}hk46lIKlPAYFz!|*b|ZkDHCf(Sx7*<&LYVf< zdzIK!)IiNnLD?ei)KN6ZoK>Ff+1zWntES4n9-J&_XI!wLIB)3OhLrzY^8KvDBVZtg1 zf=Gz~yW*&Q;o^pv&m@o69Fdoec(J?-vi4v(+@DOkPFu@VuJ1&18k3RpiMSdOfj?~Q zoj}oce`H`!4r4W?QRAj6C420ai|h#pGf+<&bHTvSu<_TOj|Di`&$Sl@%QAEE1jmq6 z?y+<-;A(e8h)T(MafRfK+U(OC&73lRxC-qiQF(qV~2 z^|Ht{Ui9+az`NqSOJ}9t`nRC*@k>Qk4v48WAXw*UE+t7QqQQ&rHHsoVhFcH8C0gtn+ZV8G5H{ zJjJS8lh^Rtc&c7gT52vtX~AT;~H8X6vU_!+fygN*rlVtRWiQGD~gln z|NWcZPl5gKsbQShT?(Xsbb`cS;>@)`Pj$i9GA{cWR|k5g*;s#)dK)Lq)DxEtkp$he zTeL!RlC?BMzU%Xl)2r-QD#&1phC&uG4>O5MeoDU7FjSl_U`N+!=U$B7p!my(1vI|D z+&(o`Z?)~bZqlimAbCuIi`O%CHS1_8=bK>{P}a4R4b7yVEV=m z8MIs{%~m&X-f^Y8BX=4#ew3HyzfvK2O(>QQsU4mKRvF$&Ym$KY1y}K?vY*{gfjLxP z`mhjSEz8@T`*GN;))P*1xK_FE;>br^XQv9u6T^o*S%gXv3+q34)<(hSm)iX}k60pk zc2vw+IJ<#NT5@BaUdbTO^)_%;&i#Cd^wa<1AZFYke>++y;Dy1QU`B=?Qx3xbR}|@siD17@+AtMRXb2R4qVXU^Mvj7pk#pWN#$lfe!11=X$nQ@nmpwK9dXdYsM2R!;ihwud`$9OOU-+;#_A&q!vMIyVFXuj)qTxyq{4v zRV29^|MV4TSswHq?RAE;Yq<3`u$TP8DD%4XfH==?C0%D21$JqJ%j$Imi?q9HY9=*A zAT`ttnK{awHsr&r1%cl0-#r%P#>W#Le!K12rqIWTmhcn2>Q^y@MGU1iZYof`^ZYZc z8>U;dA_MBprN=)NROrRTyH;r?SOypXT70Mk!?EyB=waqy- zanU`y=o5zoZEf$FcV3b)SR&!6*vchroMJYSw?!DRmmOI&XEr$wi?tNHw)Q!H|C=0yJW)?ZvUqfoZ~`)d#R1;yZd) zX0Y^jmZecMyuZxM_~fguneBoIMjMJbpRPQZ>tm{pV0NH;BB_W7>|8uZqe2ao=UC+= zbL4euTE$#2h`|3euufL=nNy8DRF+JMTkjf%n#+S!kXCgtRPZ1kuYQqT_qQi59ncB) zfm$ufjbxb(1q-#t@uA|mYCtsKwqlO}tX`0hoAo>YH)&$cHz(8salhSth(O-=mAF^n zUwL4lt-){G#uht?`M4es>7LqBXll-t(`~)+`x4?wJ;j#K%)bGC>?`fy7w}5R4CBAW zZW;eu?3RV?KS5hYd^UQH{|G_;Z|s(xftllfQ@8&g1xP!Xa?&OuYqUS}xlAYEIS+nM z(9@1UCIJX|Fo^hBk9g8f7QQ$g&_b7D37bHqKeIrjG9bdg>fLO|>(;N{<)`Y3XcT*Ayt0|8VFDO?qjW8(SzkhGUBJlN_&4(O;IMOl3a|-i z&u|9t(fi>6Lj~n|e<24buEPa8Bq71wJv{D%wBx_P-M};`q-R0T)b^Cz^4*GEg_3H;mQGwq8hj0O070`q8tBFM69mgDi`tP~+ zh2x_m2E2fI1m@Gn(`4Rpxxn*_2;cz-s=bx*60hN0L<&9-71ZmoKz>06@tT^n=O7M_ zfC7mTK=>ZN!e77w7R_#p?a4Xi?1R&_@9t80k#EiXsA0I`)&h;%muG0Ydn12+iSv_=?Aq zf%rSV`h&cE|APWi0pY{zgMk(Sw8DdtXYcXN&(jb8)UkB_-pJeehu~}a^84@At@6pK znun|t?9u1_&iS>e^KU8-$e$9-<|Y0zP*M_h1NwRkA_DM2CleQ~A20@Y}P`#vvse`oMqjxW+*tAK!=gsaAnQa)E3>JW=<4rC36~SUNZ0 zxyr+)el?dB@Sm8;`*G$XPk?#%(7f-^U_~nVdk9=T<&oF!>6X7juzoYy(2-&1h42gd zY|)$3^7nq%=7j#ZitZAMH#7TX;h$lAy!KAo(+}RP)~feJR%q=3`CxZT()J z>x&s2G|%ed8ob=4*YpR{FXux4<8bd^kY9Vo{L5OvglG@gL8uV!htIqY3i-;>i|On(r}G;YGlK&m!UlizgY~&O;m@-Hei-IN$^0wCP>lMTEe|H@t$P3XxUB>D8)J|xB(sO5a2Wx)Ik^{e+Jk5!s99N} z1M{yqw5v#hQ^`ZKFzSY38u$xJ^_U^mt{EiQM$(@U9!wnPWWk%WKe4PHOGLsa#t)vV zvgp>VPSL#(@bk^YVq6a^ruCGK%WDSNaAvqG;6o2y4HX#x?9VzDppfGH7)rivY;Z*2tb0>YUTER=7m3 z9`AjaN6N&nS(u(@RFFWE^SVT%-yV?&Cf_Kmq3?Ywcj-zQ& zDuqR}CW2bV3&TO6z-gp$wmeI_a`-iy?M1tf*R3vvHJ=Io@VPCfzNC_ZQfo;e)Q~Dvt3a-RP?8$@mMU&D{JbHr5OP3m5EG15URX zEq0urqTtQ#@t*Y<2bMjH^j*PttOm&vb3%o62S>vB z6QlA49PE6dMLtLaq|&lZ37z({fzK9F&>G(Z8GPzAJTc}3RLpYeI5fy!KGr64! z5M5;tNgIsfQP7M12yclJB(pE=#h!%zWQd~0&K98L6uKAt!%${-&3Pih_iJ)-*0a{LW2RY7hV>;hB1F!o z)A2ch@u-8!)_|Uil{!MmH1ji}^7!^O6HQXcv-H7Z#pHFhavp(_!A?zM(1fu*iHrLq zitpgFok^9oZeB%)F6HcD*r#IYghyFK|RGrK}KYT``B$ zn{3h?pq7&&&o)2sV0=-SJtzra7EMRqPiJYVFV5>nnsZ7a#G3rJBEx~sd;^K6xnZ9E z&VH#TP^^R->2Nk4`lWjRP7dck|KTfB7S8GHR5fYr;N(qTjisDx0e^ZnHWj>y%h6s)$orY@W!o4mtYQFKf1uBzv9-@@0TR*H-ACvIe#x&+5V&OA^X~2 zddi&?%v1oU!R=C{*%()ayggL#isg??wgIevQ+$*l(5|xV7+X_UnTQRgRnBMJu@>b~ zM(ZQZY+Jm>Zx{BgN=&0gu*)_MM}nFYQJX#hU=3cMD32uz69 zd2V#dw?*QN;i33=mRVaTAEoYn@VqXF?S9nk03^`iuYrNw?M zs=S7rZE#{B_d%QOB8~M|53hV$>X!V^QkkD?t=`3m4h#F9c6LrZYNisd**o;38-&nw_com$e^uYIs0xnm-edG2ABn;IBkntaoW7v~uaaJ+BN6-0b`@x~ z@pVAYzfZ)|=q0c6cQW-=%lNBsP@a;|*<4P&Rt;qlU~s9Ih~B-EQwOO-ee@7_qOlezjJz`uCpPXd{z)XsE2&QU?rbz7i*(v$e{Dl|6A1a# z_KBS#c~ybYcRT`^lpa#YIa|jE^W8<8`vBkH8$*q*JXv1Rbq9i;7*g7xJjNCCZAmel z6OZC0M8QVl3y?hw&Q&97?@bLOSZG4xLl@N?E(MW zO8`*XaKpPHLBrN0;VaV>VO$ja{kgBIBuZm7U%m334^BE+QM(@g2EC~**GTu_;ybP* zy(+hA3_F6{+3M4Rn|iF%-{U`;O7LM1vm?ShShwp{L`#eju-smsj~@#m;fQ}Q$r=rd zwoc6`JhInxZ66i;Fec%J+s;2ey7~SsfY8t~qA3oB>`+tvN9cK85-;D7gbEY}07d^v z%jB8*<~kZ3nMW-+${XS1aB0uH+613T4mWt(&Q5}P!mTl< zbP1!oLVb6oAFNheuk^)QiC@H_UF&bfes1Lc)zCJhjTtOiei-;cdCa;YVK7GV|s>?W>??}OxRFK z#1h5N&G0mXJ=5bT)S`*%zMSY6ZV$bY7$A0=@)%>+T^6Ar+S_wq(%vz$Vt#lQi3%_4 zR->ANrc>EzO(Nmewj}pS^^Y9vRlrYbj(vy@ZIRAl>YiRx?<%JAD37(0IZOT-mePK6poE~^Sh!7#pEdp zo|vl{aEiA(>*QTHwGk#wXy9Ka1UnjFxfCWr4=7P_@E^}G@zrgzuo4pvqK#1MVVibd z;&CfYZ>&$RtC3d`>s>l~u{babI@&!yPc8+CZlRZs7Y3Yw6ar`Yl%2+FZU8dSTa(7JuPzk{1XwQVTJ`IrO;35j@sbNvZoI_ zz@(1hYm{}E+TlK=>EhhdO}3vIW)^alll*pc$qyt!lGei7CengG?c1-5Nt$8!!6w+7 zw4M)AFW;(vbxtT0CKYYix4UvFrJ^_WSzomzsQ`0)DX&TY!`MT!rd%~6KJ#vfuDycHJUTb2c_+Osaj4qx+i&EI?P%0g)vGSRsj3;*O zdm(@P>(ZijnvZ@qd`e2px}NR_w`W_c^N)yR~(CEA6&tfMRV2=H(Zkn;GTE zf!rNUhG?62JcyEB&1zb~F08CT(fQo`ldW@`YCToulhK&m%$ZH1z#EIzdbZ`R+fk`L zDF5x`<5AY-Y37%q;XJcs96s;U?=kct5t4Xic=D;;s?F)9PmfxXY!9T(ad%5KKn;q~ z;^L1fNTa=Ua>z|i+>UCQ-W0m2&1r7omn_TjMq%V!xFNqoA||4|=1(~^)R|!H`I`dO zm3fJMDpvcq$GTClwo_wfr7HVilxt(d1|;TrU)UBn_ezFk2u-p|YmgINMl&w{Sy$8( z*H>a`JhnArL#n5{jN5y*atbOs&vdE6o27Tj$YK>cE_|=zDxLK@9RV4;+}f>g)BsZn`I(2ZFY5f8Qms;BIfeiGRT)k z*C6Q6%8Al?^KduFtcJ?uPDvGyHakN>k`vFsbH=23$&!|VQi28CH3qhP^e~4WJDvP; z_Nr4g+>%AT`G6{3>v{~N>L3?m;fqd2>)7sSTCRj#Ob=|w^BdrYmIelU*}%L*Q|t5x zdp`hP7%{RN!+0Zgy0wnj_(U+EBp+{aml|4@nD7ZguXQNTWo{mp#LGZ913d0eYIA zu_mXZvyUo8{T}T$QS~nVM#!jg2EUs8D^}POj9D<5?+kkZ&D8yjNs5e~c%!4!lpuP$ z;LzobPskI6IxB^3lOO*wkAd=@1bl?XBEh8Rga^-D%Ep6}%8S+2XhVkQ(eb&fG^b-= z-c79`ABuL-_XbJA)yf;#%TacpV#11RF$TY`cfg=#T=i86}iqZ++&p-aTDdq+SD-IVu%K0L!ii*?kO?yxE;d zZnoK+bE6D!3rucvI|d68k|aqm3e7Xd_nQS{yE@-MXX>x4^r~N{zn`4;Cjh z25Y>YpT{ni$zz*ZxGE!ZPa3+2ab~f*Yq&NX_?+8PVE!j^E?%cxMX|>RN1xX-gM>#bIlxHk7oE>%6z)ZM#+7xPp|B(}^vCyVFm) zDMI(8w4@<*yeu?lf%HwjoJ4D|Agc(g^(GZeVV?0i2o{;vTxfw@vz30%HP0%Shk=Ux z!aj9S-9=xh<8!!2x3_M5R)1EZwuNGqe&KCw{vUma*#es;(T>lCt;Om z*1m2JYtsB=Aj5Pf)!=**5%r3e(k}LvuQ>S1Iu)F~WJlxp7kVpL-|4J_stE2hWz1EG z_3+-MFV~KjG;g%pMP~N-YNKW;t*07=&Z8)VRDab=1{8_yahSo7TQ%KtACnA)MGi_X zX^Xsshvs5yIfZOF%g{jHq@V!CClI!osY%NrdUS6b$rs_3#{pG~RYVpvVfWaT5 znIEzT-w4JwA8C`WxI$KwxzJg730LC>%vg;2D-k2Q25*mhSC zZJ0lFYN)zu^>g4Xp76$$LWv@@9v`Td2_}Pl6mzq+2roLOPF$;boZm!B!;6$@- z7kpsE3k&ZDo(qQYwIFq1jrU6CADS2PsKdc_dUo3KRJR8Yw*1n;r4z=@w}j;F&^R#t=;NI#!DkP*b_-Z$v%%oN^dq04t-WQ5?5-eKC z+Vo4)6Q)9}_uGMAqP@D795i)>{spR#e*M|G-Q6K=m$}$0pR?mOGKH~`Ld$1H2w$5D z&Q6d4)1$~~Ce$0kx9mx9{I)HZtU+BToNc_eadm&UnBmn)7t$}=Ctb>Ob)+g(i(90 zmz{k}y!k9^7TNu#A1E1Z&4!dzeFNgM*(wl0*G-j9I|f1`S_|zF6qE@oR94k6735oA z5O#z}*~kAno*;nXJ@R5L{RT)00;jEonJP#0KVKzZgMDmv2GTJ-$MTGEp-vD-lP-#P zI)!p)nvcJrQ=$+_lE&VPJ=?Ozx_C>4jMu(sl$$|OX;Mod3?7a3ZmGV*7o5eX#Z(ym8h}r&0gze``3uON4f4%Y3%K^rW$k?5Jeq6EIp!MQIgu=0>b%GZYjWjb?eA#+i4f zQx)q;h|o;}(ixK$86Bd?R$aWMZ1!A7FBV7T!Y0*Lb!RI?-)bbPDIHCXyYp6lnF|9r zwK(zAfkOivQI1~k(p5kDQOn@j7|G>BMYl~VawKu~8+lQAF~kLY14lJ4KFimN`h)uoAiXZi>Tb;Jtio{EDB3 zRdz&Vtvu#d?-cfTd9w``YjNwYoOpq$GRF|Sy$$dg?zmsnJ;0nPJ@qJr{SRU1v@D9Y z1<7R_d)c;a+qP}nwr$(CZQHi3KK;^9H=^fPj9HOYNowt9#VYSbecwHYx`~4E_6#sR z#`QuXozWPb%(Ml7<K@bs=(J?RfqmqqEUoe&276MlIHOxamz!R9xv| zzT9{p0J&?Q*dIbD;L$CVOc>^lT+z(GGWdBIi+XyT)c)aLT|n0|f%8&=5Bc1W){9fTHH8t+8{Wr@-7`23FB&F$St*6 zTSutca<)&g5zD}*YXS(OaQbPnnK&MUE>q4!H4TS7a-LkTcMe_pxI@2h4eyQfkZ>|; z`J-n*xJi7Bh49^(*iDpXA2i6I>tJiq)Y*ct;J|@FM55C3z3))*OEgr3Vb+8aDdt)B z^%quD4b-z2=4qGu%|@knvSUZ?qx1XGA}q++XFmAdq=MV|c-`5OVp_2EcCU30Iu+pq zmvq^U`fSqg_LZx!RQg`x@c3}@Sqini(y_7YnPc>eeY*abB3~cX_2n$Ecg7Ge5GE`J-vrqIegFRvujm(0`JAmq z(8$BvTWajUuC6XAdo6ZoH(1(%oP8u}_JJM9+g$vC9UNM%*^RI7JCz+RTr-pifb#-<3KOtxPQ(*D*cC9R6 zlnekzIQ)EQpp^EYqO_)#l9Vg2oIh_M^OhA7s7{5?p;hTWjRZ~)Y|H6nW)cN0@ z!i)$U{+)qo%=60^J_>WtYHb~ykMs;4ZtisHYn^oLY?_dBbO7AdT2%m+eCYWN9CNsL zAx8d*VchpNW>OGJ|In0{DLptBaA-AnWHbEz9epz!Fp!S!u=arIfLZ^yO8^%QQ2$0E zgl9C313Dn!{ktK+dd7xdww=8NKjKEP9}H_l(^LIBbD+mYFbyE;>KlIm6ADmLH90jf zf5`D~_`-;ss3EWJh^~m1oQMmqgSk~10L8*efF!pNzbhvOr&d>I7X!zJ)-NHVCp?SY zI1MCY+FN})c#w`x{O^Ul;1;I&>!0nO^uJzht@t4D@iV^hK}=)YhcFl?HZfC~_?9Fr zdDTO^*)GTfyeyJ=)c%S81VclkzyO?p{<)^A(|#!P_l_XH7sfwB-?amCV+#X_`VX|g z=Vms5-hV;+M}~)RAnlx8fIr^9H}87E{gY7iZLCh9=|D6!0uX=3er&)rzk_#gch)zM z^F|(ce5wFbczl09jP7~#PT=u5Ykbdqb?F*f(lQFyL_d3pe^)5TPWK@1^o>qH=o{=B z0M*sj*Z{Y0@O^(XMTUkyZg_u@DWDqc0PcU5Z$H_;OO0Q9O#EMOf%AaBY-x!@U&laz z&3`bRywGG(8((y*e{)B_X5)W-6n{ihe^>c`d$Gma*Vn(#OTQxTe-ByfT3a4JGwylX zY-?{c^3Lvip!0tvmcW0SIwJWUEm=Q*FO!{_-F89b+tq1h z0h-S7O8XGd{57uehGF&p{eeFKq?7zcwQB%QFaF`X0yJIoo%6^(^o56k_E$f`d&VjK zfI9%Bv-}F&Ic)xkbl;61<2~!{JmU>R>$85*eI9M6&-{VzSpob7Sl`X`RBqPRu;`7OLvTs@}n$^F_OD^*uIq zOEvwVd9Rti(Y@2o{^Gs&E>8bRzWj#MbA3bivYoxl-MG~reNDkN0&BMa8kziTeXdFV zu6_G%#NI`n-_I>H^rg8vI=Sx!{24Sh_ELSP`L4Qg(Eer5buFFzEPRgrDi8ABOItp<$hg`4*-Jyi;A0Lb#|>) zN?klrG(IGbP`}(KFw#$sak8>6$p+l^WD2^!N7zvK<-C$7_vuTE;@@?LqL+HyTx?AhS3nDnBeEM@>L*+=|J+b=1N6S_=yTsZMTwG=BwhGo%KY&2tv#1QS% zXRR#P`=D-=%^HXk1?L*mWD0jdumdj#4LTX_-=yBer~#MhT($hy@>Vd3ub5CEs>7Xt ztpH+yiumCulN&4Xq+77cgjIsuM7KX6(@=%A@)p% z|15gCoQdB-70;E)U&&X>n3}qes(#B7`qiP^Y7_asuT+*SfysIonfB$HTAZ3)aN(r^SVb<3uFq(JVMndQrQ^WCi4asQ$%=owa@{ z((YRO#8za#qzHM`7v077H^k*eUyC?pE2N^EO^3^;1?4C*u%!N8O4xW}aI@^GMC6^Mmr1u;aCux0&DkdnXQyCAE?ZPLsU_S2EOBW+h5D|OZGnG-uqAbV`kzI~LUsiOss8t!Kwb350dfE=LG# zxyY#7-~%J0R+YtR+RE&A!-5>H6bh9@3GQ3n>llkMRTxgE{NYeR*i%)%ast*xZ9;mW z&v}Fuz9a#pEfzry>^sH|z6x{S%yh{ibdB@17H&24;$HOrx7@~NL_GoYJ>29|0jq)m z@4Pj)c;((osxLSmd7K;XC;gT}V3dq6I-t7fAly`GO8ct41^5Dr&RKTbbg`XY>wz1CeWy=al=og2UeYd!EmACaHafA>=!xihj7lc)OXJG#H4NEqv z#52j;xqpq2``C=?0jkp8un&&s1G2roht=41Xuescwj2lQp5LTs;5LjGyiQ1*bt9xh zfzs`l!aD4nLQ^GOHNDZo2pGey;+jR&UcYq{X;s$gZDdB9pdeg1}2er_U3rFGEmWy%~8wPa6W#p zFV!?~Qc65jlA1NGa00yv2`r&Oz!Nxf|9xt-x%jj?B^FRfqC^Jjdvyy)+yqu>A*$py zOF5c3S;U$h{`nsz!TaiZW41hw!=wCnQXq<^Q9!DT~;A3bS_UhSKxYX3)- zSOhI-v^KR<8+#{b-s=E8`+(p_HtHURRKS(yuhKX5JOV5?z%#mSPQqotE}71>49D+3 zON-7&9d}=4nIvi)Za4ZFfv?I|u+?ySoBo=^NEu0tMZ6S!`^)u_jzh7$88tRJgKJ1e zq4~GD?sm*UZBu*o4IFosxOuG5fqzdpOC~@7;|>Sfby#}EB(71e!J=)d!v5$>9pUVP zDVnc0N`2_;R=s?6K_T}ZA11Qk`Wkj=0OO2+t5B<4FUP9g7GPI;+X_8i;Nq-3<3Dit zz141ks)5&Mf8zHtCwYPy*WoMrsDH<~bC=;j0i@-0<~~hKSYrEWKP}i!@4p7?j@1R` z;|hQw5CIRQ^*p7p=Mn8QKt#sNo7SR>Qf#D8$o0!N)KUXUI(9rt zRGcrD`=-}EQEw%mfI1D3CT`{#_FD`R2)VAtf)HH*TPen6ROQFQ3 zV(#eX*Uof%gv`NUnfBybS$y=JG_BO;VC%*)(C&OWsU5<>^SB%c)=~AcyfO!*NeUseT2AnY6-Ce^06CbLqcx^s{lq; z3=}y`ZxT~Kmr0w9Tn*raxWg1Rl;8u>TBnR~;slB+<`g@t_bai}-bYnu5v$e*)uR-U z98#N!#zEV82x-1~frVQTQ26$D&MHAT={Y}x6gPUFMt-$O`)0yuvZ4Y5zRS$-Sl?{(1m^hmy+0}LgZ-Cr zot{x+>Wylo;n&GugUZ_Pzm^M2Fj64=NH97&cE|dVz?QsQ0V+)T@JRuhL4`NBP|x=$ zlHUSnZ~$O{eQz`*c#evIB^;Z#ol}!M5h5FUjc8kqQlnjGr>;n z;->pv5QG|rQQ;|UlTF>~1qFR6KEDct%}!iHv%8q!)obgx97FCbc2S4Wjn z3r%hcWoF)lSupel`^#cq&LmF{>!1~XZClTi6voS9imj929`s|skakoBc$JZUorEj- zO4)JGy9%)_BnRIR?01joj*=#>%w3e!42p-qj=AjwpS8OW^BFo%x5}D4r4Ah&R4pv% zvTrghq~`C#ak|2MtB5vyrF8_~SD`moMJDJ~9dW;9W_!|zHj#&g^DH@oukoV`eBouq z@ddu`>Sk)38O}>*;m4EoKKAZ^#z3DG*MG;U|yu>63bme+u~P3?-Zv$|_kLC1MG zaRMe?uFT}n?)k5+D%g!zZa8XcH)M%m2*TCQWiMN!p^1UA-^g@sCMDPDL{@rJCfykA ze3tDX>}y&G{RDSs}BStuE?q&CboSq!S(3<7 z$c)#WlJdi9DI z-UO~iT|UvJh{icMkTpP#zb6=L6$F|~G|za)s?k9-`Fpxx*%{|UiYBhDCms5TX9gEL zjPh5gu+Bu;GWm8^eqDXJY-3?QXaSI(sh-u9BCW-LD5#V*R3@E7V_0Z4MQqI|>3&+*rUlEF(!+x1IQN1B;^ZQ7dk+>C z0E~^poQ9s7S?08Ba3UJH`l!NefFZ;jDEP)j4X<-EaeD74V>#I!x@jW8VowU&?f>9n zA9vXjW)iq7c*08BgJ&Fl8clAmXv6+Fk1K~rTEIeQoLUUkm}aiE-?ZDLTjI-oBi#;X z=Szpcb+7$JmbpLa91;I^1;WCa}+udozAEyQ>-jfunW zW9|asq_R-aQ+n>8`nRdgKMe6EHsra&F<7b!(Py|j2Ptc}rUoJM)wF!K8dQhlh!`c+ z0w#vL`pWa=164%w(UxVZhniLTWF3NJVoU`XPeLm!`X9t47lt=CkRDaPYCKzEOnN{~ zm;?h9O&>ol#5RD&estkMQf5lO&irXGmKo+Yf;DTDqV+s@dB#v>dY3?F)=!NGG6Xs+ z!g{%Z!VU)8h0k>+#g7omz>TGTU9j_CEmW&b541azJ8s%7mnC!X$%02uI~!1vbq4%2 ztKp6L%9K8;_u#3VlOyT|<0y>(BzGi#SysTH;s&;nPHG#%vTj5_^cO3xuDj$cIu z^tOm;`lMBg!T*R-y>~#F!BX&0@T^CA??K6*d}Y9aDeTG&j_DcK0B0h92GcFU34=PGLkT^b z*)K>J(A=4r6W|M5Q;sgD4oEZR0v_8L$MZqIzxZdphvJJ=4XMzIiG&5$kJ6*>zyv)O z9$LsRy1p1i(LAQ=Oq#^@rcXf06QA`;zFVJVDEH^C@WoA<+v_1bs-6Y0;*H%uk%495@r- zSyoKb7)l%F`WkE-$7oh@;&a)?-iCSpLd0|rS1!a3N_*!OvfYxx&84j{zneEGw$fX< z#m9wv8+MOkm(^)F7kwwv?tNZ$R&HG=v7~aDQp@~97vtQ9#ur(2revGWVDk-LwF&{c z=GOrFIqQIrlO%B~ua@ecSB=@RtLu}$*@8-`gm`Kker5B>(r=Hw)+}_aBn{Eb%R(EE z;rZNRs&V)syQ}p1>?M)0&!ja1;@Bds*!JWRDP03Pu6AA>g|Z%4?7mhQv=XFru`(t| zw>VPSwYf&ROQVJosUqHM>5< z=sPoYgA*mB)tHn(8%5o4dr&omajyorRt`$Z7<4%=Or8WU~4DOr8bd}7jxaIX8Jv%@jg4(=w2nB^4S$<<1WZJyW)@wn5@=z4B~*lhdN zgdCDVvE}^rNJpGiY|R!N>I9G9+*HPt*ve#IGzuKaLx2}&FR6{%7auwc zHa}Oo(N3G&)gZ>idg}=A5jIm)S@!I?qF~DuLq(TsabEY0G;-hsFNTTW^Nu;ovp1ck z_w0O@$t&O=XWu!+?lYkjw|%PV86^j8w8qYvR4}L+jWDILt_5Odzs;EQI^1?2i6( zEOb61)E5L40=L5080vv|{5ET@H(KzcHX;<8c@H6P0J{oYBOoyr9=4y$jAHw}>@3PB z<3(Oz1De(2h95-H#Q{pRxZ?ubcCB-_uR?r) zm*gAnbd(k(Fi#y{=HW$S1?Q<988k(y3>FR}jtFf!($<}$oRW~J&U>zz&O$7&ko99j zXs5^!9ZbD28L)t4q~+D-0qKO6f!l(0N)*{)=}-la^sQE@iyx$Jo5l{-F=S*HFGeQO z`~aoV-*f~JVSWJ-X`D*bTMM}?a{oLS=f6qoevu@+JW5T^E%$hz#6Eb;`uUM@16%q%~`2IQp4rV_0 zlURIubNv_X)zJbOHfo{;i6v8UXy~dfMAEP5KFV$?keSimxpK{g_r>hDVKLA)RUx{d z8G7lY{JP3(>bAq;y#4?d>Xgu-^d1 zIy?n?p8;mKFTt6Hg2d)=iLVvfwe=cpkrV8oXW4Qf^$Eak3WMs^Tiv-<9SHJ3>hwvT z7Nm!2=0~3|eW17btkw5};i<#7{|H-wrvPJRGGSa`Qiu9bYWuMhud)!u>%n|kZ@s>w z%LSCAD+o4H?gJsXPNc6pntV;$&1Vx%S<>4uU-v}>X@<{1EXcFaR`VgsbtKIpGA)14 z_!w(N-LLroq0K4UkAljlF33m<51?h$ck&n!>XeT=x3GOxpoEaoP~TmD1zeXE2?wdI za>I-}KM&c8-TZq_Hyem(YPEygRd{X6L`HGrg&&tPm?Z<*>L~@KkL(Iy`o@R`v_;ZA z(zbYazGW}WAoECc1{aQp&9L0ZI)6fH14c0JSmiBG6S>NWBK$(W^qz0tNe|IcsJ#4* zi*5*4t6hBl8VxSDvbRUyH5pk&7we+_iiFa+w@4bftG#DVmA z`CJxCvSfa06!r5J2ZHudD@(&8NVk_;$Zkw+8ed zSf;G}93LzAEr-iYged?>B0-f7Tw6M0md1P`z0r=sh;WO@df1^l6AgbG^}(#$zr5`w zV==8Mf;`}}7s!+T1WK@VkGC#*FO`|sIJ$_Oni7*UdfSm(qOxQKs&ERwRAfCB?5?C2_6TPz`%gcMTtcsvKc9^n{L zWLdF)j8iA!ajWgAb)#&9H)VR1EQrD^d^4>Xn?IVP04s6)r>Hp0nrSe>vnCMzN(3*~@J_a=q z;BpxeQ$h^tVwUEZzQH{ZZn2UK7oHatI_KUIgB&3r_T(0eO(%f!is0%r zL^=6HlG$zQDqHr{Ih@XK0jV&5&={b>*n1&>p1bbAXx{pMP9!X0=bVPwq{?#;27tnH zPLYD;<$ql03Za}-2Y1QK7vCXPU0>Kk^(G5?Lp!hnYA$sEcWwOis6Rq>2jsh@> zOO0(7?vIJUHGBzBC!&uA-+Oi$O;pa={#puoss(%8z{x_5=7Y<0^RGC9;wzwiQ9H50 zPzvQ42MYX;Xvx$wb`UY{DiB=@qfEJID>{;!3U7V)b-{Io*-rs+;qx??PJ+`qBiG4jzAK}P8M z9R$8z4OeoGy<0ek38}nUX6?~nG!4!JT;;kF(_ZVO9sW<%u<6igcrSKvtjRQs+|DdT z;8@84W!b@Qd&>9YJotVA$~zWOwtiBaIll2)sNaYNeBsaL!AFz~x~jg;y=*ja*ou{V z_aAbu_s{8{rb*ral#X-Ty^?nUuw^~`JEw=_x4tS^9;4l2H1RN?_537 zUW75;*8w3BVRPEQ0W_evoPR!CT_VWGC(G^I^7-1^bH1toh|soYN-7?fD$sZ=3>Q`( z;uC+vIwY-@K`rLhJo|VdbWMUK6hAh@MuL-JYG@toL1Cy!1}t}#nv4us8Ds<1pAI?@;LW*w=kNp&MXaa*x{&lBvG`DEhj^ z1S}t*$Ah|(WWq|k2i$q<_ZwzW-0d%Mey=f0KqnnGsj}*&Pbq%`rL|9uv0X3T58))4 z@q>HMYeY({y{)`MMH$JqSnO))ajH}MHa2Y>)3ID6eTVL6pDaFXf60yMkZ#9Y!mHlv({3Yp!8d4xdOtQgBupLqSG+W%IjiZDG_tIr*rUDi<0pkR_GM!%M z6LAit2nMLMGZ)1W_>xbV1-JQvvV1S4jCXeV+U*{eEu;_K4a3#MH5_Ja?#H9piJ&}i@1}UWRQf?i!?@v^j5~+ZnIb z&q6!YCri>yZ3-Adc59bKsCgs+;S;%5{>BT*XZe)UqhK<5C|}!onzYuoV%p`T3@fjW z?BZTdb5+sZz@IKA`IhMlM?PgQZq!hmEGILjo-!#ai|1`^`m%O1_UzIghRDOPQ*9wT z{zD|c;s`DoiL3~mb_*e5VqnMZMNb{8FvWI4*>{MuZn*_R0HXB&p`|7bo+8Qw9+UuxmR>DezKk35xA z6@L&fbY$;nl}r{6V95`m-th1#JxQ8>e zPrEZ*PH#LCGVI=)O3jz6b?mgG8##Cs#9yq=`7B;)DRfg9WiHI7$M&v!oAsP{*M_M8 zBU&APj<3oLsy$FhB7r7W5>960*;SHN7L!6=v!Qa5>HPaCYaBiDI9LQ>M76$;31oD- zGqJ^%30y^Aj7oW3NbtJ|;cy^);%%vN0qeOvKP%}zE_ldB$(8iH*zOyN6oDri%@*Ao z&oKD-15j$0kWEo(K(^D5ib=^SU7@DC{P|c>LSN=Ob)`rmfFISjKwW^l{vFJ79kmk{ zZujaN$YB`-r_8<-*b?t9D-jMnjg`fhJtMOuh-$%X1dZv<@`PE)=2XE}3SmlTR)56f z?B!5xyj4?d9t7H6-JXF``C0v30%mUA__#SMnWmaOl}fxwf=_jw$CqV%)0e2PUxBW) zt*|vlCsrY7vUPoy0(N<-nJa#?OYh%4K%)L7GuptOWB~z?yNQ*z#A%RBQq>PO@={ zq-0@9WMB8`iiR8IY^)+`C(YdDaWt}8->T3PS{hnb)j!6VNSlI%n;7QGyK7kTUDa!T zhT)QlgXn!>g?7{WnU(=_vTw2WVpGBc1@;=Bkg0(Yj|9gy@5EdHDUT5~z{pmS*T4v^=p{ zi4`*hZ(ZDF_%!9eU%sSD!Pi7I0BJKW!Y#(w&w>IyQaXD2@GxZOY>wE zNhi(B)MBiufmcSv;CAn}!yK%Cw%RPjwdF4{JqX+3*5S}i5aLW*0KcVIobQ8jNVk5o zINye`8Wn&cPnjhEv>*R~zyjSVI~`aLC0oQWkh=qds~#=+C{TRMJtMaubRwlX&?BP> z&xM;;%tetR#a(#zXrx7k95!I(NUaY~#OM;-gfCy|fdzYCq^X=AoyTkXE2gQ))ZP~> zuLKe6emytaet7O*s^Coa$Y>qeK3^ya*Efc~0wAKutrb%Z2i4%asDbY*wx=SR>GpCW zcaBx`t0@I|OFB3MCHaQ})Hxa&HPuaolZo>imlrtW-5N*LtW*rLfQCZkK+lMPYl|z5 z?MMaGywMo##XUtMfezYc*l#GLpUOZ}awl1rtcN4bO!hjrXrrnjII1CNqNM0LHkC|;)m)uGeEnUJAvm4ONn)dsy{ zFw;TB;XLP;uTv$I!dG3LRF+v)H8C&=iiwuaxG`TD8dy+A3<+YEmF|VEY~fa#w}|UrykKQ{#anx*W0_hrTTKLt$IFn(cD}ufooBF33o>KvrdftH}Z@YU3}L^?N^l#p`MD0RV~7fAd8`P8B8Wi6iZ*@;YZT;o=&Kd5P{AY7gC z8Xls@DBJc%KyUSV53LQ>{G!afbomSIrBj0@+QV1Jg~73%eY;(7ZRT!_I~~gG(Pf z{RgewC)Ziy`IKP;MB{0(5Wq2*XrbFbSK1A}FM{yhL>MA%=|917wwPeFAm}#`ToYL_ z!&b_)I6gecJH7dLz~54-!9%@l6;cjbn?jfkXkLi2EoUkgG_SV_o(`*8X?3|`N)I17 zkpAlzqxrV~&uvq2Z9QS*GGw$p6v4|4D}1ix%>5r5TC{Xi)Lw0ZRe(>c6~m{QQ_`R9 zMUEFB4-m!dsW}^FF z4bkmG&pzg41m=RXf#$SxpzIsEY{2h8J(Ax2z0>~DY7%j=fP;{`HMY77sQo7W1Cd1z zK85~3z`KSUe!}X@DuYfiJ!+*#vrDu#({40KFC9XoM|RwiNqj~KHmV{5X?{4CP5M|)A6sj+6((c zyI=dEV>`1~68AIBx#*UaO0t8|B|>d78+upbMhy8#&@MYe z+Pp3nht0^R5B1lKUMvn@}!G!5Uzn{SK)Y*+%6G+BGlGwzVX zbp7l8ojxZ(u)a0-Y&CZMyT1-y$T^rF z;CkGKPvgrAQM1c>r`V5ts#W=&K*0&=`V6D9mry(B8C{ObK4t+!FQ>MgX54hx)*F@V zET@1Ugv%K*_jg-uca=m(cs7B^;A8yeqnIReq|?Zw0g8!jaL`vAAor3FzVqZP8!Lq@ zdr1)St|IREB&0I8iKgJEcCxf|;Z*15lOg1Zds$0QvUR&!PrTvl?|``}QW@#MAUDcD zI3A(@ z9-&C`mO+<6OVk|pMAQlU3;(dDiryFs%+dGhK{&E;V=A{8Y42b10;JYo!>4LCDTnjB z2kz7 z^0)RPBC^idENd+aA_o`SN`pW{E z!bJF+<=2Zyw-sp{G|0hf$Yuxqo;n{|t=emQr z)7r%=K8L0OUTq1!#|gYs%||s-Ca>of^1mgn`Xx~d~Muj1Ngfb$cNI8Jn57l!jQH@%q)n76Ln z`QWMp7C50?J@g=E2ix{nm~nCn)L#J>e@3!gHZD`y00`UE#Vi-FvI3G8L;7q&yT2Jq zNEPsozfb;JWZ8>1ES==uHXVsAbN$lWV}iAk{Wi(JnoJ-=y&wT(iD+~y===S~)|-u0 zkd{pRM^~FYxrp#9TlR5tJwi$kE$P}dnm~^5#I!K|WD(toqy3jIa$`wm95Kt9+Xn+V zZ5bbVJBor_mJcmX^uPvx$Rh@-ml!W?W|8RqfA%VbX4}k~cKR>fN25lBhm}r?bx&W@ zqh_^CRum&{Zc6cm8r+fsM3-M@^!s(S2P4t=rFgSIgdw)})&uUP)eo@lPnEt>0+05} zUt%xwlU+fR;L^poPdL!OxLjKDQ4NG(Nk9AOmU$U*%7Lh(B=6+v4{zy-67AvB1C6J| zil2-vLTpsw4+Rn5?ZAFH)LNb7gw}&-S9HE#vX+56a&N&%-6h5E=w_7)6$zBR#Pm&o z_hg+W`i)vX%Pi1<4(RHy`t$zew2i?V^Iw5<8rUHFP;tHqeY~w59DeLJ(f)iV&K|B& zMS0kswf&+_lL7_VAKdp(Mm?OKS)v$Jycg>Mc@fS}!^^Rn89Nn96y$=XITi4u5u84@ zaZOXyF_*V!8la#7law^=b1^*dKbK=bifeEYM*-Jk1`r*cUvR|#we-GI$DXo!Ru(CssbY21*;`Z)($@hpwmw2|eYdKw_igEVk_ZU)qp>dRad-a@z!Fp6lc0xu1O znpjxly!jFt(w2q1*GKsb6j%DQ))surCXa$A1`XJ*l@_~cht9^??x$tt*ami)t9x7v z0OLGi#Q3g&mwNOd4<&zqn3!S0m+s&x&)<`$%$Uuu;%q(11NGz&MnImqT**D@dkm^Rck2=@6p zW6rGzlZg9FNJ7U^HH=VIt(@G*Jf79;af-(2(8=xUAsTdD3LjpzbD;guU|a0ib4tnw@;JDo zpEEA;Gx*8H3Wg8Dxd`wRseVBv6TfIghOoxUsG)1GFsfeNrP+~1A2+094*2|(r zqjW>fV+Tiv_c3&kGd0lsN}e3Xo(G1DyN9f&O4Q_3{En~8JI18k+?P*{Mzrh8gQ(Rr z0g43^4%XZBG)@lB5?YfG*TL;`OLVR{#CA1#*{4*M=1|83rYUtzx@Oo*K}>&Y*+8$O zGkVn*!Nrmc^%Fvsv0nm^Snwi_hQk&(!eabLGNmxM(0>ar?(MU(%cNmFCR0$5Gw=vX z$-v9bjdXRV;s01M62&8^54YGreJFzt)_eZ`3&mqvTkNdIo7ZSaoH77Ng3E;6`tGWd zIipx??2es`#>68s=0Q`1_j?Sa+SrZ;EHj3+`L5rR^o7LFJ~@XgVgfV2@{{h0G%Gf3 zq@%!71cV@>Bn%Nb_v<=cbyrfJ?TXQj3=?Ha6i5_VM|x8z)faSIQkS1@)wC?9gnV;0 zxi#$r*p$Fz_>S&Ivp%6B?I?q*$0;sTc<7~%j7Yhj6i=aG_nQMLjoB@9qt4Jl7d7`* z9f}MCedbHW{DD(i0&Tz%d|>Sf#eO#Nu2SR7p{p4XkkU7LNb475bhx9 zUZ0aU2nWMp(1)Wrku6oKIz8ZNY3Z-@4r?CPPRB)u!O}l29 ziKzOdsM3(1*i~2qs3IR5-dlAqn~J+GqmU8;Pr*nf@tp$3&Jse;C|ffgi?%cEH5v4Z znwx;H?qYBLk%^oQXgx+3xDkl5u&}KXRMH=`fUaMV&`+^RqE+T1>?IxjSGOn7`)CLy zf75%5l{+v)Oj6}Inpp9l)OoT+XKCpHAGI-k|H$_+1`-R8o&cEoNpMJ1_ZjxY{ujCc z|LC03SW*e&N_Ji;35hOa6h-Jxj;*3O58U=Bbk^h?=fzI8 zgJURI1PhXc^Kj1b;`-I;OhcD%bO0~VXmBLQo8~Q8OlDx~MQ+~*y)s3wBWcJKhwVf(IyW^G)#h%0Fa0o(x}_b_uOqz!FnUz#ME2=d zuS*=DZgt@?<_P010a`VBRHMpURu4NdGYCJ|UycpK9F=%+TR!rkxWJhgge)c4^=hhX zPZ6d&7a~fo6L{I85oY2Rw77EGm+a7S-Qqt0w(3RowQ*C>JP@i=8X*M+DF*L-e@Hjh zW6(GHO>0_wzi;d|wm|LV#TnxtqX83@h8a4(=+2iXL2|-sc~SIUFdP{?-jUt9EnavA z{=%%cLrD>-f{B7Xy4-|F0>oMzbZJD>LXhL30I0~EZ99eClq@2-9YB7`gkx5z=5A{! zIMhIWelMmEK-cZp%LmfuV~UOuG4Cly)J{Bm|9zLE{h)L?q2P*W7x_wglaYO5RC~jl zh*NrJn2DSYCD1u$&H6*eSQK#*1_Bp~&VT@&5NKr@J+Vl9fZ`p+IEs#_=sFB%%e@RN zra3m5`E7g1d{9p*_i(=#j^qLi9U<*l${cf#&qF)4KE89;2ehoRGOrx{?G6(Pa1lMsOb4Hp@W*ezq7JO~#S^gBL*47+-Qj6P=wNCFsv<>jVEAQujlEygO? zT;>N5O!l>)=RRd!|U${P$2uE{XFa0bE}M>{BY(kw{9sypT*j$1Z`ZNR0e4ebJ?Y z+NJkcna57AOY+t%WM5F>?u2D8a?_A>Y6o-YeqImv%(fo%U=}Zl`z!kBCV}6NOOA<3MUa(8! zR+Z8vhdlH6d%9|m{uq7^P9u1O?AMz3(`~Sgkh_jt=*PNZ$^G_9fol`;Yf(qRl*LA* z#%_*A;pkksKzA|iSXJKv?*V~{(UvR7+5GiB=0&SLYz_|IlF6t&n&Kr18(JDv=ue(D zRmNGknlz{4(L!Z(Y!LNu3LQ8h9j}KTGUT3l`#wnaFaAfc4Q=^$G}b`!FrJK*-3JqK zydYjn8daB0$Ga1KuK|SPbG8&;>0tA-3i(hMrnX=<7qot)Z5fRsqjFguJQmC4&TxT` z&0%D=C2P|(zuO1wvt-(y4*T|7eQ4MCsFXJfsWWjduKse4SWG@e-v8o&!~p!ITuO=P z4t;KaF;B{qB3w;oKbq!~N0y0?UM03=M@KqfzO$n7}`1nH6S3e@KAlymZJZiGHxdGT?9rIy9YiwS{Q?uha*hdE*f;63Ed zQbqiULG~nCOB4V&Z^7F)n~JiNs*64-^7ucDokNf&QJZkfw(aUtmu=f!wr##;v&**KW!tuG+g--{ z_rI8!nTT&On~ca^-pEB}+*9Ez(|7@K>7b*i$VzLco+Av25mQSCJW zywXR2GqaYv451^@mJ5uy=(V_6!!@Tjrzez(lU9HlZ1G#9wKvKs9J%sg51iwm(iGg? zn7r<;5TS7EM9K8?)sxsHJPz|G$q;IRTVotqs)3BniIh9ng@$&^a1 zfeF2Dq8;g*vU}t=0h8?3lrad*Ez~V=?$s5x4W!1PgL--g=DDnV`9GO-5d3neSR8Ip zo$(%oGp`TT1EhA*R7{S)YTK|js|7r5s-%u}48PmH1{TQq0U0`8K1*b8@;W(Y4LLCxMQ?e@rzL+qLlb?(U@v2*OZte&5jBXfgYf)b$NdphJ_P>ewoPdDa(L!-C16Cipb0{hYzvWOp!LYuizk6 zS6&d}J(LW)8FRR|XmlXK>T8=MxJ%s?)Kl#{p1mhlRiKZC&UgfWG5mPpd=9VWF(5>4 z;*F-C(YU6p8-kW5J4KDXuU~T1U$(|;m3Zz*02mL{&Rs_QT+t}pB&k!5NooAW0FNmd z9hwX>IpKnEkGgsAv4X2XIz3hZiVyJB$3I5(3X7%&6O?>^f_qZQ!18ylIVjRafMZ(k3>(26 zMo)d5+DXQI)})e7)Dp4=&%&C~BdK`ds`mAsBj930X5O^LC{xQ!Ru>ZVU}VdGwWO^1 zAi}NiHwCz`!d0+S1(-&8gSIC9hRN?S*D6S4Af2ZkjbH2 zhbI@5fSuzVgx5i!ucl;8F6GN`R z1EUxk-SeyIein+KS{aA@E!d(lInaKpS>d^#@{uGO^<`-PnJRj0o}4yF`yTDgNU{Q| zyW;D5IMzEG1a^^Vr`fh{H(7R@^TL`;uTdBj;ZjjJ#FW1e8QU=Q(~)hjwV|DV1OqdE<09+yHNglb^Lyt}(TeUV zF)+F{F1;@v@=>7uqWBP|Q>DxGKWRKT{)5JYnS+Dnzq}nRB-|YTT?qM~O%P@#PIl)1 zqs1ep8B$eu9gQJ6d{5yFK+hej&SKvS*%`Z;;5s?Hx*55xp z(%&B{EL#cd)&dC}jTNp$baxFJFcJY8OYsEB=MdZdDxHZFqvS%MzBPtFI)ZY3fOUF+ zcX9-2=i-6@iiYsQftJYW6<`Tba^&+7K)Da(r-W>JbBR=w%*45UKf;9>I8`K>?&b~Q*`Wus zi9~e`u?!{mOx*IJq)^L^k;A^E)jyN^z&>qU0dr@eS7vywLlVC z>ZyST06rGO^OZJJc`!T<#S`}Fe8_#=G~5-!(ed6M${rd-5Mh8Jzy;>x7A%wKc~3Aq zyLUQ{|J7rC@H#Lx&Mv?=KXq>uJ1i}!f)3~G>J04p{=N0E7Zr+%Y7Wf$27wJ+N7xAG zpUQ(Rm>xJ3cX|us294*)HxY+EcK`AAF?pwKgyooCJ^Ih&5t~j(QBzn`IrOP9>Ca0^ zv3DcHsBSMnLWj*r6`zz8j6XIz3HtZ#mhVsLT<=Q%z2Z+8b69A&@Aj=x-}l)>J>UY! zpaJ**%;&A{#GT}EP#^*j<_i&;G5qZi`4rf=1%!D6s=VF)1ZorjZ-1NW+S&o{SU;s- zfv@t{`7K2L%tR@d2cKM!GIyg|0bh)2(4VJgw1M>b4DP^7NbW2FgAGk^>>raS1zXxH9{2}An3cth^UB*>wENt%k+dJt~Fw@hz;l% zNNjP|dnq$GwU5;s9ut*@Y7dZ?-$unk0Ejn6@Z0{9_-3Ot{I zH-+#Te+p;{=#zB5IxOZ%fs8RcaiZ-(HQ0Q{K)eNBl>+l6OVk=5Hc#T4v3%SJ*Zy5)9Z7S?@+ixN~ zJ6CBg+h{+JGBLP>sg>qJ?ab%>C>( zviujR@{F;04X<|ZM02+Yr9XGwa6zewJ8i8OO@nBCiL(@(FEpANwG`F#uR(h4R_Duq z6R*=MGz)6T@1fI%gC#l%!^*~O_B+7{pTthMDNcV0vcKY>?x;_Y5W>3Rm_h`eqoZM{gBtt0qYy}TF_48R!gnP2eS4bYX%ZxL(K_@eF zyT6b+7GZW$o@PK3NWte6mr9M1C8(c_Wxd2$=Ns=JDpEVC@&hH|vl$sSDN=L0fNRc^ z3ilUdgfu<46n*5ahix&cbxdB#Eqe^;GZ*0jIMwE#Myfh%;EYRnHk&mST#5NU7#yFSWm9YXDbZ5*(LC@cv`$IOWSfRl`k`m)oa(%Y`ZPyZ8MzjdN5EgNiJ&+xCZ#o`gAc~(t zVqz(=9_*PD@H0C!*)wMCq#D1N=RyMnPVVFsrX#?S0e^RBIsk%;)0lfp5?G49*`UFm6E_bj3&9sU6ZyMK%#+&z$Lp&(r_s%x^wVj45@Mi-rs#< z@69r6H@|wY047P7abOuhJ1JxA>5>MGe$~VR>JwdE3wn;6Gz$hDZF~Lk5Rpc{?_cIplb@|NJ%or^ z=7xkYL^C4R|I_ZmD7e$4`md6If#{NDm=vi}PV$3SXdj4g!m0Rv(}2Ehp~!w?ia^)_ zY<)lPYRs{=QkCp{>pydmtq5r4?zXNnGSMqjf*9C9q>+Y=SWj&e)o8{S0D7P>aq zK%sJpd6gi67W^ukpg_8wZxDu{16KX^XjN$xqz5sA6PdVh2mXLKb$mI5HFXTh#pZXM zQ&tqrW|t;tPkV{XC9mx>`AB&I8p8B<*g{YtdB4FyN!cyhPj!bis!W&+2bii^lFH&6 z&Gec$Vjd+1o@;DEOp?Y1E1ngmjTK@c`;mpaG{_EvUYSqgC z#JD!0+Kbdmc2m6xBH2U_U7%DycOA1Ben1Ha8=L1Ik!>7sPE*8`P&$RZCjbLc}%RWy3R5_iOvVs4x~qY zi|%6r-_%Lf&@cP$v?Go$#SS$Sw0=@5W-5(^;(`2<$RrER@7!8WnwQgYk!AeMhvC(U z-r81Wi*82T71CG8Jps-2(U-_0D@ytD0r6I(RgzfJU^YPXjL2C+_nl`8;+6s&bW70C z1K|z^|I#*BP6=P@fayFwKfYQU`MjR+Kcq+zU%P)9dE4g@MHpP^qflLs$Ryh3o?l>O z_IqU62?9SN3eDA>eM8%V{ju;Nv_cFuNIsWiM)Omdda(?KDcjNA%pBYJ9kY={5^vgp z&+;?H_E9Cop^#39-~pwcazwQ`zk)WHOZ1QR5hJH2>#bwm>0B}#W$>6mboJ8@`{}rl z9>Gff{H2ZF`hQ<>FD$0thYOq`>$Zz;)0GgA96|Uk)zNYe;$VSXpzyxQpwh5u>aB7w zAF>$}>5r|ZoQFlDz@WVrj*f|DJTe*L+%x9o3r{ZXqwdadn@nJ?cdj>PMI z*MoN(=Q@Yw)U>NK5)TJYhlt1W;27TBB5m?Eyv=i}5XR8{27FpQxlPj@F+Wcb(rkUe z_-|{T)A)C}HC3?!z^gufq_sjyCwGaYy=sO?NS=PO`$L)ktze^D@H_CTjb&1V1AS2l zLt9a$two}n`@?vM|BUY!c1(SVoe@zpe9sdOsVp4)h_SJ{~U!mR~(rnv#L z4alkI0^vn2%}tn)H$~PTB~67zsNh$$MJ&ywup_XW3>OQeYV70hWLxJ%hjSwnSt8==Mc6wUDgx6Hh*?vzTk2(?>JkevUF8k@ywk zv45wfIw;BzKntwN=@4l5{Of04e(2AN4`#u?qS&DAdO=&(oh55;Ur)nRjDI(6tAz(& zVq?*Tb7B|B^+cD1LBH3l!34oJXWn;HvbqcqHx@UfseJW;1_~FVE?xMV@$uw6D)2}Q zJ7bC>Is~71DJnjUGL7ttEsfqPY3tcvFF2N%E>3NctlK5I8$%fn@vy}csrrcMPhkS; zU?$wow`Fh-s^hud*Q0jZF;fK=3}_wRQxZ%I4@Xtz-N4^bWUq|f@}lJjCzVhsj+a|( z(Pr1~0~{8kmjt;9@WPRF2F%*q$$IB>!oh;8&#F#tHu@}fPdjH(hl^_Hj3`Rqh=-Mg zIL9595@au+T^8RVYYG*l9a;R6srE|Si=h}F=Xe2P?oc4B)|LeMs^gsM7Agyv10Zv+ z500W(qTiw#?=lA5u|jR#$m*KYYlez;_(iBGhxYSBv;CK~Gk7B*8(VPYDE(r8{`zJH zMa138?JjPbVYJi}z9NLc{L-&IS3A9)qKYAX^D_*U+0vKn5;QU1X|y!BN1mfpLnb1F zHo7b#hL*rYa-JN+pmo^YgqC7)X3@K@w8366)ZA3Q?BTD4RQ7;#UWAS7pao|eyodgg z|D4RKiL^+eFg2j7%6dX*@E31rLF$|?1@b7B>PS#!VRAMlhT&h zs)a2!8(BPxt;+1*vD?UX3933L|7a=!xGyaQ!`>IwM4scjvSuBBv|Ox3dfRI9PHR8` zBuzR0&3d~!TEEHjYog|@{-%)$nqG@<7BU7_tbwHS`a1QgA*D4Hxr3U^o_&Ik__Cnt zdGQ9_KAwmN8xTAj)5hG@7whVyJDHi1MwXb*KV^so<95{^C2GH4HS*osww^=Zi>xts z+e65}v$CJ8KxiYImc@6pvhCkcPbj`Hk^9{f2^H*qGACU9X4t~<6_pUP;#wc)Fjz|9 zgg)$@k6b~y5a~P~G3Te~25;J8fv^*+XHVBdQU~d3u*FQ3Ea$#lY6>EQg)47U-pZlt z{Ss)`KHP__$}l5QZv1PDva19Hx75*4F}aw0+Ul_zC{A(c82EV&vnn3c?9IsYA;-FX zlN-8zWx9VJ=lBdwVbmpSst_GC*RHw5pCRpv-N6IRxT%92cU-M>=&qLLs}ry@!9F+& z+`%u~G%W#*1%5h}=&^~uC6P4I32s+m`AA`nrHjI})?*i}AU1sW7Kw-`(yTw6xITy! zm^c@fdP>hc5!lM`V+<5xx20LaIL85s)84dZuNXV~zOl|aoJsEzF@pY0Lir7O+LN0e zR6LK-`*bT^f*T0jyMK<*3)f~@^vbD>&PE?vsi@>1U;}rV<<6wDe*Zt-&~~XRDm6gU@v|E?&Ra>!!7&$FvcYvyTb*cA6c6#kzN;*z+j_ z+VW;&#rr*1EHw*n2lMagIhPBYP|=IgpfD8@?2~_a8%4P z5Gs%v*hJVbUAnH=D$eC`Qe>s&Z+FP%=brWc3fZv_-)z#WI5Yl62)#JG7_Tn69n)_# zze?)0>!}?EDqppZ53i*H2CWXX?%zV{dv7z=mc1u6xY{)<_gXy)i@hYTI_YpIz z1|#c8cCE=5Z=jby0a=DJQrf@V12L!RbUd%`(kUuL*4Du~Q^%8OFZ$3|k^3_zRU=>Z z&6+b&F0945AHF@cRUPY8GN9;wEfh{9Tk4On zm|o-=7_3o2LjGd=r-v2>x9rb_jq{VqJ?V3F=Nx|PKa@`@@Mhh_5xe|9<4UNql~j$Y zN}f7HXvCUrR_w$RmK;++*f^xcMSrg{WRlCZEo zWt7LdSQ^s%5+|wri|17?heLf_iAlpb`OAV2*AW_4*Ueq_sl;G$Td{3Ve#y#d{j3m< zR?#Cbmp+&fohs-Pw_-;l-ga>zz#Uin_DJV(d)DQ#Hl$fGxo|drAIma!bNODIAZ4Ca zkhG!h9jD2FolK0AR|dW2P9)_36l+GH>0a7`E>|ECXUX}+!T4FFg$~#-SA6PWJFZq)(Nt6$BPE2ZU&*@{MW!()r+po^|M)34f*jkS z^J2|4$`}bfw){+C>x8Qf?TN-Qlo}F50vc6wjI^qUonO*(n)6Gp^^-^Z@v;jvH?*PM zWmI99RT2pq|IESlP4C+IIz9;}#je2-_0N$zs70s8rw8?*$ZDp80=`-N*u4?m8`zk} z?tALsGmm4Tqkb6VlL22E@(7BG^2#jIU>`LbCbewA#))_cXx_!_Z0w{?mzY+hPVVka zFMHGhE9!OL?}8zmdh~;y%&0}#Uxq`E0h%k?$8ka@kBq9rPT<(5)8{(u`j!a|g+rcH zlPm79KGJvQw?&1v=cM`j4`@Smr|1{ABwuXx-+izLoM09DrTe_#czjd*;rgfRZ%iVTrf!JUYf@ zowJ4|PySO+La{QnDfO*cX z(XgAzR1bKhio@UoSaZcFlJS8X?B7!aWUuC&tU^^o?i`|nJB-;&#F_M5aL!Wwl#kHJ z*d3~$h0{~j9`M%;!Jyh9lZ_f-?Wnpat5QA&sPL0~+$pYj@kSp(BjGe=+Ehh;1RCA% z0__cqs#4^P`Crw<P~LRgLm{NOz4X)KKP)aE1wLI844uqB$lofbL~;G9IiLv{RsD#gA1SFicWPTjh)Hk$Eq+KYpV-9 zpNTMNR1?a9PM(xPhl%{X{ljYc(jTSgF48b*8C^xrXJA|gFE~MAuC4mSq`kw!n9|Oq zP})+o6H{$aZxADos7DtMpGwgd#*1}*446XRQq!k;;;k{MXWRB9`Oxqh!oj11Jc|rE zXb$0OuhS6V5N3o~dHpPy?O|9WFFwMiD^c-w`@xZCui7e(O*FEjRoSf0vY_msV*V)v z@PH9OHo20z9`6<|P+a-v$MuG*JY34njXj3?+5 z@1!t&oDs_N=x!COVLR|J8(+nwuRvyRql2K)yr(L%S<7|;oukSDmv+O=f!ZfZ<{gde$09-}hMiD8#w{h>=AVLxI4;$| z*C~)KfN#e0hGrO&o3oALVb%zewu)ALgAtLNJT{=k1{N&YNT+ORYv^k43|?VQ4bhD> zi(zHV9{V9h#(4F_xkXm}lDFd!ZwfLbk<}OBig)<^H&#vgF1hM+%&DTxtEMA|x z_9Lt1h8AR}#BP3$WTu(9eYzQDd6$xnt`9LoK;oL&M2I`+PLTShrmWCv&~uJo=F%Um zxDOK4G1IblZO~t)STIOF5m9#XRwToza`V&UR^Cl&wb(RrRmdI3CZ)REEy`gJOz6!a*R=&?oSe{?kbfQ ze5<;V6;k38D)qZDzp~GS*%v6RO&TD-*fB#`?}i6M@3Ri=!>!!LW;CSV33LzJT4( z-0BSP(LUo8Gc|i@#ELucmQ!(4RUS5x2ab$7C;Ph@HmLXfb>Q)X2yNo;mcR-1*2dWZ z6USy$4bmrd!Y|Ps`=4MwL_?f^l*@J<2CPkEM`}73vigL{#%O98u`sfcRU~;j875*a z^;5l0TbG+u+MSA*{G9g`uBmuhY#Dk(njkHR)ELMWVyH|KBu##ro^(Plx zx5Y(>Q@_A;Tv)7B*rnahLUb#2^~zv7UpH!Iy@nne6@)Y%Dm%b5e4yg@UqKs+V;mQs z84am}2?*#8S&m14|CmfRzq4RrJno19;}Ad}d&ojsA((G}YEAY>BrZ^-Yly1@h|?jlyO!beneG z;&O;K#kvoVQ&UUxoXw>G(@y z>j^BsT#5uX-C-)dLML>#zMbQ}Ndhsa=HT*!wZPGk9juJ)QZ9wnAC<$ccARulEDPWK zaRDCd9^4MMk$uu69OoPhlk>$>j5nFJXsRe2@6Eiaf77;yq02Z+y~g#)z;BH;_+2qv zMtZ|xRBMS1+j$MM^Nq)=xXL1bHNZa2qFIZ&zTivnE(e3bltGg#gE%xF z8n^CG=h4I_a)~ee3~rp(YMD?u&g<+rhZeDq;uAR7>V=9JG= z&C}wMnx?ErS~o-FKs&VV^dY-Ux4lZ$_n!gzZD!i;P)B-ennjcIE)-gp0BCThtY9p) z(P~H~N4IR+xeXz<>otR!QFMnLFxHY+250+)g!^$Od1_;mC6~CQbmPZfo%W~Mv1YBV z)amqhV`RRQBA*XRK(Gh!G!D9$2 z4G0#122b%2YS-I?7>}8wpg>Rc6|a}GPYxSeO&=Gs)<-AmCnFcvgw&g>D!%^tlXP-D zT`A_^#$|%1rbQoBP5BMCTV3sKz4N^FEQ+Olqrdx8Zh~XGQsOch4;S4WKzbI<_0#JDjy_kl;3pMK}`4q$UTZ5KkDts2XHKxbrKU3-zv2nySSSx;}a@mFhvIWY6;A5#G;RcPEYmCI2Q#`F{L()tK zM*Z}1th_DURgX}&b&`^h8$gAhdQGi(=c&4Qh^O9dVuH#tD0hrymV4b}NG^Z>8J+7D z`!uAPkTK)QO)OWJA{ODnuTXJkr!`z~Cd;W)omlP~NakJSg{nrc zC10G-Vy#h7_}UcHav}@18TQRzVyaYZxKFgEG+0?3!kjCLqt(HrQTW=a^x?q~2}fF~ zIEJHX)&xOKqL9}qT09FLb?UOO6ruV_ZexE)x$_vX{9rK6C#Os-A#lt!Z_2}+qi_ol z_6)_re%DT!i2Czg>sttsVhRU093%QDvdq*ZcRyoLATU4DA zP(3&W{?lOx!aPh3Y)6!nB`*n+sE=jEE=DXnLvl?a7MEaa419PNstOK%PJ0CkRrP>J zLcib{yBaGVrs}hAr4gV`0@Lj;B&nlj%aTPb2akkj$@GGnnRxPa>veEm$DBXIbYdr^ zKk3^PTV}u>sb@6~co9kPdqv1SIqmWopHf>F5T9LvX*=6$$#a9AT^Nzefjx8}i~5_{ z{f&XoKG?pkH~0mzfz2*_48{VxS6P7c>rb&#wW(8w)(6cktKKtfM%49>HH-&n9Z6OD zGSM{YgbsnKl7oY)Zy#zvCDX^R1J|y%tMIQ;eEmjbiqO~4J>0-zMdpr2QaJi0L3wO} zT>%^i!NA>;Mmw7rMIzdW$uNJRkm6D^Sqft1p{aB9`K3djJo{M`hJ zuX%5jLr|GGCL18CoR?(Ko9%Hp_K;9O5(bQEXsDGlx>Go|UzSOWmpT4&&#IIOC-+$o z1bdcuKlEzxv)*qty6mhn$=nt1u>v*KcKE{p7haEqV*8Xll93-4pW@+$24O}vrGiub zSabT3QGd*Lkt&~XPTk@rN%Lw>rN`dCuAN9N1}BNT#DKDcV|Cq0T1}*6F4YUuEih_( zMV}U-8UOKF?OD|?IDS&2Pv|PLS7>uE;l$(F9O9t>2J)?mzL9r{4?+?Q(D8E;o|pBa z4M><}B&7m&p&Gqs0pBMIZMt?#_}PZ9(y1v4LQ0Z0aHUQ6tIhq3oBMr^HS3*eh*H4! zaYZ;mtP=VRi`E93IdR~VBTCHcH|dwB&`cD;kj4H7dNG zLY$4w3L{wjcUctaQdL%P`?QrBLFQ>|&iV6JI~hJo?JxC1$9gkcr|%AO)RRumA6RPu zpGq9i&FQ6q?;7E{G_AtXzo!NO_Rt(g1;lXl_}|4l#4XQ4%yc2Ew_M;yv;UHF!(+Ov zx$D+rVQy=|OzL$4JJGWQhq}ueN}=wVaHFI03*@asl2E=Cs?|gCV-l^j6Snt%-v~aX zt*o6&iwKvQQ>2N#f4jQd9W?xQ*f7$4tRVNB>A|fcIPz0^_iRsosjyTeA}M!RGny+m zC)sm*d^f^LZH3F_h4Z3Cx-YD~-=bQG!4z6&FYM>7e?%^myph2sZX3^eL5QqF>uU4K ztX2CrB?G9rfOpD@4^K>!;olvO3`~uxGc!jva~o41t5eyRfsRtLwfL%v7BQ9D!jcy- zcIyw?&{Gnl-6jCrNQ_h-b5;QMSjwEK(RHHipj|x``|s&AL0FBAK7(hp(y{(tw@en3ihk110H`+3gnxU}zT#TeU zv+4z*wiNAXp+scJ)D&LCP|ihs&IBAsrh0C@h2$7xmiDI3MyTZCe08s1DhK5CoE93wHGMu?5>vWYxZz;G=-%$KAjH6D|0=^=D{?p-g<;$!t6K{`--Wf*KeRE ziJzh`KcW5}O3u)|u%8c>>n$U4Y+~pLFQToowG`{zd<~`aaw5X7`4;G1_|_LHZ4i+Z zwN2!G$FUOER#&y~0{!YTxaASnnd=jnq!NsjA(Sj`kESpri<@lWf1ha3R8x|)i_2G# zUX2W@KzR;>c~J}LE7mR^LLJ{J7WeNTsSm_ZyW$7&&UM=MkWEwLlT9R_s(UG~Lsvv` z^9LF&eXx3t$?1c4EZ6wd{;sRW$o*N*fW9B9gSg0J(CJw*r3I*YmuhpN*2X{Xmrk@j z`hxp~WGOIuK9Jou(DpKVF&amoR-0<(qeAIl4hj35&a&wrk&tZ}9XaGY|4G`yk@NR( z2;Tr^hNCTXdbJtLA&Jak#Z$j!ruw5g|GP|AxUol(pAsz>L%TwCis6h3F5~J%Pj=D< ziS#SusA<2_I=r%{8f0-cAGEQ7uyqrL)u>3xb@8tO%=JPwevygiX~*=22Urko(yLRl zZm>aZxHo#tqOZ+O+>7tnNrx9rJNWWH-X;fi;a)T*K|kJe!*f)dY>Ok%I$Py0fW^Qy&Z%YVgt?s@Y4to@df-!$=>nujn z-dL7|)|kowW4VUd$9B1~5Zi*RLjH#-kP@}TuafTjIYy|8@H94~Z6I`p`U}y2!cMvV z19r;7!p-*I*eNqRI}7)J-Tp7`l!Kdz{r||FM!!HR5o|0#!X4h=1tH$tU~O#&@q#1V z+@NF&fk6NO$SD86DA(C3IMbf!(hIEhsx1%F+V1Z3ZocAIil?q%fyvsy1*g2S&B4{g z$?ya%e6Y6uIR#>F&LLrLt_}eQ#~$CvekbS*@q1QCk}5uj{#Nj(7-68q%q3jnt{{h;QD|xm(-bb=0%Gjnj&%+Swb=C)KY{QG z*37Nb_amy1od~$${{DU;@PkWe4eAVrg}DK844+#E#BPT?6GsbN^;%9y$RZBtBs}e~ ze`Py6IdpV#GGb|ZIAnQh`5hTXvf+Ao3<0(Sxk7@TU%mK&imjuPPrk>`Bc!H{ly8aL^p#e>)r)Wj3S>YE2u(Qd zz4`WiXOtw_>_x`UNMBoD!(aCbu$=}qC$S+BQWlAwU*FCkGBmY$Pb)}hPTKzPB-bF1 zZ%(-H?BA`x2c-x}0hPE#08Y=2522dgUJac=G<-*qFB;hIO#ZaDp|!R!0dI117kQ-< zWR54FJLNTSn&?>H@~xxz#TX1E?oL1)+c@0Cx^?+So%Vn~xZh?Oe)!9?2LQEo zJ@aYChEIUjB{?xW0O7Tjt@qwg2yW?st-w+l5)1UGUW-Emw{}K>7;#0F)^b zi0#A-o=)*iq7IU@L_7p#nD`yc1uEz4Ki7#p3?#b&Fv|F&zz0abA$z?PzC+i8r!Rfy zzf>&)^Iu@{fKeVh+&Evtx2MtBazZ5N@kNnQ)BeX-RsQ3?+*+T5!`^d(G+nhMNsXI==UsV@Z;M|qF#dwM3P0RqftF~K-jI6#76pIu4BgPf z>js4OvADhe_moVtz5BqQ-H}m;-htV`p0r(u5a3>Ko)*a*p=D4Vla0jywyhTW=SPnW z&Tfp6g{t9iV@dMJuzs8V`r%_#NRGf#7JA3&dvz|Od~`cc+3a@-%Y@hA%kl~&j=vh& z&W}kijs2V{kvZleZ%)}e^L{FJhTq>a22ohjK35wny@2=f=p9iX9$80#bFti)1A*|;$KmdrET%4H7rWlSui zI}v6*^Q5l?l8wjSR<(_OzUlY6G%6-;)}!R3i{C;pp25s~!snC?Kv5{bOl3KVwY(ui za7GxatzBFAns<53QHX}50v>qU`i4`Wq;vXKS$istP$N97fSu&>TyD$AH;ma0cuq!E zR)}e=v59c&x4l30r(QaFPDPguLRC=s>dgq)Qq0PH%+gLeA6R_cO8UmJm4NtXcw~4NZ6gVS5)hR8`4`1in;do5Klxa_a=}F1S2?z zL#aP@6`JZNNt6=F&koyI9?hX;Oe;Na$3sk0<>*3wWKzcVOCE{7-0&dCG~~(6k58Rj z6U9N`Jqr?w3(4D*h2y=kb5K~Lh*57Dic2|JGSl1N+pPXQxjr=ue;x`v+>44kx85lH^P$K;_!Gf!h#llW6dw-Q?bZL*f9 z1Y>ROI}A@HmC;e9p@LOz4zo31L;NI*t%`rSfd7{HY{vjs4PAR1J71Wl^wI7DBYm0x=D;@FO;59(3M{gN>aYx&&uqYBUsM(Y#ia=&zwCx|YuQ_wbi)duDKz2Sk;o z8;%%Ou1;;tNX@~#*t7&(LIBgG@%409`tU|Kcc{z@3-ZF-U!)9L9r~`(5!_pNwU7dJ z=s%`qq;?Bc4o_(`?5ST)0jsu#A&}G_(a`Ob@<#kuiyQ#o(cq>K1ozOFq4`eH+bJ^9x<5c`h`R-#L@>tG2xu zbYx$hhUB~=m;sNv*~4bFTWHfWwqOh?eEfrcH-#?ISEb7fPvn#)R5?$rv5&7ueS2}k zTjd>W!cmt;5fX<@F&Z0?A~4SW5Q{rLgD}nk3)sbs75iPFmc@Zu*u!iFQQgZ_GhR_~ zg;S13L^9077mwMu^QH3Wyzq?>6TcR@Bx?LV=J$b9yv;`!`CMSI-INEm#?M8Idx44} zh!xC%F}xwZss==9T;)AccE*taEMoX}drl^?1d6*|Mm?WRYbT>T=BLg+hvZMi;vm?$(i zMCIa7mAywd@#Jy?LyCPX4JmGoW>DrU5H^A7U)1 z*#djDCV4nEdM-s>sg!RRSyW6pF~2T1VM_&6l_U=;+=YK29Lx{ktBKfp!oal^u7-&H z@<^MP_#@%pxA=uaJSwA|n;3KFDyX+|+Achs(!X_E@q=rqfEZ!@@3ImKONuTkwV=A1 zof|=_?_#HlvNS#FG5BDh5tArTZ+w_7=9DdD(NG+iCSGVC8sG15kK37U#X8o}h z{@I?e{se%;T{1QdhtY3ok4NdLl6TvnDv+z12i9TT+ za1942TvsJ>%M$`nsPt`mp$MLbSiVxoPMFovs$gFB(n4yr62v$%5Ox!Nw24h=Jzme| zFK)-bSr;5n;mWx27bs&l2pI@Q2Gx?uKcGF0ac>emdf!v<=hdUrZz{+~MEVz)cx2Hv zxqPy`5y=b9!lsEe$Iq=P!d6M&QWk^|ozue*EtVe1| zzPF#3i+r3{+CdU%fx+pzij%js`jb>)?3zwrrS|u)J1+fWi7XDea)?$Rzf`L?j{5iE z4aXlJiafXGJueMRyqf33277`|`|n+O~M(|PCp z)yQ44H2#Mlihe=~x15F3IX`+4scc;+b-v%u(`CQbj`|#mFR5&4aMZvd)XVLPz%D%g z39eNq^aDq%9nR@&=La@V&592wAhB_Ha$Ch!-5LH$Axo=XM9!=>vmX_L9L+q#EI7~h z%VY2kD+GJovY=mUfGH+)ZIcv0+4&nCq^yLykrwIZf5Z{`nDno8D;5{6!R|SL*J)oH z%qT3HI}IW)!A*%@R248`7kVxkP#~GnLP|5cUOn-kVi!PPOVSsf@HR+n_G0UWl#4ok z#7z%*n%`EpOoYO$ybFp9?F&4jjY~YJZSk4gbSWd)j6m-SCCr9D9N;0}tvM`9pJkOs zM59ellq&_hTric-=hh_^iz|9q2IBr2U+q;AB}*Mt%SD(lNu`BNddl>D)F5Xkk01+0 zgV>?$vBvu4r(t!Cb;~QVL}#4xD2Q+lbr>Sjfzp(}UrI1yj>as)3g7XCDjD<<#a;Ei zgU zuqAGJujPO;sDrn>$ByDFC89L3;s#@SCK0w{r`gX$ZjKEg-{^IB7X^1}eTQ@DIGwr$(CZQDN2v2EM7ZQHhO z+s^x?DuYyIkYWFW-o4kluN9O}tm~mzw2upP;mq#Y$E=83c&F}pM2<3B$aBx|H!2Lz zBcw%CE4ACRiqz9lOeKd>`{?Cv2;4055=)S1#Uq3W6pvRpThg^W`|nA<3w-y^C3?>b zKYYdoCz+k&<|+$_3cJpUTYXxm)JSD*G#|_?U=oVQ7;YP|a|ix-V-FU#@ZgOJPNFX_ z$n=&!8sah_iS4)d`CSl2o_VoC1D;eKt}L#T{o=?#YWK`<8#zjEsN?u&+=r|?n`r6GFfRzhJNDK=ja@sip@_Cx6x>p;47&_{szB%VfO%veS1yhctWKvZ<@Fys3EX3 zy2VY4{s!A&9Q-HGS~CcNAD=&nw1aQ9i=t<5oV)Fq9A%0ly{vxTHU1Kz`sRV~sw-BD z^Tx;0Aly)S9esCMhxy@EM6{>xkSb-j(FHaJ5y8;*-+NZaYo-rU>B8;GYOn^h&qmdS zM%soG9b*p%*3x^e0AKbdQv8ItvvcrrH-rEEln;x1DOev zV-0%{#*?d0P)12Fr5Nb26mA8GS*@&T8LZJVCfqA6D#VYO8lR#$q&^1=)yY^$kn&rd zbKDFfh>(*H?0&~-3C~H|T$fxSU>*r@|xuav1RX zh@TZU%cKKC5s_GBj!_7#B-HexUg9 zDH<#=DzElJXzV_i0hG8S!MKUrI_@>`bZ33)ZZdiuejBm-Y;u(os7%?{M4)lhm5HL? z*wg;e#T7l=q@-E#EaByBYev+_UH>+v(a4;7G=xxMS{B@Mq7=( zY@RdA_EMgM+5C4^y_9=sG`PIqP=%8)hH!Ya8oh#_V^>g!kGc^uLF%(|R%kV3_pr85 z<_E!#m7W-Yhqwuib0sL``Hn7Y}hWE#85y-zBEVr0P2HB$&ZteO1pw`4p^-#=kS;x5|k8FREHF;ix_( z?xM^Br(34K??1^e=Hq(uwmv|(5sLwHEXEwpinSs>OwQ)dE?eA0r%L=n1mvKG+0Nyw zrZYGJ82}u|8uZbShN)qM*laeNe7&2kTf*S5$Xzl^1M$Ik@ggr^GgRlA&J#Eaupbt+mlRUOJ9 zB(gx?*q&4pAEH7GF@uw55%=c$Nad!7UZ<%Z)7}0_fM!<=(DXDx0WkEy{-v`Wjj$VJ zX)S3a{+(-03a&;wd{D;%N8s9)o&lvB6yc8qaX3@qEct}ZeqcTM+#Vxa>^F&&=k8Im zZP=!lne5hKrDLw@Vgc-bUD^lRT66#H8(v>)Z(di~(}CVH>t|@SjdQ&3$7*YzX`ohP*e3k@?xgB!#!B$vZBM`Mxe z%ezLykna?0K4DgZm@E3AMcv82#RQpIHTkKgbzC7*#iNp4&Q;cEEG6A-USl7~jc*)n z$%&v94SKM8Xf&@3@e$zfaRaQ~E0`sl20*g(o0<1G;!+c}@nQxy2%5su4WuIXRJspP z8e}>l$^<*OzgCo7fz=tEw=sy}gB*Mm%b7JZlAWw{^iast#1=chtE&^silLqekJ4R` z#uQt}|Dj$XJwy7!-F0Qa zTK$pF?z4uo*}4V4W$Yzav{|hD1@wH{`7q<$ca~uB!w1cb0WQ(+D2Tx)9SLqbpy^L| zPr*@igy{P>h`fFc#I)gpwUPSZCd{z#`nwSTDoeLn$1DgEnGT!_PAHeS8^F6#-S+zE zWAcRddrH|*FydPU$XzEzz?x3dq?qm?aP$=_nxJM;y%btYvF@@k6qZwQh}OBfOs+SZ zKrNA3&~S7!$F58`SO+OsVvW^6|7Cx3JcJc;Rzf3l^s0C|kE!PLL(LXGLn;Lt z1S>?l5^$8&z@BioaOCz2yjtc;$75`mM-P}Wf&X;EQijU;mYY6bP5|Q(F;+^iMR2)! z*^7$!12opV&lZ;mM&6fDEboq;%Km(xz(XT3go{$l_|Xf~qTaHprz!lo}L>yyLiUk?|}~qDuY@h-ldoTApFKCLImB z@9V?H*e%tRQpMWg#(935zA^CI4Jx>SYcsg;Px?}kvzl#V<;jS?h5Q@`qt$)@&sbxb z9fpRjSNfAw<1?djar_4-3!);))ffc4mma%&gI&p2T;-XIyqoAZ)FW}35p<8zMMbsQ z2wf=OY0((rLel)xQY$YnxWGT8J5rd=R}~LeH}hbLdRC_UnG!>~oKh1j6lRXnw9y&n z7`@S|UnA~gttF4Fd4}kG-&yozeF_PywUqFY&zMS!Zemm_9yZ{lmePwX5bX3(4QJDJ z$CX-R3q&-dMKH-slQ6!w-I_cxC$BW`>?%%d@SJ&}aWb)Wx(4i-V7P-38-y^4=?pez z5G5Vv#t=&JO^h90LsKwbG;UV-ep!ZVM@W0uyAagcz*8(XTbntPeS82b<{6<+l$f}` zAI0I{P)giT3ry52j46x=)!Kg($z`~7a10#@67OIb^kbj*TNYhg$H#Y*pR=z@Fw(%@J0S5$Y(AwLg5%Bu%R~D zRGieWTj9)9_G1UwOG2Mk8rDJ1>b#rK(Y-v})MTu#THu`Cg?GQ@w%iiys>zeBTbQ6Y z_@%RTYvF zW#Me+Qj>RKOZwC_aKz;BZ*U}kzE}?4| z7)~&~82D%j+F1)?k|8#~hU$cAQPW(i00K487 z_;b5}Mwzc6nm!Bo{8?r==0D6I4Ujs<2HYoXUeApEb4TOgbDENt@*LG$(+Qd9?Y_fP z9z}ZDE#{G|qTrrO#VE{hD#6}|@EOW*9T=$M%O%@gUfD zqMG{W6QrWHC}_11k46^vP>666noD<-yI{2g&dT3ow25mT~s$eEbl;dsSjNG%5e(?hLm!oJHJGOVqXcYy&(e`LZ@Y(ymxHizf- z61f7*^yNAmD32mjHg~YEC`uUlib?u#Pe%Mf$`!+qnqGN5fL*)+D38P9^2`dzo-Z5U zifeSKd6H|@z zEIZ4I-b$ohWsk9=?I9pAxxLsPZ^3j@q3Fy%UPGV2Ru~kUMOOTShsDLWiYS_r$YV5p!bH(~E-6)kW z-P3dvZ>^*Ln3U-QcV~P?JnHH496IpAY9NCk3~eJ*6KT(WM`4+Ww_wRh-`ni@a4i72 z`n-&y1nZM+OG3rVO&`ut>X9dPece`VbD=}T|HKW&c7|GAoNXnWw-sKpbWRdU_lGeR z7)y`Thf^uoKjaiCYRq*KScMIV_Li!#PKIM%pAtP`3=zX2f%z21*;BjH*5PQG<9Ym6 zcNwen_2*WE&R`Kpsyn}sb@wftW~q$~QzTfFR1?^$y1|$(s;J%nK={^FUO3^ZO6Np7RPwmDvCBksXR#1Ve}Za3zb zJ~ZmVd6PwTJ^-yLJ4NHTXrpdml{iAq%PUavRl`xB#LSMkZuN(^G(xfFecz?Vvq>P0^lHK-fjko>D1v)R{Z7Z@c%pf{H-& zG>j~W*_S04>&Xe*Mt#K0@#OBUj-O_DckBq0QyPlLq|Tj(xO4W zk{>4y-jk&+rqUOffin7=rmn2U@q%dhqFSTAL*hi+ppEoN00 zHF4zH(I{yt|BEO^x8jm%sF!|)Lii_(eml;(KZF&PA%Ub%5I?;uth=uP%&TwaPmCpOx+hHi_$n!&tim>~Z=@oae*@)`ZHq@} zuMrt8lOe^{Jz-v8?TW}qg&t?^DN+=BUsRT}>Nrdd{LA`9OoSt+rf-)6Nr}{nXs2eC z>xZvUd}-`{d!TSn6Y?_ZC?!anOElLemGXct2!~fLF%#)NP8X&z1ID_KlYm52dxwg6D`dvlb!6U1-oL~R)^-FvCpyYnO7&0C_G69*XnHccwhCe0uF1N5AO3+>u=qoEvW<%r+p*c>OrC*TMWl577eJaC?UI-c1S zJCmEkf*~WAl&z~rdz^WSXtpge1HL@E2ddegf`C$JsXdV*JNInXW@x|BvxrxsPzUYz zCKwV;DWQ67J0<^{>51CmFmwpw2lh}}0)4DO-&9=RY$I-4MgdkZk{!Oyr8(m&iSVh1 z@rGo5+|zjqzmmR4@KVUlnZX1W}%Rjw>`mOW`AhRR!>`gDHrz}^t*j#oslzEtYNVv)Q zoqi5(-La@?S zrIy$3=9?uJq==GYYFriz&UeKF%=&ZCp)>&%xcJpSnzAAPuW&39^GW(wG!ci=a!aND zlU`%;7A1P)rW9fCT1n{z2kFTu#Nmr{Xk(>tM(A$}w91Y}K{!W$<1k9+gefz)A{WjI z1#S1wZo0?Hq7_Z63b{OYMiiP1hBse`&oMM_msTJdee|xcyv_w}?Pa6=uw#|!&RS|) zR6}IXFm@-9zqluBom1}Jv?&?8?HOYPzYRcGU6Q$Xa_u}J{BV9~{eA1i6jc7Z+PXu2 z=MbkNsW%FiJsznl&`2kf4J$??@(v}N(uV`7nsslaD|cbnYaD;oT@9{P(p1!4Ph!|w zE4$5q9t*o@FQ}(c&QL~khkBri?((4ZKK86l95QLfWd`t9yDSNOeJs_5evqYPj&_k9 z?i+O!9hm95#y>!cnmScybYy?z0psbY-ICxsJfQr)5iR`QY*@Wc0_T;x{vrdFZO&!<6!= z{CH@z>r)H3&3^*%tNnUM6Ce5ST$>aT`7}DFZn6jJXB4)ebNAgCRKBLFbAmoSTrKBp z8J@Vj`?gFOa~#!g?y{^O40=1jt?cwN$psS>^E{3^wMj7DD{zU-k^Ud^UtX|Fpsn#YyhDo+a#jprR>n> z=t8ZDQhom?7l56LR6OVrF7|;aeJu>w7ET_3L6-Z%knc9q61yR#Za5C+A4cr!JDhfpC7Lajd&^ASGy{L>@_(eYw<7s^~zryxxzCZtpyNWDXJ_X6Y~iWS2~(306oY*6_#T`a*T zlpIwJC(FO;`c5RxQ>Wl2H0)ejGbXiQyBu%(tTK$Y%5-@iDfPApGN?HNv~=`WdMhCo ze0(l*Gv*l`_zXT}DqdNu6jYm&*<4^6EM@IgRhCGW-jB=?%W0$$9ypkRlxchf={#3& zfVX^J5GB3O823WjNWB`6K4sk@tLssJJ_f7iq#aJ1)?QL6r5iEvKt;$l{R}&KH8|H%|l7Bb)M&V%$*r!6&Y7np+jQT`h-KJKiD&zkzGFKFMM5WxuG$ColNJj z2YQkdS1YJrUo>=9vZs6tVmlY_eykk4jE+BhkCG%du(c>i5f*lkN$-OU2(w0z7Hk6Z zjm%l`wo3MEDO@4#>iT97frmBOrR50}C_=~PPMsZ`%F>U`ZV$4ao&`NKGd7`UEKdHx8D}3+rd_;bYEj26?(Nht5In{i! z*N4g;)?jF7rK3dWsUp;ZN3~5E;S~ap$gLC(d`fW4ZO8>$n)u=t``Af*Sg_1UzAWDh zF4cj3$${(7ML%61v)voVG~cO#Ehw@`pPIL9%cQ6ZX6^SAHs@`KR_QUN%b&mvFLdwn zSB4}Z5Qi6t_Pg|>fe)JS&5sw~%^tg4{=O$r`F;K3mzHF;b_jZ6;m}P4GsHWHO@CYk z|05H3M8lpyn>=4oF}_~7FfLpNmfexsespDI8v5bd&FlNc|Y2E?$(X=xC6kJ{^z9_=~ zFMN&va3~^U=ICW+h8CqWH2GP}zj%HO#^q-kI^bkvoltU{M^qNNQ*2;^YJ`(|_ceI$ zn*Qb4)Vevxowm_Mk(4j7hHW!uY+dpro38wl(owWa5$V+hG68|g^AU;qL{jKPU% zvfBEsFO}$hI#XtEe#+&Jy8IKc2HIjW4aLzXDtI~icrtufoH!(KXgT9O99E-Da?rQilA@O0P1}yph9mBiX zW9ql~O2^eNxYQ2J_Yg9nC1TL<(ac`sV`hD}%V2UW>pQ$(j6Vq5qu6B_2P<|mL*Gze zN1I8<6OTBVH}{A`v&~iC*E3fODB(vd+pT5}3D&i&AG&(VP%Q6vO<7=L_Q=$OzjNus zUs*CqtMJPB=6f$e*8P-zc)ZyTYi#Y@F09Dl=dt81IpL*7u{S}2(HImY*lrcqe1^VY z8`<>jn#xrLgAfx&^%WaMm(|^0qlLuv5&`LDX^E?ilqAv#2NWI^q?$YEu?&GCs5w`oVq z=qTvEMKeZu$KrskDUPD9;pjeQqy$JIG}NSjPbCzpaDAEM3&a~6daC=>3z_;JSI#dY z+-e0$`Iu~eGPEx+)c@~`)5+nQOaC^%C~c|)eo)jUBgDkLYFbN$K9*t3MY`(|T zLZa>!r)H@nqoBzcPJU`T+fjaZkaCOoHkEx*YPBCn z50%3cv_o4}K{g7Pab1ZVAI!Psza_2J=o5tu-ttHUCWTn~r^5p!CyH}b+vA$AOBzn| ztFoN4keZaPHooRd`pj=J`p|=heBkd+UFtT9kfF$a1dGd0z&m2q95VQW*@3UroUe*p z2=ZA;0zV1ezlq=oRaQ1AU>(^N1gE#F5U{BEZEwq`rzl$6*ShDdr)ibqh*SumSOdl1 z*#l5C%SP-~S^upbIpEZ(*UuDSHtePoSXudVvtVs$CPpbf&+y4s+s1Xv{^AU@s_uqC zK|bAVi!jSm)-^Iu${4Gs4DVqnPq@}orynLk(j=4!iF_olcl(br-GqM{%;Ca@{S7st zKwKAPc>FT0>^seIl-bull)rPScmp=cc{UuX`09LGBYTI3y&H+HGfz^c(KuLT{odth zu`PtK-#0UmV;t89mcDExfn5{-oFkek7y6bDH%7MzpH_9-I};?cT0jXzs}@G{w2D86 z&;7iQwWy(`MDXUWAzNzb*gk{5Ir-7u#R-oQW;OQ zK4k(wV=Uidp)99~3v<)@v5^;7Y&cER~s16AE1ci}NN#15N%qF$cnJ&M0^ik0CR0)2WY{{;Kgv@#|$2-Ke zg>-YCY-1czI1K%h7<(I0a|U34P^DK&-h~zT!;CjRIlyM{MEyh0NN{ZP6PhtYFnn58 z*)mux_qj;7dek=Dr{=2!E{xhQdk+J)6Lvgl)h6zAl7@f&scXPb+DxOHFHWf_9AC;+ zwI#*X`Bp*1IlW2R6pu_SMGx@e#MR3h?x+m}a1Psq$3RAhk!k?Q#;V`<6L4-G+sSHj;)L(XhJR!=W3SDE5%k}1ukPq}i?Dl} zWG;HH&0s|71@yr43#Wq(I>U$5IYUZt@T+GX-&E=_GQ@V-<4?weuT@z3ucSvo8%70% zO}vVF?dA%?PvJLk~E77XDJuMHI1#DZFEtNymCAavC;&wX%=jk1mEXH*@Sa zWm6|!fmY*n)isCJR@g5MzH%=T>A#YwA5uL|>XE73>~P}+Tmzum zuUI}q^d8UPHw^L&EUg~AgNTvE-|p$B=}m?uvj04_aT5aOEOM98byqc;ckmC(^9O(9 zpvcNKl}^rrNlvx+^5A2x5{6cp5Ah9`sc{TQEOP*X$!FjRktsg&-5=)gt*2CWS(WV( znT82PvOb-O`ZSD|^(>w=t?;?bhW0OIqkr}(T}S^xh>-711>_P0EE(UoLMwKO{WWb6 zL+@3s>G~|YJ2bli&~8u2i>T&dPQY4vOTTlUv6c2{8W@}e+ zW7KrT!5Z-n?gpa22`@~QPT+E$;$t}=Bw~^RPK=*kBpBn1I89|CR`=wE19ohLVZPA2 zPfLb&(p)moKei*gt;7Ig^SazJk9B01A*NW8wp?!~3CBUeV-*!|%b|*Dh+wcA^-(;U zK04RIB4WYS^wbixBKc$3dikT)gGdvN2rqPWInX~uTmXYHd3?C*y9#XhxpWnI)Q%n- zlfn5mJ!jM%%DB^(X|`)K-E3DE!4+=&)H{+I(_%FR4KpO8?)+gcm7qlIRN2r~6#O30 zuc@(@FQpR%Z9m%Oxu8=3QrLfqXn|T@eo2p?L^slkqr|)~U~qM6_njlFmZ-*t)JoVB zHlxYszB*{j2*|V=>2G{6K(A?zgL27uHa(FQG;8#nJGzuU@sD*xmP4jiBFs&T4yj-u5fmJ$tjSA_+SEk&*;)!yv2x zgccG%+0+6<+gCfEA8oR?vCO|L&ypR@l?-!SO`<1PV00Won!;0*NiQga=tyd%iI3|jtv_BE)Mo}iT=;sFbU}DF z<^Y2cwgOU&xf<4-WaoCmf~Z^yDUlmJU{#ZYZm6|b3i!wTA{YwWc_4&ZjoCBO8l&Y- zc{Hs368tk1tFAtC_#jd;VO7Y-sEhp9X0DpqwKH3Vy4{M|Eb`C_lk$eq4@>nzjs*`R zfJ%2P;9y|gc$K`~>Sr}~6CupEt(ayqPQxjI`x!H8NLfe3<)UuEP2 z0{gBNt>lZpw2;*68_OXf@%r6^Hq=H^i_6PHNe8kuweL^B3eZsAz8!SGK0;8OJ0aL==8#|gLuAozsgvO@FGjwyo@l2bQeZ0EnP@7iw>rGj9$J>gO5 z*t|(r&)3U#Z-KiSYeun;I^BlkNx<8Rt~+3PM6GA$EPDLDY0ss~otVlY+MH;@bb*0k zLra{lThQs(sJ};Kxrie4Z@EHD>Jm!J>8~a1B+^ova2et;+mtlSp038}WsW{!dp=6N zN9K#=84=FK(P#dgHR4Ng`%hx~n8zb1LZCRriL5_83lMaw-;y<|9+k zB;@!$@vT3SbQ*;83wvi3*R{xoBjLkga2ji6GM0}H5xhOP=wdI;^0vT0ivFa2P%)-b z<;)>w%lw9HNrr7AP6cq4*4C@4-AQgz)gm+vSs%+mE%uuy-$`}OpQP%qd{aTw&v^O> z1>^!Cr+3Er{YU*xE>)W9b12cR7l8A$U3ZF$QP%jX{h*98KKgh;zkrE5mgk!ChnJ** zP$bP?TX>g5fotTQe$i->0f+R@+;SKg*V|3)i$F=P6{5Ufaf;+<#`bG@0pJed;$CJ< ziT7=OAlOz*MYy}hmdWoO!SG@YR|m<2&kqf_RhVK-DTU8D`ra{ua}|FK*OOpM}}#FsqAxVz`C( z9`?Pog?Lg4pdU(&&EacUf%#rwB~e=#jR`ydw-T6IVS`PhEQ7Lm|M+$7;f~if>wY0| zC&^FUi#v;NxH6tQVx9jb#6CU_aL3@!NCphqr0XT7D-`D>bxCM6U*=i+sHH=yfcy_r zGX`@Bo~doD6M|$_H(u=`<&~rSdp%Cuz_=M&-huC&&@Hhd_@upZfElQtE}Lx4C4%AebB)so${A?jkaUQNM%!CVJRf9rG4clX%pSz+E+QtscVg9tdQNmWFyiXu9GZS%8E za5KrrOA!sSko*&?!fLN#%_XSeOEMxatCs2?9vaaE)IXKKsvFFn zefL2=Djk!$Wl7RMICS%@&V(EzM$MHS70FS>$oy;LXiIdU z+T$v~gir&)@zDn&h4t+lp*B!yrH?ib)z5GFKb6*0X#?7eB(N0G2zbu*J7g3Z-VInC z_1@wnKzLLTS{5PtFpV3`;SyFA3!JAwyL<<2RGnan{}^2#D;WVvH-9Wk*-1B0uL*=l zrks26L1Oun{Ln2aJ|r!VN>oxw#Bt;xav+O0TN?_FR+Pjj!S?rvpHsNO31Y_4Am?`M zdv}j%Cvyu?$WY{P&D-A+lM6Xa;j9hhe%5spT>>Txg;a=tT=o{5S6v;$DvOwbe;tHS4Lr|ZlH6$j4Y?8)%ks1K zTAE`X*iVxvOyH_a*XeDPeH{0NmXWxD=+k|E$1I&)#;-ku6IK+Qca1gRX-TALi9}F} zygYzfhBUC58HuKlWMdr2xwihRuW&6^j)56{92uA>>{s|Aw-eRZ1_yq1A4JT8eofMG z*4}#3QgNJhMV`t#9YfufXL%pYg6E$G+BY;v3jH^zF^95wM(UKcP!fuT+8>=UQ?x>I z$!q)H;9Tc!HC~iBIiA{+NecSB!jt?_Y0IDxPqN-&ivW*u%-&CHm~a%~1uk(xrw4Qb zyEupim_A#7o&f)3#pNb{gj<#N{oxf%fNhPfR-&mFltP!KyT^64YBKDxgtpLmRSLBG zz(o@S#&(Kkyxx@8n^ft>>&};#kpMY91EzBF1oN{x<5FyD95}wd$1j}kH47Z=5`obt znznYhl;@enlg4K`n+obsqMw-{qKr7A&>UfTu5gzaVNmJfT0N^m9_snbWJ{gYWw~9Y zw4*qiP#E<@VyL~DrB-2Uod&*8BV(;tpG-kyOUe5s!Yp~QN27oU#)SHagxmAhSh@*Q zWIEPempcdcX1zA5=DJ#vaPiQGL3cqgzWd>u_2b4G2J!%r*OO!j#8f_Dqm;r&(aOE) z9U9Uc#0l$y(DbK)9Q?GSqB?fgG#CY{1}(_miBEkXk{n$VlpmOv?k4MGF$fi_uVm&7 z`4QraKw<-v;2#gmQlO2uf)ZMC1<;$;Dc_P5LV|TGKQASKIh6nxmgHHH`{-0W)#%O- z)R~q`)I<9Q4h9E({yvxU8Op6OsT95E%2)*7*2fZACWQGzdIGAfdeWfB#XIn6cANf7 zn)BIjdb9tPWMLXj(Ev}>!Q<_oVquZln;v3a5-qOz@3WdYvjMkwxC>Z%I-HFwxBXp? z;lTV^9Q`IF_eE`4Elw9#qZO64$cEhQyC0AdK+c~~WfV5*4qbEPzTis9IH@&Ah=wG4 zZ9yJS=gL1NnOc{_hZ#dycFf7j#P!bXn?CelV zxJk4n7qciWB7GK|b)UWW{`IZC)o5CucDUYs?S5%mV^}P+Yz))xn;~Gf_dsKlbB7Tq zC}~Pd1N;wsHajo?YG5!Q*x66u7X=8ji9l{nv8{Ix4=hOzv3{aQ2I|_;rX0EjjEcZO zK+YbYBp;uoA0GrfJ~BXfk1yPwM4$k54b=ib)dY;X|B7G^5Ja*)Fa&93dgGXP${!~{ z=43`t<`2MsW#^XPjynu#1=k8r6{K5D==z2^Gr*8fwv7Yj@bF%TATzj1M+X;35dWWh z#=Sn9fqQF0IynvH9Mq`+%t|neK&~DRdaphtfLf1xTsQk)DM5hNy8KDsQMSD#3VR(A zs2jaM{}jRN%nLra2Xq+HJrAdxvJOPW#eekox|v3DB|8=@;e0dkj0y0F_bNupRZ%3wpZDAhY*1uoAf}c{3RFztD zznAa$Il&;?xaT9I;3h|hr(lnd_JAKCxxhZZ+~HUlpKgdaf1ZrATX}m zGB4VG|BAr21P$^0u(#uA22XsyQx4vw4gUH{x#IiO)G&S2-*!F# zXb?)0_!(y#uM z{D%4Ukq{!dg>xGCg8idIF;PZdc2p&myB%%iq+%MWuSgo6K4raIj%*(t3OBEnf!1*7 zM2N#b_iS&cn{oa%3izD8vNom_lTgm~e2RIik>4He>z|q?Fv#*j0ac>q*u?vC*P$ z?Y_h5Y5B2L#7@{k#c0GqoO@Vy46ohxG}+mEOZCR{J`CobR*G zB;2C;L592mMrV_fK^ru7`@VRJq8yxV$XkYDoCDzdO4$C;`>fJY+~fD4OR;p|bc

^F&1zsSckuvu9``p4o6a#gW#)(D#3|Y+pAq&-=(lNtY#f z=mY=n>246nPlJH7D4V>7vESn=u0s{;pV;Waa^(ytoPJ~P(w7!){{x0@Md^=Gm*;&( zrF&V3eUVmY%F%!x0PHfukmm@myu{&#ZO%X9BO|gWYIj*C!u`^2Sem~X6wW?@?{J^+ za%PNwi_qCH6fF|+Y?*uXz6aUimjX*a9&C!`KmQG0Y^@0Adn7nsQlF*?pmlvm&rYP{ z*~@RFOg!}@|F$AELsso7%VYzJBzr9+w>G}~HY4%2VM#5X1&Jp;;mx>rTbjmcY#lToeaj2CWoh8y zNSuK}7O7ql|7CB|ve^BqF&Vw`EJp0Alo|s&bs(tZ_}(}>xXvSWJFl1?qmxrO_(pb8 z+DY7HQ83{qDR-T*qhV>}A*Vc>_?|DQ`f2%b&y4B`$(px#ir0`qXGScRkA>dmqe@f5 z=KObIA0dvj2Gmid}0s{n%HT5w9aaB6xcsx-_As>VPUh*3N5y5 zj@6JE$jIz5WPaMMz;S!L>pfCaX(h41sZ)w}dO?mBi?YHbZttie>UFTY>DX}4Ep!p# zln^PNfd48u3W59-<4&E}uek*aCJauCmW+=*DG?pjAVV45n0ndKlh4F2bofG^<{{r( ztI9Pz^R_6WxW%DdPWRhh!f~L3Ykpg3o z%e;fCQk>$mqNtt3yuAj15o+}kG2u1%2jE7$)=d_858e^Ib^~G$IQ0oy?inR)tA6(w z3?7>E*^G?x6fv_!h`Br$N{ma-2tgW;K&lZq+qIQUcrqb~&->o@@7SPOq|BOUXW425 z!Ws@w9P^Fo%}ojzH|r+MON%I!cNRPKi$P*t2Ia0A-J98eR-VqtaSE$+QglEjBKHB( zj)vFr{1z%uH|-gbmRjOdyLoemz66}9ZfCOYc6~OUGG33R&$AwGTh!yx5D#j*9dL?Y zdT@2!i(^}_CiT84Usj?`6lomX@<%FT^Wl1)42Fr@LSb#-FXlaPW}OU;^DJs$p$Jq7 zAVXC{C8a+r%y9dJ!)a&0XIN<@$E0CTc&L6F)4me>G?Cv+g-Rk4#jEhHhns*boy8uo zlZ?C%n+6Sbe)sZ(u2K3|lTctA(>|N7@JIpS(*~CfdB>6;TWH2MMO9>MkDR0YR(|oL zP;SO8(H8%~s8Z`vVk>@Ivx!6PJgf_WK%t<}2Bz(>LfDz;5i);5*ydflx#75<^I*cw zV;lb2?!@G!QKwX9!aj)M!3~xlnYv_yVOuk`B&M*_Z+mCWJ3g`j;h?#%d0p)}{3tA5 z0!*gds%VQ|+CxYW1ul8JrU=wv7#UOOc2>!h$!x~IdP(_XAILd8ebUeeCA#+Lg)t1^3-4Eb0z;p?ajdYnNQ*F z-G9>F8faYP!yI##(6E7H3+==-dBoOSkt#LKljF7XjpopvGAV2g$zf$lezQ;k|0!6s zGv>n~JjuW9p7BI?O8!($C5g5WI`wABgs$p;Ub7JE@E#`8Aj&VV0Lp8+xrVm)BEf|} z7~auynI{a=c~65m53^a9iEl28EznyYX|z#lAG&o(Rh+E!x<5ERv3y%v{ZY$J%WsB8pwwk#n^ zB}T^$a`4ZmpWSMHUrPrMSi}(^r1>)eud439L_6e~pijIcG#Ss(R6Q{6#qefb?n(m` z3p2}Fgrf*gYvP%_)FaC zWYvY1IHJ2K{L$E0hI=kQo{JVF*}0B{{I60?82VYX5wc9%T31C~Fn9#HgCW1x0(y80 z>$8U6PBFqKFpZipaCEmdDu1RLCMgcJwjqlx29}(Btw^j(gDf>lZ!EL&l>iC%Q!ujR zSy^EZd-ZqS3ZOT>o~A@|bqGT%&#N|z_rQbx^XFr6F&?(xkyE2t#z_~qCRfXsX?);V zPZ$*B7HnUfcDWsXv&Jkk`Rpe<=1w8gCCbf0JDvA__@v60ZI;_wvd+T#Cl^| zMTD86!ryAfc{l1Js!@*-#(Oz=e=J00!5u*Fh}g-TmYbO1Rv9XDjbeJVB(T$F4n^oq zhxhX>O}Rrk?z|u;8!q0zY@O8d*msbGQ%$e3R(JE|iqg*Kyxc+)c^!6)s6L$5dt< z_eg)B+fMn9>fE3}Bb| z==X(AWSy8y>9eQi>S88RJcpf zyI!zt*WP4O1o7N{li4u z4v1aVs3REZnp-dndPdy`$%dzPA_cNd2ip}H{EdUj@;=}a!N+@&2TZ*M|RCXp46!kV>&=5!ks7!vs80OvZ7TLj#r?V zH4Xw_6h7EGf+!EOzJhiOlY9GLjJ;!XE?gI^8{4*R+qz>rE4FRhwzFb8E4FRhw!NP^ zRj2ls_rv}Vqel0fb&c+!d54ra>ccNc;ry|bT;^UiwaODf!1GO40^J}q-HfA!`|51|3~ki?^>suy zD`)^k)5&P7@LSacpFRbuhN8e>7mNFKSM%=mjT}5Ql)*JJ{tRqgL72Xyc5p%4nB*iR zJXp35U%EFI+2>k20?UZ(kw(P>Vw=Mpby(|I@}7%ys2qEI`b64&6(CpDXq_9-haDnAX=mvh|FKxmK)rJ{qK1*7>G_nE(5{SG zjxwp?hsV>QG=rEfLHk{9)!le?6i%XhoX2ksU8e0069;ctmY(PC5L#-bqLOn}hy)I} zvnO+xjfQt!<)`N3Xqtn9P!dv`Ms5@<$o@ET<=UW71@m5%jXgQqq1wKeoz8}gA6L&l zFQ%EG30@5H%Kg`{lXK*b_;(pZDR(2x>*2cxMSA>FOotbx&GhjXUC9w89^l4tYH%T( zA?eyqMBPAJeusb*bn=zSt$G>%d#t9*(6foEiqc+?yR*hhoFxqd^9+%5i&+MIGBvr! zjXH482kT_gvhVr&pgZTAC{2PxBT9Lw;DQgudOQ8A%MesuaWBmNJJ>D`+ zcJ_sgTt-s$iOD!R_O(~m9~{0;H~UGs1ev|Hrc%DpJU&mG#IKB;e*lcPnS1-~D7bCM zXIA6TF4(W; z9c!LF`X~OxI+7_fBNd&4yG_HK)5#4DB3*gB=_`0ZVi@5{%vZ#sGTS=qbs@g2WAeHD z4Z-o|t^SHnXH2k)?mtB?5i3PS6YNmImtEP}kx$tqJbf+3RoCA2wi76vG1mP2>JJ=z z#wfy&r+qqz8O)7|u7eVW`&!x606VQlK;9BrcsxA_2wAmK)HShm#(qC38Oc%q(WNi3*!FaK{4ONIarD0?V}*-ASq`}w%^EZ zi8yy`9vc$O#Q4+nany8Tpp8Vx>SS5o1B*8*;ixm~369B#uEp>+ zG&c}?b3SwM=IJvNH=t%*D|SkJNOIf!^m25y6rGC`N;Q;NIWiFu>fd?}wYMFV zB%|w6Bgrg*zUFUqm!dTGIL>F!rxpHFp?;?4$H6#LAXkP4c~7z$@lhPYQl2orwr3}n zZ+5*pw$ChwY%?CVYj1Os`7#r;LWS82miln)5%2jY+0gnz)InMgOA)kv>8$BUn*4Gj z#_Hv2&f+*s0gEBBSA@f`u9Eu0>A#<^6kz{{B}51*<+2gPGhi^R*rf0 zi+Lxevi^)e64&blioIii4-A`@xlSc?HB4nBY16aXAt^E^ER5=A8CiUvLgT|r`0`H| z#Wm(oUJt^4Wdo6M&8CGMJ~@^<48KdHmZzY@`%O@dxEXU>R{#^=t#CP944Mw~Bq`i- zqrHrTtmo(~8Kpra_?A=xlCby=SNOuB)W~OrrEw*D4{cCsJ00C>AyPW*?evEQ4Z%~# z7`zxS#gRpYvj}dgMT}O%jIe?MI3iCa*kz7c=goS4n3YHuy2 zBYr1~@?+uhYZ2;!2`b)~s4q4T&CS}z z9=vv;^^I>QQkB^I2+J+nWS>j2z6%QTt^ZW6?HA!c+2U~<`z+{)wA>x|=bv2dOPIpn zv4%!{%K443>?pfmp_4geSSuq=>-kr|@V5$%c9~pd`J(y@{qekMgewPTkWD;IMR5VD zU+#J^3S#OAqpFo1(^UWBO^!I_QNIB_6p z5(8d1R?LTKixu=-l2IXT z5E+*zhfNCK4)adR4)QsP*Dg9Pp|9jIJ3a&z^;ut$Vz3#@YAnS8kCE|#xn0o^3(nv5 z2AD2isIT|CF8DN$V6Mp;+w2OxIo`4ussW&G6LB&zz z=17I=OBuvu>9bg*;na+U3Ii%9N)(^-Q(^0zPOG7A>42tHySCJd&MVQDb*mY-y9BuJ z(Pdj0^`HY3_yDOpc=h9Z6tZ4Qv05B#>O@0?Szb?;6H#|V1@J5(Z|9;6YIrFJSo-)4 z318oab=QD`wZj)ida*~7*dzi37eu&35@dohJtK(BxSeTpfNnvlA5z-N(1H>LVm0@R zX9Ls6S-ZWc)pO#@57=|iT)k2H1;Rf=Sf8HJVt=C3V-A%-!C%f`$NNFl)X8qq4=R)W zeA|QJZTrSlhL-zY+&pM#jz|S3|ED>rw~du{z7VVUNOpXg71ZwDimz^tZhzy(6WkFT zB`<2^Bqc>edx?Bz#v&2cXT{G+qP{*@8tLz2F$ssb`=1oK?ZZFyonY^+n5mqE(Yv@} z{LqpLF#lZ|m%GpPkPVL^eYZdUi&H9!A{OMn0lg(}=*quiiZ! z8&DCn7X$oloAeR>Ui%^!&#YR=>9p4VH_Kf?zZqY@a^f=+vGgC0w&uw@t#&4mxCXi> zeCw`4J5WslbC$v^HuIhBB&Gz@2>L;nvO~3U&K`y0+^|*TD(L262FIUMCo7N<Za02Sp?_=Nf>vfxdS=UK^y!?5IU(2=i+ntLcKa$hDZ49NbL1*oyZ1HLXNVzjs zI^y12u!pUb8`=z$fKoA}zL?f}`+h3(_G6`**BycybON;?gAC>u7Sr}0zJGfE@g1tSj+R$pI%Ssrc7+WN4MZ!$ZEmOFaObLyfo)AtJ?Bx5(Yya zC(H#j?v`t*Y3q{v7s!gVn@rpXFJ?{)B396d$cZcachn8QgvBortS3=8?ibx)pF>!4Yi!;pWYf)Q#Vh8D(rtb{GGlFB!U89dK>Vdm%hlh8NR+Cn5FiwEEs zUu8-0l(P~(+Q7C4!iWBIw4Dl2n~(-htebHxVI_>SW!G#}RFn*0RwGY~I2th-KRhel z6nueHUJ}?QBcjOh7oESU_5D6B8g@whLijTq2Pjr+U%2xeye|Iy5#PA{{4E?Kcrd)} z!66Y8sL*lovpK-lNtnJDDP`(ll5+(kpr3iYnszMySu2vb9`WjpADDf8>L=+c+P&(|4m(^?yuAfWPSd&zN+78WKuw`QI&NB zh6DouNf`VBE;McYsUS1#QPYu$WXqYdh)c|-*LLaB(Oyn`IV)A*9|(-(&V212#uI}0 zWil8_gyPCgfA*MV^@_;K?npTcYpp8wMRCe7F1BUYl@rB4TWfPDFHLxX~6 zM}H`fs6~fUU0l`cN`d2Eg!hxFSkgRMN7eLb&&OV4*JiEUy_|(&pzXDIll(|JBG3JM zVE64XtJJ)+?i^Hgh=I*Wb>QTjuC}tkG+>$FrD+u19C$R9;I(JQS6gC zkO!w{u$WK8HB75%a7zH2#?}@hblq&S$ehd$eZonLR)kX8!48D)8j+TyeOI!_hzMC} zjQZQB*g#WM>praKUsZm4V|fw=M{{vl>*tZBI37 z!Ru9(Wk?_0DLP~e2A}~%vZd7aDkb@H!Xf}GHkT{1c}BM{b}G3C5v7m#wJ_R^Lxq(9FY@-*97lRGRiX0|cRX0@V8Rqr0X4*eM`0 ztOZLq*XSW{znt+T-w_w5)}L1R+04anv-|II`kGVa9(uF&NeL$I*xsNluE@E1gO18& zpZRT;$_UYT;Ys2f^his?!R{hyB(FNF5%WNht@Z8IM)sY>lU3j%6IjjOS@wT?U6{Y_FRVVQvRn{Si!D z_R9@@e=boc^ZL&%`J<9=bK{8{sbx%@V!`Q1RkR@bqoJ&j(ab|L&Cu&TpH`5s7{Tdb zaeEBDj}J?C`rf!STLfRz!<{Jt1fYbIc41|i!i&107{p;Gbg@t%iWW6;xcrCwwcE;0 zvXtk*UL}Z{)lBn*8O$`;PRy$hc2sq=0s3nB!W3s{DQ<9{lm$%KYPR&<3P{vq7`m&_=9s;5gi-!G6z&p9{ zzi%3seNUS>T<`a`M+2Z)$ONYqu-<=G^oJaI)9%TOoLBm;UG|;B7CISjD+NiJg3dg& zDRKx4BD}uk>_vk+vDWMy>3?D+@&)iE6ym3IM7f7OT_5s#)0mcggFn}a^OljCXFYWt zx{V{^2C8NBv)S{<*dw*Yo*8m&Vd!dlf@NR}3?w-j>kJP(QsBru&w3-;xrDqt+g(&t zcz&6sXz0>RTk9{s#Ob%O!;~m^p*QK5mOWa?lTJp;TEeHNlHZbQd-9nQ73sc;vWn%Nc@~$WC zwea`g7;QP?FX`Z;V21|r87v;Lhcyo6$=b83_jEjQu%wQyn-SN=W0z+ZK?no5P?_rY zi?L3xF`7DJ=?&g}n@N7U74~@4F?)&1xgfA(i;`-(GFGHl0*(Z13quH*M)sOi)KRuQ z$b=EnikHIn7S*PS4ys=yTevC!Rof{LDSot&Z{;!G2pf*~7bx_Dc#?V~M)Ksgl&`P; zLengs8bnHzbpp(BsyGZEDc_l!KgSIbhHnf}%JZ@`hqiHtrx{fKRJSO~X?^jFDK->v zO_gg=7)1A%c~J>RPRnr|Qi7h8O820qUKma(4I(4FI$rY?qZzR(EIGJ%WdTE@x*wW| z6l9NOa~^SZ3%O*_2J)3w?a^U*Un^F%F(N+Veen*%%5XuWZN-atiLf_e{Okq{Sd(`Mi(h@Icmea%Pq6tS_?=m_DH? zdE!VJ7m>L{6rk0lH9%bU8HXT_82J&BDXde;3k%0`1YI2{Fy7Xe{ZvHjIN4he?B;toO94+IkE189+Cg~fwfJSy-BNc+ZB2o zoOP_CnTLpm)Z~r`BhRgTZD`BO+r7FuC~SAE4{s=-KF6_;)UJugR|7K}eRwfvwm3yT zm9x}nEp@a{IPB(1cq0>N!o?+HNhPguz1p~r;uabB1G8>f7G6)R+tz^8hxb!OTSS-d{@&?a+^hlx)Wg75`qCGDA{Z5u8bOs5sj!5pHT z)s2sLhj0|-vW8B-KqCnHb|L zK)O|#YCgM^R&4Kgqxu@>r2}O3`nbXF^62xMQ0x633fT05n{Q{1EZifpUUagJO{mSVPoiG zDrRbIZ(<4~AOPd+;$&)Q3*)g7s{+fVdWo~suz3|Zv!g41uCT5&wLC_zaLDqXLMYQr zPT@3VXjxBHGgBzl@)qkRDqoz*7fY^%N{dTD>4q$(DK0Ry>T)5P!*^KZpK_mOo@zb* z?!NZy{_5^1_(yhzGe?KN58A*D$6A_Hf;&9cI~FMcr%n*5RJbJd^iT%D?kl(@{Xl4v zh%+r6(1z52g*gnELGDWvg@Kr7BF$k1m{|$ymmCv-38!ca~V_7 zk)LlG8HIvDBkf`AJtAW{zynWj`J~Qs;n$1RgYAn@IRrZZ(~;;MiHPh4IwE6f$U++$ zkoP$@fQOQ#PmU)@N{^5MuY^em#qELg1(wv4ft>)GjvLUE1yRb7CO-w10VT?F@i7T7 zgp)B5!HI;x7AXgjh)F(O@Bn!UcvprVdO{j6(LI0uu>I5Cq0jzz4Be@d83dmtUbgmPTS` zAeTY@+b9vm0yl5wonjsxDaI5fBQ^1Lg#Xi@*srd}Og!hD#{y>0^q`mzi-8 zO484=Hg1O^njxug1I&bwp$aj*6@##602J;7j&=;12gA&FQ%pTA2ET7;Bn$T@hV8&L z5FRP0oPh=t2+WY!zi+6|Te>63hO>&bi zvZv3mtH?W+CVL{oe3=4uxU5y5fs-&?|B|LPvq(D=(;JD4K27ojxj^%;&dp)UZ>f`M z$}jbkJ*&}V$be&SKiHnVpJWIWIx3WRCQ_OY>|Gco#tQriG0S|b9wi=$TRCW#%bK%pZ*Zpk!z;EKNWwxQ=;!vtVPVTKqN^5(a322g7YxfGvPES@Nv2P2@4RB zV9qH3YJfw8^pO=&jtiNi4lQC!EDbrHAVV?Y9iaqty`Ky8L^0vPI7|Ka_fcyqYv3n4 zJ}N_p-|h&2-xg~sWHc1o{w(Jhq@BaFI&6fc%yglLo!veevq2xR zWV>C#yrgI4A0^3nCR}!EzK2>)Bzor(w;_#`0q|c0auEq+DJlyZsh+hR=`G zcg{r+jy`H^H3nqwQUay7`^>*#qcLFx8%yyYOMr7649ly&S^W2$6`PZJi5CucV#Q4! zz)WXd!P!gQJUN0$4~H6%{n^e*N076XBlms;PfMIJ*T}!K2??AXsx+Q z2w8teKWo{orSbfw+hn`z`0C=b%-CTNH20DOFQ5N+a#I0)6l3e{EZg(XS{pd+>uZz? zDzL*Ny%WiqOQUDnqX@ZZ$U`0o_ngP- z#%;BEua9nqrtUEcxNCwmodf`fHo?i;(o`FF<0Y~6JjIpG`IPBY*zHnHweq7N&y5t~ zI26B&EhDLBK(1jLj546L`Gl~SB$~zKY05=GqXqA0`;B*UPsOb^P|R>xF_LQ};OE9Ppu>?50WMs_F~l-Lw|{je_;0VrlN&y@FIW zi{-1uZ$!Brfzjaac19jdJ^DkS50=@j`jV<(a%;EH>iL%U(BRgl# zIFH7|nt`zsGi$|%$%AQ{9M&ck*`PcK#hM$x-;NaY3PpQWvOmnwnC|7^eViK2kFLJH z768@}Bh)#u-d>qm*-UVs}9bx5UwrpxQF%@dyZpU->N zI+%`EPe_TMo`D>020i;I$iLgqD=b#;Ez_9j&cS@vQtdoultrW%l;D64m)IV%XqRY@ zTEScu!H4qYi+J?c8$qthVm)VWR%%!;j3W+ps3$;b`rr>RGU(I_&fME?|RH(ElcBl7E|ga2!&r?E&g@1 znsvbKdxPCyiE4nkEz9EM;Jmx|c>Kw@&Kqaeo!lI;fZL*Shd zmEeXh2m6FQxqKB>y-jVoUair~A)MfNV0(>EimAh&xU1N2ET=CaY&mlm85)De`i0ZxZs%@gSjo%6a@Tu$e+?>Slx zzxJ99!tqoapeE;(c6)i&_Rf~Q*Ze@jwXUKIl4PvpXi=r@H2N&HSszJ0$TLBz~w7TuRu44oF zb$g+>G4!tJiugm(;x{{66h^;&as=3{5KP{x`{Ki zEGzhPb`tz*PWl3`%T6%d>rEOvA55Kl7EPCDW!El1CzM~{@||g=+jxEz&u7D_uW{)8 zZQ0v#lZO+i6HVR4a;Dkjnm3ULW$gOQY$f_m`0^}Y37?ObW~ z`^{;Z6}VhC7c}R${^rtTPk?H!=%rK@6B1L@#4so{tY##kBLzmnKqEcaQxp{zw!lKU z2MYchB_e@ALdU=$J^(5w=Koe=!qi|3*o-{2M>0Tw6gD7WLhHkW1_*?5 zw}Twz3;0%kEo}mjj*FqVX`Zd}jG=2`K0`{jL8iPZi%=dI(wY8@*TXOLFHw@2{4!E0{=>7y$(Y;w%E% zr-+FaBzeZT+l)LT8E_=XG&K6SyFe(sjkuboV4I zss!Xq1{Ng(6q86mG}KF%010>V`+NM2D2faJaTp9Ua2)SE@GHb*51&DZ1`_i3SMwS! z=(pj_ehcJdw);$!n29jn|KqR!*PC+@5*f(NuOQ$D`|uVt^eHwr(5%Dfm%eY;)HMVZ z1w{0}e$hGqF0j8uzrgVRg`hks~$`>h6 zTq*tM`ray-JRaAEeowoxyRSTdEVR+=ezJgd=>6*@^9% zg?k#cf;qHEXFBWi5lVeec0t#$xub@|!l~vTIgsr=Z-BtfN7o%vwM%gM`zN z@a>+qCc()&`^1H6P^XlcYlqfe_{w3*DM-p&4I$D%vq_Qn4Ls4NS77dGQTdQH|B>i~$ zJ@KnVYIa_Y7HD1J@mFD&rSX2OSm9G-^ImGj&125zJ*8EfSGPbBZLZ0rSX^*OO5n3d z|E!Ehz7M53hrWltJ7v}N=~%aAtH=&Tg1@voB@{|U&iNpe+#$}x);0~Sx6vdi7)j=C zmqT9Y2_h%;+ijsL^|4$Q)P6FAqlzti_sTKuqez z<}&DOm_tsL&jpA-p#tNP|6QrRnB%WQEsaP)RSjDbc5TcYrvl>pM&_E@N^Rr0vaqjQo-NN;kEVt?BwCj5`+H%GW!Q0Xlm#Yr1E>NVJY1`Bx%8I)h&MeJ zn(bU6M}`~1XGaJ77GyLt;aE1tcPc3Kz}cb5rP?3|uKs7BuHl-#K)H3vAwVr0+0-vG4qSnK&c9`7o`&H~n_3hgTte*d5d>-{dYS(oZA5aIwH9ie zHuX8KT5g2gw$))Oh^%Kn#o1*rRSBNYxM*J;uPmt!+$ow_$>Z}GWi-EG=k(z!2aE_z;d%3=JA zhA;^jy-6|Tp`=>bF>YH}&;1%(C!Dtbt};>hdt@eOP1h!m!5s>$#q`GbMzsFTn%?S5 zr{N$(brdrvU+7Jl-^ZKidp`yUS^e}}tg#j*kL=2XfQaUfz*An}_eTQXK$J&K*MA zO#nnoQ)T#D-Ih+B_UgtGc3Rg3IUubDpber1NkfkazbsFa5dFD752dEIa|e=vBHo!? zVKMbA)yJu?w#<)z_#M%ggdOM+4XkKJQ;Ii*XYEzk=W}Z|!}e--1SGC_0*SM0kS?CB zx~==}RaX^M@1fk6ryL776?#-cI3Z=8{$fUp=`I^4h7`rX4e(1AO>y&4AJz+b9He?9OeFl5?5u>RBcQTIm8_xEPYOFd6x;I`^e zhgH(6&-)D(y;#1czP*F;?QT{6Db<*J1pJpVIh_X6q)2ASCwH@IsDmB`2}M_PRkJb=UYCkR?7yRio8f`&RLPW?`;;(Nx zGL9%F=BK;>Bl~l`LpLCGDs3`Jv)U0xWJ7o0qYt9X>!bR)s8QKD0Y8}gPo4bTxpT{@ zn7bKIXXqn=C*j@D1!^~`MQJ?6P{9Bg?GMZzuh$Y4T|w>@)$V_}eV?Kb&P)@mdVUm9 z>3ylTfonS&Lr;{ve0GTr8P6%!s7b9cD){nOG|A=P74$Lb5_itlj(Oq?eBn-mzIKbJ z#J@(bOqg>Pkk(OMlA_C>brK0Zb2$@u-6wwt zwyXb1tN(F}Vw5bgHrhRvAVbp&xGmylB}QMHJcq98x3B%QfDWXOL3QF zC%sC2IOFT+GMUWrIz8&jxH%9iC@bQkiAwZ}9m$pybyaO0xzXF&Y-}eq2w+GdFLZO* z$?L$6oCq+*l|JS^f4&f(rE2W?4$Ib|8zwf7wNDnCcPQDrAA1;N8W-TuJzsq4w#|fG zk^`w3)n{W_QjPk0>s7Ntys?@Nv)%ENiCu;o+><|0)xD3%xjJC3=V-50R?dO0bfg!s zK=vQDd2p_h=rwlU_k&;ZQxG0+;%mritU#_WrwW^oKIVDt&WqngFm%cN&0-t{V=nj}IS(Y>PK>ji z%jK^t>;~owNoJvK%r?JUF3H?>>Q$^Q9?xD;vUp`PPAgqNxb}Gsqk!!mK+2sP8Jg{( z^f3gkTf+@SSPc)_G2JOnYKu!?MDNfRPhN`AI;pc3Aa?Jx6GV7;)1LUtZ9`<*#Mp$J z!%~ZWurAb5a&6v+zq0RiU1%;O8H)=yEawStf)E z#XDxugaVztt{P#NY!+K zTx_U(+*y3K5x0J_Pncte4$E(djRjNGH3O1n;yj9jMo%gE|D|Lb^H&@eL>$XX}%1C zgx$-z+s^Rq($g?MOHD9|87@^Ey9EXQFAIvffw>S8%@Sw3lgSKIL?i-DI|ai}A+x z)4;h(J&<|xiFY10#|Vf=WG2P(J0dueab9K1R-nUZVm4T`Ey65V`GF%NtX9#=mM1RD zN>1MODSQ-Y@#I8w&1zMb%HGE>xKvq|p$CC;k7E87(L3AhS9Q-U1iPb@N0xsT#q1~3 z6FkD4kmm&GKD8_4?Ce6_9{e*`Lqn$~kfX8lk|$AP8v+Ki4Q~BY_##UyPr|iJx0AjP z#?JPt5Ux&;0y5L{win1+OgGL8dga0- z3(Q*0`PnR|nv_|mlO4YJ5U;iDd1eH4& zG5@z4PponDzC#0<4Gk5TfkTh$w%OQs-*e2h{YQt#{L$}JPV-``vQbZzcw~d>7K}L~ zst}!5{0Dz*URA@pIUZnU`Hq5|!z#~AG4aJjc9oSwgDAe()H)9?RVG8WJmNtgyn`_Y zULQ#h3zwxOJ25Nx9BxyI5O(CmRuR-$^UBsjo69O$1{CxN@$e86nn~RBWTxR)(Xuvc zEYP8UYVURQN_uj2fax(&Gjq2`+%H0_D7m@pb*G41?i;thbR~n5i%ldBB~Io!Qy%F}5vtXT(nK@nsUX0&=B_c;0$|hQ_19WW7wtpb+!Q z9}C(uoWu!EA(aP#yzL9!O`FgJ!kls7?|uHHYwx>w?HMZRUe)R@!-K(B7NK?zuWICT z{wFU!riH}kWK`xpkZ@(6J9h5}a?vew&@KHI()Z!a##GV0WtiZF@El=C!+62WrnBCu zf-JZMUk58u#-tB|Ur8I&Kx1kU00>S#0YkIV5N0F^1Qf3|<=>(r*0qsZ9#<=4lRm~5 zm59Pzj0Mh8E?L%mWAetNZ&+_lYEQD#uHq0Nw#z90X~q?Nr8IGfm-Zy5_^4r83OST+ z6bF#{NBhO`U$lILF;JX}0uNNSno^zzi^eAqTq)UAV?BwK4Nq-7;3xFd%kGN2Q@Z89 zYPCwSrCF;(K9%pqaqs#Pi;c9knqiflr;8J=3=TQUt%Rhwh`<}&VQbGS*DzyNscuH= zYbhZ2?}@s#h+~L4jV$8>hL_Araij*wQC)&gxqS0M$R4#%x|AvH(C&}qOo3n&YK-`2 z1^^$A!+EXQ+c%d^c?12sVQh>?rf-U3g#E;UtOJ6#1L_6@wPZ!??jCN{-E8Y|mvU`c7Rb5DnY!ZsYly>eZZc|0=iRVt%z2Ut{&{!4cG^vmHiVJ+5^9 zSTfR6%zi;HJ?N!wSZ{alY{oT^o0&-fFqClNt^kQD>H!+i=3Hn+NtA8LX` zaz7}<{pqbWO>#^jUc?|1Oz}gwh^{UMLo)6o{R@WJkN67n zr{QR|Dp5xfkdu!O(!5|ngrV*CKX5tRVXC)UI!&HSP*Xdv6=L5YN2YcfF(BW5<>-W( zW9Z8Mb~y+<*IH-c<`-u?4q9_>viU?ZED>LUT`We^qNvIPr#i(g)poTK(5n6T!B_x8 zcqMr_w9$WQKprVhWIk#Wwr0r^X}IhXMgl8y?4J8d^Kp_cl*V?QNkCmp3~ z;};n$i4FH(5k}JPFN+$1;pAeqE#=#Zp`LZ*97v2^?h~Y+R;ZU?VN)srDO*Ez-o0J^ z7(+|i36eOYms|rNC`b9CSg$@6L%{@$P8#b(`d8ckb0!LJEfQ%6S(N^Ct?c3qWF4A7 z@*NnXhW*xk#Tx%w@K4a}@z7CfGNreTHZyvwTAyKBN0&}qhA?z9cz zrY|jBblYEP30>DZ6wk=Vd1D%XQ-Rs!?(+Cf=Cg<3krW0aaAW74^E4b-aDp256O==` zUP3g+GBhlBbxNSEZ|Mo_Usyuexs3M5aa|7scmkYCk&2td?3k;4 z(^;#g%Lk>0u&Z*6he>uDBFUrep+X3zeB7aI!q-Nxf{i-XWW^$1peN=5!{GXQibI$W ziS=wx7k%u(UOk47cvRZY-`h?1`2iju^uWYv3>ZqHao$UEdCOo8)XkW6JZ;9Be+~BE znpq5Q=X-MZ#s@1{EE&OA2Y1^p7)v=@Wit!Vwqtlkb=YuUlER!`8R>yp2e8Cs_sZDk zLn;@*0tYMfwVRO!T9UejfnvJhB6dP2Qbe&H2Kw6&kS3F2@$sJZsdTi@oKVd zO+StAw9_CTN|DUHdzv%dc3q>s8() zWT(1eM0jup(QJjnt^bJGTTH2OIsTX5>c<@#3~YcnEzz+D(v(7ZY()@ct_FQcZ&^Wl zTP*^V9Z7yeFp{6Xx7RJK;27scD$x!PghItq>?y85xF~y;(Rp_6+=IZx z6lhpO;u`&0E9!eV)F>;`E4s~{hp7c-EaWR0a`zsJCdTkv2EEyQ{P5(BnM&^eNemJG zQ@2R_oqz3Fj!nI-Oyf6;VY#iR3GQXrfSF2?fr3(&c zW1A(7hw7s=kWG0n#*JKtvZi(opiyONtOr_9;h2~?000-ZE{5)pq~bC+QWxjF}+G(5eIFC6U(YWvC)uc#MPWU$A+ zp>%0@*RSWlI_;T#QawZ6MT*)El8={lLVq-cD8akI+mj!#8$MZ^<`dj1Oj7;3vsV7- zI_u?g;2+`ay6RB=_ITR=fn`*O_(i6}TK;x!EJ~8K7DqoKIhtQ1!-qV2EMqXDfyl?Y zUl^q_kAkR_5*TKa-`nfnTZTz@U^Iifop0wzmB<8ry?YPExp{M!;_Zj_Dkjt-# zS7^F?p;D(&2S4$A9n<(2^MO^FUm$*UvL20+k^pL4r;q=NBGwhfRo&mBW(&il?VBxV zk1D%<`g*Pb#oQH6d6BWGi;e_0t&Bd2JA0&V zxM3Hv(1?ULaPnR5A@(AdU)V{di83d!#q9M)?SA*Auq&Cs4rRGp6LRxz-&%BY{m%S) z@HCTSLab}#jiPBCdO828MZJZ2py@w{atsK!$YbLgGAY`Q<4O58I!Y2CyE z+swK>Dc))uwTTA zf4w8I#Ziqq`G44Z3)r~2G;Pq#%yx`1+c7gUGcz+YGc(0@%y!HWQ_RfF7&9|7(^k5B zM*Z&>X?j+(E6u8a% zb*#Egjqz`8{El(kR9N8AA_=4KD$4ZPZpjSy{d86wuLbWlM&;s{e_bTlr0a!5NfqO} z>YXEM_;iQ(vZZ8UoA!SrZ|O<6_%S**rjd;>2#2r4%7N=T!{}@7@>26TKzGtsQOO2f zhixgzyFGZl9D%i7EYbaA3`8Dc3^&h8TM+cN z!7l<%REMK{z^;-FetcKC;?o7fO+6YWw%1H0g_S5%JgH@l2G>_pm!)rYkv}OS^py760$Kf{9T#-7hGvJDl&H4^k{7dYVL^1 z%b@+P;vndPH8(^Ki#94{^SVR~YvS?WkqXW__2TpbQ*02wU)?-<4B(HgHKvRUtDH?p z_lQmCjyJbE7p4_#G!}23(^`#=PBXtD8c`|5)Ec`Ycw&(C5b~${mNbuZ}W*@(C{H`ydH^HQ3+$ge-@y5K?Y@0z& zhR<=(5YMKvjBl`mD-B6$%^A6}ATtl|xrlHKLZqRR@<#8tu{WI!iDAb((auqs;q&QB ziuJQ4`J~Uo7Ber{>_H`?&RSdTix=i)1cmFq$pD@x&Z)_=3k!!vMWZy;(9${4KV7@WdsSi-t zN7(=;<`(s=V)XQEhr?h%j;gC?Qm9q4tCOWlD>83`@Su5?^t)jGuu_g66BF6HuwgSl z*a8`4$B`N~(wA_d*d#K5=O)es6{`bFH?VYftah4>~kz+(2eALf;z5>}9i&Kie z@p~jLZmI|%&xAzY{sP9mm?-T}>X0kPj;KB9p9Pu58GA#>WRC6(4-@tUrHp!$qrwIE zAjT|K$SuA%%6?rK>?6<{JytGTad0?-IAAzzMGXc}+$7~|B?G7|RIi&j4>~*19b7l` zQ8e?dun?F%8M4D?`@GCoK_TUMy4z@ut6ZYt5(HntS2!P(nWJ+>hna{Q<(>mkiJVX9 z&#NVAlQEIrw#uhY`6xM`3cYR7Ohg3YaN4+h_iqZWSGY^JS>@6<_9dbwJ!Y<*vYiia z3e0%rIIlfseoiLJdS~CR9!Su6XV(FqSU!*_2E26RG1EMmNb8-gcz%-vlT)nx%w1S} zlGUu&@lv>B(<9~Sb3Y=ru!K3y(|DfSi>k)9|NJ>;8CA78&TC}w10gy)YLkwCtW5n+ zsA2p632KJ^jhcU>=6@VDp0;I%e?krWUs1!%!Thh!HHk8I`SeJk7q2iEM2eo@Q{%i< zpd$JNMhsTUB2?SS?ny*oAh6?EKYV%c#phKJ1meuru{%K%hpQgibACL7`M!=VLDsq0 zkvwK>3=U*S3)8&7I6uIA=Z{&s4{6WPJkK?n9hW_IUgFWXk{z|G(pToesMu0Gwu4^p zErNW!H39b%I?s8&UQS*_qQ0;?5w^_bFu~1s$g{qF{;z0 zS2yT3Ki9T2f#5q0K5wHpEK6Fmca+mudI;!$(OMCxpFLQXQo`_FG+s%|xOv)2uD^*KDxNK1Da~9e7*P zO?071g2(rHzvkR+XZ!*~gF-_K0`3X3O2e^!w~ALz9J&~tg+13S4Fo()r`_;vt=-gZ z>fPW};>mEGv&>uY>%eV}>#yv>y2y6%PTN=>GNV$R?sJnsZf;q#R1T4dw zei7V{gRNh?KYFfVtnw*@?Kplp;%|NFacC3d`|OMp`z9jna7t-tn5jn6cc?LTDAUU8 zWVm1^a%$<|AQj7rjQ%m}yI6Pb3Nd@Md!i@ndz8=KWEwcUEib z4HQfoH|$TthvToqhn4;B6`TqGm8D9O9AK$})PM1Wwk}k7&;K(kox=fB#lT~Q(+k=~G z_KAbCqifS#@lRV*l+}wn_v^|W_#UdSpMKIt%50_|ue7FeA`A|vyZ_Mc(KE-$(62~d;0zADUB<+a4=?pcu&0Be`r<9Gb=LS}XEpBG@9%8-s>93}Ar^(;79jpd!K zSV3YqTq5zuN|}c84?n|Krpd4Q>nhTD(szzc8Oa~S>uHQt`;Sredj|N9aYF`UDol*pu{M6X1hR;n^KXK89FWNJxlYKb{EH!wCwHa16_R;t6G zWR+T4KQ>o1HfK6Ew?8(AF~*!c#;h{NJU_+^pC*N~=DxKMs)yHFGyR+5YoEbo%u@s4~WD#EoF4=&!(pwmA8J-Tty?cn`Ei&ajl`)($e{+g=Bf_}6U zbGxL$tio!p?T`1eu(MoRl&>l-9NHU)8m#BM@ojJ1hz(11VYHgGOSj{A*)tBgs;9r+plf0DQ`Okqok=_9)bK^G&N)2cA{Oo>gTigI0E@Eoe@_qRi3j43yrd+9 ztOoiHJ;V+)htv#-=HJt==uYV3FWjPyWXT95o)QXFmOG^y(A^9|FXSn$^9a{tSZ(B- zAOV60ja6z!qHpdz9Yvoxpe-7_6%9g<*o$582{qK|7&ks_3(nG*8!klx=$JLL_3p~k z?B=Rv)UWmZ7)}kgz+ouT&Q&ybg5k^QsI`|g& zK1Sa`sNsc8ton0Du+#?IV7>STn;72F3r6ruhpi!IF)tZ{<;Y@u{jN)9Kvf$y%5(A+ z!>Vf9L-O|O4)}KcV1%3t$$XB3pW5LkB|1_DFYQMxcR^et|Kd3*3Ul$&6y>RJ``JOQ zlBEcf0h3j(APcJ}-8@#vuQQB~g({a)lYx4i2);)okA<_FDZjeuvLHL7;e69XE~!!3 zIuA$l=%7EWPjgphDCm4H?xAU@HBr@(T&(O~PUo`XMffy>clP^Nq>$er9nOOK{saVu zKTHA~EdSepFiHL*<%4_d+SBb*6_&sA>O6)!(4il#_`dkA?RJKW8kgw=S-wJbf-`0x zTcn0(%}K>IXEU$YU(Hh>B3M&K8+P)EXLLXZ;%j5hK{sp0{glWkX+}qL@6D9o*Pbx* z=NYwzsue`n50NykC0*I#{1BLd{P{?g`%RdZr5v{yli3`IHidOQxo;Aln7S%UD)-*Y z$qgIz1gx5l9fqTM>LLvl9a$3RO7~$28Jx5^JGstnj{X8|WL;2@P|B!3AyI(Dk$L-f zfiQrWfw3X|aXvrzgUC0j!ypzQ#EYlE3d%qL9nB!|v!E?g(X*=onTp4i!sZC5!?{M& zGD>_W1}46X27`;C^+XPxO&txV&r|@~H((EPHtMmL%>uoq&lHG>4%=dc=3fhSYUI_u zu;$fud$L>5%i6LGU`D`JbadXE*>URYnCT(ResYgl)cT&=O{yU6QhB35yOtNPTua#2 zwHo-iDu3EOjx4p2Vt@3q--H49RYL5u5oo`$AalAsH`pg2gZ-)ITU#vCWip$PU?(GQ z=nBe! z%oZoTG>LmBC%E(T>q<@nX)f+hN*SJ+JUoC2;m0piz=S}hS3iEKKm4O%Ime2rri0w# zX1Xpr&}Z?j^@*nxp?xzEP*EIFhHGoHgROVnu_ME@VZhdMjONMYS!uRjPMX_s!Y0@J zq@1g(moin?x%#NYdZEt654pD?9s_FlxCn=q_(2En)Ik60`Gz^Qw`|QtAid@&Ba0jU ztyt+1Nm}oD`Bvto``j*RDedmbef3j`KDRophK*}O?%jJE2Nvtw#AfpKy9cv$%TGcT z6}6062cIH`J@4U}8f}Q8ijNE_^L|%0MO3LhC+`p{O^8xBnr{p+tA<)##wDfn zjUm-_?0JFx0ywZysCxkR#v*W-M2MJnN+>r>Q`_xlizxW8x3cov(kzUrb$8A z6T{h&*%btQbBU;iF+B$|AE)AXl_B|vd}Dc`kDT2~*^l}>sJ5K)3npV=d~D~&4n#$G z*{JTD6(S~M6nWVqYx2H}=>S-p^P7T50Bdvo57wp%z}i^-SFFu%Lg&F_CIrCR_+&Ez zSR3e^V(DjYlYe4uxIBIC%A7Vc7tCo@r?) zeHyOuJy5&dkshmWxhFN;7WQY*MR4c-5|nZk1P6bpDIQHSaR2&zW1{*)g=QLRsn4g$ z;j_Gpi;Al1d727J4N?eA9fkIm4l*nyE^mlpOMHtw2BMPr8SD}4*(Fp+fB4rB7E`Ix z9%}xT9xZNv;ugXF&);D)iS!e`84S(q#LC>mpZ|$1A4M2+0-0R=|`7QvngO z9R74?L(l?Qh0#+lZy3P95MBmKs)El()JM>qkRgKdQ9gGX@CFXJK#wj0E8WV9Z=v0V@B7d}8!OdN7iJwRWTegzD}{ zj6TSCK{>*BVWH{*QO3B;lp2Et#1e=*qLQBM;b7I{-=Ht2( zsv8+hn_pcW3dGI`Gg_Vd3xI$~Q;0LFYEXbcm4`ltlff#{!O3uxhiG))*R4O_E#z@i zjU4RkI4GQB@X7qBUDD@19?psKd$T$z<}>JeeB=v35}Q+=8%sCk9}iC-&Eaw=RnZ=t z(`JGCKoezVulj~`0E9UgU79BEBqNiPZcuB!tj}{nCQLxP)JzcTt%{b~*x5(<_a*Bnh2FaqTiaDCwig=<8G>e}S#7Sx8C7lqVplV5BjN|}otOOeoz zl}8TUC7x%_&3}dVo6t^F)RlYaSy_v{I>mS?q=p&n={bEZ*!E{>r7#zLQQ^fWO?q@4 zInj2EG2o0itM2GS53^qZ!}^=753t0++3?Cl%lOGHcmvs=PKDqI?tW;o?0WTNecmhd zMJoAu;FI}nERH<@aa4A5?SUhpG42>l_u+F^JW>tFu`{0VWPny?l4s8$i|qGrnO!fC z90IVXw&dy{4Bhvc)hAsAZs8?Yy4A~5n=0&=++Ab#HL%+VsGj1XXOX3gd_x~nH?X!# zuYrKN)VQaf=yYJsNHcH2eq92Uj~55)lY^on$5^*ZNd6sM@fN5m(YH%WV=Gy_N$Ts67x8Y(cGB5mYt*|ksMtp$M|qXQ!~c3_3jpMV5!eM%*Hf? zvu()AI)pUDYohXVWBe+zlJbKzX~k;8+<4g`@Y%s3mN3Z7IGTvv(|g#H*CUmz<`R|y z-DWHmS14DVwpQW(!75WeS#DstU&agZ$_v&43*LCBu$OK<{6Ym1rlVXk==W>Wdo+X2 zcqIvDezDiGo+bAdAlosg1rx&0acg1aAY!>B)jkAo5ZWR0sd20w>VNn_|FYdU}E(jd|F$e09O`Vdio_Nx=+$o0mV#|6(e+w=@ESY74 z?DAYUu?+RzSJD1VWCc~Es-cAfyuoXQ(=6vWpo@E+7LQor*zV@gwy!>xg@tKd=@@N% zI!acPKmC~p-q)p!gu}kOBs4ih25){D=j^vKFkq(EXbEr;-w=)u#%m(d4Ng!qNB_lB6}HAKv!op!tOfOUAr;VkSB^oDWfxLv*33oU!c9IoaYvb>FXq*{5}^|>6{Dr0TYRJK zz$TXdN;3WpKU{G~LQJ@m)taID6--R;0<1w`YGl9?eV+~f6Imi)=q^7LKFGgY$2|ysi7#!ZqEd1)u6rDI_*D`C|s1- z>S-TCEtkntL?@7+?2HSHlV7DB(0?6Rx#MKrOy(ynGovgKd+2~>?8lID!l?!?+hICM z2$oLL^!Kvh@6@KfXtB;V6Z3j6fyO&JJsf&>7Gl-FeVZqB3!<{K8cHH+hCdA|EmVry z8%tUS>n^97$SNHVmu`I$FWOZEFH+1EznY>7O$u=74jovxY<7W0EFT4r+*X8!(GJL3 zo6Ul^97-Zflkbh(N8^XWh1}^n@{i1`Lx*%3EY(X39iCuC1vGZ3U!Ew;2`P{J;A!PK zKO!%TUcC+6e-2vNZQ`_ej|~QB;#geWfkB z{$P5^O?9P_XKO{5|AqD|#|_1THznIby~BvcZB$6oFe5J|m8dKJK;nSAO^i-rB5AiL+?dVC!OoFLakNp605ME{n93>t}0qP#E@AlTzQ$sS9%Ow(GXRxk`7=&%l}fbniDP#+C)cKQ5m> zDfi7+e}{zNv?LwD`iME_vM`y&wzBTXjGV~AY6)a_4oE=R1I>sY}w%|T1uB&#jF5k7XrOODkEwUaj{ z$aOr0yPy%F&JTo!2DRnHk&KD5PoPEdM%r$(2bC@qIUoerTeoe$j$1ip!sQDPiPWR@ zkAW~=$_#F6Aw7RKY)sFVfnck>BJp9kYVnInYb57-xp;rvJL;a$qNHay)suxyBy@c| zi6{SsE+_sbZfxy$tFw3;-GSzS95466MpxFohprp6LS^wO-RrZ(^vHZ-h=cjpZRI0T z*M|O`ojWpJGAtRfa#9i< zH77=v<_pS3mQox%wBB`mDLcPy_{v&e!1I53tEPSFG0VcrvE}o-+jl|9KSs(YW0<*s za`DDxh;)y`dKmG+*f#K(L)pD^=|mB#_Tu?jqk`L0L=4JOypGHp%| zkoZ%6ppZq29ITm_;xOKj~8bGZai0u+3;pokyqsGzMyh9$op0;ULp4Ua(<#Sm!}m) z^%v%&9G^;4-18G(n8%yGpW&WuQW`oriQvllw~r?cd3-S?BmM#@ zUiKXcenb|P;0xgj5#bLf;0SI0!3st5E(2~ArZcEY*2qn}IKB3donUomJO%6XtJ|RF z!RmnTTsHohFe6sAwF=646c!;Wwq8Z#wn*ZRkOxSBD!{(k)uqE zP$C!Cu3fG(4Zm6Fb7Yw|Z&os8uT#i&tiGRJo(Z7*XrZf{!j?N6METJnR^IAjqZf76 zfg($yJ*gs!SfT5$Y&{gU6>-+&{2tb$UqY*T-Dj5-Z6(#S_?^zhM|>d50K9i(irG0WX_KkudmtU7f+7-Yo7 zvP~jd}v>*yJW6QV_%(&pq^oOEnx$GBfWvVPU67I*! zKUq7o@)AVT{#@AH1{t;z<|}#k-&8buY#Q;ppY_HGoKxWkwskrA=o& zlfRSgzd^Qj)C&KVPhwyJbQ31DGqi-^=KfE{=zk#x8~<+(_TL=re|muar#M*Z_!7-O zVTR=om;p5L{#RMnzxqw#{-Rq5OR(Q=ROJwC(X8O}?;Kp+MDwJ!5>&0ERW7$@g~VmH zFXi$)6lN9jx#`%urPS{|8E0HAEsvo$lUGtPxsMeiMOP39924SDoK;$9}rF-bDb#u;UAx&So9Yh5s5nzOlMX zf1jhfB}DIcM7^>w4%ynNuy5LMP|2k!-|b$lTRVcUEp+ha;Z|e)p4Cmg_f}gg{rr<( z#YAfm3#^870A<9ESw65J*Ih;TYoR8R9h33BUT~D%Y0IpgPu0!awGyv6b5{aECI|2B& zbOA7&I)2_1=6D8&R|x3%ZZ?*Hh@%|pvPr#bHYJuT>z9(AFUu}RL&2u0XzMKAJPkV% z6HCFyS+r^{(mb8+n9o3sb9)%&HaSTl$JsfaNNamz{AiOM{g_Tp+_^s-oJ3yxojWc3 z+SqU;Q33FvfIAI+Z`gb!ks*mZQ88Ou)Ps>@Zx}79I7um6QNTlzbdOR;`(o_l`i%~6 zoy=XVs!G@6-0OkxdGHsX^JU+BOnb+m&Pq4c#}(q!Z6k1g%I8PeR;LoDKY`{?Chh+b zv2UeJ`A55;VM_v`01@u<#lnu5{r@5M0Sfj1L+qRXtJwF-Sj2kA?&WDn=c86J-gRE9 z(qWmg)%{h?rk-!X)YwOEX20En2mGb_h3&>n5%1Z(hKKDX*Mb~(uF-T+YlN+K?Azi2 ziW97F#`~P}-$idNie=6d1bTazB1~j!&XHvnn>D?pY8q#7!J3xR(9t0uHApWM^|p6* z`2A{2H=X#R-xh5-p^vRw9)Lx=gVkrYqxNO82Y^^_?sIrydi*ab<*ZyQlh5zTrkv15T(rdB%+}(l~22l$M@i& z*l&}q?2$n}Zg*4Azrbzr#3ILe>oLQWLyq^veYAKWLC!1Z3D5*FdF3>pxGm0Z3IH!< zy>K7(97v?_%3(ivj08_Ak@;lTEZt44(rvuWT(NGUxAS_=H(#829cF7jOl?J2X*&7D z#H}I!SRLfq+2Ml_oiw>b3=1v(qhsn%7VZCin0Yexvb`6Ym1Qrn8?SCmvNKJi`8i3t zkMYX-R(iDj_gI5`oy#vg{Y^A!y3dQwN%dCCEu9nwT8A*f#x6?mDG4u?2=^q_?r#n_ zV+Ql*Erc>lxAU^uq3^v%UQk7oJ~q!qK4uR&AxjZ|6Uf8=LmZxQnZUPC{XJA)j>x81+<6nwT|Wa2Cc_lBb0mdDBn4x(7I%4`L7WlmA;F|0jW* z+SBLuw?O_d#Z&(u0y)k<1oDAFKe*`Z(M^JGpyHrE%`<;6X#dY_X#PK)XZrt*nSW#E zzq6tFmoT%|UL5`>%>2QX&O!g*+t93VBDI~URfho`b+ho1DAK}#78rwa+=9wnURK8T z?Lvo}2sI!+J;c>oW!NMLMbFzeb8+E@y5;!tPI!0v#WLN9MCx5N@yY3AvTQVjZJ$@J zxgF@>%54~(8u{t)_@eU_`#fODZFhK>6AWzKa**;xudOu4EtJP43VP!WWCrqXzf-<* zowyDH3g}KAY@IPjGeztcZ{2?T%BzhDjpi2^$ohs_yi-lk33DeRndX1D$o7Iaz>aYP zi_Xyb)eC#Tx8)LfQeTaN<~f&3r{l13g_NiI>FUirvNi0=MDI(A;X5@AzT7OA!>jg~ zpR`YA=#|RqhXf4`Pc~v$BNUDx#*gH~9jUU^{f~|{5rz-@0j-JI7a|y$jYtod7hZhC z6x(5=(T%;#7Y&l za~qQ=X}_T}QcX;i7!U=kw1M}139X%55x=bdu1^hN2{hG93)I8{1Svc5lmBqL`fy5B ziUxHP*gc2zHg%N=F`e|gK()rKzh~}5I>a0luN96wad~YK@EuMXiw(V6zFm4zZ%4Le zMP>2oTVob&=#*w|tTKr@5M3#yE#*G38d^%Q9mRg4U6-QfIxIGcRGvNa*I3O48pCbv z3WlQ9YRO&befiH~R|)EK3gv+oNObIwEmp(2{ymxw(VUu2(e3FRNygvPD+HflV<|VB zq@QRmz}edO-2+l5B?B^YJ7)B&46=vYDNPH9NkZ$t0yCsF!5B|R8kGrYVhcTS=Yz5J zGD(h@-FS}KKE8`%4OO3^Z;fdL_zkCH?J8$h8H7Y$R1JJV*K5Veq{&GEl{;aFU>o(p zJ6@5(o2y$*k+yEOle$X3rXDe?kR02l?Erxk)ARtnX^B$3j5DfWW^ej>0oJy=sOJ2n zGtMdRs~@)&jeGU;o1RJ z^qEA#3-oq0cj8cn_3XOdcYmE*F}tn1tNw*JnJd0Z^<(@$fSUCWc6&B}2mimvQv4rw zd#b;uVjHODEvw>FZArxQNPcg)n1n8C&H~K2eVKeGeR0lx+icBREFWBp@HxC{g}lzC zxTO5fTmF`cy%}cRsjW}0C|cW!Xur2SshP6G*PNvN%fQP zxjdVS-&XH^7cJ6nzrC*NBaPfS?|1hXj_CV33j~{Z66^PU*07%+!m)_muZ30CdTa!z z@88l_ma|*W%>y8Ix;@9KyzKF^-VfG>Yn~c$s!|^&Cm18F1lmR#YJ?i8Z91)Zt>f)G zOeGY`L06PN&ia*q@<~rE3Ou3kN{0PrDWXikplKO^Ge+bMk5J0&9mJtAAtgw(ajm4A z*u@POqm|72LL8ytd2WwABX?LB)UP8Hp3D~Xnw;tb84+R%cai(PUU&IZN5c2PMmmKH zaRvzCDn$Fxk{i)nCJ7qKp&*M~2DuzBP^+8yX7zA>K=K(xuHbHhSt7xl3;ILQs=)mu z`ErR`5|9DjS0YdpE&$I6S{axv&`TPXdX2M9I{z7>{tAxa7J|bZxkM)TyIy=H$W;NQ zh_oygG{aGsQ{ndoh4p^sK_~s?%%Oo7lSLz;5U$ zWMI;%vphhJ)r9R+OxwYbwhp2mU4y}s-{quVuVPrpv+XA}-T5qz-U^Z*5_R4Aj;3BD z#Mb3F?|o;MUnCO4m@lU>&%!6$CY^mxm~>X3$1b&Uu&?ILM1Akl6xPj5w|qcEx-%LJmY z)$h?AGyo75Y?KagJ3ztHYHatMrL7G?RIgj%IqypPcZy(sz(-?MV1I(oA58lH8{s23 z@o)J28$SQ*pe?v=V#iyK#3LBm*1i90CyB}G2OYKYhS_{#L*=;WKM~W*EcRUg+aRbQU z&($w(FJ7uyg9?{RTQivh1LN%R8yQ!-5*yh}1jc$naEZQ4zUG<_eSO3StB^2i8TW8T zaMQ0;A>-r@g9Gz#Du`VEE#l&;Z1e7KJ#H@d55U8%lLmDM6_eawsggI?iN{_l_@1|aKY!&=@TrZ+wL(Z;96`r$h8>EJg-zTF7bQr6HQ)L3QR z=>~|nICU7D)T|2sn*YcmCEBsiEJ-WACT%lJw$7_Z!yiQhSv4Z??=64}C`2si8iIi< z=#uY}|DgrH;Zl}!RjPMqwxO4N<&OTs9GgWV2Rw=t_RNi-4yp^L4J0cFiNFqzb)wB> zR2i5qXeblo4vx|cjrHV_N(zcQAU_1nWa(#T6~HM1=K##v934PsjP;2*oc$8hU!j}0~uB$7^LY2Q-tr$Ur#slwfqks-Q5z%3{g z*FKfu(&<_OeK((KSZsV)jAlrTW>^d_G0szf_c+*lj`FF5=~{tqSgidsK|SC`Mo>>g z;3CU=9Oykq`ee@jWDfRZPV!`Kc-{ZS)_02_)DP`-t2)khG{5DxeS^BG&R(Z0&pfmJ ztiJM$5SBnYd=?_KDuwYGwn`>=@J|E&4?^nyz5(yR!lj))yV!&cdG5uO&3({nv~P4O z6>TsA(1c`8vVVsgU--8yXR{4LiPH64s-Fr@7n@o-BMl(qF`$2ES*r9ND<|F=2|XSF zi>)@7K~~MGrPpx+1f!1#7=pYfDZP~r2f$)0iqWs8)p>0=5RmB_51qe1gnb5-MKT-R z-+*_|Z}W5gCh>|Ppfdl<_3%FV?BTpu)M|pwTIXBFP|I^?Er~I1EGo+lKoe3c|0+}W zt;Z-$(BJD6)IK$dsQNYl4ND^c@CydZ(&fiitLz;U@7<60)0ZEN_*I5E13wdYDfO|p z<#Psst-7N8VY?&_yMT*ts3aFi(Re-{gmQdVbzbpUtAc1#F*_K3v|X##o^%nt=) zh7Gzxc@pRpkVR%kv7d_bAw5iig>FW9mONi^zi{vB8U`V_uz5n%yRzq_&qvu!`MR4D zIZRhi*r_b&TblH$i2YQE_EhLR6%UHQ1mP>oTNdc8O!`#9@l*o-R06nT1Q_E(Vp;KV zoTLOUqP)j|r_^@yRd@4$?dG%Y=1&ZZ>BPsikPyI=6T}b_#E=lkNOz?6kJG*OUd9FT z;WkX$xB*J~KUjgQVN}AZqs7!VR{W~RGu{e1vDfUlyi*kQ115eA`cum|*1xt*A!KLz zZ$#Pumfrf${YBJSFuO9;@I=^LudlgQ#XU^KN{liJ+UAsBr!P}*R~cmd8~4qt>FepL z&(jlktxV@#?c)!$&evQ%`1+i^4c3>#^UA}M*$KD7i*>dRY&FEV?SrX>$#;tLo8s+K zt2jiW$I>4gaxnz?yoiqP6=y|Ar^M%auQ^NS)oYX-E7{8rMl0hafqKh3UQo}@I$-jv zfq`FrU$&<1*Yf4{3X^~-TFEZlD0Yy>Cl&j=(H@pv$L)U+H^^gB(xf-=W}DsWT?q2U zzrH%KKd&i0EQ|d}PW^z13fs99zyXZ=xZEqDmG%fg{zeEOl0fMGCg2G0isJ=o;6R1xNz1FiLlnO}6Ge=mKQP%wDdyi(AYXRE~0VT>{xPL?IX#PK3B ztxFBB{s6qJ%=AK(qnIG`^VVHv(h~)o7SL5=F$<}9b#u0CdKf_ zJ#b8tyz?ypbk_)Xq*x zY-?>gY%-1}5*lsp9Lmnp?pP@6FJ!z5^$8qaEd5@TSa6f0Q+!=+2bJs~{cw`$5^k2I z31VOHWSUs6_R_zjbe__)>bwxnwI|JhM>b5f5PN=V?=P48G7*U=qlH*2eg!d{J(Fi! zX7Qfq=Hg671el3r@0)B8vl?}y`lGaPi?|0+rX-nofr(ExdS+qyYvP(^?rT{CiO*Jax=*(B8Pzwe4-RJ znZ2CZ$XpefJIb+#I`F5K!@X|6^sInFZk>69k&1iNhW zY2-jhx>e{9eAje9sE@!za|r<&ZrFSLcI0tbQtQ~%j${876c#Vo>II{jbY`HJLKo>y z*VZAy2l2KrvSW-f;#RSO+GI>eb_n#MpEhY`K*XZnA^j=k21D-x>>Jj-vY}m~c01G2 zT_E;#lnGBmZ>3)^9{UzN$lO`F&Z_~p~su^#d#eTXC`S9{k^Ex_wpv((dklZV9)a1 z>X5D*;7N8)!=1OlT9wc377+s3$+b8$X}Hsg`{HR%kuAp5ku7;ar*Iqn_y>Tn{WC!1 z9qo)=i~!wADeR3+l}*%X7-*U4X&KolVdw;0oXzbVDJbcbEu5`Q0DqNS3@uHJoB{WQ z0G&*o0k26L08SxvvjA*s%mFz}M@JJ=N;)YM4>vnUVSE ztql!qZGV3OWph9QeZcMSU*rp+s)?f$;H?RnXc?FpSU4D2S(s=TX<7f{8v;%Me0FII zR}(_Or(&Tbw6ZsFHg_^HAawo5iLA8Dv<#HLTeq6n8vk|&GO+yfZ2x~xo-zWuqy0U2 z%E$!Bp#EdK2gsxT;XrOj@ z43Vs;k0Sn6d=m@`8IC?czJfSFZUVamEL@(w(qCL4pn#%+0yGjhBp(fxWtRVE8j`Za zRVh{(5UHR)h@=IMgSUA=J_-dY89bzLpdsaiOhTx*vOL^E?IMl~=`|4^D;8^#z-E_u zUcOvTp8NZS6~dKBb6KAI{k@q%u+ZzLX;q8qV}0`W4~(_w-Nw znNU@(;!p)~keb;tgJuIcPb%c{^5dqco-0x9TxjQ&%pCZKWqw?5oUZ(MFInJwU(#Q) zyf6xhke~PkCe1Jx7DCO}EfU^yP{Tci4bTg3-SaN;=@M6(Nsmh`@s(Yu9&jT#zvSJ5 zl5fA+ci?Jg$C{b#(1y9o&yUc3-m`g*WgFnD9xa+}?H@lnHH_rebVdp>8CTpOo?T&R z{v1202Bln{&3}YcvoqH*ntd&UhB(3|EEt-x?Evc6L<|}Ai+6Pt(jp2cN#$uesoCd8 zc2u%LP4(t!b;&+VBVJ=@IXT9>6GCf#LtJC6)tbo(?#&n<(1PB9U&hIXn46LaPcnXb zi;L;k52adWmm%4(5>QT(I~Pv(@N$<&BD~`h5jxzaYLM0(A1f`s*=*b75a-=LgB&$5XT0W8 zjm*=9`a}K%L$&y1)o4si2lN9H9@h$*_&ZVsmS77XpDvuhtgCM1Pu7yYR7)p7#js;v zEipCC^K+dh$Mz|1;GB*>LcRr z5qFa3btGDL5jV5GR*MI}z-|g1zDsjCUtx4Hf9A4X6Hqmo+*8_>wY}*!X4^gox^F0Q z>Gqzrb~{(%9k3$QwZ49seZFVWyF0t?I?g}jb24qN_|ql%pKW1(zpkh&nwY}SN!S{j zxD#s86Ed)|>A=t_S$LZKz6(RAMySO=$VA8hcv8{M&KdCJ?@N>7?=wv80FQoO<9|OA zCe-3)6lP)P5M^Z*rDqgiVPg^zWME|xU}k4xV-yr%7G)RUCH$`s0ld#YE@;gE5v2bY z3U%Slj@rp6pbcKt-(OKkwm;J@>{w3Egkh*$u(?pqOV!s|njVwkAxWTu8cZR9E?E*X z9G4J%eghRIAu}C=B1Sce*j?V(*iGEf@XBd_Skf3AE5{uR^k8MMEtrpJ`nHRt56=RH z{l#C@QW^o)0NFaPA+ipON*}g9xq!49%~kQoXPO{M^WuiUI@~1Y!sYQYXXc8Y>x6uf z`*55lghqGc(Gt)#{|xTqG1M+Ik+TMT%T=lm^8n2fBjtl1VG!nlE^vpSY+bHH&GSCf zt)C2-q6P5NbHN*~D`_1*Mf`|r31>YFRBe2X{xeBY(l7Au6O z8q?E&;I`YB9SCv@2{)A39xb-pfgPB93oX<2#ItN|qG|0&h4X~fORIF_tQWD+$##R6 z8hv#{r10jPL#btxSK|ls=DVl(QQpg7+YISL4!mU0`5s5%D88mvQYiOrN>U_#(MwXL zd#Yc)^L%foZK1(r`UbVmP5E2JOt@KyqUCYGQs3r-FhdHKt#tH0s*z2^jJDyv6`&o* zwyn>$FA)Pvvil|N)uqDrRdJuQ$oB9?U+qT3!NVfOO!-e7OMlTwOA=3t86gEf$wV_c r-J%6umqkBVB$egAj$$Wg14n0fz!Ct4@&B5!xrMnAm#V6(zZ(|-QS+^H literal 0 HcmV?d00001 diff --git a/retrospectives/2026-05-06-tide-twod-cleanup.tex b/retrospectives/2026-05-06-tide-twod-cleanup.tex new file mode 100644 index 0000000..5320ce4 --- /dev/null +++ b/retrospectives/2026-05-06-tide-twod-cleanup.tex @@ -0,0 +1,289 @@ +\documentclass[11pt]{article} +\usepackage[utf8]{inputenc} +\usepackage{amsmath,amssymb,amsthm} +\usepackage[margin=1in]{geometry} +\usepackage{hyperref} +\usepackage{xcolor} +\usepackage{enumitem} +\usepackage{newunicodechar} +\newunicodechar{ℝ}{\ensuremath{\mathbb{R}}} +\newunicodechar{⟨}{\ensuremath{\langle}} +\newunicodechar{⟩}{\ensuremath{\rangle}} +\newunicodechar{Γ}{\ensuremath{\Gamma}} +\newunicodechar{·}{\ensuremath{\cdot}} +\newunicodechar{²}{\ensuremath{^2}} +\newunicodechar{ψ}{\ensuremath{\psi}} +\newunicodechar{φ}{\ensuremath{\varphi}} +\newunicodechar{λ}{\ensuremath{\lambda}} +\newunicodechar{≠}{\ensuremath{\ne}} + +\setlength{\emergencystretch}{3em} + +\newcommand{\userbox}[1]{\par\medskip\begin{quote}\small\textbf{\textcolor{blue!60}{DM:}} #1\end{quote}\medskip} +\newcommand{\claudebox}[1]{\par\medskip\begin{quote}\small\textbf{\textcolor{orange!60!black}{Claude:}} #1\end{quote}\medskip} +\newcommand{\gptbox}[1]{\par\medskip\begin{quote}\small\textbf{\textcolor{green!50!black}{GPT-5.5 Pro:}} #1\end{quote}\medskip} + +\title{Tide retrospective:\\\emph{2D cleanup --- refactor through AddSeparable}} +\author{Daniel Murfet (with Claude Opus 4.7)} +\date{6 May 2026} + +\begin{document} +\maketitle + +\begin{abstract} +A cleanup Tide chained on top of Tide 12 (separable-potential +abstraction). The two existing 2D files +(\texttt{SemiDegenerate.lean}, \texttt{PureQuartic.lean}) are refactored +to apply the new \texttt{AddSeparable} lemmas via small +\texttt{[simp]}-tagged bridge lemmas, instead of re-deriving +\texttt{integral\_prod\_mul} plumbing case-by-case. Net delta is +$-22$ lines across three files (the abstraction itself shed an unused +hypothesis package). Public theorem statements unchanged on the +headline \texttt{cov\_affine\_*} and moment lemmas; only internal proof +structure changes. Build green on first compile, zero +\texttt{sorry}/\texttt{axiom}/\texttt{native\_decide}. The interesting +process moves were two: a deliberate API regression on +\texttt{AddSeparable} (drop hypotheses that Tide 12 added as +discipline; the concrete refactor demonstrated they blocked rather +than helped downstream callers), and a worktree-isolated tide run that +confirmed the structural fix to the recurring concurrent-agent branch +race. +\end{abstract} + +\section{Setting} + +This is a cleanup Tide rather than a step outward. Tide 12 landed the +\texttt{Laplace.TwoD.AddSeparable} module, which exposes for any +$L(x, y) = U(x) + V(y)$ the generic factorisations +$Z_{2D}(t) = Z_U(t) \cdot Z_V(t)$ and $\langle f \otimes g \rangle = +\langle f \rangle_U \cdot \langle g \rangle_V$. Two existing 2D files +(\texttt{SemiDegenerate.lean}, $L = (\lambda/2) y^2 + x^4/24$, 514 +lines; \texttt{PureQuartic.lean}, $L = x^4/24 + y^4/24$, 478 lines) +re-derived these as case-by-case proofs. The cleanup Tide refactors +both files to apply the abstraction's lemmas through a small +\texttt{[simp]} bridge lemma, leaving the public theorem statements +intact. + +The Tide chains on top of \texttt{tide/separable-potential} per the +linear-chain branch-hygiene rule; the new branch is +\texttt{tide/twod-cleanup}, off Tide 12's tip +\texttt{725c76b}. The Tide ran in a dedicated \texttt{git worktree} at +\texttt{lean/laplace-cleanup/} --- the first concrete application of +the worktree-isolation fix that three prior retrospectives have +recommended in response to the recurring concurrent-agent branch race. + +\section{The thing formalised} + +Three pieces, in order: + +\paragraph{1. \texttt{AddSeparable.lean} API tightening.} +The \texttt{partitionFunction\_addSeparable\_factor} and +\texttt{integral\_separable\_addSeparable} lemmas drop their +integrability hypotheses, becoming unconditional (matching Mathlib's +\texttt{integral\_prod\_mul}, which is itself unconditional). The +\texttt{gibbsExpectation\_separable\_addSeparable} and +\texttt{gibbsCov\_addSeparable\_fst\_snd\_eq\_zero} lemmas drop the +weight integrability hypotheses but keep the partition-function +nonzero hypotheses (those are load-bearing --- needed to divide). + +\paragraph{2. \texttt{SemiDegenerate.lean} refactor.} +A new \texttt{[simp]}-tagged bridge lemma: +\begin{verbatim} +lemma semiDegeneratePotential_eq_addSeparable (lam : ℝ) : + semiDegeneratePotential lam = + addSeparable Laplace.OneD.quarticPotential + (Laplace.OneD.harmonicPotential lam) +\end{verbatim} +Then \texttt{partitionFunction\_factor} and +\texttt{integral\_pow\_pow\_factor} become two-line proofs each: +\begin{verbatim} +theorem partitionFunction_factor (lam t : ℝ) : ... := by + rw [semiDegeneratePotential_eq_addSeparable] + exact partitionFunction_addSeparable_factor _ _ _ + +theorem integral_pow_pow_factor (lam t : ℝ) (m n : ℕ) : ... := by + simp only [semiDegeneratePotential_eq_addSeparable] + exact integral_separable_addSeparable _ _ _ (fun x => x ^ m) (fun y => y ^ n) +\end{verbatim} +The \texttt{exp\_neg\_t\_semiDegenerate\_eq\_mul} lemma becomes a +similar two-line corollary of +\texttt{exp\_neg\_t\_addSeparable\_eq\_mul}. + +\paragraph{3. \texttt{PureQuartic.lean} refactor.} +Mirror of step 2 with \texttt{pureQuarticPotential\_eq\_addSeparable} +as the bridge. + +\paragraph{Public statements unchanged.} The \texttt{cov\_affine\_*} +theorems and the moment lemmas +(\texttt{gibbsExpectation\_fst}/\texttt{snd}/\texttt{fst\_mul\_snd}/\texttt{fst\_sq}/\texttt{snd\_sq}) +are unchanged in statement and continue to typecheck through the +refactored proofs. Net delta: $-22$ lines across the three files (64 +insertions, 86 deletions). + +\section{Proof strategy} + +The cleanup pivots on two simple observations: + +\begin{enumerate} +\item \textbf{The bridge lemma is \texttt{[simp]}-tagged.} + The semi-degenerate potential and the corresponding + \texttt{addSeparable} are pointwise equal as functions $\mathbb{R} + \times \mathbb{R} \to \mathbb{R}$. Tagging the equation + \texttt{[simp]} lets a single \texttt{simp only} rewrite the + integrand of \texttt{integral\_pow\_pow\_factor} from the named + potential to the \texttt{addSeparable} form, after which the + AddSeparable lemma applies directly. +\item \textbf{Beta-reduction handles the lambda shapes.} + \texttt{integral\_separable\_addSeparable U V t f g} expects $f, g : + \mathbb{R} \to \mathbb{R}$. To recover the existing + \texttt{integral\_pow\_pow\_factor} statement, we apply at $f = (x + \mapsto x^m)$, $g = (y \mapsto y^n)$. Lean beta-reduces \texttt{(fun + x => x ^ m) z.1} to \texttt{z.1 ^ m} automatically. +\end{enumerate} + +The API regression on \texttt{AddSeparable.lean} (dropping the +integrability hypotheses) is a separate move: the underlying proof +bodies were already unconditional via Mathlib's +\texttt{integral\_prod\_mul}; the hypotheses had been added in Tide 12 +as documentation discipline, not load-bearing. The cleanup Tide's +concrete downstream demonstrates that the hypothesis-bearing form +\emph{blocks} the bridge-rewrite, since the existing +\texttt{partitionFunction\_factor} statements have no positivity +hypotheses to source the integrability witnesses from. The simplest +fix is to drop the discipline. + +\section{Roadblocks and resolutions} + +\paragraph{The hypothesis package on \texttt{AddSeparable} blocks the +refactor.} +Tide 12 added \texttt{Integrable} hypotheses to +\texttt{partitionFunction\_addSeparable\_factor} and friends, on +GPT-5.5 Pro's recommendation: + +\gptbox{For Bochner $\int$, unconditional factorisation statements are +brittle because the theorem you will actually use is typically the +integrable version. \ldots~Downstream files will naturally be able to +apply [the hypothesis-bearing form], since for concrete potentials +they already prove finiteness/integrability of the partition function.} + +The cleanup Tide is exactly that downstream, and the prediction did +not hold. The existing \texttt{partitionFunction\_factor} in both 2D +files is \emph{unconditional} (no positivity hypotheses, just $\lambda$ +and $t$ as plain reals), so the wrapper has no integrability witnesses +to supply. The choice was either to strengthen the wrapper statements +with positivity (a public API change in two files), or to drop the +hypotheses on the abstraction's lemmas (a public API regression in +one file). Both Claude and GPT (in the deliberation for this Tide) +agreed that dropping the abstraction's hypotheses is the smaller +change; the discipline argument applies in principle, but in practice +the unconditional form is what callers want. + +This is worth recording as a Tide-skill calibration: ``Bochner +discipline'' arguments are theoretically right but pragmatically lose +to ``match the existing caller's signature shape'', at least until +Mathlib itself decides to tighten its unconditional integral-prod +lemmas. + +\paragraph{Worktree isolation: structural fix lands and works.} +This Tide is the first to run in a dedicated \texttt{git worktree}. +\texttt{lean/laplace-cleanup/} was created from +\texttt{tide/separable-potential}'s tip and held its own +\texttt{HEAD}/index/working-tree throughout the run. The parallel +sessions in \texttt{lean/laplace/} (which had branched onto +\texttt{tide/bounded-prior-continuous-test} and back to \texttt{main} +several times during this session) did not interfere. Three previous +retrospectives recommended this fix; this is the first concrete +confirmation. Worth lifting to a Tide-skill preflight step. + +\section{What was Mathlib, what was new} + +\paragraph{Mathlib provided.} Nothing new. The cleanup adds no new +Mathlib API consumption. + +\paragraph{The seabed (Tide 12) provided.} +The five generic factorisation lemmas of the +\texttt{AddSeparable} module --- the definition, the Boltzmann +decomposition, partition factorisation, integral factorisation, +expectation factorisation, and the mixed-covariance vanishing. + +\paragraph{What was new in this Tide.} +The two \texttt{[simp]} bridge lemmas\footnote{Names: +\texttt{semiDegeneratePotential\_eq\_addSeparable} and +\texttt{pureQuarticPotential\_eq\_addSeparable}.} identifying the +existing 2D potentials as instances of \texttt{addSeparable}. +Everything else is either deletion or a syntactic re-targeting of +existing proof bodies through the bridge. + +\section{Lessons} + +\begin{itemize} +\item \emph{Worktree isolation is the right structural fix.} Three +prior retrospectives recommended this; one Tide actually used it; it +worked. Promote to a Tide-skill preflight (``run the Tide in a +\texttt{git worktree} when concurrent sessions exist on the seabed +repo''). + +\item \emph{The Bochner-discipline argument loses on first contact +with downstream.} Tide 12 added \texttt{Integrable} hypotheses to +factorisation lemmas as documentation discipline. Tide 13 (this one) +removed them, because they blocked the cleanest refactor of two +unconditional callers. The right convention for Mathlib-shaped +factorisation lemmas with unconditional underlying API +(\texttt{integral\_prod\_mul}) is: stay unconditional unless a +specific caller's needs strengthen the case. ``Discipline'' alone is +not enough; concrete usage is. + +\item \emph{Cleanup Tides have higher leverage than they look.} +$-22$ lines is small. But the cleanup makes A2 (quartic--sextic mixed) +and A4 (mixed even-power 2D moments) one-line specialisations rather +than file-sized re-derivations. The next Tide that adds a 2D +potential pays a constant cost, not a file cost. +\end{itemize} + +\section{Follow-ups} + +\begin{itemize} +\item \emph{Quartic--sextic mixed potential (A2 from the 6 May +survey).} Now a clean specialisation: define +\texttt{quarticSexticPotential = addSeparable quarticPotential +sexticPotential}, supply a one-line bridge, and the partition + moment +factorisations come for free. + +\item \emph{Mixed even-power 2D moments (A4).} One-line corollary of +the integral-factorisation lemma at $f = x \mapsto x^m,\, g = y +\mapsto y^n$, in either of the two refactored files (or generically +over \texttt{addSeparable}). + +\item \emph{Promote 2D atom integrability to \texttt{AddSeparable.lean}.} +Both files still carry private \texttt{\_integrable\_pow\_pow} +witnesses built via \texttt{Integrable.mul\_prod} from two 1D +witnesses. A generic +\texttt{integrable\_separable\_addSeparable} in +\texttt{AddSeparable.lean} would shrink each downstream file by +another $\sim$30 lines. GPT flagged this as a strong optional add-on; +deferred to a follow-up Tide. + +\item \emph{Generic \texttt{gibbsCov} API (orthogonal future Tide).} +Still the natural infrastructure Tide for the affine-covariance +Candidate B from Tide 12's deliberation\footnote{Tentative names: +\texttt{gibbsCov\_symm}, \texttt{gibbsCov\_add\_left}, +\texttt{gibbsCov\_const\_left}, \texttt{gibbsCov\_smul\_left} and +right-hand variants.}. Independent of this cleanup but unblocked by it. + +\item \emph{Promote worktree isolation to the Tide skill's preflight.} +The skill currently flags the concurrent-agent race as a recurring +roadblock but does not prescribe a fix. Three retrospectives have +named the same fix; one Tide has now shown it works. Worth landing. +\end{itemize} + +\section*{Acknowledgements} + +GPT-5.5 Pro's deliberation contributed both the recommendation to +keep public theorem statements unchanged (rejecting Candidate B's +definitional refactor) and the architectural decision to drop the +integrability hypotheses on the AddSeparable lemmas rather than +strengthen the wrapper statements with positivity. The full consult is +preserved in the primer project's tide-log directory under the SRI +repo. + +\end{document}