From 46db72ec72db9c026f38c6c4518e6084f9866800 Mon Sep 17 00:00:00 2001 From: robjmcgibbon Date: Wed, 30 Sep 2026 12:33:38 +0100 Subject: [PATCH 1/3] Pseudo-evolution for all SO definitions --- SOAP/core/swift_cells.py | 57 ++++++++++++++++++++--- SOAP/particle_selection/SO_properties.py | 44 ++++++++++++----- SOAP/property_table.py | 34 +++++++------- documentation/footnote_flow_rates.tex | 17 ++++++- documentation/pseudo_evolution.pdf | Bin 0 -> 218915 bytes tests/dummy_halo_generator.py | 13 +++--- 6 files changed, 121 insertions(+), 44 deletions(-) create mode 100644 documentation/pseudo_evolution.pdf diff --git a/SOAP/core/swift_cells.py b/SOAP/core/swift_cells.py index 53e25ee0..0f7c1c36 100644 --- a/SOAP/core/swift_cells.py +++ b/SOAP/core/swift_cells.py @@ -142,6 +142,51 @@ def identify_datasets(filename, nr_files, ptypes, registry): return metadata +def compute_virBN98(cosmology, a): + """ + Compute the Bryan & Norman (1998) critical density multiple at the + given scale factor. + + Parameters: + - cosmology: dict + Cosmology attributes read from the snapshot. + - a: float + Scale factor. + + Returns the critical density multiple. + """ + Omega_k = cosmology["Omega_k"] + Omega_Lambda = cosmology["Omega_lambda"] + Omega_m = cosmology["Omega_m"] + bnx = -(Omega_k / a**2 + Omega_Lambda) / ( + Omega_k / a**2 + Omega_m / a**3 + Omega_Lambda + ) + return 18.0 * np.pi**2 + 82.0 * bnx - 39.0 * bnx**2 + + +def compute_dlog_virBN98_dloga(cosmology, a, eps=1e-5): + """ + Compute the logarithmic derivative of the Bryan & Norman (1998) critical + density multiple with respect to the scale factor. We difference the + expression used to set the multiple itself, so that the two cannot + become inconsistent. + + Parameters: + - cosmology: dict + Cosmology attributes read from the snapshot. + - a: float + Scale factor. + - eps: float + Step size in log(a) used for the central difference. + + Returns dlog(virBN98)/dlog(a). + """ + return ( + np.log(compute_virBN98(cosmology, a * np.exp(eps))) + - np.log(compute_virBN98(cosmology, a * np.exp(-eps))) + ) / (2 * eps) + + class SWIFTCellGrid: def get_unit(self, name): return unyt.Unit(name, registry=self.snap_unit_registry) @@ -270,16 +315,14 @@ def __init__( ) # Compute the BN98 critical density multiple - Omega_k = self.cosmology["Omega_k"] - Omega_Lambda = self.cosmology["Omega_lambda"] - Omega_m = self.cosmology["Omega_m"] - bnx = -(Omega_k / self.a**2 + Omega_Lambda) / ( - Omega_k / self.a**2 + Omega_m / self.a**3 + Omega_Lambda - ) - self.virBN98 = 18.0 * np.pi**2 + 82.0 * bnx - 39.0 * bnx**2 + self.virBN98 = compute_virBN98(self.cosmology, self.a) if self.virBN98 < 50.0 or self.virBN98 > 1000.0: raise RuntimeError("Invalid value for virBN98!") + # The BN98 density multiple is time dependent, so its logarithmic + # derivative is required to calculate the pseudo-evolution of R_BN98. + self.dlog_virBN98_dloga = compute_dlog_virBN98_dloga(self.cosmology, self.a) + # Get the box size. Assume it's comoving with no h factors. comoving_length_unit = self.get_unit("snap_length") * self.a_unit self.boxsize = unyt.unyt_quantity( diff --git a/SOAP/particle_selection/SO_properties.py b/SOAP/particle_selection/SO_properties.py index 55746315..5524e454 100644 --- a/SOAP/particle_selection/SO_properties.py +++ b/SOAP/particle_selection/SO_properties.py @@ -2871,17 +2871,12 @@ def calculate_flow_rate( # Adding Hubble flow term if hubble: v_r += radii[r_mask] * self.cosmology["H"] - # Account for expansion of R_SO + # Account for expansion of R_SO. The coefficient depends on the + # SO definition, and is set when this calculation is constructed. if pseudo_evolve: - G = unyt.Unit("newton_G", registry=masses.units.registry) - R_dot = (2 / 3) * (G * self.SO_mass * self.cosmology["H"] / 100) ** ( - 1 / 3 + v_r -= ( + R * self.cosmology["H"] * self.cosmology["pseudo_evolution_coeff"] ) - R_dot *= ( - 2 * self.cosmology["Omega_g"] + (3 / 2) * self.cosmology["Omega_m"] - ) - R_dot *= R_frac - v_r -= R_dot # Calculate different flow types # We want both the inflow and outflow rates to be positive values @@ -3447,8 +3442,6 @@ def __init__( self.cosmology["H"] = cellgrid.cosmology[ "H [internal units]" ] / cellgrid.get_unit("code_time") - self.cosmology["Omega_g"] = cellgrid.cosmology["Omega_g"] - self.cosmology["Omega_m"] = cellgrid.cosmology["Omega_m"] # This specifies how large a sphere is read in: # we use default values that are sufficiently small/large to avoid reading in too many particles @@ -3470,6 +3463,35 @@ def __init__( elif type == "physical": self.physical_radius_mpc = 0.001 * SOval + # Coefficient used to correct the flow rates for the pseudo-evolution + # of the SO radius: Rdot = coeff * R * H, where + # coeff = -(1/3) dln(rho_ref)/dln(a) at fixed SO mass, and rho_ref is + # the reference density used to define the SO radius. + # Derivation is in documentation/pseudo_evolution.pdf + # The Omega values in the snapshot are z=0 values, so we scale them. + H0_over_H_sq = ( + cellgrid.cosmology["H0 [internal units]"] + / cellgrid.cosmology["H [internal units]"] + ) ** 2 + Omega_m = ( + (cellgrid.cosmology["Omega_m"] + cellgrid.cosmology.get("Omega_nu_0", 0)) + * H0_over_H_sq + / cellgrid.a**3 + ) + Omega_r = cellgrid.cosmology["Omega_r"] * H0_over_H_sq / cellgrid.a**4 + one_plus_q = 2 * Omega_r + 1.5 * Omega_m + if type == "mean": + self.cosmology["pseudo_evolution_coeff"] = 1.0 + elif type == "crit": + self.cosmology["pseudo_evolution_coeff"] = (2 / 3) * one_plus_q + elif type == "BN98": + self.cosmology["pseudo_evolution_coeff"] = ( + 2 * one_plus_q - cellgrid.dlog_virBN98_dloga + ) / 3 + elif type == "physical": + # A fixed physical radius does not pseudo-evolve + self.cosmology["pseudo_evolution_coeff"] = 0.0 + # Give this calculation a name so we can select it on the command line if type in ["mean", "crit"]: self.name = f"SO_{SOval:.0f}_{type}" diff --git a/SOAP/property_table.py b/SOAP/property_table.py index 51a68ceb..b39c207f 100644 --- a/SOAP/property_table.py +++ b/SOAP/property_table.py @@ -3329,7 +3329,7 @@ class PropertyTable: shape=6, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of dark matter particles through spherical shells. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of dark matter particles through spherical shells. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=True, particle_properties=[ @@ -3345,7 +3345,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of cold gas particles ($\\log T < 3$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of cold gas particles ($\\log T < 3$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3362,7 +3362,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of cool gas particles ($3 < \\log T < 5$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of cool gas particles ($3 < \\log T < 5$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3379,7 +3379,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of warm gas particles ($5 < \\log T < 7$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of warm gas particles ($5 < \\log T < 7$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3396,7 +3396,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of hot gas particles ($7 < \\log T$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of hot gas particles ($7 < \\log T$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3413,7 +3413,7 @@ class PropertyTable: shape=6, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of gas particles through spherical shells weighted by HI fraction. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of gas particles through spherical shells weighted by HI fraction. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3431,7 +3431,7 @@ class PropertyTable: shape=6, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of gas particles through spherical shells weighted by H2 fraction. Does not include Helium. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of gas particles through spherical shells weighted by H2 fraction. Does not include Helium. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3449,7 +3449,7 @@ class PropertyTable: shape=6, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of gas particles through spherical shells weighted by metal fraction. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of gas particles through spherical shells weighted by metal fraction. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3466,7 +3466,7 @@ class PropertyTable: shape=6, dtype=np.float32, unit="snap_mass / snap_time", - description="Mass flow rate of star particles through spherical shells. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R.", + description="Mass flow rate of star particles through spherical shells. Contains 6 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3482,7 +3482,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length**2/snap_time**3", - description="Energy flow rate of cold gas particles ($\\log T < 3$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Energy flow rate of cold gas particles ($\\log T < 3$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3500,7 +3500,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length**2/snap_time**3", - description="Energy flow rate of cool gas particles ($3 < \\log T < 5$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Energy flow rate of cool gas particles ($3 < \\log T < 5$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3518,7 +3518,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length**2/snap_time**3", - description="Energy flow rate of warm gas particles ($5 < \\log T < 7$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Energy flow rate of warm gas particles ($5 < \\log T < 7$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3536,7 +3536,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length**2/snap_time**3", - description="Energy flow rate of hot gas particles ($7 < \\log T$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Energy flow rate of hot gas particles ($7 < \\log T$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3554,7 +3554,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length/snap_time**2", - description="Momentum flow rate of cold gas particles ($\\log T < 3$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Momentum flow rate of cold gas particles ($\\log T < 3$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3572,7 +3572,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length/snap_time**2", - description="Momentum flow rate of cool gas particles ($3 < \\log T < 5$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Momentum flow rate of cool gas particles ($3 < \\log T < 5$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3590,7 +3590,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length/snap_time**2", - description="Momentum flow rate of warm gas particles ($5 < \\log T < 7$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Momentum flow rate of warm gas particles ($5 < \\log T < 7$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ @@ -3608,7 +3608,7 @@ class PropertyTable: shape=9, dtype=np.float32, unit="snap_mass*snap_length/snap_time**2", - description="Momentum flow rate of hot gas particles ($7 < \\log T$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R.", + description="Momentum flow rate of hot gas particles ($7 < \\log T$) through spherical shells. Contains 9 entries: inflow rate at 0.1R, 0.3R, R, outflow rate at 0.1R, 0.3R, R, fast outflow rate at 0.1R, 0.3R, R. Pseudo-evolution correction applied to every SO radius.", lossy_compression_filter="FMantissa9", dmo_property=False, particle_properties=[ diff --git a/documentation/footnote_flow_rates.tex b/documentation/footnote_flow_rates.tex index 3c852f7f..089ac715 100644 --- a/documentation/footnote_flow_rates.tex +++ b/documentation/footnote_flow_rates.tex @@ -10,13 +10,26 @@ where $\underline{v_i}$ is the velocity of the particle, $\underline{v_{COM}}$ is the centre of mass velocity of all particles within $R$ (therefore we use a different value for each spherical shell). The final term accounts for the "pseudo-evolution" of the halo radius and is given by \begin{equation} - \dot{R} = f \frac{2}{3} \left(\frac{GHM_{SO}}{100}\right)^\frac{1}{3} \left( 2 \Omega_\gamma + \frac{3}{2} \Omega_m \right) + \dot{R} = -\frac{1}{3} f R_{SO} H \frac{\mathrm{d} \ln \rho_{\rm ref}}{\mathrm{d} \ln a}, \end{equation} +where $\rho_{\rm ref}$ is the reference density used to define the SO radius. Since +this depends on the SO definition, we can write $\dot{R} = c f R_{SO} H$ with + +\begin{equation} + c = \begin{cases} + 1 & 200_{m} \\[4pt] + \frac{2}{3} \left( 2 \Omega_r + \frac{3}{2} \Omega_m \right) & 200_{c} \\[4pt] + \frac{1}{3} \left[ 2 \left( 2 \Omega_r + \frac{3}{2} \Omega_m \right) - \frac{\mathrm{d} \ln \Delta_{BN}}{\mathrm{d} \ln a} \right] & BN98 + \end{cases} +\end{equation} + +where $\Delta_{BN}$ is the Bryan \& Norman (1998) critical density multiple. The density +parameters are evaluated at the redshift of the snapshot, not at $z=0$. This is required since accretion rates are often measured by subtracting the halo mass between consecutive snapshots and dividing by the time interval. To be consistent with this method we must consider that the virial radius is defined w.r.t background density (which decreases in time). Hence, the virial radius actually moves outward with a velocity that we can compute analytically. This means that static -particles at the virial radius actually become inflowing. The expression is derived by taking the partial differential of the analytic expression for $R_{200}$ w.r.t. time. +particles at the virial radius actually become inflowing. The expression is derived by taking the partial differential of the analytic expression for $R_{SO}$ w.r.t. time at fixed $M_{SO}$. Note that $v_{r,i}$ does not include the Hubble flow relative to the halo centre. To calculate the mass inflow (outflow) rate diff --git a/documentation/pseudo_evolution.pdf b/documentation/pseudo_evolution.pdf new file mode 100644 index 0000000000000000000000000000000000000000..74f7575b2c354632bf374db28d62a13c9e25faf5 GIT binary patch literal 218915 zcma&NL$EMPu&udm+qP}nwyl5Lwr$(CZQHhOqfdAA8{Id!HOh*pnq_9hw_+_)1rae? zMmkm~()s0)btq;61_C=HD<~cwD0&%FTXSa%0%jH#27>?ZK+%g?T05IM63~lT8#S!em_qUKK{+`)ni|?bxo_5JZ6zMHBKqvr?H8%&F%IK4_ozlF%UP@2T)UqQsKzE8 zN@e4Yc1|lT*Xlluov{E&fq*JvdFh4XAXz)JWBJIjKacE0@&Cx8VKQ@?OPRU7Wi)gs zaWTuB1*UE6P<=VP?)36iyGDHuWnXRB`kZI(xb`A|=H1->w0M%FUfHS5^g)qbw(cgD+x{-?uq*V#p&|&Kni@6^&i(jc5HpQFDpATAW6afzqw%P> zw;SSTvcW`G8=BU}%zy!_v$Di*g<7wF$;)IgWUV~j zUESSh&)}VDly%yqu53zg@-JVt;P0a?`!yC%`0lRiVFXQrK9OnTW#CM!LSzU%j_=+n z^Jz&y!ei&qrVG@2fb-W@m9Ps=SH{*ZR?&Y-NXghtWoz<5r7Q&AcT>6@aZRwk>N$)9!WEw78CM|>)GbrQe_>;73Q{Zfi9$col z8tZvIa!$zTW(irV7jTy1AZ8~M$%=!c85%2=M1v}~X827}hM9v!j;FE4Z+8Daoa#cq z(|?W{Zb(ROvG1Es%|hq@RWYINekT*IhRX4A9%5?_A#tW_ba_1;;n(*T^dM3jgk-80 ziqboCc2DNq8I}fd0w+dkB`*YY(!zxKBz%{I|89<_F(-W`P2+_2wHxH%#vpf!RWuy@ zBLj)p7P!zTk_en7ZTkUOS0z!CHC}i&fRUClc@%<0+7S8*;nMf3i4&Ygb~H%f2)#ce zTp(nojP^h3hSAiBBsA$=XKgrL+wO$mYc~>|$zfe&=7Hd>i zC=Wb{bHaO7w=~vKK-yPH=2P?)5vna~q^1U-Es5ysJT6<@G9%(2nS^^bT=y_4mOqNu ze(SF_&zd|CFa$ci+Av;mopI!?U_Hapm=tfUJ0Id){M0D0>UvyKGjt_6L!y8o0H>ui z7o34lUivq=-%ghm`zv~@HohZZu_cIY^GSQRhEnpU#yK;&Zb=Sql9qf=*;3L4v>BXbS#hverafs>91A7Cgh=?%6+2(@g3zqFXI0` z4jlq21(KERe3B7CWByeu1oI(oh_`K%UEvG*`it0oHZzu2seAKthF5T9>S7-|m{j_7 zly$G0?-i@L|03QugsJj&x8*5+WlKQfy>TOl)d~0}qMj!BTe*9iReNT_l8rI)0Y*M# zTHy%Eb`GPzGKI!7v!P4?gjEK3+i7+bBsufS{a5~&b_DhW&+Qj7s{2iHz3?c}dlTN- zE-stCp(v%`4A6jyD985XkOJXmiCH_i)y3aU8oBaO zt^ff&49ZBzJdz$P{}|-J9^d)p+6Gx%8>a~+F=smxlDx0?(s0`*xDz_obEIGDtO7Ox z=^TShc5fNYsEB7vDetqY!yxhB%)Fw4mbhRbB~uhVOgc;+K0b4;WtSKLgv`%lnc(tf zzl*quF?Vh~M2k9#VPB5+`F?Sk(ik9x=&)g|7aePGhcBOIn~WT)&>@8HA5O=8xk>qS zgKKKSgtk;b%GOG`&VGwUg#ZCae{}_V7%puKuIn`MHwqeYD^N!{3K()qBicnP83aO* z8GblW$RiWXD%NYZ#q5mp&!J0wZ5$y9TPPstnJF1U`>V^RU?QpLjF^sw&tfKXQm~er z(0o!&%I}cM0!1Zbp#Wt_;L0LJzyc|Qpqg`?g-08@uoW`pPuY_e;f$57>jyNtX|RPHw9`rE-X!I;7dcm$ncb7W_TDvMT0O2-)eaYm8VpF`kBF z5kbp0ATwZV!Hu@#26z_s8YHZbh=^DgHwskGb>1)avbfsp+vN`(9V!fSC$Pf~s$8D+ zu*DV(rzuu8LSB~lTlWW9I0dtShl(HT&dgq*&e9V7u;)hzyE_R-z0lWzMhGH zb?_rxJdMv{=ziea6UR;EHSoh7to%JeL^1Y5akR>y0dKC}!N;t|=-33xmNfuGtjCHZ zal@@Wo4UU&ZqI=9)4W~1%A^SXq6gu79kK1(sBydd1WN@B@>pA~3hj){7dGrJ3T$tE z`4R?B8Wb^niDM33c=Y2Mu?%jNFnhFseUxkABNzw%fUAWB@v7(k$|vsw-4s7+0P4|) zzgeZtyzUANY~L~5dHJ{Wy646I{IKukVRX*O$m~&>rb)m=>JD*NWw$r{?bTDGea2lh zm_3m=-J%r?1)EE6oOryZl>6E3z8ZWL?_xZzoi~~|p?XT-2pzzrSV;k$XGnKaLUie7 z*u{AIsY_TiNn$t^AX3&$qom6io+zL%ox+(XLIcv4niRu$Xr^O|gE;J>AXChkVi6CR z!O=PoB9B0Q9M;Yoo=I{s4J15isL!ynBS-~IF{Oh_wP<4k%76oD!*IO<3nEL(?N3Bh zbuldAJt8udMMC`vq{#`7M#`(5p#=~bZH)TBHDD6|*AU1a4BDnKGEskS3R`qIYOf37 zL&<^=3(?|i9o?gj1wxt}{~e8vO00Jr9}U|zu8cdOvPF+Yu&B#lQm(TPLC85#CD0aS z7>{~5UUg^-?6T4h5>)VdAEV2f0Nqaac{#Cl4|Dv{(4^K`dMfeVP%3>T@?*o-Slq>i zOjJLAXiXNG+xQ&OajgyN&S3p7xvVwRJj-2ym#?*Jto1=647`?>DVbr|em`B!+LgV{ zTkQvi1#a)z7;rU(7=LGIlz(HVY(5oPYas#K^6%uU`>g&a@vUEyf{U+B6HkbpLZISo zz6)SJrVOkr{MG+l0lj$amYAMr(i=ueEzDFX_I%6cYiJZ7mNB9;XlVnX0Suq?>Lx_T z$Cb*Fl@t!q?l5=^ANT=?)ABR9Or8}vj7JX*81VFm&ZUd9h?#;Lq;ASJcN45GsfB8= zhebWg_7={xOqO0yUFw&o6kK!8^b=o}is)>7DkvcD8PQ>dR;X~=>{N4majJ8NHhA3; zqlsvRNr9r#PVt`W52}#}^hEXf&co15N7&jx6e~GcVE&SjVnU>$&WRFuHSCzEFi$|? zt?kmgx44;wYExN|R6|a@ZUjX=)U>Ss-&M@No7~Nd*o3d+cLY`1LjDs%T~8l*NVFCu zb&neTQjSn(*$vQAb)~&+IU^r=a>EE0@|2M!qzeji2(IKNd#E9~g(MQVD!s=FTNL!= zXH^MJjeRBE8?gr>^XrNk3dWY^Tj%kYLJbg@%^ZtE(5tqM6R{9ZJC*1s3W*HXw)f~t zNal-1z14Zsw9L;+l%blpOQC+ASoG2_y5)CdF}2$}?KAzj?%u?Wr;o)%=I<># zt%-%GLnT#p4L(KCF4j9$3LIWpOXMbWgG}%266)l5M{V|S9`A4hlB`|t`wqDr?4)D- z6Rx%QdpZZ_JO&=pM*_E?CR$!Ho#9tpA4znDo0xuowG{UwW%)kKp>7{Ma?EVmTKt|3 zYnQ8mF8sPmXPcWxu4R#9`7-oxiue*^tJm-Bm#e6yq(6O9qCx9Qd4w&b$>rr8V~V*X z<4QeHwaXjquE)JDswZ{iPb>~v4E&7)plKLCM6sn0d5Lvx(O|=G`LpSOes{qp|XbvBAvI?%)IHpIb~PMcOs9Jwf@4n>uJu z80d>Z3Y?R9qF}SX;pyr=38+ z3y6ewKZzFv`xH*rr1|h(Ixl1>v%ywk&780FdH1NF79-7_QYjd3p57zn7+Dw3o$g3d z#>une%bs7xkMA(gt0P7G%q2JkrDC^zr+$qDpe)NS6aH%~X#E-V)Q^aUzj*9p)mkc> zZC(L2-jzR`lk^ZZXq2ng<07QvKZIN}e<)L1lm8#R{;U39Y-3{lpZvzc&dTw><+l+X z>9`{a$KJQPcsr_Tl(3IkoFaJc*Jv;F`&-XWK~`N-#cWbkP%PqN4{ zu&|jmv$uy+HHZeD9rm&J=Dv@wFn*u6q>~>+8tQ6?D5mG15)_{1#gjpl+2q~?s%DcY zZ8Z#I;UQrk^v#kh!^U_ST2I(4-SnR^c~D*nnF6Vhzx6hj{=rKj=zs=IK_|tuzuB56 zH54f0-N!)+)_o~dr2xW2!wIW~&EAi#y{Qo_{a;H!J;}~Q~up=fo@sz>ro^aTvfYSa+N0`PC#EtYN4jK1ds$4;}9SxF10k% zSOs;9DTdT=81J-##m+!uVKapbs4^8P(@xi00bD#}s*pXbW~!V*-WIOKmfjB2O&a#D z?a2(<=oV%XN{K{C63P;VqE+fW5D*?>S9P zhCykIF;G>kL|6XNnq*T$$wXf^!XYsKRyjk`Pc zT|BH|?;g7R+uM#oZ&#jek@RoJ=p8|;W9V-yX83wFSNc+9ZZj1RG50xc2k&O8xNx#P zaP)p9n!TZC3{YD6gv5DMsrc+S&oiyNxQwf%e0W3Def?uMuxKy;G&Tp4Abi_XMFgOw zuR)vlN&ac~UF9O$KwB5uTSg%U+{ev5!(I}A!VZk!{e_cwl8KK_WVIdJmddj@$IOO&9`sjTw49KEa|f%*sdc0W8akZZSmiBTRB)$fqlvR-DJHm zc5^ScU471b$3`7ZjmpoYx`q9)bw^B{Oxd_Z_fT!NxqQ9i7dyN#K3{3A_3`55XDV)a z6#liXjP3loTdC=pyg$a3aonD^+f^I_7Y0+LM~K*5S&2V!?l3{i3yx+>n!wyqi@?d^ zX4M(?sg=#Ft$W~S1;>tkc{V}X;jyhuW|4flDyalJ>#=-YO#ufo%L-tH5S}mIJ-a%h z5gVq0{f87zQd_gB>A3Ia!1{ngMK;5*2&EUQlJBYm;8lUW5@c!mw{K%y^+!#6woF&= zU4h;E^2g@P6~l{`0N%{Sgl!aq=SG4EQ?tQFYyn1)^fUlb-La?)RUxSI8VT7eyqH6S=xmM^tEZxB(5DU;GdaV2Xu^XnE!KEOyCWI6QjCj_-$V^|F3o=VH5-O{OMl42AeK{_M4vdliFX=PsJE@XxI<0-`x}e1wd9) zHPpG&cXV`$qN#yfn0S5ZDSHT4Mv%tO8g_KC)nG#sF>_NyW_yteeJA$1kkf`0omev7 z#0NWH*`}#6EREqWN7Ktv_7y9lgxwW9bOBA8jJwW?k)$08%V3hzP9?*M={8xoT+xsv zsvG?%*)hv_{AXrPf%thD0TA|2IT=DLe;zdYLj|C;+gVc?> zsZ_(xRG3erdYdjkEbtFbh#)<1V!w_E@}(R zBgc4krb&&|OHa$HUvyGx0w_Vrg4~#R=U;GL$TjGAFyQm!o)}XRhNRZJ23t;7;P|@W zEtMvws38&-9jp-tomU4n0u?w|kl~$o;g(!fiq^Ikfe>%>OIW7*W$dn}ScbW>e5jsWCBV;D@QEvbkmyTJC^WP6z2|d&z8J8sojcf)QNY{5+<^M1K}wl%o;c z$H_D|8z13GtHC@dh)$@Bo_|!eeM;^)AhG@-WAPitW#AaXfbp=|-WfbH;XBgNtE)V~0<{bMrArSBB zQ5)S@KTPoO4_vY|;e%&AK8opp^VS3@<)aPRjeDz7@tz(1j7>EEoLndZ3O1wH=|_Z7 z5r*SQk_A$FjGUaeUvMd(1ush<-(qPqWcN?838h|tRS9uSM)@uf22C9isgycG;>!%( zDNL2IT88$OEIET2#|s75!@kJd_Gmx)JR}SVCbDM#1tjxYVLD^~LaYjq&u?>}z~R&dP<&2cENBLY~UXrmH$!p6c% zfLk;nPK)UDekNxOT2UeuWNuV^b5L<}+TEj_wrx5OQ(hZv0b|5xKE@LGi>563P zB?GD%B$!|jLiUa(r%VGj_3J5-5lX-AZ>mBfDaHH|8Oa0>Nlc)BHhO|R*8F+iHIBRy z1kwDb(g)Z7L=c!F2yz)<6C4s1r$V6R(BZ1{8gk%3`p_m+({qYy$k;#lM%#Uq3WV zE(uTpQac8e{;mcOgVp$ySq!F+J!)Ph%eTp51dW>dIXvQL)&}4$J{p7aYY(se#A9dZVc>mTCC<0WG<8Gq>PY&xVqX_|Gu*Ni8`z zV2E?m!mu4IB;{U8GSpdbrV?4^x|6H2QXE+=CtV-_0YT2^PaA^;VB0gR&yGUBj|7Bj z1&xbR)2{-zYQL#fJcXP%kLKtA^5l*qVG;qVC~k8GDpR{1bk<{6&Xy&V60V*3*uO+Z z!Nwy)Q2f+(+bP-&)9RC+&BvUk!yZW)llCd$R>?Eic&Lv{=-qz(1QaIM+@29p@C6kD zV>J!SE`lR?R{iwsZ)Q=FP4C=1Vl(50h~>bigG6Nu0muyS)8)LLp+sFu6;#?vZ{y{e zs72WoJJr(cQI(xD%<4fHQ%Vh?u;ATzG@dOUvn83Ez|^$YFd-cfqlAbX_$R20E~YtP zP=7zCAiBmH$OAwP>(({k6cG&eq}g17ps4*2$uPgOCQc-t4P0LxH5zkoN?y*9(0(&d z=0WMWd$ZFf!FHS(tOyDKVbh?-6KJc3_y@y0)$#d|^yp3=Rq$KK?zxKJOXZRFkwUt( zQi~BnTo0jaB`G5d=Jgu2Z?U>aTc}aywrZTuTY+;1y_Bh-FE+iekndbDFDc!&CETvyc1CPnGs zO#ICq;e_dg)@-Z!`1K%kbq6|11uAJijw3K0UR1*^#x9W&2cgERq@L<&%9sy^m#AYh z6b#1;`q-9QB2C$ei^LW#;JaoT(0I$2{jE@T5Z?JHyJ%UZ6YgBvevSbYAcHYKWbR7b zgX0uon~9E_(mD0inP7GYZ<^N-a&4>0vF^POFn3JZ8>i&i>XwI^xy%d3J*RE&nIfD@ zgGL^4P<uBs;om!&Nwn)BXbh|~2he_|{AF@~qF4seN2A@& z^d#;p_AZvjFKpQnb&Zc^Npl8Q1iX3y+iQ~|CA?o0a4T(m9^H`U3C#F!8Xwna?&EhM z&)>q|;Hre%eZ=No&ag$%tMICnci@~a_e_VQgnRgQ+1<(#4x#jvC@s1>>-(VB=rR@R z;d*i9M`mggjXrwy7Gm0Z`h-O>ZI^OIiheHVvyFCoP9Y(a+K!s#t;nd;p+(iu<@a*> zs&ip}TY2^Kx`oXVsxzC9SkF*40=M;=+R|(_J-Uw;L1l7{A*41DU~n0jBu!%H$O(TK z7$onAMP4P=EH9h$0Tzn*XJoPTJ?5Obs1?f))Ydb^rIM*15D z;Czy1Yc9xAC9>YNS%q1XolUji*yu0Q{#b! zih%<3g9%o#>!cBa^+5$6QR|(%HA^`SG7J!S732jc?$X2W-9mcu-lSmn+}rl7Uyn)p z-lt-p$#nEiU0GnxV;KqGk`K_*Og{Me7s^s;B=cGj^d ztCxSz+$JNQm1quci=uIS!huaZI3d@}Tlu}yfOkcgty159>HYyBlxrcml3L=!NORHM zV>UPts3aNDkE>cam8=t!1OYAyH{@|h~Gu zrqIKi{OmzzH3)@Vw8)m>_mep?Z|n69x}lS|g)dJ95Mu6=iKp8zcm!s3E_|E56>v_G zVPlq2-LmcB`JxBNJ@fQ7^r~6!gFUFnNfNUuTtyptWm=KIC~N&4fhhBT5<~OmXyj8l zM@IqJbA`aAb<-8D+2`$M|MAOewZi>hR4$hPsd6!Ma9mlV=e>R$EyzI_B46(*6BDzX(lz`!}xD3~y# zxC0V>eSS|bc{O?Vs?w&z$G=CzjhmRv4WTR3=Mz6hkIE&xa-8U$pK&L1(N#B>?VC36 zc4do~mmV(O;YB}>_u+_jsZYk2i>rH-eOgT|sFeTJN?Vx4H`k;n_>dvF zfST-A;gkjeXn$1}Wi2k$p+V2M*Yr#?N>r1)$dny*mpKS68(3%WBBLHuj`+SwxC*>m zy*bMS#XVrA;3chg$upn-44JXU_0gn$t=QSM)S8L&0Mg24+n_rPy7jF(2o#Q^N~(T; zAU@;=@(nl1E^mtXfGOrfp}eNYt3LAjBQ$j$#0< zBVFf2%};twfdA9w+EiJ^Qep}rT%Iud=^^l_McW6dXnTqYXQLx+0&X?iWXq<{1kiS} zBg2(2m3uOH)bg>=$TGeI1Wm3wNfYATlMC>}yxd!=X5ZWC`*@KZ5+ekiPe3M6@A2gqb+uBwJ#_s+-xM!lM#NG)BNNeefVz zh$U$_81;8C^Ho)7P_|1=5sjvJB*n9=#`@r8BSZF8v^hGQb%MnEb$1q0Lj%C{z6qR; z^wr`)buF)B1Uj|-Ks-RO!1yPSuu^`!ng8JdzX5FZMLPFZCbx`h8H1c)Da;V}`Ub-2 z4u5q#KEy@kYlkikKI8KW67jHeE)vFPNFpks55kY#u3SRlXm^M&_cWVjaCeA01Q6v5 zfcCU^OLTzYx5w*yyB_V59tzE364UuJa|tVp#75J6ujlq1MAV*I)CrN%ye;?MjWH=G z_H`?Cq$qSil`8@&$k@T~*M`xHvxT(}j9MPtlqi%3;aC0xN@by{()?F^w&AB`MWx!< zkmC=AGhQoQs_deKP2 zJ*OJLK59>uSeY3r2*^Tq%4Jo+jIIo27Z0mKsEP?zy`a!|LJoK`F^vtRH@gvM3D9Ld zA{JZcvTVs73cwA%CFB~C!4X0DqQXCnX(J*U`$Ws7WxKk;S^+5d8^tw+!W$u&KQa>Ed`D}L{rAe!M^XB{aw^y@$r8o(&w8E2m7K9)%6_~x`%8aV^3?$TfyhY zQf5z8?KOInH@?=eiRROE=GF#H$eM$vn-HhpRzZV!bk5Ibghum&YGEn~o>NsC$%ScS z2z&Duy}P)nhLr(ByLN|Ls@3zihhO_O7cZ3IokdVR6>wc(c#p#YT-huNI;+AD`ox-d z$w!EQTIF7$CYsP$sNqo<-yxy8R>ot}qS&&X=b7PORJz%Yr%{3Qh{((5&x1Vj3<@z2{_b5)o}`jHvMF_1jVIUF*imrJ30l50?B}%21(G=yoAwd^)ZZ- zBYKS--V)aI&P|)GNOzro_D`Q*brH{e`^XiLe6qk0P zSGW_E%wwFZn3yaGK(_)rB%XDxY^t1$fy*4UvS$DeUoFd_m(h6# zT20qH{5Inj6}*X6g{s{Mebn=w?U$qV>W|LP6ueq}$RJ6*Js~Y^1>IMl zipLb{)VfbHRHf^EyLhyZSW$QKP3mfzoD8h<&_ZyxN+)^ZXlY==tblX)=(=B(=2j>b z97ar(aA@}*Y=#2R7pkNMHxHjAMgxRmFm%BiY8W9Hmr%H%{YAiuYld#qUG!G)&zIMI zEvNoJ4lf3!IW;VlXLiI9v}Jrl_-|0J`81O<9l0wzDG-!!eAC>#j{vA9BrtPC*$_?< zuIkJ?Bh?QT6u1=A&j=F^7$d>dIJXc^Ji79xoX7_=aPC_Ii0$Jjk!_CFrDhBUsQFjv z;|RzPVXBBZ_2p%Dc_-Hg$&)KPmy6|ANa>37-e2BW zytO6|&kq?EOMlXLC$94$+m&faU0u0gt)?T9?04x-FpXPev_EY83L)DtdOC`mwB4}Z z5c|#6-&vXA+>1+Ph?O>oks*V)0c%+l#lp`zgsi%Is^_Zu<}V*4b* z95J&TEqk-8quZrKw%VfOvz`hV51`*h$%dDhO(piJ4Yn9Far>t{Yxxu)PSCzi?v%)a z9nv-%xfUt2`3iPcUFVc-xiVJO0bi+tpbcng_LFNujbml-!xq@;ENEB>HZ<={OMUc; zFq4UKy(;X&uv=Gu5S z1E36N%=L56=o?mbDVy`i<0$6;ECMXU);Gg$#^R1D&eI+n+!5^N%z8_to2kmedZx1_ z=SFc9x@%5*%oat9g~iYvGIX>7rc-lGABcF^wrN!Bn`C!p*A;(_=kn*d+$rw{2g*HG zz1nr=abc#Fnz%`uO6n{ldGWYZ2fFHcjcvE;TRP_=!V;hKd!3xuIH6kX6-OfB5%vO8 zaC)+mmwDkA7nz{{cJdds~To%kYKwjN-KYk^U|fBJna z1Xdv!d>V3NVV~wWI9X{Sd^~}M1Ym=n^^!1c4+_rx;7X3PLJO%F!nA_yicl`XCHABx z2Wm=bEit&Fnp6H=EI zjcY6L@PoJ^D>JU2Mpt#Da8o^OzJBI<+@ zC>8A2$#_H#IyQLN-CHmWBx++D4jmWA&$UVJZ1R)bd|@)+Rp-0JKREc58B)v7yyBua zr_&|KG)7R!f{KfcvG`-fFx;fHjgqYfwx}z>KvR{Kxa^1Ni@U{pO}A|qUg=?UZ+?n zHP8*^l8RC?>0Gl`&{ACx%WBlKRx~vwpo}U+VA8V(=h-o~S5`ZA#W6S^3W~~j9_7(H zrFx!=aPxn@0t3`w5^T4P0~(h12>%&RqvCs}_C8I|iK}n8cDpZ5q3Eg9UhL((Me>hW z?IcglduOd&%T#Xcu#dF8@w=~~Y|EK;Us2iO&@Hp&-SzDK$rWOB7rw6ajf}x}{rqQt zsrue6=`1&#Np0wsqAzSWx*dwI88rop5oGP2fx>~vo5!ot-3Fu z86|IT0x@aPl#`~UP2=%4OdtyJU0*S2f2jMpwx?nHAeuZ(bkwyvb6oS);@ypz`8MEo z1=FbCWJns>x$~m{5=$m;vXkP{+&YOXGc)aJ))l4p3o^A@{ZaTQ!Z|HqEV;JaXHmTOobj!h;Vu9rKP&IP`$*n|>?^$x z)nNKex=6N>pgBNaJe{NCzK^wqgjaiHWl{xZneOke&B^Of`a>dHEC*wy4_wKT)1EE`s z9!~skxbk!8$Eb%(&q0}Y*zVT#>cq+m8@+eu=BO>|{R7t2${~90ZEK~kw!P-^r+`eo zPv`Icw`^tu=@nj=mhh)y{ z@q^Wy*)k%T$Na!_mQ;i~naUwUkty2#I*-;%m@-R&vniS4-mI7;HLJL%FZXDJ(x_&} z%`^95x`I$;V=l3pPC_lHqW<<2CN6u3CT1Md9ndMhyMao5=el(lBJS(hY&Of{y=< z?#jno@7C=O{=va5ZOFn~BWZW^@NDSk>+MQ)r@LL3-vr3&TGjrrd3IY*B@8P& z1lGi*`Yp?(MGB!5c32?7m1q*M>V7BPf|hZ9sYL7_Q<2Z><>yA2d5sWfV4y$G0aNCj zE!&*$Z^&%wdmFx4vP6M7{?O!%3ZHqj;XNqDl`@ zU;s%1nn zaN9;kXlzY_@ClT;_KD*#2DwhvPIkEel-000eh69kJf;v}YBUx^Q!XLnk_0%GIGp&8 zxn!l2AWF6e+>-jlwI3A*XCv=4QJaIgw3PpyaAec&WSVFc&im$iDPy8G_qMZvaWq7J z^zLL|@?auStY`s68QD=Hu~efZdNRZ))TWXG>@>GE6_Op3c16Bi><;3vs&R%+>Q6rf zeiLGzeeby*X=12-an&!A!ZB$iT7bI%f_+^wYX*cTvOCZRmxbyVL(^?PPU11YD*9yF_)5=wq}$O$OvNc zbO|q(aM+=zNNodf8U=(_kgjh+NuE60AjLhEqh#J3n_0TeF#)Ku$05q)GezQ8+VxS9 z5g}Jla5@=d^em_YMJ1#g&Y?eD^GylXLMc|YE3RwOy=qK$kPnb^SM2-@0FMn?l?|1F zb4&G`1f!ICl(7`6!^YN*XU|g}Ki(qx*A7|lNN z|3}-DFeJpkJ4>RQdg?3!YqbYSl=JZ7n@Il-WQ6s*Te~|c5!Ud{*A)4a^KsEA7d?^4 zD6m|5X%W!b9idct`ltaSGUZQ}b98E*t898g3*)L2iRfdhkmex0Supm1@RwZE3UM?_>w?)IQQE!%hLy zv@%lbk{Rs7pG@Yjg{K-5v<5f*VFRq6FQUB_1AYJWv0A5c$AJ1&`|Cd&ttnb{#L?2X zdF4b0b*l>pAbUb*@fXDP^s645R0C%^BeEJ%wXMv0RCjewG%8SGTjiabmmPfyC83RI zw7<|G=^4GW${7-zyb{DlwU_}YA}c0#VT8hr*#6CoqtWNRo}xy=(!T>d2*r)E^k@tL zWW&E*8Gk#vgzxqA=z~Lq)uC;Td>*uS0tTyws_o%rw()J(y}m3CF;Oe!jotGx8{#sw zgT$;H)Y@8vMM!FBsaYtyaoT}fl@We!z zezr#{<0T*;H&e=Zf+&&8sa&m?xyUF}+(F!{Rd`SkAY|W9knFLJ3r1I6zWkUqt@9^~ zaEg;&8)w?dSD=Xf9gs_WtsrtYU9ydfLlx_CU%3p8cA2#J`@4~rCK4f01D7Y=gN`P_ zes|1?F*?{2Z6L#*RFA##1-3%xIkqxwe~|!Z#-nY96pf^Q>W-{#V^S9KCc8k8J3Nbo zNmcF@2?OxjAq-s#pjQP6B6@0(Ijz(Q`Gi+Y*g$b)FUrEO<8;T`f;|wi=&L+#dN(at znk0Mx3J8rd(3GjqPHb?93N&O>sh41azopcz6hKyx_!Vo|O-f7&dOKfQ!mqVEKW+RPz|<2)X!Ytso}Z`_?)&ePki$P%eLYG z_<*D8v>J*-Eet(aTR0%`f-p2MR4;uLi+~gyJ^%?4u^QAhsIO){PPZJ{HlLk0k(q{E z_Rd?h3B8Od{!*BqMHSJK`%I)K>e~wk=-P`468ALlNqtZ2sTo4BBh03qZ^2Rvo~|EJ z4e(Fn1BT{6+?I=Znd}(ST;ic36v?Uo z0oEs~eDvL0nNxE`)(1C?&*VWSQbMMP+d+^fLlF?GcvTP;EvhHLpxP}&cW&8TCl7}u zY{c5=JH{7H>pvocC+mL8P|g&?teGlQhx}SsE6mwoh$Zvv-G40Su)(rFWXN$AW>%?& zOt`ecvDELFbNGl)mNBp|6kg)XeCf>#e4mk6_;+MaleTlVC8!QZ1b`U(1(X7+x!J{y zNRw@BIFY0&QBS!$xDvXV3 z)EyZj{(ZOWSqqPy?s)fjp0QU*^AZvQ!g(Zq%-q)h7x-y|*PSahch%flA@=T$IVx#P zMvG3GJ^l3z&7?b`aAJl#V%>;u4Bt$5ix&IbL*b6&HGyJ0N1suQ97AZJWSRpYMl}XD zNyXk}$=l2^Z4RN>gmeQeJ9Gfri)$VfJX6^{eLAtxY52IP!-~Kw-#-%s{Rd~>1Vlx1 z5s@!U5tQM7NmpFHXp1Bf{ne`{ZKd@Y?jyywxV@)fJ2_I;C*@ZO@CpKEH-&}4Qv8bn zdtUpGu@Er9vR}N*4r&5pLW@WUf&@)=21VvE&Gy8;pDnoz=#m{^TESl;=U^}L2*b~& z9dsInOK3q6(4m+deyo8rvEz^0$Byh<6H;~fE&^1KIEyoLT_^- zB(|cmBW1$Ql%^(md@`C7JoYiLh|ADefMRURJgEL4ug4zuuGdY=Wp1@J7Clo!;KljIzp`JF|3&!H==U18mT`_|UIpp%yTc`KF1?Y`eT2aaiirqKN7X zbn-MljSdHCxI%8p!ZiD+d^jw4`172ZV0yW65rND$+w#{4OnDB;B3sWoqR>2I$MbB~ zu?%l0`_7m2^bl-vA(n7~(eMChhPn7G`N~6l?%%cuz$3rU1K8&}h9{K0Y2E5F&vum} zn=D$NZk-QP%dexZ?%3G97nXL3e%4N@-O>4+np@RY*L!naT3FZ0)=^aR{=7mZ{^8Q7 zayvgxA0V9?O$?$9Gjh{P)yk`VwfdGH{Stbe`j~O`ybTWH=onW+;y4}nQ!$~88APiJ z8-+)cbQq&5v*3+b?u~ox@3ZegL#G|2%1!%pnz|vdd#32Z&=BqYRA?L-Hec>^y4TQH zU8I3f@l|ca%z`GeR&xH0wx}R^-QOv7ww>QI|B;ejhXiMVRwVyE04tg2 zGS^smTh3Q8U(Qypr3s8g<=^6z8M@}?h`qb`uMl`P#_>{*@lX#wa_16oaEeo~$*^LF z3AHwifhSUIJc>vBW%IqRB#A)#uR7RHrOI|;^o50FI*pZ=Q3dyapHIzb9@~8NPC`>1 zWKhnuSMi_=`WC-v9+5JH@-+Nw&eD(+EqZ~Fgd?6=6taIj{)W>96JjsT0&vxV?dD&f z)U#$vJ2MsI64gd>tf4=}b9LM0L@c529b>P*X-p_IA*m6;T=$=7wDN;e473~deM47b z5d49Z9EMI>$X*uur(l4n1RCAHub3v15CX8^v@qw_Njvkm1fFk}|J=M; zP^n5lNWk5(AX5)L$zn>AZ$^s24XmyKGzlRJxgS?}WG=(IIXh^Q3JTm3U=*M}<`mYO zWZwgKUc9$byyrGPUA12SMD$1uBi>WRidA4~!yO|C6p+ z|7YHxk${nzgZ2NU|CtEb*_fIB&+Wh0|EDD2U}fk0-$HndE2v8H%_be8L>YtxEalGP z4kH2VA~1750y6`%bCd)-M0hd9A}o>;(jqCrPK-a1F8`;`-tOP-S+&b-W{cVGS8rWc z?pfz9Yjrf&C(olnJFEyOobUt0{i8GhN(+h%$UETow@~-@cc6Q9HQ0ZIdyLPISA_@? z5Iksz^aouK?(eVQ#z%^930Dpp2FS9V0|+Dp0Eh?)s0iun>rcSn_s%cCAq12U^5`E3 zsMQSs%K;NOY^)mG0X3Rm96_s0XYZo>%xba+^}?Y9W{NQVHjj0OU15ugBvkk%F3 zN?`8Kw~YoR=H7Z=b`G(^@KCotwr$(CZQHhO+qTbpY}>YN+xGt@H+OXZH!om5*Nm3Akhb_TVp~0lJD3dL}BI?QuW;&^fzLPcqaKZI6Hg2@^i} z&6R7g3RekeE{_Y`Hv~zR+MK=9`zVjavpqDqj?L}~(b{5~N6oB?E0bTbMjwbZ|s{(Kb z`*WAU1?^l4;+fw4&>w>ktrX}XFu_TrW} zRZHE7KQY6o^>xR#x(#O~yI|A()YT+CkF8}t@Wu9A=gsM(*545gm!2{vXghGfIW0edx}(a%eedL?>t3uQg8Wx$5ko%8u*uWDPiJ&@|A7Q7XoAfO-9m|qd&;=c zPmx_WxJnH>Nx27qSBzd#)+j=J*gM^QE|W9QQe*}-UntZ~ahx~{0o0n*)NJa#X-1F} zYZKlAXcLcF>F6V@$zQ%nn#%a*S3mhL6f94ldFg^Yt01_8uVtz2<_5df>63I+Q4(U< z2Cid1Un04#*#s;?C)fB1HCRkFP=nIV0(zQxQyxDK_VVnL`s#(q*y_=Drqj;Zb1(mq z!-y;Fqer|WgI>br&^uD`5=M9PeA$K+*Qd{K4eM^+T21?5KZD35WVlk4$Hx_f)Pp!h zh5Yjfw5^k%1Zd&yP^N(%%QE^K8D1x$ISgZzxD(wVnOAIcfljmN;c7bVPPDP9^UK70 zaF5VS(TedM?I^MPqBc;CIJmjdK4@+DwTWbZ3+W{+e)}mkNoGc8k@llEz-sJ_4TwBc z+0iQ3AJShk$D=(CND8!`5u*=|_5mbl_-4YzVRHv3%{5pL{)ETI`I!Ry1cJ9-K&|tF zQ8zy2ErdybMEG^<{8D+gu0e(s*mW5W8G#B@scaIr{}Lq^X%2GS7?!7MYgJAW1Ld zds&m=L-7~Be)-u?66+Jqs7EuCLG+Yar=_j{uU5uRqk>=nNR^<Q>ayo;&0&z=wU3Ev-E?YX;G!frh&<<}K8K?yOX zGkJLTwvNZKOQPq4T|v&#&A*bnJ+Xfxsb?d~6DeBI3c zqePG6G1Th{|JB}K#?5NCOT2D_2UL0`Ri*|XQi!P^jAxD8nep>SL2ow1ltg#>I8ddt zhT^S_Mve_--(EK;Cc2^}%^pMQFQCLDk-63EjBK-%vBNDn5T?FH9X0nKL@`#TMT;0AIkPm^`rYlqCNFLt63eTmQ~R$CK`?;>M*L8wrmU zkSbQAUACFobo1tF=h*SZ>qSeg8&o4#6W9`Zg)-^%cA3TJK|gsV7pUIfLn=Nw&80aV zsdsj#<5WbS6{3`ETv*+a@5g5osW}bn>Q0oc`9CM@-0aDc(f!9NfSJu6in=nlWBwjj zS(Z#7^yoEs1v8P;vG>eOBV@O}$3lz;9B~@s- z%O#$MxP8usF~{m1?!kJ!i%t-X`29>6Vs2;pQk;d?!aAgnMKr=yh_=r z+mcN_vrbq2xAdIKSqr1uNhIn1l$)pjX?ZG0e%+pY2p&{J%lHTo`~;C-yYQYR70t(x zAOiOsd!rwi2g#-sQ}D$pq_1|rMa_MoV{cD2mWIDLVWWG&yPy;>iCYtQ-NC(@@eanS zkWHW9=1?72x|(W8lh_a6G8!2F+vDcgAGW(Gjht-_$6SfhFxuic|ALj8ebqhWJ}AC|3HP^j4SPUpC9&(HbXnrO9&LUx^Hh4DR1_{{i$k!NvOkk53!>`?DyG zH)bFshGn@QnXiE(W1d{m347cN7htuc*>AN(e7VL7cSO4$#w;SZ(l?vDC^hhOrOW+B~_ z7>&h0!{rbMCf%y~LuFYP%8j-lR3?f%>uV(~6mj^&f&>C`16#fQb5_4GmF=r9rKCWE zTc;_mV6?>+Zu}6!OEGnGw zR;HS%85EU4EwuK)YJFW8%RLtR#5D?mpe#;JDhvaMI#WVffC5Ke4rOen6ayZS*sZp%r&ywDdM@hC}gk>h%^M$m|Y4;RU zbBB~%6uxnVI972VMl=Eoe0;T*Kmz8MzgreT)9fHOM@D! zK=Tt5uG(-*3$LEQeZlefF;X9e%%>#m0d#*^Y?hYPS{@l!A)MJ!+qNwgzAE63`iP1K5Id)tkZm7s_j zbtx13EU^rGP)^C2C`3u*DDR9v2Z2VYD4Xvkk!bvv`Z$Hp28Q!Bd@{@_!$@CcYQ@`j#!FX~{-Z(R8S0+IaWb0N z*yJ(abZ@BMjFnxB>I`BR!;$Foa7Lp3nEbi{3_utX)J97p--Xqe!T11k8tj-;~vUa6>yG`3!JFb5U0& z6@}FZ$02D{3j~RRQvIeV_wn04iF-BNB6xaW#SUj0_4A&9vrZ_27wsp>^>97;s0}pdeq-tO$HL|R9Z9lV z3}S4-2uk694I0bRX)X~+WBX7X5XfGdF-RKl^Ro$Tn|UI11DkJwb-G0mYm2hM_$2^9lDSPD z=x@?ez&#$Dam*z^mT;G40 za}s_A=IpsJc9}D_Jni`-n^959RsysdIryUhn`ksbZduA%EsS*Z@=f$eu44GZB9& z$~nC1?dA?q3~-9oNu|14N`L#iKxH0dGO-c9ZHr0J5{MpxFFs(5_rK8>>-4`v3qL-ef!Edyu)%o3Y#7ggG z<9Cmo5RPEI``5J3=OT!)Kn_c{34~)7D#2+6ef^OCeaOa**lSI+v+!DdqvyxDv9_K_L?Mv(ojz#YyPdu0 zxbuepahPR}wx;neVN4}MH{h$$zK%pm2##ne+RaSc97fV;<`k9|8ph?srZ^mc20<5b z0-8O;c^E%bg?ULqxq=~Y$>c8C10ucv1+;B(6y(pX(d@ZG>MK7-&Bu~Eb1d@u@&gwE zxCBAa9_+3$rg4rK+Z-N8S0IjYWb=+xd)6o^Q z?bz^+d_H68`2CiB>M<7lOsuIAH4x~`P|4o5^6}16*wG#fa~+tjKdYuZKP=i54yWM* zd`QE+NyK2H>z@<2QGHOpi`cnzyG-}yumG4x0e@u(K0pmes=MAN+5G3>Y}S!mzZ+?= zAb4FaDLe!~7)Q>`+mMTl0ztQ>9>sZvo#y#Spp z3}fz7hfE&n%G6@atG6a}N!{(-Z%0C9ut+Doc{5Y?367OJLMjzg+C+<-CB@QX+d$rOdLGHd(cc67}| zc1UJX`^)4&$=c}%XIt+|pHHa+M>4z+nI0TpOWRpOs5RqochwkRaq#)iEEc}3k!0o2 zbB_SEf;9(KQhv9Jd}{PFVX-Thse62wLv_lcb5Os*;XcQ(o`0#=wQ4>t_AC0MZ6dgs zl+w9(wx?hNE14%sNi$L8{r>mNRJAHQv>>NSGJS}oGkLO<*VbI@_2FV#9o#EjKb0)2 ziN<4aUVhCb?wSMd&Qk|c91gvW+8P5CE;F*NvpabhVo!J&nUDd)n7}*OJBd{<&G?JZ zd6Uo*_+pC`GOlR!&OL*$w8$Ht7WH$(lG&KCWybtQ9!`M*KFBr{SC^`Be=M9mAs^_MQ9W zF@DDr@DhhLD@KTnKa7Vz@t_#cReo*4M}BKbK{&xgFAI6g&KWNU=)>lt`E|@fNNc#~ z*zZZT>M7w{XiYy=0?J96Q8uty+Fs7P_c(YKp1FvW`x5|&@*J3XjDDgucWo3e>&~I# zKQB$M%nTQ1m$D1l6-nG`AU`-3nSFxy%jhji=Igt*InSjUI*Z$j&r<)I|0OI}ZRGZ9RphD!^cIqiDyZOWzo1Lb)Zi{5bAC{4cgNzh*}=Qb z(^|-D#gKEx=8Y~`rxux!b-cje)HqbrSUJB76HmE$sC>zg&H7ZfwX6IfIXc}`BO#(q zRzfyK6SQrxH@rT8(zPR_wP@A1wN-H7U872=`mpwy1+b0$3*1sv-cJp->`|J~T!GQl zOc*sM20lE&wx6omSlsgZYNG>`uB)k%0WEGz6CeC3su%NFJ7%>}c72(BgxoeTcm+M& zVBfvqzmngV3SI>h#fox#JB?c&^m!I=?(-VGaH*}V-IF6tmbnpm_H^x2OtJ2alv{Md zO=60UKEO}=ae%!@9A;o$|3Do>)hahnJ99DHW7R=${t6&6NnyeaLEW5GITka~v}E?w zSZL(<0Zn&)p-T8PgLmv?{~4;25h}_XhLGmgJFx63gjc-F$(kXQXwi|3E&t|@hKOc> zTGx?Qsx=JOi(aelt*enM;rJM>K^v~hl$+eql_Eg?mvJ6@mJ>w$$uTuT2bo_3wo5+W zqCQFDFK9nLia}T`XjsH+^4j7o&eoaIJGWX zeV~E<Gs)Us@qcnp6$<`_(GE#rF!`0p=^PooG;FPmLSMFD~i#7@r(7K)$- zO1gYw2J}l!c1=shbL{M1#Z>-G-6F`HAfBn%di&~fxD_%oG)+feH!_i`!;##ztv+`K zIUCXv@movG$i0Z{V>~>1lOGE~!tRz_ZxxYRN{K|9f>O2fY0h}tUz#DY&fApi2H9ol zO^!TWS$Scec7YO{mNRP&2wd8KlgsdEba9?N=sc3_yGQ88)jLDAF43vG`fY}KIp(NE zBP!OxyLF2>ui*jL#JJ|#)t0UuD95ctE_MdPLlmYpHmo#yV=-ab%v%!l@>A20zgc}P z6W}!rUD^If_lG6t4ce$-Jc@Acm+C&0iZeZ_0PF-+lY@Vx5q?Tdnjmw(&HG#{YVK|0 zAhXo|J4qj2zRj0+c=|b_8#_RrNHp2GeKy3jh>3DANf-6Rys@6Z0G@d_B!y$G`9g6l z442INS{C*?o)_)1o525{w`_Un1ZVxE(9%1^Iy&@Y#yPqr|56t@9R`d3B6|QP^~P+X zMKe$5tFKh;o@l6{XMyIle~-Iz_lXl()!P*2W~QtcnZbO;NFK!3W~FGZR)$GEwP$LB zYqdSSux;^I&)*!^&K&42idZVM-AMe9tFYM?1qUw^PueEP9s)YH53*-E1?^E1{4@Oq zrr-GI1&(nma<=u=3dAn5GMCtYZ_Vk{hVNO8K?_^c=B~ePv2)h(==>Is&eRWVd07m| zx46A_&Nt_Mu|`@6sc2JX-a#+^jUo|3wD4$*REh~*0QHTXd?wAuH#(J3u&yPR-$@Vu zM$XsHB+ADU_?TaZt}mJ%GQ+rP${w4IWss}TMdB4xA*dx_7WENIOBoh`?VMXTX1cD@ zU)EM&LkITx|M+~iA*Zq+KKm7Eu&&amqgFY8y=7;j7>Dfo5A6mHqw{vn@G`f*1(&0Q0B9{olC(lzgM_#qhh9k-1}UJ70|apS5O745u4x&%tEyAvT z2mkx{kP-x0yrU9cIl;HWEZ78?W_S4BZ~YivQH?v8O|{CnQdZu54*DhB0$8HGMEJ^s zjK#wZSgO`eB%0DJFbi&R5w`_`qf>xWGmbe_-`+v29)CsA#bQd#P3mv_epMrCf|1y( zJSdnN-|TVh^W77I33RikWtkK+4m#g%9Kq(*-vVbkb**2%dDt##84^_OLQuCc!Q=!+ z8oTJ{^5ZsJJW7AfeY}bgNjkd~WbYSEneo*~+{ma%>!+sDR_Nf7Cr0G%iKJ>-cQ4G1 zVhR3S7`Pe1rm;T3NxWVHS)VY9^{O8G3Nt57Xn{i_P)sQ{IA%t#bevZbJuvKRd;=ox z51wcMlHG+J#l9dybjtcI==BF!Jk#$HWBMxZJ?|zX@mEtC7I2Zz>ZPsGwM44>Y1AKv zsy!m(I8E+I&}pLjr0L|PrQ{*y%=H5f2V24#L|j^igJ32DQwwT`bNbrJvaDkg&KqIX zvgOf9o%k{}Fm6@jjH0S|b0igUTFaO9f967$>v$9Du5>WXow#tKa~BnB`7p0L!cKN| z%-t}z4%$vJ;U?T}GcsiZ&Gm6glg-NZka8iK!$ZfLwFJXyqcb__TT^1%x=Kv2E;Oa5 zhJtZBW6%cu>x`w(ovJQr$3Y+d;kj7vi-Y!_TwEJAgx&6=-2D|hTCraNF@iz5HRR!Q zSfSz*ls-o(fKk`WV(UHhx>VwOa}x*QEue@ysHoYDcHDJy0Nog@@`_lP6YqeaxA`#eZFC zGH&sT2lu8^cN8Z5 zG$wYjaGyI=7qM*)BRF;4TomhsUqy=)4%iJy*`F&fh6Tf2`;s@BUw zgC|&QE6XmX;eGFibW?IqRYqi}zVknk{80+m|U`Tl=iu*%@ds6)Xdg$4@j;C>^ZLr-$Z`=9q>4P$n-3 z_M^ivLkmggy9vz*Px%9NV)Mq&llN8(Z9G>(8B00K=nbn(dUV5T#<9~jAw$GcWIS{V zh%R&1y7|D(up)^PMhZw6J&dbF$apc_#(4%Vi2fPx83!ZFOEf6o+R9d@&KFgm%)(%I zPfC>z7#^5$v<#n{ZZ^{xmqDi0=pHPp0hZ@wuyupj`8w@tWkjW>t1d^>)pxne!KPRn zY1p^vh>QhekQLXsa_cncDX#WpmPItFmd449OUp3Qfjn6*a{L>>+bWV~b2hW4EqEr^ z_uzfx5~5Ag^xk-V7l$I)VX92bb)LLTbp{D*#snjPeeqL%o9>zO`$?;8OM8;4B+l-; zXI3G?lJxY%8b&&N><`)W8m|Q1QSHYkQZl1D3nHJ9O>9PH-34f3u*j zaB;KK+3B7?^&WKMm91A|gy z1A`z^Vr4exW{}@AoHQ9!i#r1|wKfNJ%qvn;oPP;6ji0pjlbQiFoVR}>f1qVx7dM?>fKrUK{2 z_CVs3!uF3$FQ61axBzT&1IGgNX@iYlY6JdR#loe*6xdju-j@kZjIJ+;?%_dr@Yl02 zgJ^MghjVCR1Kt4MtpG|PEdp?A7rf-pF8XuL1N>sa1ti8j+`0IR{>hn`{fO8178b^) z*7UYyXSP80uTLXEBp|1jI=i_313cHp{&8DwbE)@?Uvpn&Z(3&eaDNZ(B^ zY`W-`Ef~K?{ zr<79uTlvp-Pf!qBJpi1RnmHgXG8M6Ze0&S5gW(&Q+R)Ypc>g>3 z_ABRCc;kZ}R^hvaASK{$mel&GR)-+q5Wmph(7=?z=WpcwkLHbE==V?MmwW0@_55#2 zVtHcm5uSS_AMOvot2Z^XWJ@3KZqn7sXAcN7`%Sn0S6`iVKfj9F!r1b;j}21%=S>%( zo~_~AJH`yI$gEa?*ppdYc!~ey@vLL=PPB=o32btUBjd+U3!pg$2IkM$dyh^y`t5A! zKsVVxBj9f8X^&L28rC+(&mI$*8e3p*S8oqC?Lb#brn(vce)P?i1*r44&6S<*p>KuOtqgdDQHWgW)f1 z_Alz)w#~8ePkq!KJ=uT2-Kz92s2ael$$#JtjrI?8uS4qx81ujJPx-Qk_UaA#EBz<8 zduA`;gm?Y4Z~AWA=D#(W-_hhp+{oenNq=Gj=KFnhVXXT;&OA9-*t|bLcx7BNaVr>m!oWzmea@ft!3l7(QAjb6jw}t3{dS7tW#hac z@W~_%XgpESeNtfJC|Jnn)9jBe#Qzy|svx`4J*33R*u)y(UwlHQ65Ysv`m?I6lOf}9 zHL6Tr_KVHbn$lc#OEjmuLK#;rH*^A9zsBp(K40&psOO(}MDwj2Vs_ zE&^>4$=Uhim%Tlgb+)tT&oxBLfN{oY?cjaZLX_d+ujAA8kdX~n7c#flrLf9u~V zhf6$%W6DN0wiCX{F|UAqQ7i7zybC-?6_xTyWX7x6OSp9s_x>cz@UX$`>#rVc_#5Yx z=jW%Sc|*2Sj+l^L=-~le^Vm_DaG}^vR7@>U%sERDxj5ELXpfUFhfy-!07($hc+X)h zj?tv$tD}ywb9wAkPJ&CeEp$o?AQ#0HH#-k$&!eBm%LXdbS@r+#x`FiL4j{>`Q(Wr) znq_e>&*Kt3Nta&PI)S^E#9|;40dQN!^ZWJLQIDQyld>cjQ7`7kk^Au!kS@Nq23`FH1RfWulGD zd&wht{ zgQ!eJaP+f|p)-UUnr|sVVV=X}?m$T=n!!&MPbSZ?WsFs|GG(hla|zr00Tr$04F^nV zoEpcF8swdrw=JL;|feIBTSPu zkZ_IJOXwR$uQJd~FtEQ`4$1c}yLaEA=BtNt&UXzxo@=A^Gx;8j$J6_a{~u6tP-*;fg9Qv(pp(^Q?R{u zv28>tN~R+%hq7K&BXw0TovoymCf!(7AILvpV?Fku=H5ZqnV!O3V=@{}L+1TF@V+Wb zZfZIP#}N?0tC4em6Q1E?@qqK63DnY?i{CFlp@8QVmi!XVIIzqXZ1(*N;BMC!8UEFOZoMhNe%DO&gOq_ z)?8pb?fIBuz;+cBgD>@9hKU`|P)?WsHBUuvw(y(K1;rme^n=ne5{6pFW0Cg31`OxE z4~AlCA$g@7CXNGzg5!b5k8O7^k=r0Bhtf}Fhq~-!C*>elOVU82?X)9!8Mc8iVOkQ_ zj#16p_&xFfBaZNOHJX@^#m_g}*f{6<6M4oMYwad0UonIsi9}V<_%)-d;Yg_grDr=x zY?{wpQ~4*Yo?Em>OQ!Kk2pScH+;$Ey72%pk?yj3#f>M-<8hd^P+TE$Zb?lxPpX9z^ ziW@twk7nMo;ymA=oy51QTG~gWsl+-Hcj#!jzqa&vum#t!N6IGI#A3n&v|F%NFArQTEIgn&9)L0`a;smcq08wsVD_B3Xc`U1NJ zaZMny9fB{gb6wu{Iz@+AN_vIl3lc|2VECGQH*;}AewNk;YJoIPtla3so>!LEq`C&{ z`V3Z2X6dWCOmf0FgQn#!X-VGgW0r_6Anm}&dj5>)Z^DNB0QFqACPY=w<=7{$GVDP> zn&An!gfwCHAOL;Y;;Q~n-J3_~U#R5^_3Bz`z4aVn&c-A!(^u1*tCmezx7L`~hhNh+kTf($_p0lG+JGEw>2u zMjiuzxd1~RdXjsMr|g;dUAG&+=`tuyB9D7%p;7rnlQrZAGETUrida}W#JB?TiKLy21| zl*|29cTKi3wTZ(@z9q-_)A|eIXRL%jX&vd{1;=7l;U{gUtjnj%s}Z`OetHuNrG%#f z-9ua;NCjjY=0nToK9E11b?Fuz>0uV=B2XgV)R<%+rq2saA8|t{f!S3`lu!y;iaP#= z1G@mt^dbyfPVbx76L$&8P?BB>Q<|}mR@L*?E{MYT>}tiZ%EBt(-sX*OBT-$>KI&A~ z4pA!Yf5{nIe736*`Lq3X&T=11WD0z4eB7!-Zk&q6+N+p5w~fpAtR3kXQrscK#(Wgg zLROA~Dctc#y&yN@k5!=)d?Mop3M~Xa>7fkV{K;&+Y-qV9^oQY7z?ic2f_V5VEBM5d zdZO!S-xuY+SGRv9xYW2sKD>g7d@FgRfA9Ag%BK|^kj`)QOMeqSM`jzKR%(yOM+w=^)^_ZEkaR!0!^+n=`Hv{-nPypsogR(d5nso9MLJT z7F5Pq=puA#n8tr3nz9QHyHX4Ze6Fg7;}rA_Xicv2=9x7N&{ljTQf7IoH2UCE9;=sj z{VXb)HK$#4!nUL<80*{o1~S6kQghe2YuY0}KIy}G(sR4I1KdW!-USk;*u8z0xgqqF z>j8foUiiW6jXIiYZUtX^%YJ;xM9go|B*#VhS(F!+9SUUVTAv{^KECJnG(jY6ItDp|17F}5#^%qNvvIYb0CD&w^SLA=0_T&v%bn3c96-`XuSNqoCH0A$#P+Ea zrN6KCPjv4^E;*y^$R$j*fzv&m^rQELB4<_zwN`NZ^-QlF(fy-TR&q_ICHoNYk#ZF< zjg`xg11ljyM&w}p1IiA}#cnnoP31dHhzG8GmdHEd&R};4F-5%nLb0WAoT&Pv7{+aj z;`b1)s&z>LBc}HJDL;zL>sy$`z0Bvf1UX0Xh4mx6=P+lI?Sje5gT9|UB72hPvRh2R zwd)PV6@e18wEHXMV``*AT7~8IqXsP+^<8xA(v1?wvr&AIB%$X`Y@p*Rt+bKXxawrK zP*=dM6`g*0a?RbA_njDS#2&3uUSA8%k9jaMrwu)ZxPPEA?isHQ#j=S$eK6Ck@1*i8 zNb~)nY+YA~DZK5)X{`B>Kb>LK{o_nOl=Fjs`Nj^E!ZoIvt=b*0Vo9X5XRXE@2g*Sx z;`N?1S!n+@YS`FsUKq*#Wuzlri2KUFf6-#Uhk`+u$)C|(jMu47*!d9@@hbzZ+4?Ut z`ij`c-Mu6gXw?lNp=9klAIT>#;R1zP7)y%z9&E~0vmtPftF6G9*kq{nc(4>e62K)k zBAPNVMJ$Zjat?T6&uFomAueIkwnY@*bG$Q-wm?DWYW-R3W}{JTv|9vZ|JSx>AB$Ja zePOcVa=8(Oii$g>;M!~m;~Ex%Q%EF7t^`Lr1Z zE^N`eO@0Cz#UWMJI+U{7rlXvo1ll@E8LM+XPj3vqnGB;Znr)*Zw*qmpL? zB6DpTFB3eq*##{Za%jS+8g_K#LQ4~3J+qUbtulGAu9eMs94OeG5yxn%=JyngJU0O0AU`4*8=59 zIo(b9$q^jUzt6Ig~`C1)Byug?3 z(R8pg9VmGK+_NXsNGwI+U-HJlr-sn=O2veA7lfzV_N2dEU&BLG4Qy!cHIp6LZWY6t zI@@5$`*fR}R=Dyhk`&}IUMkU7d}7eW!REp*g3p%v;Mz(uhoysQa-?;$&2Qugy= znuu;KHC}{4*m{;rh^a1{^8xRpxo)-bGkj;n7$51UyEe7k?UsFJH`RcE(pF6Gic#Hj zbHXkj$aNZ_*P(l}cDtjOl<%$6MPZ?69VR_`vdKE2#BT2!#=Y0jSh~TG-hjrK7SI+% zt%gEet^`phhq1a~&LbUTAiLUl8gbn=!u48i|jjZ7fmZvG!t zP0YWZJl!WQWuMR`Y*wyuhTd(uBL*UeTJM~iHWV2*izwGl6@C1#D(8VYwgE8jzf?9T zpbYvdVZCFL1J5rEi66E(1tocyF;H+U%S4G9uA+?G_Cu(t;#`|kw22V%VY3k1x zaCv@1w#5`Q#{_C%E{MrlYMslP((rKq<@jt@p-ustcjdUmKzZ0K2Gc%*-mvuGDB7Xi?tMB4D=+DR zYf5_;hPMLm%^#a~IL!!qD+~*(u$otW@`bpd!Fr+(UoREQ7$3pD1Sj+~?n7#7x5UCJ z2N&r4cNSSGb50A75XiN}`hH#z2=DWBAI38~k`_7vHmuoC7B(_cp#0|vHa~bh|I?$L z%31^{G>W5cM54o~`{>>Xh(ju9M{~mX)wx0^dI&dtx5kmQWng`1FS1Cm=z4inQ91)K zp5ma$a`!yoZLF;Zht%9O-6Fi`5*7^iy;o=s!v(&Ddr%F$qch9R4d36|aLlk+I+TZ> z7_dZG^NlAd(6f56Xv>1(qe4p;`@JKvHZ=Zk-R(3?TPc4uaF8_0ykv}M&xCOWUnp1lK}aD*;=$1J+lT?WjF&2Y}1aWbt9HD@&S z5&VAi87=jF&uI`Kh>>*lotZr{&b1I#Oa&JUQqHt5Z(CR*s}P^t8I6|l^sy`JFBg#s zo*~k80s*?`Rc%}?w|-LLM3L*Y0akUzZteG-h(hAHh|@g5cWkNoOJKuMU$FyptL}d( zcOGM=uUN`up{$Judres5wPg-61%kC;j;hNOvSUIUMrbEoaJBht<}0I_m9A+G_(lSV zJ0q2H`T%B)8%sx~b#->5H=R=U!_q!;E@WQr?Ljt1;PrLEV?mMl`e3okb4Hg7_QlyN zqTK?OeYs$uH^3_j+OF_TG_lsQ=F0jk1AaBOQ%Q!k)B>07 zF~)VEBH#BCCyxlM1{q3m zKz<&j*w&H8DO$B)%ysXu*0v$-Z^W+)zy#5=z$|*vTFDl0v86)2I_`}dA|*L$Gjwja zY)4Vg4gnD}mW1-fgjj2+9lo!o>T8o>;&A|>Tuef$U&E_ZlnUQ8Zq$9I=-u?X1KN1=RLl$8lhv#5nAk(hfF_LU%^oV|V5+uvEG zN#<(MlZs(IK6+!NHO~1Cgp8lXH9UO%kdzTrvWaEhM^;^d?>W(M*X!OqFMwIyhnyZ2 zdYEK@B3SZiO={EG>018Xy8Pk4mW1u8MR2dMt;jYWr!#p?%gvTX4*3S$bDh3fFmjXG z=B~r6rdt!T`f0~X0|?Q^i=T-slG1JSePu=eb$lE$qSV@A76vXFgv2lFT#q^#$|tthX@=VJ7Dbmo*9g4MSN;c+IVs!DXCT+%P648f!+>AdZ42k<_It zJP;taK`^#obPM)DNzVkvRd2pqqscj)bzrpXwc#3rA@qQ}mM>_NzQVY_9+5`dv@&w# z85cnta#{~DiH}d~DqPj?(93OSo4vXstWbVP*ho>cqZ)niGj@C|WeF7vrp~G@tOSKy zVXJU$Ik(w2gzc!@S;zC=EpDZ|q=V>rh zFG2&w5futfY&h~iRLYC1_E$bD_{Ud2>U33Rrm1POSs?iSb`ydL#xAWMhqtD>uzgs2 z?odj+ZZ$7w$dqD&yj6U)!5cM-N%vp&?k~l+wvKUJ67*A9U9AxanO08plim1l6}== zRB6iK2r8I0Y^WTSn4UkGW2Qf)h)=@xv=*d-&>}Y=4|VCbssg|cPQuo z2+(7&!HFHPg;Mrao`a*7;BWI%%UIv%X$}wX;?P8Akc;U!5|_<2xKn`S7Oz6?)GaIn zx`LypXU9qULaXA7E&z0rfbqw5arEJyI1=B;yqDFH4;*g(QSFE<)XqnvVjPJ}&JBd_ zG7+Y^wslg3q{`Wt-T~a2jh#{SF)9m%km)nQ(h2I;rda*EOgw=gA!A4gBNl@bze&R2 zSS=#`(V(>yG57p1{gKg{-t7!L}mzs-}Iw>G{Ys+7> zrfDg2B8x4Kr*%3!$#lPQQX0x|t9`XGBs(6+LhemgAV#sRj$Izfb0i+(R1d5ZveG4) z;XB6=oH!tTa=0&QiTcIV)aX@~8(^1Ktca%4ngGnrrt7ITrO0-8!iFuAsIz4|`mTsW z0lyX-!Zc6^gDetnaf6Y<#BVe<*y>a*!I6(Euq&) zQY4Z%O_OTj4!~v}AiLZYFGk_>XTB1rzT%6%XGv#W-h~!Jm>X;ysQl-jQ>lE>1o3u2 zpty10jMis-Q-^tR69Hmq!b~Lz+7QHT7_I#>^HxP@`EqiYZ~cwbf6&<-s%om2u^FrFAw4??wp)al2|MF_PJ!9mj-AhJS$&NF2?W7*nU7yh!a* z@9-?CB*qICJ>FSX9&mJ!2r|4AOmcCSdYT(PwumQ5`Q}aR^bZ6gP}3VE8s0@TwdY5h z{<;#X`#gZRcPd-~E@93I3DP7bY`9_BiE}?@z+BL*{h^wEo2C}5#w131@xvDdUhCX) z4{RMx)@;e}>bg34Eo^&xuo`>7r?(FuNcSF^Z^k+MAU3Mw}K4 zU~<&$;lu&;1@4;5+dP^us^@lL^rGMtxg;DvIy8XeK?GZvq0B|u6rlsjmMHCQ90u3F z5^p>nO!l9J6c6^{Xv-GOURHnrtxA)a$yq7lEnn5qB%Gdd1^!84!2-xY2P|Gb!y8|>bkzM@Z;Ud0XI~i>+};An2&2R7@ax3 z1|ha>I)UH($rX@ygEx2oT4qWNG?*r|Kddj-F;!_o(+@%#pn1Fg7?1|hZC#@g6HQo* z3C?iEB-g(!+#7iR=do&_=c|EL(bVD60h8Mg1T>DX^8aD%9D+p)+AMpmcWv9YZQHhO z+qP}nw)L)U+eW<}bah4aKd50woMC3f$=u&wiy2{8eFa|GzDmM&)2AG8{f$8{3sW)J z`;T{Uy6EQJj7aJBL`jZ8z@LP|0k=jAkJ_)Zu?5lvwHQ?E?82Gvd>0x?Vay1a89$d} z-iny7Yx92En+S3tZmvFe0)5^o&AI!~lMut#VS@w)WG@9QFe_LG`^^uRw%&eD6L*8V z=d#{}f3-5aUz3htF89g$ys?$JAZ|!ZAp{f~ak=<+!>pjQ$>f6MdK(4ZcA^^3+u)8? zYBAo>K^nGtRF@w_;Ax;+p)??KZr@CSX_-RFL_*`C#brjlxrH66&qF690&NnVb>MrB zxwAR{QUcttD(ss1Oct`rf4a~_FI<4D6tFGnhso?hYf~Hh8Osia4_Acg4peDOAJPg& zAGo6w)!*K@NOo{x5(BQSX@*%ga|31^*4MWeTr;LcSE`(N^1A*9E1VMwrcHom#^}d|v z*U4w)#s+z#!k-z1(fkm+t{P?ZZ{Q+@;cljmUq|h;H<^z(cJJnmh(GDdgUHp7sf$F% zn|x=OZL0n7%;}KHS~-nnR(|^n3dWbS(G>QK1FzhQGu_Lg)SL9Pgt+9zY2|xhCukN? z%WDy;neEhwitD!o)@6rm;iB4NG&`d?^yNsKf^k1xGY70kfifc&7Q-a+Z$I3^*jZa? zR)#xxG{-E9Y%)SB%phU__MAN;0}}dAq^2uVRIwNwW=5ITG*Jq>@7L;FwmbT#6$4V3 z=AyGzH=D%Qm5l)Pn68$XwZ$q)JO4n$s0y%~q~QS|#2k7#lXXr~1RLULnW-pT`&-Jq zayMkjB61>)EzPM)NzpZd;EmN8SaANmqk6T$pZBV%=JR&lq&eHeD{r3a$9|i+j=JtP zT45#Nk@ue&qgC7$Gd+R$JC>Un$)Px1n>O49Tfd#iX`!~L_(O7>k^DP{8{V>R*UcJ~ z17w~1^BcZBf#@WMvyqH3h}W1w`3mz1@x{@i z&hd7(z>MTShG3-5al7|P!-pa6GMuwh!g5P7`)?cLhiBd&yxU3eJu>s*8~9E_oCFUJ z>mHAT8y58Mz-RoCD|NK*RHfh+&5G|B<(2huEFhW29+VNfA=0I+=|^p;k5#Cc%HY2B z0zBC1_Av+r+gtS0NPi02%Ya!_lkRH@PqLgpi;5Dh@T&B_UTOuQ<&Ue5`_1}cVp@8O z;>;Sp`k#*^(^xU)KiTiQ#iSM^^OY$87#xT)awUAe+EY|RcwSZa`lH0?HyCx-Z4_pc zXGg=BJsQI9`6Lv zOCcMmh|T<$1>~g3i37k;Ptfx&SJ|+EiLZHMV6Y$bd49;c_oB&nj8-PhJ1evDH=UK> zp2B@+$i60a)+1yrlG?NHpy*fZ4)HFpvJ#JV$FQ<#^N-?&7XzZkbHFc8ku`wMIPMRr z!0)4--)bH7jZ+502A$@nrdXMtm5#tAnD}dH#<(H=SsP(7AmzmCF$I*=S*b^bT>^%T z8F8J%N9>>-b%8onXh0FxBVBQeP1`6Zk_XPE6nx}gVsqLwx`>iJXgNbK zQgJj!eaZV(IEfy5ETuKOIJzq`zqwO%@?_cooBT3bup+QmJqhqJ6zym2G6jQC#u|s8 zIn1MD?0^6)Vn6GDHkTB^Is-)L@>U6$Q$H8!HljgVK|*1lPXs=WA=$u)92ZyA1V55p zX_YTIypb_b3tc^}FrP{#PX?^f7J$uTgCTXpE1`YrVGqjhk9}l~uSo)xO}3>4MqCG} z`T$DatGiauc0pF@63#o(tPw58cy_uWIxdZa=2P|6Qw!{7^WUoKZc%aOjB^`nMb{6VizHB-u2cR``O=L*^#jN9=0%bmhIW`p&7h9TEQWg_MQZ?>SP z3MDjKSYnq%8h3ga+Yi$w-mWlr3f1?DxgL zBhK(VxI_43rIH)8KYbHynZC6$yP--#5kV5zwU6#kf-@*>y$H>LR<;UaK>ZNClL;}u z4jmKs5;cleA%(^X9BipjQx=0II6%P^ZKxyU^%8EX6m^H2Z|TZKNtz3cb=K~^3|3Z8 zE)AaT^SNa_7%w=zfaFFDSk|pP7gP-Ldz&67O+DB8k4Bg~V=@LewN}gNULK3OYX0-y z!S(Nd#xB86Ws5yK9W4eRfxYhQ6TqK-d~a@k1=9k84m$xvR2d{oECCz7ld)^SMTf&9 zxYOGeguVOxjNdOp>MZv!Y9Jyl#&i=N5*#@M+_7H~{q|Vb48E_NgGGX%kJ62smzxX9 zl@Ryno)7OW5AR!=7Otuj`r!dgExo`IY9A#c_DqYUGiEZy`!}6_;iuJZ&&+?0;>L3t zSHb~?I_#n?*U?GOKK5E8#6f8h;g3s-;b&D?OZC5;=50*F zdumES*|?<~?wr2^Eighz1matPW>^)ec}DT{84jOOrLl2~RZwF4f7U)I9bgV3BIF{? z3WRX&51&@&1+e`^Z?T7zcyc}Gxzs*Hj*l&P`yM=i$MdCO&-!DN-9~)ub}7`L$hUx! zK4X7>n0%}I!5@rkMVI4@cZr;8b`rw^0^fQIxa#q}0s1x5UL05SO*cCvYp?z|J6H!O zGHHdU?}kb{OtX=S3|-&Y>=HNuA$_GLhc{ZWl00rEK2=nu!h;#_ldP)N#;Lg;H!@(@ zuRcZv8HtF3UXN!47^hgu%@W^Adx(h?qI+?IRwkTZL19S^g zoV1)QDOtm70TH3_cGS1oz5MGq{0Q7_n_+D*qj_n+jH8|&P6)-8?zvwUp&kx{K|AJ3 ziR_+DQ@z4tlT`kyWe_5H1eQm^{MBt19(bJZ{o^r}HAC)vEQcZQ38Ca5lT_v7Or=VN zCPb~k{kCjb5bIRIeSo{hd1AepDKj@6-PkN>TquY#Rfcu`Ngj1Gq2eWVP=3VaSQsue z;8N`0^Ltf|o6aV3Eh^$w-e1_^tHw6Ur&_BNTDFGQrz7d3w{0D!s@J+Eo=|6=5l|hV z=u4^dP7a3j!f4=WMaV2)QB%1oPIG#2&Cq!|NE}+y4Dy;_zKZ^Hju6?Q6QmS%fB2(a z^jk3&41a$)WdjJF^~ zI>ug;go>$th38vTKOxSusTq~h-(_XN$9z#{uEd~)Lrx<6e^=bf21q=%yA<=t+OtY@nA)2(Rk4CoBny=1TA`4ttcnz-NzXYLnkDd-4;_8GO?nDM+$ z&*G6f9?4B!idY)3TJdG2aB0`oz{X32HqaLqfV;m0D(+GLq$upb?{bi@6s6}oBN*BOM29Fv;e4!}fqesEIT{NM7X!tH(D(Q@7Bx!Ng3m11XW^`LV$QXGB zF5=8S;+YR$E>Bif`BMpM|(<}KNI;BT1FuqwR!Ag!yD;Xzul`d1qYkA>lnY&Oj_ODSzPuW8(H;S2(J zqDw_KmVz)(98@mWr~mX(lV5!Mjk`|}qx2Wov$A_$yb+|xS%%q9j;&M!!5JI@U5qs= z;t;xO^l358Wv-vDe7{eT#?4J1EekD{!JE%$LcgYcI?)e+7Le!bco4oKSb5JxZC&PUM+Jq*y$du^}Icz zTi-sg(@Bj(Y7^9}bA=ClQeA!aI4#6qa4TQEE9dF^EUtL&-sOeH|IR972~Y@WPOC|3 zwpN&YVTB-;Dv*{99M}nm$lyWz6)eQqsHPi(4hhr^}@}6 z-41uZ&E^q6Sr+kUJ094D0wP_zb>@t1FeYfe>do}t-N1rGM9pTiw3a%GvVzN9+RSH0 zu6Nld_1lgKH0CETxV^~wLk)(CKaUk>>=yP?8SSypw5^+nv}-g!>KTrm6&59yWJ**I zipNp%j7lX3NlkibzHph~@JAU!#=GrX3(fK`B(scakD?36pi zvo!Nw4Vbh2Fp-bn0KfgOBsJOA6c0?<=d5qD#Vl<3o}&87Jo`kcuuMC;BXaj1o-}*{ zL{nzI$Sn}_d}lNKFWeQ z<;nd>@F$^HKISSKRG`p(0=c2r8mf6h#p$}rUF*5q^a26iE%hr1HJXQhpf)VoEf_R) zyLh&UV#vB^K~jAC>EKjmexTPn*V0^AA`~gg^(GxwPyEKcyrd3gQS4(D8{NuylY_E+ zzSPl@GS$p;B;#lDQ={OpOV@%9nZWlRPV67(k48`hH( z((d<6!P)YgJHw{AW?~nN>`AFQ@aOG+U`tjm<nG{xFs!3NB+<9xlt^Gv60hn!`8} zM`*BO&O9!@V+fjm8PNlwVC}yHusdjtgk5ugiNeuYM0R9In7{PcHw310L!W^B1S#8_ z)7k$epQ32h+saGG;!5dB|IFUh2wV z*$*;v*fF;}^n;f^vJH~Naj7zAihO(saY#u?N_=tguw-$cv%|;k z+sB_@j$OBx?CqY@PScx=jyeogQXODi53hEd|HFcP0PuJx0f^L`EamqF;OoPuDy5{lw1+5R_0N{6UP`KH>0q|gh z0D=M=0MNuQMjF0;5v3nT(FXt*A`tKM3(-$=6eQdxd3*Er_I4Mr&F!`iE`kPU>j#f? z209bsCV;RD=h;)60I-S2I+C;K2B`)RA}c@D^9S4lJO>u!2WSIRBS!~%>~^^iTo;1( z-`oTQyT}BF0BQOa0qO7@wEGs=!7ry8ze&C0a)IX;(S-x(thtl($<+s0!a1L~gmn2< zA=<5@Z?jPiU8fq{-omFZCL5^xO3sIXcx%1&_4dPE1qFKzDEQ&!;5T@I?VGHBbv$JX z6yWK`zmW7}ZzB!-UBf02_owe`_b(5J05|~je+$fc^VQKmJB59R0rJbRvw{%r7}^Ge zZ8PBqDu9jO!~;qu8^;3TC+x-#DE|ff@gW2N0(_CDN7M&*2p)v^LHb^Sc6ht={``R` zr|S>=RrTcu_^q4c`>nP`F@+23`1lU{`HXmHc0oaL#&h_lc*m0$0KECbe-8lx=ngV0 z@&?FHU_jtsUJihNw;SLrFwYn9mDa>L4G0VWOSQWx`kmACiic4DoAD0?+h=4kWLNSB zu>M!+jR=KKZFQIZQ!n@z4%RWK^W)oKOLFy( z2N#&;-KK&6H{CMG!|Ii#z*T{+?Qc{ikwDuaKAe;DcUgkG97;Leur6982-kN>df%03 zpXm$=RM6QVPeEVnAAj)ixnI7uYySWpTek4i8frhG_|5nC*OWGT z0UR7Zgr7nGU;Vz_d%eAyywB?&|L^;cF<9hJwmZFXyuDlXU%=sC@OL<3SFD-EshR87 zpO!Gs&aS{O-=JShptV2$#^=6hmNsF(eSUg8@!|C#()DdIVN;{+eR2Q(6bbzF!p&`j zKZ&idBvHfSE@2lAU6L`_a*FxbuAvQAcz^6^CBCDWydZVRMXQxxuaIt?wJP_lq5-C{ z$~}#(>LN|YDm=%f+D`SI6^)f0G9+ukwLd`6!@3Mui`;q-Yo6_sh*oP!{|uF>Ex(HB zEuX?EELwT~L#|@F(N>YVBgP<73r&$}L|r|Unx{L&b3eIf8-w?{k;%#OC89*{(DQl@ ziomxgk*kL?>LH4A<~`_@Ga%nx75ea7$qL1J2)-D65l9*k9U?qKR~A|~7$;Ip419~K ztQ;)SBcC6nOp!{L2$lZ<@WpH0t5HH%7T;Cye=LJR@}Uns#3`2yP4#}ISnKsuEGjpt z3y=!Kc%EOFh95c55jtXpFdtJuMYU0a`A`%dMdgd4xC{?i{+*@sTK6UgbROe$kfMT0lZvs)3N*K37`y7$;Mn)0PB7xG@b6auz zMl*hBPD~JC)3E83{FWJ|=I{V-fUmdLcowqqJv68BIO$sF(M6x}BNK70+h@D0CN@;` z>}7oE7`OM2D&okJX&!yNA_X6VX+r7lK@a5Cw#!JSkDFei;~<%}#^jOYm~$>jU*IIq zFf|r@z+=W_nYq5H1}zFww#G!MEJttFOH)$y+O3JX5#Cr~O`0dI1 zBruNT6w+e-f`>JK%owJf`!a9(N5^|vG4>`NZ$X_E|q6?NUcnm0T?yI+if-ZIgDf%=faLuvJ`>oHLCtqrFXua zu45h|%jmoI$Mh|DbcBN#U+-HFeiDw4=vvhCN0 zIi!DRQq(IH8jkJm7%dgW#jxy@28+jvvJC$DPcC{8n)=hbQ!qkw{jwb%ki3chC^|Ub ztuVn)XH?s!>JI1M#;`y4C&on$LL1Zxa<)BrMWzmJ z(E5ePs%(V9prY6|b6$5p>8uN(PH*wWk;_0YIA>z}^-w+~!Rx0!EYU3)W^q<(%jbG_ zhb&=Uv0+fKPpfe@2%X6#Wh`%m6T18M2@fI{Z9qw=pxglYWA#PcRNM z#6ay={9nJF8CDNnf7}`d{$Y)dRcY|LA1_O{?Pum*CZWI~oh~rwin*ktbEa>2m-S@|M4HWWk<2{N^V$*6TDaJ8D z&UA3%yJ*GbSNHj_nxEHlo;Jf!vDeR%y9W@ri{C0s29_wc`foZ!4)Ixvr{i8VXUzV3 zYmGKkbi1j;ltoLzjhExl%{G%#xQg8@rj;QQ6tTdyx#Kobg*-m?ahJ2(+ba~0mDEGf zluxCUw}<3hzm1A9U0lbw+= z0H2Lo%b{)=SobGz&Zdk?0nw_Tr3u(M*UNJ|=|fWXmtLd}?-)qwM7orxYR!6F@O-wA z-fVnT?!3pg4mwrcF-8LG_NmPyAr0jI@itJF9_#|2Ha|*yW&00 zSVXRuk~e!|twQYMP(Xkj#l#f|zjuaLWEO3bexh}(F|c%R zi#&Qobe;P6r#2c630%FUA$mK1F1nA4Pw*8cQn28fX}^!|9xs_uj4Ocbp70tB8GGXf z=d6Vq^cb#(##TS4{BIm&J+ZRCrM+bnE{M${l3I~9DelJ1F&BREnJNOh0o+Xx_EVA) zxThcQuP}U=Qt~bZEPngYVER+#GdjbGWh0K@@{Z}CT$B$9#)5squb?W8Le>X~rG>s5 z&f>YRK%eIccNA5#h2PMv2<0>OP7oHzJ6Z)Pv5hSD5;D$`QahJq0FgYt%QGPnDB~Rm z7qv0_OT&ld5xc_i0k$q*T;+j{7tK&aGUBW?ZERp^~Wl9c$m%spGHN(<$>1e_^kLw3s&D;L_bz^^iPMj@F&{?w7um z_xtzT$`Hthe7aeQ9Rv61}N+BY5`mb~> zlHYX|4Q+M>Z{>dvGvBCl{$zeTj(Y}6Gx^KZviiK2c|+kDE++;$mT z2@gqPA_FnfwK2Ysfe(3a9QSnZOyom}PD4>;qh;B*nzYg|P%JNtm>8hh7#<;XvW(LofwQOw>( z8wkIU31QW%?t(`gRN~0*O^RiDi4&*n9(S5*sx|=StA}$)E`s2U*zqx-Z&@ zwszbl)j;y?RN&Nw5BWR+Kc?^O!m64h_ps6q1Yc6ROzjtpRb0%ft5D;kvTn)AveR-k zB$sDY7K7pnIVR97yjh@3Ll%|a&`NrJSMG@!N)KY~a|TA1I>?29U!b3Qu|ZH@-(Xf$ z$pkjHA92Q*r(qL|^=WkE5Ii3o(HQw7Q4!~OMFcGzNM<2}WCC1-*sl7(0zN~D8>9I- z0XP@N8jb{PYIL4!!d9)m=js2PE)z*8kD%Wg&Hia8s zR`8tLaH-g04rMX>VlQRor?;AIT&Ax4Z$QDA(zCqPux+%F)ULFC$G>v5TtBZW=B3IT z#I;pX*Lj$_Nc{Ho`qXWWxuJq%wqkbUOx2|{SzMBb+ZR-|b53G;OW9cESilh;x1i_C zDuU@ztk)b?b7JNbc<;jqQj(1e682^~>}+gxuWwV#ong}N!3`+Esi)uE3bfiN5tRPJ zwsMQkurJ@qRSbs&l)@>23JXIpxmyhP2N)go_0gSKt-)p7!N9gp*4cR5?8-g&<)Jld zz2d)t>sXJ7;Mt4k;%Ws&O%;2O2P^?U2^0|Xj!2LyZu*S5Q1UP{3+W1fn4jzjSu>S5 z8sBmSrz2(BsCviLw25)IE3bK-@ZP58geUQg#4*pJ(Iz?yxW}GhHoE#y9!JsSV&Yza z%*#WGG?r^lchF5ZyFjA;s@1jXJnx!HGeeSw3(GDq21vMat`+_+8jTNM1yJF<89oVV zl9zT~2~Q_W98cJ+dolu3&$+O6W=Z!@hG%QJ@S-`1Q+k_&#qFBJ&-{6&aK3Q%;1WAAGTU}1^iUD-g*5O8i;)|+*{;b zvMx~9%&9s34~zi_(tP@%k5u@IB>si_ce3{6D`VdI!y7DvtH5dKsnk4-D;r-WY2~=O zTn)dR%~9i3YP$|#WYlb@m)I9R*T}5=tPSK{?+jJ6wpBI1|e zIX5MgkhZ016l$W#36XH@d>k6(p}i&|Xp&p=5uCn5gDMwknFNE}q(yaeLX-oH=9Lp0 z7O8R?+1%yGR(d*9HVxrU8cJ$tHHy~lD(aY+hi^N`*sLpS>jVmtf6(y4W!r?WMV4^4 znz9Xo3lI4c$5GgCH3 ziqtBt7kEpHzqb6e*O>A`R^i1U#S7=~8sOCy$sO+X3F4`+2RbyY5>d1BoFZ`=)y<4o zGpsC1wD+$gu;z)X&Vl@NGmDkfI6Yu+ zk#rjYwe&V_wVRF%Du8fL5Y=a?V&+&ANHv*pU@%n@zYU+i=Z>5pdE9V4wKWHMC^r(L za~hrjs^>Wc(&mwy!RwQXkT6*zanC_aP-k(0kc^B5V+Ef{ba)zUGUE?ZsH8I{O7zM1 zli_1>uzs`_6xq&1?lfQKvmA7FHcv^vh7PTP#1y_R7az@ucF=fhyH(@eSIdkH2D+Y3 z|2+9fyO?HV{BSHz-_{MP^tPYD@!4cxY8=+iw7O`R#>^?cHUjGmQrA86iFo~8TckBa zf|0^MHPK_eO6Oq`|L{;4HZ#1CENOaAZ=bEiQrXXzo?kwT&%iZ8y2OodZ6&d(O=9Zr zol|i!>8c5pnCqn>{YP~ppI|0|km$+i+3J@-^7?AX4jl_4diHGcptB~b*bwt z8~>R6j5Chg_H7Acr&7xU>i5~rqyC@Keco8Ei-;nqI1l=7(+E0ieL4bh&vdCm;5J1BqpR z3Jl00zUW3mV@Kk-Y8So?did;K z4G+|quLm7`S?Caf2nD%})Z*p*(8$^?eRjJEa$pij#zlhrKWPWH` zNe8{%yL%5#o?k6KpdF#f=?pNn+q^I9BqWLqjGb{?so)6n>C!*AO~Z=NMMAY$=~`Wz z(f$SEFku%;QO*hxS`wEg!+r7U^%OjOjD5TlGgX+}e631+ZByl0w?fizMmgC5$ll`= zUuhSM(|g@}op+BZ%0Z-ikkrP-H5>MZg(K_qfY8u*G`_1=qrKKc0`U<)_4cgkN;%9K z)i^N>A@hzbbtY)cCD%IaqHPcUnEr6A)_pH8#IW>URB=Dt`fVueZQ+(_BhD7sTqXQ` zn*C8HxnfUOb~{0e&m94Ao9?0()3t6;DjwhAdsfLkxgk(=nUht2Wta|AtP;(*VY)$HWY@MDdx_>8Ujv=S4-lMlY=K6BX!WKP&F z{Y^bRQnwJZ2+h!TF_gk5^~09@QZ$e|8jwFR?m$-3Ua*~-T<~|!JW^zj5rAj66BhGz z8F-Sq4ylw~-M3fGXHfOXVy4K9YMWN?mVSmukrvO4B*`B+d?_ODV(jZC>RJax=*bkFmm%wumcuG^l_N8A(W_EAp%f7#Z$Td%iJRx z4tv`!Ir*feZB;5aceML`rMNQES}Yvq+~#euQIL^9%v8Gc`VG^0NO9uPs8c|K7tbr7 zQ4pC^NOpgcqQ~BgDh`lP`AR6ou<6YxL`d?WaXVj86#SGl^&Z5$;i<}vG$woNB>t@+ zV_7sjG5&E=B|>N#edg&h!T@I;P86$jdnC^Z`mcEF?OWIYfz4*EcNa@!R*pftKoF9P zvir)Z`0vgfQ z@Qcn`NVz`(v$d!rs@uf`m}bc&1n9c*qay6ertK>0GsYW9Wrf;Q#Wo|^R8wugV`KA8 zo8Eu*_dS**V7yf}n?~s$e7}1~l$6+BJ_oyBYJ6CDpcN>(K#;@(p$qg0Ac1Nfs>&|W z%)8LRKhZpJ*5H=ZrR>G@5UrT?V0-7*T;^6|`#5@+JFd3IhB6Agm*t#w=BdLFv{EUM z+zgWb8#i%*>zODG=7wKJ_|*?{ES9)+*8}n^>}_!IQRlw@+6j_dQog=n^S{oc0mPeU zGPo1Th^O5F+|0Bu7(|Dft(wR*(AVyLD#xb_L4_6jv*6g!OIoio%E1%aQTt6^&^F%G z_|lwL!u)PO97(#HlVhxjpSY73#8zZjk3vYzdz!$8vP-xcaMN_nkrEhPe&r!DMZ1np zFG_hB;p3QwPUTwAO4|>t+G@}x{k2BpL1}P3WU?TU-xt<)*#vZy`_0tsmbJUpx^C7{ zm__Q28SF*W;P@`g^4(%N>a2a~VjmLrXR*(ZT@I|x(Y?&T?pZ!5vNDfvs~zxMtFU~q zhz7b;rznLtD^$}c*g$Q)(z1dAX?fl}j(Us7Xm>0{i>`;R)rYuZ;g6Na9eX~Xt%GX7 zGVkZdQ@wJdj&Pm#tjw#uy`1QB^AT((-)(liBjJ0yJ>uG=_gA z*FUK0w5Goc3mkOFy^H@0Om|+QwS{;CinA<=lo@ufvvp!li+$$ZHHOjX)a{g8A-EX^Qftu{c8L)dhw<#(V}0*-PIM^@lnqr_4$h zjkm5LF+>8G_{u`C$=J=##Da9k^hgsvwkVSKUi%AADU7m?qDxWhf^Uk|&4KELiV=6E zp-{#6XM;u1GeAg$O*y@!;DKe}V?ju^X3*{mwsql8fYohKpSsECn+q2B)KAfi*Ue`g zd1If5U&X!Dn2;A&>2mA0W)bWXm=7WPovs18vmOOmkeOG9_sDekl>Ku14>maq#T;Mi zThk}FOx@})Af^uP&3{O;IsOycl8NKLvuj3tR(huYUj5G`o0Wru?SGwQyMVKA+HJPh zlv^q^iC1V48P;uh)n$qh3q%JKOHOZSR+`RK>UdS@)F>)n%hV`(p{XRZ;mkdD|DJxv z9)8ARi#>GJJ$BcAcHVq)`|Wqz=u_uIh-?fk#Y05<*W=4$=2ur)(t-j2iGT#~!*h_8 zL1G_5ePWTGcEbr3?289K{SuNF>FYz&mI96Lxp#_#@J}tG;8O#^qo$#z#)AO?;^WI- z=m`@`V&((+LWBW1g92)bgFws7Rzy3G74F5#qHnSOdV<{Xy8{j?Dk6UMEdoZ`(j#L7 zi2^tepp&Iz*@{7|q3A~k_Zy&J@k!o|a~ja!EC>qf>gopSvo+%*9=pe-;q8Hru>(fy zo1UZ~(qXVGXhY0CIFw+hp0frO+w9f#J zW^w}fxS=1wX`I3Z;N87i0}KWZ{?fj(eX0?#AGk510||6?1R|a&|!YTgZ1Zg8~pVCV!fS4YOA9Igb2|Cc%>6z3;g6=w9`-T&tbZ~lee?=LxnH? zLq@$_KHiprvwH|6K&V~$o%P+SiR>A5YK{# z|CVMB{Isj0frWT=ezR3Z03K%Nhub@UzcLK|wY0ZGUjm2?VE;~-%4C2*)p=?{LuXu&?e` zubb>Mx zmSv73Hy`P$l~s}h0dyhWwyD2#?NUxZC^dK6@asZtq@$BsRq*ANu}DktdPy@-1@bLd zB#uE$B2tSO+)8QMoJyra5gXn6w>yYe{%luPUqS0PVPpLd;^%`wXF48UZ~A0+gTQ&M zPkMs`ok@*Ow#23_JpEwDR;{FHuY93J*it%0cc0^9$w8OK!XbHcz(aspeEt%+Qy;W6 z?q4$)jxejmY@F_ftm{j_yz|E?q&8POzCe^Q_79(9g-Burv+mS(LQDztRC?mP#&Uv9 zk}boLg<)$%28w0hfA^_!_`Jo6Fu7UNUKuhBqT#Pg+td%RqvaQ=8CcB}mevLrvfIgd zgXF;AbJkU*v#la?i5t@Krx}HSE|ILpF{v*@+gLiuP#P8%q9hN!X1dZktKZa;nu;xTy0tGtmyzovd)@%+sq6@r2=$#P_-l!ZgJ*U@y%s?##|gVyeOwXkcZPeF$B$ z)KzQl%^U?9g{Q1&`l>z1*+w{n{)~oZ3e&JLV&k?0OjZl*q!=Tj=%SlUo8|e02FUy`uYpnylru93um8m9cwdV5#mQ3rW0h|*Y`Cs{_w5g~1^rNN~=In$1 zJ!HrxEbK(ibzH_J!X)qpdf84jo#Y+(B*>tT>Ft zt5$~2ZEklG9Pzixoo47+|DcU3pP?nhC%L<*qB3`vF28Z`{0j{g_-?l;T^W%Q&OTHl z>$eV@5D;qQWXhG4xcVHQ3*@qIQePCdt(L3xPs8TSk9&+G?HD;%6kK6Tc8NLk5Hs+u zYN!%5>3Pr*#R~DAAhT^6yPnvrTfK7JFHR$XUo_&^cY?1v21I)xI=jr?2B!? zKag&;{Dl`n97dIvo2YTFuF&~#Jxp=gmA%+SD1~`;gr=8|bJjEw+3x*`lI4pW>LTsW z1ng~Ru3uagZRAclF)$yazG5w{-*xvl=SZ0Wr5l*OaH3GuJWyKmc)tEB?5{{aJR2#i zC%-%zekEso2lP_EIZ}yZ<^On>-a@J*MWXabvxNQATqsnE+rn$0aX^e?7OH8Vtu#L^ z7?#pe)5glPj6R6UMv}fNnE6kc4ek8ph(WRPP*njE>IUyU)l9f3#JIdjlfD9eqtwsV>*J+i1*cx5Zm_L4$P z?6oWojfZDF`)|nA?dg+y694(HQ4(e9F2IsxskbV{)t15FnBjGBp}UVV*XK=JT(T~- zc{t`B*t|oPA%@E`-Okyphb`~AlxguE#42?`>jdq5Elgq*DO`;V-%@qHwafPF=lBzZ zwq)4IuK}UOD*6a_yD_e9DdU4+lA(Qm>Cu62K*Nryyx_8=Mm0Y;mOe+B5=~{uo{t5q zRYt@=gy;=ZD8FDV1EpXq^VQIx`fY-U9*R71A;7Ms^NW%|Q`or@tMi8WX>Z_sh`asT z+$=kUUeUb8F93^WMDLqM;KdSJTBEQM%+18|8}y0}1JGl6YLMLdr?a(Qxb?13r-2;? z#D`TqviO@@oeS>ypJ0HrW(6LKWFx$2E}*kI_W=D;?k@))6Y_=Fw!nHY|w|Qk8WV z^^pN!BASdLQoH!HQH@2J-S+D?CT%@=W0T6tCBgzeG3UAp>O3fV-4wu@7dBzr0a5KC z#I@8vOUUO(%-#`^PjF7D9Eq&qPetS0_4*2$tf<`C`=rDh+ zI5H@%4OOLmy@U^Rg^~ENo(L-BkP(F%d6OX~AKN6>J;YE6ye{hpjg;sf$qc>7&1m2} zPd*+mS_)2o;;dqzm$dlmbV#W26*6PdRF6I5U*RV^{(gqDSjYdaC+39qo~ya}P{l4E zLz?WUXOWy+y5+8&e)!nl*P<8XlXZahDeMm9ykyT2cfdENjn5Ba7OU1&|sT zMuTD1G}S{MuRlA+TmivVm5?P$K}_5TcLy!{07Wc(y+Q>aVeeU#Dewp%Id&39kRiMvEjW;XrHEO#(! zgupCrXq1H-1c{(|KoLhBuwc2}`5il#a#14ck@&fCIXdjt>hl%GtKs>6rBt>BW#)=1 zIgay_Ke&%)wMR%yM)LS=n!dTl-(u30mOmP%E5y;Vu;7KXZ?sNJC}3bQZoYU`nEmg+ ztbdaR!-(#VMv~(*I?t{L?1^!{?kr(J*g>Y$IaSz>*CKystq7logZ@$VUdqIw zE;QwK&RQ=*xPa$DM(+`$A^$<24`zteqP-qM{sWs2+XHHFKqs-#(T+_pp zBg%TRsE*d$%N10s9?LuXt&_JpOV*RkY=Dv{lw^B3mu*K0De~)TgxyDe08T^lGqoIU zl#RDv1J*~vF@MO9eLWV}L3LL=TsmxCHrHCf{fhpGo$D z-*S!rV(grHM1i_&TXvnYPT96?+qP}nwr$(CZQHhe&+X((I_ZAs$Mpwxve%qzj9Fx@ zy&=YGi?;n_iTxEgbZB!Xz~&Q9e$~~_8>1pzbwUcoB_F5x-qbcjZvb0T=A&q#R%z1b zLuooQC=+&ZFofr;dYGYV_?0rdro-uuA;B|7%ybz!=&Ac!n&~#T!A23US-zw~rbsVQ zV0B(fb@r{Qs`%t9CQ5vcSj`)YiUQp0YvHZ4;#cLmyfw=RYxnMqyPcQIm-xBkM*Lgv zd5!6JIQe@9g6^(@9P*;~aNAR0*{7DeL^D)n0!Plmk9&1WW73z!dhZ5M@xt>wS4yuLWYV`eiO%Wq21YA?3LL5~?1g^xP zXESykW^u%w#K%r|qIW@l*#S}E+j=Bd7PMJD)CBX@;!qIhL$n0%dC!Swd(ow1-t3cj$BvwcRS4 z%sH;G)o$5!0huczLCb7FZd%IynOY`0MF7`HV!NU2`Rnqmd9KV39b_0SJU6!rA1@YA zr8XL=!Rpg?Y_DhRBOR6>YZbJE>l1H_TXE)_(VkC+boULhiiv&pFRq%S+r&Sr-#E7{eNesml2v2Z`MzwpRa5(J=hZ(q9@raAYcHd zgie`{!Nu9{IV)#dEIP0J?d6WOee%Vp#jgF?n?WHPv^M4S+mQvjkw*1t2E`&?rto!5 ze%Djls(EB$O@CcFvbAU$y>gKy>J_884EtVbo%|>lRd0N|wvRI*WzQFeF<-lhdPTiX zM5`r`R0LdmAH3O(B^-KJxMZ=fHV<}YUgo^RQcMN-&bC$V|KnS1=2@zFSHog4CAa27^_ zo{lRw&JWOd4}H+ZNA#nFIK`0?l5%+Ep<|zNlo7rCoVdMObF%Cx-o2*cZ zVQ!o6GwOvnrFa45*uvWYVB1R|bEU}1{frO z^S+z%*JJf;-+%b3fiUx+*pYSGkUU*HJJIx3Wqw?UnJ;N{F3kv&r539v#ciJEjwI$T zn6gFnwnV34$o%n{(VcEEExW~;C_RWtGAB zjuem(tGeyHuYy(Exw|?kp%ixvclNDjm%Q$5DexRvd=*gxe-Xs=o^UT)Ct_zC{S(T- zSbA>cQkJ2_Z?p3;b7{1CGv)ZAE!T8vwnNik7Mi=8{;i+!{r-)Cxi5TVzME1}41Cp} zc+FX&R+6y(MiF`8JqP~_;6NJtk_4{l@i0>y%rSBhkd&_dF*D9ud=ZNYbsf!^?ex4z z@NVhB2XW~tOW>Q>Ur&lx#BvI~f3y!^5&j8TGc-?!=U#!uS#BIVFDx}`DYZm>qL$xeP!4yBPb zamQ$Rcse&D61@Tmihh~4hSJ-T1TYHMvm^wZyn_bLOsTk{scb>SEU1QZgI&>SU_r+- zv6n@g%&AH>=Vq_D>+X}KVPw1B@?5{Z0IlM?;s#n~2K#8HXRXEhLNq5P~n%IiO z?y+0LjBsxVYv#?}VLUAF{8SM9B<=uzZCtBD9sd>TsW3aB#>n$N@h)-+z!Q7j*c1Jc z9MFBV?fP<~5YOCmxFSU8-SA+lpPV*g^3OgQ)>?q_FMYv>|_DYRyBZ>a*f9Q1iykVcTGOhMJyyBU=&w~{fVmNk+-7m~jQ0I>h)hUG( z>WeP}NAAdNCWQeDD``^^*^ZL5R5ji<5!rJp&MwYg({aM>lPb`F+cDe@x1KiH265XK zbk^wRW^ZDzW6QTz_jr?pv=+w+^z6+M$IF4T+bHC~N8Nj&^T`ta)jwb=LECnT2?Zknzc zq!!-ItEf1kvK&??tlDftxw??pCZ=v6$Fjru4awXao&WB7rzd(&ZwdLXx1W-Mw!JnE4Agm^1rxa6o;_n)m*yFlGghq)CR))c8+@$ zpP><_c(9O5^SAs0>mrop|IaLsh5mob@>m(@|8s}>Pg6(7LdW`_@xO<8^z^I@EdQ0} z{U0=St)NPo=cqJN_OwlW@j(2Mot>SW!oVO9sA2(v_O7nvGLf9f)EaqmO~d(O^8)s# z3+e2Pjx)ct&bJd9nVMtlYiP3@(c-0jZW8;8(dwV8_ zdwT;#g^PfL*nGe7h70HZd31C`;%B<33v%%AKV*r31Guot_%Z;*s^9>mtbU2IVTrn7 zfxvyk{rGRVf)Gj&c)(7;nt)2{021(|@Gyxoe-Ex8K{wY1aA)6V3H|yL5cdi+Nj6w?}a4ufcY>DAi?^%eF-tsD@^4Zf<74oPz54^H>a` zr~q8)wovmx1N`%B@F@Fk696svMCWvi>-84^ovixncu_XsE!#NZp@6ucu=-N)NY@G@ zD--|SoVsyg=T(;h$+?2Df16i5lmbHU)t&&bt+V}8RHnY(^68cGX8EV2z>AvZC6ca< zgXzJ#001r>E3NI}*r5Ws~f!iyY3t6Zq-nT^tA=l1rP@faHMZO`SS^YEo(Z5D>1Ws zF#6Z4I~#un;Bu6KuSd^v?hvko73K^Ks4u?;PxscB@&{Aj!2zhMFU8IebPVh&=w0?n zlz!|(_KVGzYziRY?~p@`W1UMOBRMfNI`CAM z9i0UH1wh^0Z$G8Qci}{~{pL2<5rEU536JjXmhxmiGVsvXDOS_O{MRkI52yXT6biyq zi~S8Z@GF`>R`Pk*eT+k0pvuP<7mXGd03sNOn;tjxH_Q!iCo9&{0`%c6a2vpdg%sjz z9`sJFk+$zI(C`uUr2BDaCG2!Q!l!IVoC0N`$q}4e*Cp! zukYT_yr>2);ofu)>z#rHa8F-Hb+~74c;8|(5kVdR)D32)1*n1puP*{NX)TGyx71lj zh2;J$(!#c>jYde#?|(NWnplQ!u&+N(+#a2LupLWXcPtfY(Kx2|=D67|DYCddWHl;G zSZ~T{49)Un@utf>^tg$0e>Q>cSNl{T2g{K+;qnJ^LDgakZcUWvX5N&~R(9;zir+ke z7(0AP;9py0Z!;UOQwY(5KEL!@_G?myII+0PhU*@CyGB84#InSQDNYutpq_UPNIBJx zXkugGXbjyF-iAZTIY4i56~G1`PC~(TC++iBu4q#Abx%_|Z%%rhSmXa{8O&DvenS~v z7-w(PUyt19K%xjbu=ZBFH#jq$_N=0?_dF8#D{(OO+EFf8;Il>{mb=SQodcDuW&*0b zwQ0R)Z|RUz39UQ&bhsKkuPC!i&zpJSrTGgp%RluP81A;l*AR|Ob0F7WD@#-SgitZc zvmDmcI?MF~R13}=unUeg@ubG{by#=CsErrs*=6Ss=S~&0u7+k^<^H8&v?wg@-ojp;@vh)rkx~M~#vkrU z*13-90#0GQZ%*sdAdLpNw?fw-6me(t$rjDQ+)qYPqb{(4<41r*8!$Ge8u zO0zKrod5Srb@dEO2Vj;u1*1)J{Tnpkk*Lk$6$tvR7G~f`1=l;Yv9R==?1n|mE^^z{ zmT97y4iVDDnGPMc!IA@cP#f&0%{r=_$ht(Fv+>cuqpKG-3`sPH1+^g_6={>I#ce$u zX^>SxoXOK?LyH8(} zB`fXD7tl7Jl=y6q;?@Q1P7SUos|O=PQ^47Dz+vMYtMVzwUX15La_H$2)DxFDXPXwV z=`$xcY5v+lF;)VD)*QK5(8#QLjy*Tpwa8MkG!R=qx=nXBw-A;yNb_Dc1K_{=xB&L( z-a#Gi;wT2l9g%y>cY7`~rP+mn z-g&}hl#@1^>+#^E+gl%FxrUKI?U?w@15~~!XtnlHDe&ElP#hj}2iWu z6%AXU&1b@~lMvV!lG<-j;J9tBqY?v@yfbXzr;MbW*jtAp%bzcEzsRnGpYm+U3iMa< zn5|@3UEieEUVtg^?7~!s?ZppGI75;0=G%ZT6%e{ddIo*?a)sWQ>jU0?E;T(8Wd2V3 za)l(Gkn?zR?Vk?`HT2P#qft>*1E~w9-+84c?`scp1)ClK`iF%rxGtf$!fwDxxu8-W zYa0V|iu$X8=AY+4IRVSbQIOuvBP5!MU%T9@z0o)%+?~SZ^IQd-0bgV2>A`)nG~RNS z;FtaH>1kOLMu#D-Kk<+A4|`XJR&9H5m}ACxh!D&%X%{;!F4Z%#xJBF>`cz)UQYyk7 zJf-h%Ua_l%XTBCmir(G^`|Nn&8UDMe*$6o6Y_NrJ%BaQUk7005@e(S>%yGJD*JfvQ7-HTaQ6LK@ zdnfY1;%w>`UP%bu7YRa$0GG4lDD(n4XdA(rgIbB9(J;e2hm_n2EezP2!%$^M`A_02_^I_Z1F4=Ba%R(f#AN#iMRh65Gk@_N=g43jQEHUH-W>wJ80(f3To@+M~u6Dn3*m$ zD4L(XH{myumlIl>l3Ew0k8XB`PM}Tsrcp(n(RQV2hj_}t!g%V}BF;w&@c|Q`G?k2U ziHIg?>+1Cku9Tf#5n{a^A_&x0WZ;H5Lm3Z(9GS#Q zS%hVeZ4y=$b=OBHeIJatug6S#AY)XFNR6A33P?4MnMb*Is~IbwO1vk_Y8vl-LN>o< zsDF3XA^#RdR#%k%(p+X;k2(sfyt#;c$VeMwr>f3O)duYu1kp($So5%%77Feryn{zh zRf`36v49M77eG2Nj%2N3kS?0waj9!rv&q!g5a0foo->D+@rm)$?&O6=Or6qppTo75;FL6?#2)&HG;R;YI2$}k=AJ;zp zJQ%en8fMjaVUf^10!$4pBIi!E5QS(E#UBx^KM`IH%s@0 z>ciO5mDyr*0+$OMSu?Aj-n?bcin81?O=i%AO2(`W*o7z*xbvDnIi2L@>b7)cd2T!0 zN30op%9rI1{pX$pxlV;-|(Y8GfT17nv z)_!9qLx$smqu|<$90`9)?QZ&P8aLI>Sb!Qrs7VoPN%TqSYI%(D))5C4@NN^T^g>K~ zVLva{cxcD)nbvfA_)uN1hyv6SHF@)2MXJ#eFkc$|rKO^KEctrW52*VZdIPA9QHxZ8UoTL$2 zd{3KGKr1^b)$L|n2rSlRb_*;@1((7ua@9GbG9eFFM-G#Y4t=)>PHJ)v7`>?PeM*Lf zvYj9uS7sw=!g<7?9lU}DeM}!m8K&&la>^`{dQlo&N!tVKZk)4f^JWbkQy|0A3U>iHAAwWchEvD4El2>t%4>v9-D{Gt4WTBn5}O|Ent zFTD;(Ras0lyG>A4Fq^o)G1?O(`XEw~0^VbPfQB-Q@dcBU{8KL=SjS9KSfyk2T*WGUG6tL*|+W^p=;|t=n{zcXkc)FrDs6?SA`-W#h!{YNc{$8P5a?1Kp zEc}ay7C|6+^021F)iaAai%8J zDqnWCEP#%TA7x;ZuQT*33;#=L>SGOHWn(82!8oi=CkrCP21{6lN)^Gd2TnG~M3iSyP_t6Zah zpJ|7}qV#*mB6qn$G`66+>P%10+^t@`01`PbaqT*C@kNpT?gTH=GQ21PtdtFg{m`d% z7ov~^){$g>;d!P}S(UQS2Zj9SKDx-BE#T_=)URevFV_V)`rNBK#wP^3_BdQy)V4Kd zO^2CHap$a7N|FmCJ!(UKL5PY`zwP^p!BS<02990Z+#D%FYkgTC4D#i8fgk%EiAemJ zE2Khhjr3B3BV-u!ls+94)Plw%$w}o@jOuuhl^Fr`vUE$Spr(N|gLB;c491gzVBpz> z*?Vw$mC`XHQ&o!&=pmpa8FL&gQ|`TJ)?y-c($WXet_+ho6 zC953u38EG`DhzR(A&vh z+a_Ex;p9}DA>-PXr16G^v&(c@0;v3vCN1=fRknuV(?2i8sE9HdQ>29h8j$lc?coSoIfwbnLj8`? zJ;=B%$*w)*m**h!U1)gPku%cvDJU0CxHIF~cnQs3A<0Rrn)8$uZY@ai6-;J6Pvq-< z@{@;l?DnKM<+H$nt^w9NEm2_I(jxvwthONS)^L=sE zr4I^&-C1>E`+_^Eaht5&JfpXns&pmyxw#j0f}J-KWR-BlpHwcJ;Lw;hELaq0SY0yg z4F0xyya`53MaynU(U~bRtwYAkmZ(nzYH&+fim_v;%22k%7vd@BVeek+9cBY zgs4R~?Am7EmTXEnKo27(Q>D4uk=aBlJa7#1%S5&9HF+hLxMo@r8>@ZhLy5XLPns^o zo%^Td#CPQnT1V6@b4p~@g}A5wolagBc!gc+{QHE&;Fypy_tN0u5a4_nDuNvg!UzmV z7OpAErXRJ_Fo}L6GG+)xlI;mr#Bvh$6ue(7PUz6Vp8;d}IoCCiAD^))I>L!d%-On2 zIAOti=Rz5Y3d8bW$pruNmh_W~)pOM;$jqdPhNrz{{y`a;rePMA31{EdyZEW*=a9WX zyE1iKtb);7Er+Ua=2v<7nEA@2$BTQ7b5|TDRFBYkfEb>0u73=Iy3pERn4o zRmbQL>&1FDQAMXvVo+Rtwl0{+-4YxXTDQz~nRlExf1AkovN-kWRH%@CP0(o`W-OVL z>mb7zJh134CJMn2T*#Jdhkq;pzH4B>$1Idfu?^hf$NftZFyZK1&S52DQGk?lf1=!> z$^0JORzg~`Z84U*RnTnIi&N!HstOep%HgXsYYDzy)=^Y zI9=B@_DEcKwMNM0I-(_yaXuF8?5-Eh?GO!BHj$^DW9~TaLEbN+F1(?pw{TeHyrjK| z^w$_LPdeAg2Oed35U>NVz=wVn>f@Fe?Jt6Oq zX{BK&_=D1mmlncyPVWBT)1wlKh)cbHrH?vWoHYapPoR z4Z{D61}}Sxpg;j3(tyg;)J^;G!3b7MRCk-}>G%i%F0%u?TC`vk?n}2m6^xqb9fgnu zXyO6HgqQuI9LNN}REPM3U$l@=FP~rO+vUXYi0Sy_rDjtd+vpYdm@btrJ3?lYkLT>` zrd|TEJFZ9HNY_&YNN@W@TfQ(NSLKhG9*)yc<2{nAuMym$af|oq6a!>U98Vcq&`*P7{+EJ6jx|bMaq9nV1>MStFVs zbxE0K7}Ms}Umuet6K@zf#orz}}$Y!4*McR%0VvGo((gXww!LR{Qhsut093Ss+JugVaBAxxbp__ zcf4at$HpM^uxMwT2OA2T&wq#g5l7?>7n^{-q555e{*Z^PL>f~;O*Y+eO6dnt?wNBa z|4_VsmD^v|dyk;FrCmfK^fODX%*e;VW+tjUEjIEDUCv8Ef9*0_y@CEZJbPzfARXleoAriq(2niN*fgX*Kcvy)rmrl)yH>A& zV}Z|6;Km7^c*75?wyu9uU4tOs8C2~31>b%|p)N?50#`8N%vI}IU{L{iTdMcUc1S03 zQs5uC?~JM_P;{$2B<3T5Uw6i2`4reKwntA%5z+A*V_9f~T__p& zZ=$eh7;?jFgdoNoEErE!e8ux>-IIO1hiQUqAjP?KvKo_u&OVAAxR4Op3TBvn$&iz~OpZ0DO9@Ab$?BCvGF;5e$kPLr>CvFjyAJ zTiLPBLnoV4{!ZSc&%Gc#CeC=~hlO4o?OrJT;~m@;js492Mj6a*-KU4oI}h{s9_D(- zd+WMbmIGXdW_@`*pPxA?@%!bO{8~gyXj)E&lxRo+MHXve<%tCB@WEA?*%jR5ehl&p zX5lUM^MN5Wau{PgMG*f5;=l@c*-&y1uMqxEnJM@b;yb&r4En=UB};zYv~DTQbS6(v z%qSruT%^G;sAleW3F-{zHYd*kib2qj9Exnw6ZRk}aO1U3w%S4&^|@MM>jxg21&CsV z$2Z&hH_rtCQZ~uY@p|_v3t`;>ykdF&1ED#6A{)oS@W>L-c_SST&L0fPQ30W0JjQ-0 zZT`1Lw7QEq=Zg#7S4d=TOq<6yja-Qy*g($N{j=7F5TrDrcGepLI=IlX1(@23E7fuP zRe&uS#L`9^EekA!cqar?=>QL8#iijF2+i;WYyMUSqGOVWLr@@H)!8)(vOoA{7*LJR zrZoRTNR*2 z#iPTqEDt!wL89=9_^N1_$%SqhPFP#RF)l4=M%9haaAri%12gcXGZ!y{M-B(R$36{K zOq<&hWhZ>y(UqJZwsu+g`r7#Yey(n@^zwyKRa{FD8_|j*RYL2Mx?lgWIY3&T;(8Wq zMOT-YONGUL@Iq`ouP;mRpoC~Hy=Omx8oRLu%N?LS0cfa#AoBi7ZKE_AF?mmXOVGEe zdlBG@&jy@GTm0NbL%xhwjRb1KVe^w;_B}y_W5yrN(++vmHJarz?fRwh^}J{h8wH(; z;_UDLIK4|XSlh`rG#JjCZGbcRie?;NsjU5+fiHDNI1Hs=Q|)I*s4RFOq7a`p5d}46 zmNB>r2XteHHdzLnGXHRa?r&FRpPYwZ0c;oLnOSORM>nA_z4F%~liO%+B8>j47oi`e z)bjumOlc@x>&MGh+6J1y2?KUM@`U^y)Gjkc2B7n{!xZr4@ z)|YQV8_>yuBGhyM^hOyG7TpOPS{IeoPz)`_zYsDgDCBu%1cI4INR@K$EPHfF2N~tD zLF`z{mShj$`YvJt!02E~vp2}ZClj)00U7LxuL`M(f%s;yP>+)Q3+d1_ zyi-IL_c@d6pFnCCxJEm+oq%cNBM>( zcsTCPr?A;)qRE}4H|F!FGY85ny}6#)J3Aqx3O7k(9(9TjCi=T$YLg|I>>xv}Q{8UG zjq~Tw-3Qaj4k265Z6apBfV;E(>T>hx7FeK@y_1k|acQmT(*y zLH^R-`~=z1aJy*bWA0;uZV;Cy-9^aN({k>aV*FvW(+tRSMj)3dQS#(nsLLd8%&`zl z>Q$BBS|NR$MwHZAfgv`!iZjoqY3+{6YuKm*VTX2tFm1PLAr8%@>}{V?!hv^vhy&&vw~4BJ`8MXDnMsU4lW+12b#pqe!umY{tFlRHm(1$#EFbVk0%AFDjXr=d zs0OCsK((lmY)fsb5fzLJgp(DWl|Z@g>_Beyvq?juPqubK+A7b_X^zKim?9^xkagxx zuhaVrDNg>rco(8NeB)82F32URftqkp7e1A_&hDJz6Vgf}I0dSj5*48B=SI|c7mQ;h z+GuknQgi4lIHT>H7 zO~{;p6uI$qWQTvAR}D^S#SjzRbi0)9P6sYKFNJehvOn~&xLT5N_>LBO0#8;DS+p&q zZaFheAQVcX;aur$>x#Vtcuflmi`iz+Hk)BpQHe^BDCHn?1czO4NG%okEz0Iwt^&O! zxXG=ugLe6}Ns2Ztki^NYwD!DEAx$JfZX`Zv%6M?a2$V>=$0Z8K_OY*c%%XYZG2Co} z`?J+_Y+L>2OwVQ7(%0T~u8;N^Zkt~YMI3O+1gP~hZ)SX$?gu^mNz~wgnYfAPx=C08%#c2qoj2PEcg&Xd_w~tv8Rt7G0qoBac;jqgXcY z@QBUb$Y5U>Dp`96yQr*H4)0B26M&?@2XwI2;OpN>(U!)Z`W%>Q!hLRpMIGiB=VIRo zJc`A$we&&#&&I$3xmAN*+y<08$L0x#74L{g)HWd+45Bb1RtGl19d8C)0My5VWnP2D z*fm+b`>z8F=^bKYUEe-2Q+fqGIV40)6i953LJnQLDwN!U$lhEUlHy55%mkXZNZx{V z&Wy13>2tAk+cmmmZd!kCue^q*kA1naj0lX45PBo8xX7wBxM*{2qj}iyh}y8pK9Ms% zzZ7rC5Eq$YF$50*q1ylGO_l)Jq4ah#_ID!M7}qRuBoFZ^a&&K%H^nB6i2uw8`v<>8hAI0>A}GzXvxp>`r#WI& zUVUm}o$*bQOuE)u?_j_@7&IIqPd_*K<^kQ>}5_8Y~sXnTgk!U}X)zvAvpFV+%|lbGH1hUVon2 zSCi4Kn^`MhP1d8vpXI>5v9aVxy%Dyf(94rG-l$T+@|MM`=QkQUi|ABo+BqGjiISmQ z-@`vgnChM8_NIT{lzXJ8qv7xF@e$g}8)TZm)vKV1E61+!bCGe}M(a^MCu8oyK%Ym%7oK z_8Y`ANvEr!@_@gBz1sD}5UqUT@)7mx`7jDjQ=&AYv-V=tNDi$T@A*=CaHdBCRv>bj zkYG+PYf`n^?)!F`(-oavbS(SJ_`>>{_QWu4UsdI1q0g&9y6WAV**r%4F)n z8BDmxbgHSGqg@1oBS_kitb<*?$br|GxyC60@W5Hm4fEKCO8nnyiGiOI3rx4wfCM13 zvtjm>uR1TES(PtzY4?zcI>{&@p5JtU6PPhfe&VgSmX~%ROVdY_d9V6qKcbA|#);C6 zTCMut_sB?~UrIET4FH3KRZ)w9q|^;phSMUZ}=vp+?OPX&j-=(eDU~ z`2wLB>Cp2X_a)2aw#!Vjn*+Ee*kSGV#MVD~XsU@f+Qy$%wU~E~CO%ION-m*pqN?0$epkk#tE;fTiVGt)9$I%1btc zxw$-sv;FsC#`GiT+g4sp%#~8oa-fbh59g7L{xB#&rLj_WsSgNWhI6XvEk!3E z=#rDQMV|3Ivw|cip5I5~LOp}C2|3|%f|1myyk^8K)080pw)jg(;~mZ}f~t0Dt06;5 zEw39_7?^6V#G!Q15;gyiR+Hhs$PJ6I>mSR zCtw<)>qhtU4{Jd6Q6GPii3s;Nu@?`fFSB}%$F$+hN7Y1{>##Dfr-Jd(^OWVeYtf#hLAI4+JGSM{P~t#$kB+Olfb&T? zrWbY0f&yNf6nlpPl=rZUpv$&A&!6?npczx5*$vQmRYX!gm+2IeDl&Rbi|%FVuEep%PRhFGIeoaR-vtYSKcrBOs<`$G^Gg|n5^iZKf{60H zrV^`hxD9feU!04Tv51~IR?nUHP3ikE%~(fO3&3!E)al^$9MC_Rn>+8UTbdHsukvPu z$Imj^wpJZ ziG?_{yZn_dSUj!!JC67V4)f^+k|OdoNd6LLbVgwV90I(l;p`AN>RcJsf7 z*{j8$(G%qy4V;sA=Zpok7ZxtK*^E+kcMQxTS6=jx&wh-F%pidIuPJi5bC5n75o>B>Z3>4MX@R)PTF1Lu9NV&6!1~(riln_a zEv&_7Tt9c^FEup^U>N_fATX@S{F#|2Ij1}yjVLKK!vxoMwcs#z_LWF_=k1r?6NTKQ zyPZuSr(k%Ng%LvQ?>>5Js={J zYMxCrscwT+=2Rt)S~N(eW6HvB10w?DCiq9-ME-$8N1X2bUs~kmMG z|8pBLvNQf?`u{{Ic832<|Gh-cO2ckO z1Av0+*YOC$gF!Fx5dg$$VFB>r1IQ^Ml97<(0l*`}$Gt&^35f$C^Virx@CCx%L4^Ai zK(6EBWpl~dX`+K|p4N&2fTtk=B*noWz9;{Qa}6rk(}M@f103kfi&=}&iv#9^gA5U* z$N44e$A=x%%OZMz-`?7K#p z;Gfd1+^gK+y)fNzJUaCAGY|o{K72dUM6%<*MYqEIlItY&WB&BKyDLakR!l_d4!0*JV@V}QV3E0 z{x!$fyAMgCSc#Kh91*Wt3mNI+}rA?-n^2J|R9WDKRZ% z0B111?S8tST-Yb>ti0ZUzFeEDKRh}zVx)esF0f^ATVN62_)h|XTKNDl6QCD|&%40C zO%VQk03d%x0IKp^>_GN+m+NiHrfo4jf63Z7`;-7AdGYx6PEUDdPt-#A;~>Ced-r>5 z(sU&yx5bwIK4&L>At}i4wgGjz{+Xd_^TGfC$neOZ;0Jl$z8Yg#Abw2$`1d+0Bd~~B zjoiA|gFmlM)%c3_-HYO9`T3$Q3K^6`gW7#fJ23(x0Mflczx|$k)+YT%pYT?G&!V zJ36m^>kAtwzdm8`t79ye1(~wKcP2jwfDoT|nUstG3Lsw&4^H6f*pM2*4-KAD5n|~Z ztrPIe3xWtN6R7Xz3b>BH0K!+NsSVFh_q8nKb>aJbrVOPw#x`_CNT>~r<3OX^g{59JK3_=k# zNCW()3%3j6t*5f}p}mc(EgE?wHdr?m+`z<>nhVac*rZlPplSjip#nHosoos_EW?F>jbXsDSWOe zYKKi1-fM$Oz8hb8Y5a7Rr1aV|9%+wH=*Csnb4a|l1{+n3U0_BL`RT9(56pS069Lh} zU$UGe_9;Y*&n0LA?!v0eRV`lB4Q?@KE_?49&-r~5$zRPFCKX#X^ZB0JL>%{Sh|VKb zJtQ5T|Hs%lHHR9g=`zlWtrgqmif!ArZQHhO+qP}nHYev|s`jbc7xODV^xORmP@R$q zJ%iiRu-5iY9k`?D#y5Hhdu)5#JJc2edfF05hgTg*31M!X6X+QzJVj5lnQl0&R<^67 z-C_w|>+Ylpnp)HnoqQ_R*9cxxs}p<+d-8KGeL6R?_6Sv3YBELQ5nhpe1EiB&e%!xz zr#4UqKPLN+jHe8t45SbBc@t!`4RNprRB(RKi^-&aY`7OlvUZn*vc_KEj)g#MB+`B; zESelX!Ty%IOs-|hgi^Onpiq=G4D@ zM2C7nz0qax#7V@q=ZIKD*p)BE<6`=VM#OHIV7tsv>Iq(`uy>>&n}V<*ZTI?UAvKX` z&)4E03y4Z-^P0X8tO-}DCt$*B@Hx(kQY|VY;w}|ZRIkh+(Klrp`CF4n6wA-+%&~cG ze2YSnvKwtNdpfCj7|F-c;MZy;W#aRc`Jk=n8uNc{NZFHIpQFl5h(22bdaJ%5dR?qF zW?9czCI6WRDP^q{R*_irJ-CZP*gCum3Gn~8XbXovN=a~T%S2caw$5?ts;At|o4Q5Q z(KOe(U;{p~AALJi{zsw%iu?@23pwG_$^5EU}yO zCmQ-sFcLUMcUX(_;^{#fMfR}vG}>XD{f3P*@9+Fcpj@?YRHf4TDc|M0<1V+aHYq(^ zk=be`ka#9(zM8Vukio^wL8$4Kp%@%KZTW6zZWmcPv_u(Qhq9-@&fyW?W&b&l*0I`y z8~?$U7*V0}uv4L6^&$6EYq8-5>P7Wp%EN{p>u?D^(j58u&WQ$N81d~Q)|UswrXs2- z%Tvf5X1F%pC52VR?wr#?vYkwY;U&_aNh@3|_~}+HJ}LjS!SIPL9c2<1ftECG=U5#y z8n0T>nA>H2h@P|8w>xte^Q8SMu{T_2jFK&j*GNH+Hjy&W1;nU>n@`e*tC#J+H}NTU zIzuBB$$WW)JhrQok}@i867YZ&dhj&Pa&Kks6St^D942XD<9JHvn+xIKcDO8;*3WZ@ zubIiYW(wFVC7*3G!fdFqb+V4}{$l{;?8;=h@#NXJ$M6gR{9ruZ{m+a|Ra`w>-Np^0 z0#*w`e%b;hhR|MTFg?UufGrZ%au@Ac%J0wNTszw_7+u9how#cjQ#S+eP#N46^eV`m z0mwp)Bo|)vmlfPD-HC8z=SYxI1-bH@{WpGSu>I30JqS0y$6aA;dx4_jQ{K=v*Q`se zX#4y@V{8kpvtf@#JZK8PXMSov%ZrK)9(h+sazY~|@+tyl`eIHRKW`=a1HdjW$~Hat z_s$*1b{M5lv2-moPK4^{nkKO-aqa*Mr@Q>lIMPKI#ZA`c>EmL?P}O8|3-8nQt`SvW zTBPRNEH)umn0bMY*%cFHny7V@ndIT?#WI*{JzjNS6DQ`gAr?VvQ8AJuhF+p8f#OP2 zXbB3$AN#7$N zkmAu(<`IwUx>-}Yvy1Zs@lP*M`ptkm&+JqJEGZURV}5XG6;Ce*x@FCwl@sYxncZMu z&uMrbQfxE2wOr(~jy|jAf)FN8y5b~NoksHqhgFlk)Lx59i1_gw${3c$SBr0R1zXrj zAVF6y%AkG`{Y%@Et9-n>eUf*RD@d+muLFfFzE98E4nYqvkWj*;CrjYy03NlA( zlL)J-oA=(4=UmlkY8$IlHjH8{9MR zJ4`X#LcOOP_rSO(th>{!_$fc*>l&TNW%1fcAD4EN@pmn=ZGn{pF_%iEODH9*Ex9-m zBAHIQBY8?b-H^On>7T;FEr}~tmxM=C?)RBGQpg7z3U#a<1Ww+I=7V=ndNn96Fa;Fj zkc7FZzf2@ISyAJ1sIeuTg9^^C<36XUt{2VhaihrIQykCD-Tti{^C1qH&Js%n0firD#DtWCyuhP}+`gFk9k5tMBj#f`v7 z=vAo-{PCPy`)lwYqnQ?Ky>H^W{d)6BL%ek7$L*_|K~8w&J8_2zz|z_>F9}->4 z8`PmQ>&K3m;;7YLv3^D-m5bCC3(vF>rkgBvleZfbRxat=9f-#DziU#<5IH1U(ftF~ zB#LbpCv*UrXrIpvg7p*`l+TIsTpsl7w!hN@%JG~0V_mRXm1NtMJfx$@BlE1mH-}Py z$!_0%gRNO}hvg2TChRqCKeQ;ktOFn~ zz$Py#;+ep|W(*_G--t7Zg%HJn=+t5PZ978c5nqrObnoInWU-|d? zTI@}3{_%|ytMhIk%-^-cBAq8Q6gW}MY2%!y48n1t(jV&fumuhcSKgn5YcDm6$f`E) z{OY}KxSLHgm0t(0vVnOQ<=@f3jrMOznM-kP{IAScE~m8#2MS63b%_cYk+O%6=ZP$C zIgwPWFxY&XNUP0YA6grZ5BQxkycXTcn;axxOr>X&#uG0o9osxL`H!-M5OCJbq)JQ7 zTlpR*NyK8+O)?#NYp)kYV4>WPIYdNLn|iQ;+sy8!;p?>T{@I{>kq6EG!|Qo-f|?Y7 zEkIPLjR!a|!$|wQ(a}_O*x}t!BG-v}_{0|D#b*08H;7~giv{uX=BR=EyD-(>Ku-e_ zs^B7u-~CDu_=t+8!&~h)AD>W5M%evUuPXPG1;y8teBw^fR`0ajhsgnbja0%IS*DUq zCmD&)n8$)^8R&=+60x(ijOIHo6grY@7DCIa)DjlVNEJ(Ahu=y7lKX`)7| z0f|eync!s@Z*ha=hL(5g7vIu=8ztJ>_1tZ70i~)ei|5m3N1r8!hx=z=*a1`1U4XBf z6^yWoB8Se!!)}Lz_S#zb8~u9?;O#ozlE^9fcXP+(E(-0qb~f7SA3T*O9ikUl?qkHr zvRj4=tVTjDa|{){DcH}NZV_89@%n+XPM4=6n6lup3dyyiV-|K+o~Sd&z5{-9g#5R+ zar*P!2OE82epg~*8h$k3drPP=iNT!fM{P-u)DbE}&@46O?FM87C62iBG7~{*?@Q?! zJy~oTc_(jm z)y7gZ|0d6!0jgQGE-QDZ4k*v_+=fEVt<@bDt*M>*%677#!5IT8%gOl(0tV#@1)sTD zD_xl*;IIv+JqYj5vUPOwGDSUMGa}uHVr$k)l9boJ&nRd*h^2LJLn2%~k1|OcMw}1m zB~UvG(-l7?d=Z5+6k0%6O*?hpomlj&Zk>nH%0E2+;t*eQ-Xoy--@dnZX1f7Vm73Wq zkJjfK(p1%YanXnmUIlXQ`JIf+$?q76k(@vsjR77o)36kq@Dy9oUYQ3xAef_+J3?d} z2QSS^mlsU(`zX5~XQvZcC$|dmfa|2LRvf|aFJL1?SRH$Arh$V6Jb@G?uV|?0pAFN~ zd|EF{=%1JAm|Ss3*uK5AJIO5C9=eY+K9ew|Kav~aHg~iHnBGt`P+Zq6mj$3joPWV& zb-yAfsCOpVpkvx>4O`N&_-O=}wo+VJat7;A9R4;f_9tqn!+6l* zS&hURn<9L`9}3cHzv$8uTV{O@vwwGg))4;2``_OEb}UgG#^N4o%(3GbDEGOJq&3eMbgM64~M<8aLnRc^Ik6PJx zZOK_B#W3R$P&4ne3)WMs30-O#{pdpX&P7AcH;xLvB1OCGhof8-bYSm5KRU)>!hewn zsqIB0?+PoK3Tg(8&~??$<~m=EnX0^&X4vNDb?Dcs zrXK{zTSQm(o1N|8r_)kjdpmQdbY+<`JMF1JFDLPXs%QNqk*0ih zk#~)W6x?Z$hgo@vQeP|{zB8MpWgWV!hg@7cU~0=#|INSBh`-EZ!jW$|QQTsB zup3|K+ST*=M56czRtLrV3R)0Xjk3-Cb1rokIcHlvugVw+#dL_T;js&(V4yw{HBHJ65aZ|x4Gb%iq>2*w zm)gML!wPb>feUMI#-10t*_U(t5G425KZg2zY67{*GTxrt9(lP++v@Fx(c`bucB1HE+-%qVp|$aEYqLa zYxLYrOAdSm=9<_dTT}xMVwKJ~|dq5ohYIbyG@+CmNnJ zCCF_Q1FO51;*g4y7iUr>X8-$ssAFuE>UxE)2pxQbJK4_KMvU&=XH^5&tdoA*9+nGz zr{nRtFJr=-c!MX~(SrO09Y`8RBT$v96^E8XELcD%8cF+WpOYbe(gPR`! zj#$(w$uKkHMW-pvc->>qorP=(jf3rf5qp8w#mQNnh9uMNsPSYfP(HQRKZA{Eda?YD zC4?E&LHV#@#gE=yD(jY$J3(Ql+lM3z z#R)ZN?pqB^+K=E0ouTy8qsQ-=fkT6^H!fibAIfro=?}=DoAeM=5K+}PMcJv6XxmF9 zqLfO8%LQYrzV$M+6bp*VJoS8z-} zb$#ljZFH27po4&?Dy+ilPKr?;Ko8E6qp<4A}lTSSnc6~}3$$b5cK{$o8x?+Q~ z>5j2>gBN*J)8`a!RuAb?mbceFun9t@;B8i zl6PG}QOFq19|UcO$Yd`}52b@D)o049c+-EjEQw#lO0ZT_E1ARk*_#{CjXb{pnp^r< z`1djPX-QW8>9Ngta^i5SSi+^TQCl=;4Ek-TywG(_vyBI%o#i)Ttwz04SrK@&!1p@! zSnYCk;|bZho;hxN>CKmSpaTeTCWbY}mlf z`N;4DU1*s1WIN{`R3dmV_cp)eUU>@yoJp*3dROAEbN2EWKHtX?_PbxaY*E1RG+p<3}$e;R08Pj7eqQ`5Y0< zmUgYq^-$G*KyX_Kj9XPU4VR}K;o^|Ggh_Lz-MFht2>;;G9<>L-L$5m|Q;#8w8UgsE zSPf5Tjz}qY&4LeY$8Y2+@{DSK+yG@pdlJvQnw^te^CJ9(rj@jq{a?5r^MB)hO!UnE zOZtAf-+#2E{y*-=!uId~%>5ie6&GwiSc@D*Sp|4`buAsm7>R=C|Byvm^@c{FQaXH*z$UE+FChrc(B`HMwa8#wTy*_ z{!0l2=6?uaE?b(63;==%?$4`l=;cIxsyAM#Ch^49y3j!4C$6NnnKiE13xTu#+1_A&HVrnoe>cYUy92pUVIX;aO zLHSTa$O}O82Vi1c9O?%ayp)Y_OV$?sFF=sqRorxIxNRy@FFddaejWFZD1NSP%uxGi zSh%~J8=&6wHE(1_R(>vBFH}$yI6B@|oOQM+$nHun09PvG{fr?m1GjG+*Z5b=HoQT^ zlYbjNAX^X;WVB$%0RiXiFKYu(!O|@)f@(eR7yPkX{yM;ee)V7lpo9Osar7zhA?DBX z0Uy}4jckB|z6#*q0Q~)?5$(kerGdYQLILZY4b_RJBXxnM!8wKy_}6D?3){mH0*FWP z4uEdm+jG!1uq8{Q>XOSbezp>t-!s2!tp*$=JHW<4IH&4Tuk%$_uo-K++4K?my;e#1 z_aNx`gK{;0_Rofn03N5NVALF$3S43GyAE1r_$3cJ2N5bBM0^}-3LtQ7H9#TjruL(X zJ0ULGq0NB}vo(+p4_YKtFDfg@Jg!m1;8)yR+W==AKxGE_{LYOJ<~MnqUmpMnWHjh1 z-j%Fr{g2^DSzNP^;ctaTb{hZ+9@aw_;B@6?r{sgp6`#(OH0P)FXS=5Kn`;ys1}2XO z>1U(3Jp2yqb5WpYF;*h>PR0#N2xKV1pcs#ai;P0Q{_nX)s%zhuEHy^*x9!!5%wtrtNP@l~| zxW=iB<6|c^z_5)ts#t)z=vXkbKUe1Ap91P+h<^9B-!>JfsKJE(kn6DE#t5|_@I-ea zG4>(3opGTZWK^5qaE9NfQ9g205JAG*L#+kgUDT~)@TWbNY~Fp?b~hm$uqi&0bS_wH zwLL4Z62kkZk2Bm%v$oLtXg7mIMF4cHtf_Dq)=z9=h#??YdViXn}e-HLh-h-#S1t@Sz1<|HHxpO=6T%_0Vy=KuQWI4q<~pcyt`f;nwX zR}`GMrrut^Gj>Y;R;%NN86eP%7GtMKZ9X2+e;elSKzuxzoeOt*E+8vOw;{IRbar6H zG1-VF!8>yWdoIGgRdg65c3IEzgos*%G@mwgxxH~pq{L}08=4FOY#1)sG?KWDPUdv% zV_|mwHNuE1PqEVy$-9cA>Z=GhF0;w?`BrBY5i!hdHkn;V+oro@hI#XLc7oWaNO%J( zf7nEvxq?>b!IWZW78Wq&ZUJOe>rv;EU*K*y`Uh8+CZHVXMX<)g=w!h+EF8ymYl)oApYHmM!$NPz))vd^c<1;S#TkT5)ejJx)oB%9yv zi6h`bl%{Ryl*BIu)as-_sO3u8sc&~a)h`1?;~kuE3Rm>ljk%lQ289}#E5>`14w~I8 z#WPP*Ir$AArb-I1kJA!JPuQ*+^k-qlH(P=eNq6cH2@X-;?rTHHtK|>Yto}NVD%oA~iX!{c08y$iIvw$k*1 z262F!_xY#!ElVTFevX&cetQ<&-v*>q!D|2%BT$HZF_W9e7#&Orq7bikQ893!nDrDMmI9M5gbQ2;f?ov1Q|F zyf+Ou-qhpkUHW`TZPucu*iVo`=3Sqq!$Z4Z!yxGyuWE-@kf8OD1tIynNN(Uu39;tc zP{F3+q1Hi4h+=3EAwgJ$RG262uVK}q@y%#5o3|$jw(%O~j*ChUb4vVeKfK$djT0s4 zim5?ln$rmXXu>nsg36F5769 zPZS+^2P=tj=Y9OI=4li$`OUETQJrGlePgVsIx=Iu-MGh*Gm`?5hzk-nIjeL9-xi*x zn1jO**^k}HAN&mIe|wXjK`wSJf}r(-WjCk4O6fj#omIPcRGi}`sfg&Wu7A-nxHFC* z=*`XTuz)6R7yoOz_jc$|6B&_m61ab8X@jvwSyAc=Ra|r0u+jA0Lw_b^-#7!cA!LJ- zuazT6uaU&We2hyL zJNIn~31U-#Y3wlql#jo*6Mhb+oeDim+72QRxR%H6NjL}+V6Hv0aAg(BnJSaM9@LVW zOkeQ@rw$h`P?k(3Wj^!_`s(SpmVIF+#`96AYQtW&G1M51-OFRIDg)KAh*bcesX3+R z6km8ctsA?#9Y0Rn(9q>Ewm9$lD8Qq@#ivqjpp$W_SUW80+Bmpmc+xrAeDX{(?`p+r z+%4&VR}@K#&tFXA%zYntWshcxtkX&2xsoO78j+Myp2C#f#awtSBu4d&2ba#$C+D_% zUNeBd#C{U`RKETWJ(1i*h6NLvs@tTH)R>ZUc_aCum1yI6d9S~H}lGFuLAF0GJImrIObbU*wh|b zsn;p@8Pwq?%Wxe^{OH1>z2gsq&!almF>}Zp6~}#z$$g_t@a-Cb;ut#EV}*A^GW%fd zUPwFIOc4L-ly=^hYe65dD==}rF3k10)R$F>kGbmjok9gp5WGQ@VT`z&>WA_k+&CTp zWNg1MM{=-OH5*#jItU7(mMId>V!z?}I`5jJ8)n^b1 zqjNmvId^B{HZ;FfQufAf3*jzWUYC*c)%x($=<3>Uv20meFmHBG^2L$rw`>h^bwxZd zJ%>5DGpuOo>$dL6vNt~gHXIS)ASAv zInspgS@5CwV%8SgH3&-|$BR2){>bNDu2!^g&*BF;v?ctdrt>kwbzOq^3mRMHIK-qESI%xO=PtWporWgZ4z0 zyDHTp&p20+JQ_wm#sjq|`euoo^wLg4QC%s(C38N zgO@=sf_$ZHT}VF!GRAz3%_^-<_P{r=+(?HT{5Q*^AfGatNW2};bXEgq5gy=$jJkkP ze6!D5jdN(86EG99|4%bj5@@B(bGHWd-ClGtI{Q7_N|AA@u3lR58kO0W3sq^H4=XHF zVo~JH{ZR4c!TJ=|{2EF}E_4GeoX-2()88r` z?Dj8b&T+ccbG8N6M^}=Co-`M#7FFUhj$`kzZGi&`w$l0rh$7}a`I+n~YX&grJ_(-S zrHN(P_hj^f>rZFb3Wuvr@Bc)sO1ED4gA)bj+Gx)1)R>7FGg~Xcu6Kq%I31rr2RVp2 zarBljV&M02-Jmsm4obkd3clNqyE;FFZ@)ruXBrkDz9y^Leq2|=8p5BOt!9{Zgs3Ira0vzsk&O31 zAof@-*A2o|rJxu-_ah?LULmC;wQ#CZ%8le#HBH~a$SWh_|1b!^8}lOt6<$C?NG^{C zsP0YW-IMZdKbc!oX+DO+%y;A@aS;;=Gg*#$Ojm|koNz)SNR$#xW8?gNphR*LG59C* zw$KDIIZXh{S3pv<{El0btasDy$itN*Bkx>~dz*R&guEYsj$@|d7CQ2l$3)65*t$)j zvGRxJnakmayBnueh%ma*qe1KY)Qa)?$#k88CZQo($0qs0$BL!mxps00BKIA=bzr&i z&;=v!Nh^iW;Jj_oz8p0-@{-($?SM=AE9otP@v}5tod!0dm4hQT6&VHP7ceItj|{u! zNaL(#n*QUn8r1qTw$*CUNcKQ8D4L*m^0AuYM~fdV#GFgt&g%|*5ogh>TV)m%0QeQI zz=22KUZEzn7TxhU*8(_`Ct(HS{xUsyE;?-#Y7DzfW$G#^YMhUk!cJw`LG@ zIFiYqVhK^y6vk*e$pfuIkl-&}-|6w?D~+>zTlf&4#7?Z5IvRUb%TlW+rKc7TU5f8e zGY{2;lG8!)Zp$*AKTn#DLScewfcMy&9!Tdb_Kc#k46U55_s}X74?iVwDv$ngPz1~U4Ja$&Ep$-#Aj3@a6gCt(c58y$$ zBe*{QAGdXO;$+W{28RFZ~`MNujWrizhS{xfixvX71x%B3(9_nD% zZl#Ywox-c^if!}q$qI~+9eS6%>%DVLRHTvO?$>th>TxpesQY1VMmpEFM@n;Cp<^yf znwe8`mYo4tPbTEe#fr!~+JrUc*X=$3=wsL>+@P%8WJEcl99gzDhGiwH)iO&pvV(Do zZM!<%7|-4=p&e4|7?0%HE+MccOb|}TWqwzHazbp2gVXk;f(uc0|DGnimdfTxJ9BOl z9Q3Ehi?HA?qRKH!owTJ>+<^$ca^ZiR++lv-6jv>#(@F2uC;%aN=L zDa=&`9_^NrrL^Z$90prW4Khlji%watiJi4gB6un&t|=J@rvzGbR7&JCMj*rcod~&o zb7RE2egDUOuj04hZ@BP0m{E#T;K^1qAq0N12p1ss#f?)mduCG zp_X%U0cbmW<)j*yfRr0>;Bg?sRo_=xL7;ach9y$86sB+;dyEKyS&T!s$b05sOwkxp{ zicVGZE!-i-Ji#vgNVFPn{N96MqyQl`p@9zfA%rOm; zjt59kfVTH(s8@l8WM|@{ewgtaUI+>yJ!6UD;|E^8_e)R?=VmnnGb_`@_}v1HcchNl z+1bUc70r4ql)9KpBuL{nQ=N$p^W^+m#+exM3=BJm04r}h9{n;0B_hp6_*B)#|9d8{ z;SM&Q(v}J$bNi^Kzc|r2+WC#jMlv`uQPnvg!d(^0wvdtD#BU zz|KoQCn?>|RP;?I&iK4GSFyd6E#<By2Aw{`7a-7HQIqT~{KlLvK>UYwL+`dWYErR7g<#L&seYuJH+TlG~woIS;`Jj-R)0`<+Kpc z{H9#}%uBi%M#7)M?Rp%X@*;O|Dau*1qo}dQIyXxVmYSUHd_Cv!P#xHc~BJUvYtg~YAl@P7pOMCeB4Kso*e81 zwD}Y=F7B2ktMEf@=9{2}AL2YVoHa1KnGQcTGa9#=yx%*Gb9t5)64s*rh%NPCU8Olv*FVI8e7wlvQC)~^ZTW1~O zE_bWIHPuVLCw{%(iY6hsHsKxLxnE1qZ5u9U*iyUO%C^w`2tko+3Wypq23mc`$MisPM&H;4b7AyN|4Aq`ghF!{yd`>I ze0jqyhV(a9hE0@T-La@^tXamZGIT*abk&|%fm+Cm;oL&YybNwt$zVlz_b@3FB2`<|;MeKUNWT(m$Z} zY!9azMnz@oVwEVs*)EWisa!o)OC7X`^OIVV8ZH`v%&P9xl92|s+iJ>9RLLjkSQ0EC zXIL$gORDSzKNLr{kW2JC-8iEK31}bB$-$6MtVQD65%@GiQRy zhDKN)C?(JIDpN@%9So0Uqr^d&Aig6>pkD=LQLr2ndvh8%n8@>(lFGN3KHfWxhEEgz z5odc{4lkSs+Q#=1$D@*7BocF!yy0`oet>B=NrLLwHRxH{epbgY@4!iaJlm+5V*OaOkIDOkx@tNmQLM|nu~%hI zQ(>ro&9tFDlYkKz5{=eqR{Ah7Lcv1p?r}j2H>ZA-bA2Y(((QJDf#3Icd3n5K@qBfp zA{ueWaPoME`Y-p&m>$w!F+F!AD*hqW4=#IZ6Eww#_%*U75)=RS+q6d~Dfwi0ZfWay zfKa5QD~O|4i5u9Dk@#=}cQIzAi$d!++(tDww4@D;1y?3!IB>jt7{Pb2fIGD37fl?w zce+~7qalgtDFzqc@Eu}ATr}O!JOVlO9h<5j2b+w_w!^`h^UWgqp~N2jy|s&&?k55s zV}e64Qv(8#!5S4jVey)Ok3fkaAYbk(=qF-wvfC9iIQB(3$r0}Ggf5!UU-th8h3rw5vUCe3DelD)5puYOq6B=+j{m4y|V^N)CLyJH`w zX0LwlO-^n@nCHgSIx*_uLO3h}n|YG&<>Tb8@P!M$#>-L_918qe7L=zwf7Owp_<;ES zn&C%=w_X|NhiVS7GghjY39n%lcQkIv8pJK zMV~z3cHDp|^9Lz-p(#6I$GD>Ftce}0j7YI>**j)U_f8St3r_61y^AEP2 zj{~g)oS*oWRW~!1U@0C_uH%N!#9LsG2K;u*NoBy)P+=uqKtBY_j?Fj*Dy@N=iX@!| zl>0|kuB}|nyvTFYeCPiVLx}WrA>G0Y+20O(mz;TXKY5gQ$W{+)+4OJQVr#=je{xME zNz3wE6!4{^2(uB}rd6vNaU?<+5mf ze(ghc=mI)>?^ z>(3-OxMQFpIG_1AHAr1s%=`{{rD2j(m1N8sJ)SI-A4j-j1h*kVj108Fgi|vW)8G_TMm}b0VaiJ091VT{mu+hpA@5X+-A^t!xI+-q% zp1gOA9h-_~GL2yQF_#_R9|9m@Yman`O^n~3Te!r;(&X3PN#`rouA9BMhsVB@9$|)v zIDG76RgF=K^5nG+n1=@&O-bdTGm!MizOcqZLJWBDwiyvP3=aH!S&mybAxXNYw zqWY!#=A<2m-CPNVg&wLEL-8-HgC1~0009alt~PU0ukx(QxrX zFgu~;E?wUb3f>-cQ0wLz5k8HJowzMJ@AeW7z%h`o8)%=WKOVd<5(wg}4Bn<1JRXEy zLmdEF9q{2E9T`xDG|=_wnWcfzmHkWFPbU!iR2qOTARzbh&KUqbcxgk_KM*ik|5jB2 z?CWk**gA02-YKhGn(QBnJ~GRz{e800zP;b^B3L`#+JUSpZMr(3O)Jexz;juU#Wfgn zz*lBEUW|Q!FGdUw7Hr;yb+EgUYQPppyAU=3Ko>9%Ob0S(yOcf1248mIYi`)tSOt($ zHhw)Hf0Q4PTA=TB7=TIG?~YBKwI0Z|UT;!?$*DcqX!z6;m`O-oGXpr#Qc=qK4%gON zAUwJV9Y1&vkWU)ieXzQ^kkl>E&uc88SX2dI-fOT=3(ml{hNuE4e{4O29}B@~9i!`J zD$s^lUk)~2J(@q4I$vVzYywj^%hzLfCx%zLwl1kJI=%B?#(HlSf1p%EV5w815`H5t z_cgH`NY6Yhl%-I<;Da+GLo=Yh?0~sA$IDnf;}-7h{5~9gJ(Dg-ukIZE*nr6{0=!;U zRCz8wtJ{A z?BJjQzTUsSj2%U2q1Yz3A98MYPA2jwtI3E92JcPwd%X7dZQ*=bF@MLYq7uMC00R2( z0Cu(_Zh9t4`7OWAfgfe6u_h5=TO)q9uD7zk7wR{3pmjebuqAzc&=i7q=1?JZKSPd! z@o-|_wtzo>rk-}le^|qR%I|;l-+Wk!uFP$IHl|)TetcT-VOgHDeLy$smY0sC0mW}Q zuzSBb6v5v`n#5(HFjYc+p2ypGuM_dW8rlsQF;g?J2fs$F17e%+eAP?WTT?ZD_9k&V zmT9ZjHhOc*Z3CxjCXQ&JK;CJ0vU(@4u4&*0vFU$W@j^M8+CI65bkaQV6O;YI{KOf>StbHWL8-v|oi~C8Zzbf=GoM(o-Qv_u0B!3AQ)}MInB|kukS6pr7T!{d0E5Mpcq< zouyz{Gbc)m6qj8I=52^ z)kx@wL4j>j!v+z&!^B0nQ`AzZ8b%WY<*pKS$>4l*bg^eW>UTr@t=Zw^-!#0gMXG^F zbOSZEAI~(5LAfDaoGq$kFwNee{dvPu+kL8y{e51LQ#-eMNse&bsc2mPKR zHBFzAL%;t%v3v^7o+6i(!GR&WDiZvw9?rlD;K)mS3lhi@1T3r;)c)PNyd^wc%*iAb zP4;s|yKP$&l)%A|YZ$W6M@=`kH0X!|;l#E@?wck7**w3Ai218o9Mk4m1!*u?0u*D^ z4pOt)O6WSZ%WcwjF&IfOs82&*9HS3_grqQEx6Sf1WjblTsY;V?u=E{{OJPRW^Re>k zYRR(X8au$vW)2llb}p)@S>-^FD;EBNJ#(Y;*m1Hs0b{;EB5IuPNNJr5?mmGkR9EXZA13DmX7{ANVr8(7H?(kw}Jk_l$D zS5ubc5=-p5%NpO=Iiw5_sX7!s(0F;-xlZ$F07_4-Y`~cV&|yKY z&Da8#VWAL=HO!KXQtt}J-2q5b+|Vp>$EAUGJmg)hw!A`CbE!L)KFExJX}AhX4G-dD zOn#h-+Ef)TzgFt5a8cOhxxc{90ud$TTCBkg<`!uJ)&q^s=i9wMJ_5{jJGhC1@w z?ZNvV29fhb57#oR?2rnJhiELzioLI<+>nu+X1RoIWUF_z|EZdwcwnyjLTF6ZGLe#q zZxhSFs3G5&5FW+*>>C$UUy+#A`*J*dtOrK7i4`DOJq-EUtkpa>{BkWHuf#>dhI4pP zI11-j(-+7*k?UjLdX+G@nGo;c6?Uhm9*vgPS|%d;#ZzJ))f@5k4Abt_k{-4?Kl{rbWcSCDU`IUNxf= z-sJE>Bi3O8WLd7)V%_iud$0$St6PK&@8syO!rsmA(K7kKUn=$()thzKI$TaVS|Td9 zoy9SL*feW<9{FtR^^cW?|9c0TL|J;Y^f%s_3i0JST2a25(Wpz`^Wb zQOtr%6JNGvLE@OPcmG510qfta_^EJ+JE?1CEsWcu7JsyAUS~%gp7Jmj7Xeu^5}M zH$q&FS4u_y#$`G08Hm8F@6IK{Pas*WFUIleo`A$&fE)Z@B5^KHJNL!d^*H*XU7Qm|i^rUU95a_26^bay-wBfV-=%NjWNT7?)H*qycCwmcb=sp+|csh@LiP+tc zC}v-i{eWveg3BPrl%EiKYVTBe1y?CxSiD27>M^a;rtryn!+oe5H5LBrur9+n9-(&; zN-;QtDy*JKLC55Rp<&Zr>dN~4`1uaSC+Q^Lu&?ew5h(&8vTP%tT!)j>WqfogyYh@M zkPkuyz)bC~!y|fYX*H!ZW99S-M7go8OEO7Q$1;z2l1U>;~-IY^)6o)Sn>ElRzq&{DY=@>usa@z8xF17${9EKGWDkjF6 zpsXJKjQ*xC+xC1&7Q$YDPzT>kuEP@N27Q-m!dW!jO-X$igu+Tse{36}cRS(Z%qIj8 zCmszFg;^h)8pJ73Clnt1hAH?s-z7V?RJTyp@`Kx-oi$5_*}t3=i9jC%W(ljWhd3De575KWx8^eF7sZA=oRZ@HpysJ)CC<=GP4}%FF8#as zmpYgDdNNixVnlw`fpJoILOgMOr-zvZXSGESOPIH{UNt zVeyP>z|6v~p*JQ!mrYSJZmu}5g|b3!liv!y@0z5=G+w4_oF94Sx7?HJr{m(>K>`Ip z)K&dh_T!Q8*2Z5Wta*|1@BgrZX~Yj(8Kr{3ikC2-F%3iJT zj6=EJrVAOJGQM5@WGvm6su4F&qfZYPI=+t5RZ=0!;>J50seFP2;*p*y%N{nKWR^(A76rQ63YKf3dh-^?v`jGEoRU!P|H z;#ZnvJ|MZ&vxg6`#04XYI|rQ%Oa5F63ZlRj=%O6gM(yt z5@NO(?C=Tah@uOTbK7y^VI;mJK1}f+zuW0Uz)N8C zP-m}Q1TwpU<2(UpQAT8`ig>ESgHB`JS+wISjCqO#@m)2nJd&nbHxau^QvqcN_ucOu zrN{Y0n9Ut-(E@k_yyWD{v)k})za1hrdq)8LS%58L$!uj|iryZ7QibGf@?H z27l=@*FtIgFz#DJ?}xRyCwxbb3UY3>}_AkSt+>mP?f*0 zMAah`xKjOx-;!5rxt>gE_p>7vs7j@um%{Ov&bwc|w{a0+gw+xA6it40{Ds=U!t$_0 z3cg0z98hs8ofA57Q9C5S97q$8MB&1&>EFG#pXXRUlga~vwqwR8Q8B`apWk{CeKei0 zOEio8PG3Z3hA8`NM$HV1;uQ(Cj2FYur?APAQZU;YO!z zjw?9J2=Xeb)9o@oZV)vBl|^NL`; zfj16}^J|aUNaVb_AH}nY&cV*yhB6*sj)tqtnRcDs(F9`c3X3R7s_{R`C&TqnkM-=l zqN^q{iko1dv4tf;eY6;MUp6Vg2>Cv1qMr7RaZ)Gt`g$) zQvM&Q@wPOcrGd;#08Ubhzx+xwJVjE~ry+7;lbw{vm>lgjLNql4+aJ0b%kU{1jQ{qM zm{4Yz@Avn7nY9Kx<6%ejOGBdhr*_Fi3rP>RynAujR}2%;;~{tB#JhQ=-B{@*t)`0M z7K)wQU#;K2l<5uiVcN4)yJPGT<;jm)CYwzJ^3V(pi*!H742M3DQ|AL4Mfe)A7Fet` z#4Cv&h1ShPQp&R=&8+UURjHIFfMQ98HqN4>@cR#RzPqH zsyOo?{XnvzX}~G%!NT(~OF&f50Dz1mzyaIdx9$%=Er&Kv3+JxtCon2}vrXsM_G0){ z==dk9Wlpc|-(k2-!&Uy80KLp$czNAWz}Cy)c6UDGFPR+nubO$ohX<|`g-wM%S7Q)@ z<~tkC3S(wT+*rb|!PHtY`i4zFElgH(lfB3_W!VVBNeMN&Z`bdda;c8sAk!mrsggH3o}=pxMI>0e`is zQVpVXM84bpX5?=XAmdj*#3Q=ZYaoPxB5<9U({-ZXzW08RZPkbJ$R`=B>e4r#&~quu z;cw|^AmQLG8^K82GfZ0d8dg}RZP zuq&YPTQqr>@Kw|dt@IIsofsVR~3c9_li13kf$z}@wIOP zG60S1Wm1r15mfo+h_pah!8t_aNT_Dqn78ZlrJR4gGIE>Y7QIO3VWA{dPn_Zqtb-k_ zSHT&*ZbL19UWPF#+Qe}w_PGdO9<}$!H|~+dKC5b;UGt(`-xnaA$Fn#&jCp`v4iZ1a zZro;k@o>>P+2MH;ds+QdB>F|>Yd%e#K_t@p3&pAl+Hvx#P*SEM`Bb6?4}&_dGCA^X z!-lXJf{?VR-{k(x<)u95EAq$Az;EA{THus6eAe0%REia*&dIQwV`f8n(IXgAkAqMRxSv}-`i83dtaTM2HIttN=6 zj}eRZGlq{TA)9Nc%ohtOS~Oqqy;aUQyVMy<&gQxbN32XsAIGb75w~+kXPu#fIJ1i= zRK8B85>Trhj8%P=SD1?$UzJD+2r_`y9Y8n_Ew8VsTAmhZbxmo$cq}0N8et?^4&f*nYB8YD#35!}=lNJr?PVyr>dIX|Xeh)bW%cf47In19`k6cOP#DXRn>3JYlj(PX=SK9}7UZMqYG} za9(zjY`egL0sWXs=YGH#ZHbthG$f*_@-v$f=0rVB0tT z#F4H#Q#nv)veroZUGQ7x2gVI>s(6dW{$(`-WDyS5i4Xoa9xV}%Vwu9@?32V;ansDp zapPW--$L@*Hpp3RazHVADB33i<8(G`Mey+fC60?`dG%|cm+s%ykIye&zt>8!5ZJBr z%baHauK)A)t>=G_`j||}%iMc(5}IFLxtpI>@kgfPpr}5>27@qH{9al{3T~3m*KHC@ zmqcB1kV$*fjnl_B%|gkn0*(Kx6+;|s+>r74c2Q z0uw_yOOLjP%UsWDnSE_DkX5}5$z&BUS{K$3&H;R_3iZ+>SK@T~c$$~(Y8Ay%S9+6X30L%3We?suDROmugd|5i36P~lwW7u>Q^9$s8z1>yK&{^S{wxVZlu>AW!;56LWDY9lry!`55MRoCr5|oMDw7PCdio~oL+9M z!Ue0U={GGyJYyKQq%HAXW`Mm+WMiX`)lsFUqMxRZ!ruOqH zrwy6iI7kdXYvZ-yc9efn+=wQN(H@H6S?%36$f&m~HiPMsW=Ju}?@poBT<$1HDANyz zXbnec8e2aVo@T} zyxUwN`V#LrNEl#{QBt_7>vFI5d(k9}S;g41D54QPHd9UVgc#W%FYn9m>ouOxE3bJ|sgS_VOyMt_{_vk-{Zv zxO&;`s$*%bAM^QdyB!jUd!%H>MDfV9Ii}poCkOWwWAfbMM;y}V6FS-8U)}u)*z_C7 zI)`rpO+V@aUj0~Yjn|$d;oeN;6j;acPl0=7dzAl8C&owAMsiwP)c7t6<$6Yr;%%Fb z!s#@LbHyQ-db`7FuW|lYCbQ;=E7niylCBD^P{tqDcWyo%$xkwZDVsuUY=Ea(RfqEK z`aYV1kLuBtXh}@TYCUT#7H8BF9Oy{}n7C@b$YOU%Q5;d`#In*%dL-9L#|IHrUQ=a^ zZlm5n?fPb0*iSYKkj=P5ca|RQtmR9=b(#>?eZLxtn!1sGUh7;%vG_{z-p7$yokmg| zvNBI&bPTCNnkD2D?-u}Mw&?8Pq6)hi_6NPyfwYN9fiIqB;3BX=9-dK_9?M4D>42{& zzir)_kE~JvpA@91r6)zOE-!xL!JL>+ypteX)fs(9qy|Yc0TUJC>BGe(CE}L=;q-8j zMT3?H`WM(VzPATwgt!+R3adSOpHKDQ*=x~ujnWcY1H#nxa~%W<6bjqOm?%TAb>jdl zk|jB183RYh5LakAx{?vXWFZgl0lB;9DrS^W4ES)X3R~JNx=UJpmmi(fZIB z$&P=s%rB}4?3~ibcKjrJVm7yVQ4NpF_l`~4!a;XY##+IKAJATXwDD7e;mC+$CBy&H zQEp30yGxVc2L}+9{JoF;*!c&||NgP|-OXz8bAD;c@0r^<<^8O0I>Wx3)E=rKqISTF zQV&3+gjQHuQA-B`3KaGcEFgmB>H39s4D}96ZpaZvl%T*V`yc=n1qB5aI*=kr2`7(> z0BX_B4FVPd1X7p;Vw5CEB!~o+@`i~VmjFf?xK*$MWXm4_fd?U!R8KRQ%ZIF>&4Xr^ z?N0}+V_+8$5E8N$yt@zNNdW}{12F)!L6m|&4BbS6bp*v25c~%z9czZNTA1d)L+21Nq9q-v`${W-fyHpS$$txQTml7m z{e#6Y+Y~TbXY0#pba6l84iwPWBDt3IQDQ|L*-v8xfkXg}jD!q_0wZAp4TIW@{m}IM zDPuWmQ{KajIqx5v!oGp4A7BN(58M!B^e5GmOuz*T5N;Rt>Hc24myZ?|1TugJF9K3S z(x!|#y1l}}GI|^v)!_%Z0A>U=YNh}J`u+fTn+7JPv*Deby>kFw0T0&Wm*>`$k6-6+ zyZqqb?U4P^>IxwJG?XAs%a{`NJfd&4lz+XIS_-3GEqF+>)&cA=C*RL7C z9RO_jTLJ#$i-E=_u)q$08YkxhD5RKosIUB%Z=RzcihF&{Z;sR-cOmN9xVXM;oj$-% zJnj*g>(f_sfMN{|3=8mv!!%z1clHO?gSl19uN4LLvY(gABEbx)gz$BvrD+1;mIJ0yOZ}&!S9$_Jul4=a4}nF9*`6)x)4j5Rjj#aBRkU&=X)GqmcJ8aABiT z_~%a?|8=BkUO*FqDHfI;!1@kMOca<14CF{EsKYCU4CD@_U$&fW_^_?{A4s2(69yHe z|LGq{KafPyPxqfMH-PX7_QN(32Iws@j;MIM4;fg9C}8(cKvoFo=W+K$U=pZ{7%79> zzY0?MulyZsaH&5;F#3d@uLf~^TMvB><;->H&yN*=#EKwRbmbGUT-X>S{cn% zV?7=fErV>Aq_h4hW6-`8WlC$)4ZB|1!&%L3dbrD3;j}8k5{%=VwJq(m%yNNQ8tb;2 zUwB#j8K*Y-tKe{2$2AH;Cz{bewLE#Sl4{vU8s${a&AFqj&pod(xq@y>e~8Y&H=hnn ztm3OaT~R8de%gaS{EPUpXVVQPH9hr$uEX}Swvg;5Bw0FFgy(6$6@1D!eKtm`^LJq` zFWo;xHPyNzz|l#h;ds}0rYuT-5Tk+*EKJ)3zY)MYc?JnTRQOxu;UgG5gcUq%zW>ol ztMxi{uB1ycap~0~4(~W9oIrOwaDzRn>J$HLiJU>pV! zE18^~a~5g|Rg*GTXX`KVY(KF9T>L`vkMx1Hs*MPvqJuWJ%C*Ah>Kj4vgfYB#B^a@C7pFZIU9N~LqdyhRHSNo1`~cwvRvrW`Vc zc4((Cch{3PuhxpF?~C_%0R_$?YH_-o&HQ{^xhJy+1>pXRvFl0#)jK2z`p=u})TUqZ zb3hk$^D)U$_*%io^63L&f z8SY~ws)uB)7v#nf;_?L0YkK`9O^?>Kk^d8mixlk9of#BnWWG?Y!@}%LTm79> zt8pf^e4eWy)5g#hdHCLjAe3#_hV@~u{I9oujsvva>mmTM;nah0P8fx=)WqNPIXu)E zh3^$DcDl?g%IWu~_F;&lqXH^;AZlpI;*Y51)C45k5W2OUyMUfDh{NO;>x?CVq#5&Z zEv9Ql5J`I9)d>zIbWRzES~iSo?88~(6ahO;Cf~M>3yxa1T*ca4TQ7@WEpw2T)eE{S zX0QIVS?WoeKzY?SsnB0`J@O2h)G~nH;7Rak^;YrYfCOxaMG%GzvdDh2@WnA!t z4`wW-tQlV1uHG+tw^Tx_!g$iPXGOdvAgw3$VZ`5pxfaYq?yKs&Aa$NX7%Q6A%npsj z@deEwAEt`AIZPsar;-wHO}X&BsMa}~VH}bKEnMB+pV$Q@r@df1Tlu7JQ&{mR0*0&guTx5Ls70Qvz&gP)635!5-1&LlxcDH%)hSw7X3A+ z_z=lHHd^}j?A$+^>m`$aaP;yyhM+&LExZ&fTNO8-;msbfWTLaZBF-C#Qx|=;>YULq z(^kY$ff(>Q43pCbw5QR$vS>KHAFs4Pa?`qWdcGqev@1YZV?QK-yKhiS0)sCb_xMa2 zVkZ~G7%t&~TZ#?9F^;>iWrAx@zqOhzN$SUQ3ND`@8x>GyA<{8ESu&-C%szAg8ihLX zt#8x9!`oDwJ}b#DC~O*I z`V>l(w}}kb65#CJxhscFIAyBWD8`*gKn~;`UC%nFcc^faRlrU%th_chp92nU;n-cq zoS!q2PWB@4((9knjbWLwedK#JsFu9~Fl?0DFE-j5%yTa^zH;O@9!4|gs^x1-KbAjb zPh~M~*j4=p^{f}!&E9*dzIaz|iPU$==u){qDZWc(wC`8}>BP&A#iO)tF`)F~iD+I@ zp`3Lwi*!3ESMRAc>UL}Pg5W1KTfg(=iYw~ARA_KL-b*B{tcOJH=eHY3-N@*YXyog> z4k&cY$97{W^58?Z>Gi*-$*QX?9NC2ErfHllWIhEY2lbhnb%6Q2SuCV$U5b0CTJM#Z z&J2HH8`9V1s-Hyq>&C;=&j|A0uftwKeD6K6y&&v8sAKo_Uynh*uhD*LEqN1=r?uu` z?~)GtKCr*5jWLVF0UVw?f~ekat|T22@Y+pKRwtE^{YPQo)*9vd%v+^f=+~R=hkD@( zb2{N-VzbroSVj>`EL;``$a>}GP}{>!2T#+RDGO8L^HiZ${_O^8M<}yqCdAoY);qZ* zoX+$<#(wL+2O9i=-ao`1+6|R>??qFR?TPBK7Pp=-*klBP~STq}Dyx?JLb~ zj4^}8i6j2`PeQyDrBcOQBU-tp%JU%oo{8$d8W_5p^}+UO4lzf&QLCz^7=zinj5y>) z5BIB@eacUv&Ei1O`f^8U_U&L&wBAd}AwQokQ!Ow(=n1*5m+t!hMkjoe-mzb1bsp0D zO=NbvU39D=z&dwaDsh=-UOn`~s?*?et%Z=now-yX4L~|g0nMLg-A+fjABc(-0radw zCRMsqQp^TtK(e;N|MRkxPI6t;wxjqrd>|Q>7h9b7qaphAThYNt;;8pfJzCGakRy++zX>gDXLjoTOXWekY8)VplRi*&H$Or zvpMk}>qYSKUES0dy$It-{cV+2w@Go%#r-DY@<8War7AsRS)ebOcY;pxs%?qp#*FcV zZdr1cwuMu;-Fh79IqsX}1}q}BSWEC^?92z}RU7zdN-m^%@qXnJ$g1&DBQLd;M$%TL zrqDWuCG-e>QGJ)Qo##SeG2%hi|8wW=G1Ke>p(8(5B~7Gu97T}3_CYNFDFHhliLt>z z<<9zA*oH8tww`tZrBKC2X6K*|j4{a)6!VQ>2e++wzobKyK=I+|9`(uMNGwnNZozKY z`yX{E7c}%fGc(Ux8pUqjm-b+~ag6CEaIIjyFsnb_`=ZEJuAeNQ&7ELX_DFsg-4ZRH zrQlyWg!`Q1Yb?JjyJMT3Se1tR`{R%vH>pod!rV#c1>fB&r&wp7h)-^v__!k4>A+vfPZ`?;v1O_%8cEkmiRJpdu*+VE_lU?jacSDD$SY*tghbYw z+Oi~$x(CyPfk;EziTqa9TA_FU;3Y?f65hB&Mff`L0<2TcU%O2877do1zmO4iQv=Iy z-`WJnVIAG<&~;SZzLp<7LwRH@GG^2oce0d#dhmdR9>yqBccX+H(q7_Yw1zN9jnw1U6QuTN6%U8VXA&eZY3fT&kjL01MFwznfioY)xUyeqt z*>&A@=c2k}bdSm+(Wwu`lSesCvj3V_j%S`xQSjA#l+G>eDjYbOey=)*rZA@->8csA z_#ZxK?j1o|ihjf7nQQlgGy2)AanJjqV&|LjtWlxvVjhmC+?(>;UMOHdUAx7gDE-kk zOe_~^w60&K!kjUDn(r`?9ex(eW$oOxe^Wp35tS?9@Cfut$D`Pktf+X{3ZTl#{D~0B z7x@2h&qa#FE(>PLEPZz%Y$an(Vz%gi`BAg=d?!$l+IuP8)sA;cn5utv^o6i_e&*sy zItCnVBTi7*8pLLq_!McEN}Q#va;@mSf0)E>dNee`FYy4UGf*ucqllQfpnrmxf~)9T zc;@?sI}d3kg_hqBkCqAIE|bWn{@qU5Mg-R+EfHhD?qsI_iqMp>U4HJfkq>eh_LwP8 zwfB1`Qol<%!T!nO)lwGWdljp@Iz-Ac8)f#S1A9g+WT{)7@3ANy=O|#|!C8*trSuK> z+;co{M2+~6YEI7fTY{=K1*}o&a=n&_HAP1P4vg{UQU}Po>r>7hacRV=k@4`8DU=o# z6%IdXArE-CbX;%7U__v?UubMPl}yF@PEeYCuQ-Y>^| z=wa$WyUKGQiZSFWH;DXY!?!M}TA*CZ0o-94dbVeORkA8ue+IZyEBB){(D`}V0S z^staowWs~jkaYwtBOKUB8%nX|^jdMWQd>ez1cyN^yH)Rbnk%u2vhT~mNtTqStwKrM zTu+8^Q`VPDA?`rLd=GRllO(%?AU!QeNqPs>MX|-o@)PGCh!?F@V*J)aSNChbu#(Xu zeuww(G9G^$l!z5W^E~{NR8tnDnk?OV#8zY7aY*>tV!kg)Hhdj~z<7IzTlC}8(=%8W zi@nzCO%_fs*fwJx^6D`9VzG_92+e}~Q2flvd)SDD}=yBVk zMI%i8!EJrBPjccwHoFhDFmsL?A}-^MZ9dMs5^dat0~QKb#{dH6;-v*dK(S>iE@B*e~rhGTkjkcltPPGMFKaQ{WTz9uLEd zG*N)lmx4D{60iPDk_&3~cM=kpA|%uY!O2sohWFvXc!+D()U2hmo;(Rb`G+KV`em-U zAa=zRvy-8`&+yyfP3CXOCFiI?-QF@Hi~~Trz~7-tH#ZI((yF0WxuV_YO#0+F<*Dg6 zt2oFqzPElfpF{qSFz47ZK4K+>**1>FNEbexMF$$RaE9MlLNztRbTB;k{fk-W1Oxdz zKQ4PE;lF_?cbPl5{zw}vWZHb#ygoXhQ9XBX?gaW0_{~i%)b%2Y8@0nof2yTQaN?NS zU~q-fe-f5bxE(blRGzI=G9*m-kah8u9^*A~!*`h+xcQ#gKY0*>VWRL;U=NyhASJH( zTCVze8N15mg9&8vDV?~i8Ow?=jw@7|?blc15%3E1(7eNx_3qjBO*asKdTN`sX_hHJ zVlJS-d!^0|wJq^yR#3LfCJo9-5$NX>#+MdOZjw8?kAVARWiC!guhy3Eqe1DV?^U*? zSN+jdFnq&6uG^(r?A9(Y=8%V}pEba>kdie%HAZxxV+`0SX6W=D6U6quGyiZwQh=!r zOU88;Yd}cvdlH5iAs~VCL6c-=x5q5BIdJMwX)T?}IUF6zUQ5R73uszk<49-|M;T_j zci1&UyPwr6(HhT=s$0FWsLvAMvX@zppRTHZsqvr#k~IDMG#cEEjcbLFlg~0??_hvy zGmtF(5<8D6TorUH)-Dr?31Q*Ccx-i)Aok?GVV%THEek}%VOK;x7W^ll-d)Lo;RH)+ zZ%3<`2i;!poc`2ajTa|&5#y=LQ_cwLkDfe)c5iKmU(dD~=Nk-1Xknn5K8fQdzAG}OgC=tPECu+&!lfLnH^~xv*vJ3v($U0fvsD?)Xc*f zQFM`lYQ;iR7Db)=_kms^1$I%Fg-)BFERjVfiR&jjxR1~I`=AJ*2>eU%Ql)khlMkU1 zg9&B3I?643Vc~`8V0rF&dxDQ0JzWif5LEYLhKF=G8m1J0gw?Y(mDeIy$34cm6|b%i6RgJ|EJ)d9RW}V{bs(vDvYMY<;QE6Zx+orn z+ZI%e-d~6|29o@5vh(g0r88IMF`a|$($W?09P2;h_xN-^(Rf-Nd7 zJBx^z{k4HQF^CnN0GD0M*(XY_Nd8wdG_G)ghC)RZ994eRS=}TYu1LA#UQzkz~L)go;5Gx%{5cX%ZkVf)xLTa-_XtH#yJ--Yx&_mAl+Il58J-N{=n zKjx6qJ&kM0As=`xQ5tC9>GoDZrU(*oAfv?3j%++B`JEP7ENpqo+uZzoCA%TF)zI!$ zdRcqZ6L$4|^(5+gn;O8`0X_JXk{#xh5=MxVy;&4<%eL+1;z8E!> z8;5$A2#vnf$PlDfwg8^R^=q{d)Tfv0p_hs|6?HxYsH1E<7wmL?nBtW}&UOdTN)|kj zhF4)#Gt)x#zH=WlgXceMxCt|yP_As|PW1I4TF7IoZ z2~tC%eCfzGIm(TUc786?{=ypYKhCIPDL*@cIP{-h#0;F>Xy_h#ILDt zKed~(F=gK^e}4vpf)B1dP;GPBoV#p%OUVjsPWdHM8J&`}aB3hHV}#{If4o4EPfj`8g!B?LF+LZ0OEX=eHtu2_aFR@oqVH0R9y(~F|wtArG zQe@aEW`w>{#KT`B73-b#xr`>si>Eo-qYWj(PxD-8GGX&Nc!JV8KFC+gnCZzXBPs^r z_!8wvt$b6)#8Suz)kjg9sSipa`#9RJvO@vnmODl&aa@J=7nCphL%Nqw_o*))b_z%%W9q=)=Q-0P>@yWDIye<_tt}y z7w{kX7o?|nu#tUu-!SYeL^xG4zqe+@YV`IH zc`B78vScnOA!e{Ld?F<&li}cp^du$OBF!V@)N(07RlAZL?Fnqa>UIGLZ#(E2)@F$W zawe{~zWZM~{`%6x*2Jj175hoRQA0V+BE3d!!4!VN=o`qyKzU1$#7UjrD}#EXu=-y1 zrwanR03~kpY!)|YZMjTy!$u=%(>44`bo1OaE;n;GMCtj`PSfhI=#ZJ{q(1>T5S4d~8Z!{`$BMyLto zODO{K!ciQxxHswtTUh-S+bMQasMQ{Iauz;&eu|29aS9!t*cvj7)$W&a)@b_$nS&qC ztTTESZKt`?YQee~d=uL}HaRE0zt|%VjC2Z<3?Q&qPI!OEnN)wv6*j*Tc!{Z*l`r0_ z9_Agc2HA+M%Hi6>hSoOOj!w26;;1{pQ*6NDlkGcnkxVLE=3{*S0863{R{qcMn1ks* z!eeGO=KrT$XC`9)M}Ys&^q85MnU&@L#>X%W;+8fprcOi*;x>jZrlO|C_9mt<{QNM^ zE>5O~wlE$WF)!c>cvdUmQ3p6WL5uBO)()$C2!W&9eC;w0h&LEp+iXZ%Z0)F9cILCw zq>p{-uJ(%HJ+0N(`XWMw#e+mPMz7G6hUS;k{e$Dvut=#t(TwEIKn~niff=kF2M{r4z*j&L^N7pvM%=9Zj806b!JK3@j`GshOFl z0%2}(-9Stv>aeH*yd;97vlwR~g1@ZHZ}%+>&2Hde9`oaYtc-DhU=a~90exG*gY1G5 zu*M|X0o{pBT=NiU3v1&z1xDsJz%DOugfLcq&gSOcdgSCB930{#xD?_%5-dVEUIE#m zOKklvKo(2yJ3lUNfTT7%uc zG>8MGkdk2R;^tloiM5{f#m?I3)(HBJ+kvC0f$Ix`{YB$U5)e|)+z+L)*Ei+N?ABcG z?q>AwjeYA9FWTcMq>tFjiC){-1hmfnhU$AnZE^s^3EsFFc$zb*vAN!|>G_72rL&Qf z^~W?kFq$hiv) zDS+|mzPi2wE-fGq;KwKxoF@chpde8v>R(>~KRbMGJMc#afrafK9$dq|gSId;jJ^xU zCxyuR4i*}6Z+3t@V+?kS2k-y-JnhSW61+4uGPl0IAN$gOG*wbjLPAz8_$)j4xeyh- z+5*;tyP5`qP(v^Snz|)B1o6Fl*T*3viS{qMPp@mPslX37&9@P<{g5B6{m}!u@F#?X z-}CQ4yAsrf1ylIZbka3LFf*QKNc)+q`esP~`Dcm9KK`+t_^}s8pJ z)Hdcx-lZ6w9DrtYa$$WC1cJv7;RMp7Ezo8K?)CwPaU0#2;aj1zU2o0day9^V#qEehLlbZnFgv z7*9ao$1syPZxlEdIsHFUNulUy2o}ahM<(Cta4IMk4c}>w-zSa^z`2KnR`Zf_KY|H? z=lTf%j^?*$)Q}%Rgx1~pXL&Q)K5+kWF2C%}4$g0McoTycOtAZ(i8y?f?vC&tuK5=R z*o3RPx9NgXO#rx%?@t%Te6`JYCHT^vfC?Uwy7v4%pac@#`jvuveEr6Mso?7Rr(DS7 zrQlX&^G6fcEzMu%$K7&G2o>b|Pv~~OXHzhBTbrBXM>HX+;~Q*{*S&g~hG6Iq(+LpS zDOhvE+b-GRn=Pmdph_Q)2!#Unwa-E@^J@b3Nr8ncn+N1)gG@nl*3QkJD`4a30Tax1 z?U?~;a_G9w70B}kJqBI$_P)$0p^9Sup77?!b2~;CPl(R>d-WC3LgXj-=Xn3xee|lM44;jKb&%6$@@tdO*4TNzEmXAfzt#+FT<9eP)IKzpO6W_sK3?}SpoU1h zzsrQu2~VdzG4+A*X8VI|`x0VOZB*pMpZZqSd6Jkv9bgcl7X9~`A+KZ{kir%&0&_Sm z2qh8iw;#vs?aULL2LQxskjEhmoRVhM%*%Kuvz-{uI@buNE?3~D?L0R*W_?O*H_dc*qva%4yGoume(J_NQFZy6br+$`F@6OGyl z%UPn929i_|tGQ+ik%l?LXQLs>N>_QD|QTR zOcstBbL#3;0Dpom`|Z2?BEMn$*BR2)+nzm z&5DeD>is3-Bm`4#z${Jd94>@!oCDYraj&K^@}@(f!lx&+8$m6&oqBuPL}i1UWwj~M z(I7g`?2bdzNEcgh_jz|)&l=RGy;=rCHU`*>BW7gmMH&^54LV=!V+Y4bp1-=9O?Kx( zD-)r%fe@!4^L$2Go~2t_8SvgGNxLW#;ZPyrzlVqe2LQZnT?^?_ z(TWP_^b?5V1P|d}4Ci!F=r8+zkEnwPeU=Z#HP;H=Wf0!!k)0SKi5+bqQfBi^e~bOz zqbP#v3cd0rPCB4h+U|^v!cAkrfYdVUGwqu*QM zEOghNkn8lxDkL-UKy7hi6NIDu3cfZl9!1OHO$0$pQ8KNaLjP;nJ44~qvh^~J;zb%~ zi&5_Mw?=oYdmoV=bN+e-gkl%z6RFeKT9{?Te@`

`-7VGYrbO;{i{7_ZUI!6X=v{xfk zB)sX9iz1#TRACmPcTtC)nhBQdNDo?c^>`5UKByTicv8o|%(3jt%fY}Fp6`G^p~4+S z+hA}aPCbx_b?H`tB7UO_II%CA7U&Sj42s~iJ=+}57aJbbxqwf98QpcWaMs&>s?X@) zH}Y%9Lv2>{JcC@Fzq{5R4M)})LR{6E7+Z^gIOLk=mdah-x{?06qIC{g1)1HwE$L5F zOnBp5)XMV3Gu72VSkL>rEILp?_qXA)B!|Yj%-qM0&mrPO-#0dr(uD(W7T}_-{kryl z069R$zZKbCNpvy{?xb7uzMa=qKVuE<8AswVZxEJW$;&**XKOK6jK{iqacDB!AQQ7xe`v`vuFB#ZjnMSazn2`9^)d<*)fSQb+JQhs=&?eL93e{; z(#NXEJfogc#VM^sPHz2l_*l`*knny}ryJ*Z7C12yc|U{)hbue2K*>sBmiVdKGxSbo z95;>L#m-m0g0&yVbKNCAEhluAlQzALwg_pU7pZ*uji+m}WaC4BzHB14F%8bx_q#3K z3$twJO3DwVJ2Bt;e?8g4s2;m@B+zI?Ilf0L*Us~S{Pbb!Zpe?Kzp`t31j}t}eT!AkuB>kZ zP-XD)LE3x_#pNJZ#O6!_<~?r%3o_hdvI$)2um|T|K=<-GfKURdBnU^&mP6&rjk1*C zc;;L6S4q$N5}qR*fnlonUFz|dcIjtxg~$4NuU$oS0CFk|q@1hqoDCMVMMF_H@yCGGSRQX`5Sjx)_hf7W8H|ak z?;2=aKztH@{VeNkCy!`=F+Y={fwu8V5Z8g^u`7S@#_3m{Q={K;XXN~q7*0r$KA)2hyhEt=02;l*DHkcy#NshjP+h8Nn(b)S|jb ztcD1I&%Qd%7pPU0;S~#9`rLE>_2To7=-AEJg&l1Y(L<1B9ZFe@2OV-y(|+#vP(?Tf zI+L2}VQBA%u74@#R3oV>z1_G5<~$$(N9p73UzhO$9Y32VJT@n|U|)U-iZZ0L_QHd^ z11jIme=!g;eb32;C$*tu+Gb zY%U%z1jIY(Tb<@PnZ#t+B74U5z`<7L?-%gS6Ucq_#MO&IyC`!+j3~@23v^Ww>x`6_ zMc$t{u27~ou5aHasn!!aii8?RkM93V|2 zA@bcV=cD7Y*DY{!$3@rLmPF8B;}EZ!SUpIQ4WdLzdja+o>QDFAJL7#CfGMZ*32+3Z2e z2EgpqCN8?cUESlRVHs^Yi&T%y(-$YD*xvQ32Pum%BrffCaiE0JQG_R)9Lu&@OSDpy z<+0zn%tVOnu7n$G%1R-0Hd6K*c+L!8e)rLAg0;WIBQ*@-VwA#lL=iaO=2oG}YenzV zDR_J(>hlI|dj$VrQEt-C07ei-8KhHp5f6WZWGs@XxM8sRVV?PB$4EZ~mU6QJ7@g4Qqm@9{ zTVpCR^eBr`u7M95Nz_$N>cy9!EnBrv#lDO_&{qK5ni%BE8wM7Hs8FcZDYVLR#a6@7 zeN3A_(Qz!ycplce8NfKzasc|Y*DMmeD~!Bb)CyI4{Dm+n0j?&VcXIt2bul9w*gc0L z6-8CsAPBClEHsHCy|n2}k-z(voY}2YLc`Th+4-DfK53ivt_Jr|i)wbosJBtI?~+Q> z@$>9P8k4PoZ4#u6TrM^u9Cfk~LhXLe*i$1hRmP|FUfUyI>{COz z>U=%86{7;RT=13wujepy*X?t;jn&q@JobcNEUDz5F&u4#-_D$pFnb5DuWYq9AZgRu z1WNBloo+7dGB7_0dBu6mBf^o0iV{b9y*Gwq)cCC3cydm($Nb(Far2XXu$hxmstGy6 zwC-*7WSrW-rLfCDSJIa^2v> z1bG(GXh!|3)E!Hi9@$w?r)ryfB0sIX2TvX#pu%P)@xC0SEn z&NPt25w!wGlz%eW*eh_za)E2S03*C<`c@X#jUuFyD>t=UW~$j;qSbu52Kx8=ewDyr zssW}+#*(#?PL9AHNM^yM;bygdmds@1%2FH{7m8OmpAbD|2#73=OY7nLslc$@0m!ar zTG7mr$90rLt!E z|Bz5Zz4O&!3ItZ(;5z>_Bjy}%jm`Jn- zg`a}zc5@?}08W+W@#cqi8%&w_du)aowxBygi=722q17+`rr!f!teQVE9%tOVxKjBI z*)XD0O{nbjinWa|S$jMa<8UQl=e^UqnHR0A9I!cT&~L1kbm1_N%z(XbSYj!9LUCq_ znnirwj2_>bmwzx^)c?^UDSOMu zQ4Uk!HgwzuwJYuDa4uZJW-1)8p@nAQQsLLTw%d2rF@1jW16|7z^^j2P=9V`$df9{s z_G2OB8X!T~8SULML)jO4Oq%Uhqq2gLR`c!eJUX+*E^lxu`#3zZ@wh=~{i?F1Mw;Zi zZe}A1jf#Of+Ys)N_zpvX`5sWx)X8t{mZ%(Z#bwgn#tlB+=0x4(ah_t^7;4{pzqqw& zMbmY>RA}=~p6~a6FBr&V>AGsL{=5Y2#vcMVbh#IT!1IQxI3dQGUky8`Pao7@=EOf^ z`sy+LWN37ei(WL06roc+8G&l}qjOyRYksdAUJvw%5fT2oT+cm=D>P5WsZ>J*d8Y)gymg9o1(qivk9Z!m@h8%5;@ap{Cyajj~;8yWffBpkF@O&!)CW{>>o5) z^?JXsmq?{gerR(=hImiL+YBN*SPOp96-4({iPjLyJ&uPC(LtjQ0xJg#X{YlR0 zTC0Mms)ZI#wt`b7m-5CwS$wwtAp`6?)$Pe$-@|8#_a^F+a`W_b``Auc6_T$7oBB-6 zr4IFdP$ReC=1~JE6%P;EL=~PvVx`VP@7V5u=;;~R2l9(Tf|fM=8s>((^6g=QZwq-N zZ@yc=%~N$TnK|#2)>cgvpXp*z$B5zggQ~;A!v~0_I4=;X`SFQLK77y-q%-ZZw=-mu zajH2@$P#yty8C!9clxslkc4=UheGy_qvt((saJz|))LbEv5 zlqmSG>N`X&#OROEzy{CW+1m@Y_8+8wudiBL9EP#)C43Ds+$`(V#B=#qLZV!@rWsV#dB zUXHlzN@SWsjxQAi-zaUAjM9jI3FAfycvdUSd~~C!x-i3t7{hXy<=r%~Br9yGUd0MC zhjkc2EX-_ovO{8M5sF8Ug_Puq-65^?R-Oul*eiSd3DCasbn*@k@X7C&o2ysBh$!Us zGcB95X)o>-W;>6azfeJB?H9m}o7br`XYlE8#T}P%?WLC`_6CQ)st^92q`v;;OD00uhwW>-`kzWQ2H;>; zsB3A-0a0!+754`;SP@YPJHh&x3M7t|eOjJ{{DmQu?;TV4giWMH@eP^6{CyA@ECJx0 zp1Nb!S198z5t*{=c(fD#vJAKjYZ`?rKb0aUs)WlVsRH}4`&S>|*G>Hx7e8lRoRU)F z>Um#HbgH$hF~U$QF@i2GAGe^FJ}eTxolTAorgzCo!LQu1x9z(JX|BITv~xIq^6hi} z5ZUsOmr0Sm+jI~in8l;T5wRT{k7L4wnwPETm=C9l-nD>|!OkhRe|Uo`pj}zjUb#@= zqfT+eouXaAi-sa+8KcSIRwbSg$^Jshfv`Sa)%$%}#Hv-%CO!)1)$#e@HYVsj6}o1P z9weP+j9dWH@jI(YDG{M8j!N3MoG%+OfKS?V8x#KbQ}QEqZ{9 zHc7E5+iw3v828(yA4fLV!4{=Nf^Qti2D8Zaeto?L9@aZ=1csBbGenYAg>4a4hi#Y5 zi$oioWy-WA_=_G8CP$GINLileU7R({jZfdA%q;i8B;!Y_?g&{n7cdxFD@Q4DYjhF9 z2oJeNHKjsm*U^r5bTkyPrhGfYs2bcC)dKQBO&{TBX}7)pB45&Ipmal{4ruZhii&Gr z0YjE)y7A}~lFhT_pzq4cpH3*k3qB3m&)V^N_s@M@mxt zp4By;+<>L)k~+VDhBiT?9JFv~#v?aBAjid8?Q}^K1`OH^c z0BN+Hauq)|{}pq)mQ6k54QpNtB67!7e2>TYkjs7J3G|=s`MyUy>c+czL7%VvO~8(* zj{eGh%K25>i^m3F2fJ76{^>(-KAzU}Ob*%+)bZV7ab(*jTAdjAywvArKA$A7hei*i=BsW!WnKBU8oBBZSls_6WkANP>vY?u(M|euJ)uh`h!EBsR za)X;sq0JpYa`s{MrqaMVl0^7O4Ij-shxA=uZzXp2wTP)^bILJfGCvZ#iCHg&-dgaX z{3AD|72fQiUKZH9Bnr`h0p`VDUX(|HH3p9yl|<_L*)$)U_w1U!RN_p}E+5Pug?b_L z`p}!L`@Q4-XpzR)M?pC&&I{SDY+P|$e&CdTMLj5Yf_vlq=sy;SH5)d)r8`ET6{AN` zxa_e|Zq?pLo=Vhqpc=(GScq_IUJ zNVrs>dW$iEVR_;wsMgCLm{BWx5FyHs6PtKTe&FBE0_;rS8Z2oZ4WxsT{iDdm%q(JN zsm`Mv-}Sm=iT*6woU|u=g6d+)4okd$&c*)z_GrjDQfS>@borZY4Mt#lon!x^IQ}?y@WMI>Nq}LQy9|}r_g**jeD8Tge9JRxX}B28%9_ za={hCplrO65_9>dqKlwv1*b24U8~sIMDj@U6u?IYP-sbGxT<0S*G_|QS-`0rM(bKhhn3<;OhmN!va08pD@zCZPaurF7 zu?ju_O2B3e&A2%7!~xL@qote*;@K~+>TmkxW5m#y>nFVw-J5tQ0g&d()8eLh+YDa~ z5T=?2(8(Czwc-relnDvRzE~~rAh&h8{pijc>wAG`>hvlj3!v^b-+|Jfr0c)PEX(&k zy^6tmxVPHNH6>H&aC_w}o^r)fRwI$2Ff$*PQ1eXXcj2x6{*mG*7p2X^wqrINBrkIF z=N%)NhgCAamQQCBp)g+C=L@L8Q#ryyO^v7E8*~1L*SFDwzvPwp$+(kRhP4-?)>YtWX)w;r#bDzvxBLkh^aYz3ojV` zXipETQ&qcfl6Ym==FY#C+=AMtT=p5szd8CY70^g`uTT?fd_MkAxTyOL9%`4=$i{-x zlTCs5MoUb6jZRcfxAvV*dc{w_&m7_kEwNdjo#u{~1B|FTX6#D)!$>c^Q60L6o|D-` zz|%)G!M4tgHA^<4?&_<*K0z-}b;6oMPzYF(cF!z=6ICC6W+RW?qUD_mxb^XdOu}mYa9Zv^8o7OcX zd)PmkVzQz!^nY1m+pxrz;7>ZW=veZb!Ydv6ZU;5$*_#^OQ84B<21p17q@Oxzu75A; z%m_*2tPM>De#C>Aol4EUq=CIZT8Q#+L?F|wLV`g4UY zocxMzoE}lJu5Nktm_;~rR0R?~%nyx@N7+!M9QzP4O7ca?&`+wT`7vwlTEr|LaVF(8 z(iw!2zEbZ#DjQ*I1PCJC?uER81Cd$igLD#-%@loVtIS}PlOO9zJl>H>8CjKx` zWF&Uad4GbT7N{hNJsEi)11S?t`Bj5vEB?oQE`jDA7Rpwbrxz8k;T*64-1Ee6{FQi? zC8cHv__Ho9A{$PuE*7Fcsr%sAEz#`pQbmD2rY4?jItYVe&@S;v5m z9+j=)yq^r^r<~1k9dsP|re(EX1jJ_czZy4D;r3KwO5xKfD-E)w&f{^S0g0Bm08oyL!hi$_NR*!bK#dRJoBNFWe<0{qm(QuxkY_~yE@aOBrTXNHzZqn zq4qzub~VPzbXelFLv|bRRp;l7YRkc3L^qxLxN1S*{>f2wv13_99iQU)^e|pCs6tCe zftS9;0j^DR$Zv=re&&<&NcI&Kpp6&;7ByDp-H{)Zk~Pyd(@)^n?;6UJRsxid&AMA+ z3%eCyaJBBCq*Nl7qGMs>H*V+0>jSTgXs)fPvt9AXx2`bD4sgMJov2A#+a^?qW=C9v zI~Xp4es35f`F%fNZ>kdTV{y!RkV_U2&XkW4I*2|6n~T>4yh&J~P*y3~Sjxm*V@DJR zzp@FxD!P!WTv#ow)}(8yQ1!dy{Yc89>cJv0iUfoRO?LM^PMK1m^d)<(Bp@+P-nwe+dvHAf`n=at_UC zM6xya(aCrz#%m?_M7V|~+UyF9kf90m?_IXnX^5^-uuZYF5jWYk8|CZN8z2|F;FOu9Ak_weQ>>+kXN*HDTpq|NAc8Z;!*ik)@c zaCo@0@^l23n4g1<&;1t#?KB$%&3(OmT~=2kJSpowbv5zJ+=`Q3e}11WNA!lr^`5_n zswNnpS3UnY(Wg@}74|vGP_!M<%kA6oCnV?h6Ng;S9}gP_((p&wCsoBE%1820;Cmip z9iLk(m0L)kQZAnAJ5xBX%N!rx8NAh0e+ohM5{@x+3gPw0{R~be7L(&+aZ)~4lA@iU zS8#vU0?Z=3j3*z7+7bTs%2?*KpBfnMs!jQ=(z9w{Cs|nn?M+Zqgvsr7L*deqnH~~} z=Joc)^1Ro$w^U#J`>d40SU%F@g7v#Wd1U=a-3ctlM?7eOqMeFwTvKh^3n_RC<41g5 z7}Zl+5-}WFiDAcr@DVac*OSCOTBN&u0S@tg7>a3(TL7j)QrTje1~4h6B7v9EsG>rk zJAM#nK(PNuzCeA`ye==YMir)c%!HRbGGa1dZmDsomp&e)@bF8CAGZ};o<7)x3%3on zHkaz?SSXYkwLqa5on&a@@^wao^FPmUq5j z3ChI6VZmVCcyaRPv|qyY%XRO5_Lf_ZRv10A)j5ns+5g(zq{U`m3OG0uX~=}uC35RyTw%~kfCO|eB2^` zJ87RoA7sV8U|QXoaCbE-23>y2@@>aTOc(DWhOQe+Kyt`@P^_*di}Q^JaZho?)$y*@ z`WA6@Yi-d5wqmn<{8R6Ci*Dj%Zzi3JKY7Oi%2$Wy;6N)Ls|~QN7gR|zl|YnigWcg# z5!@o}mu(Ay=&w`S( zN*%WENAWTC=_*b7A{^@Z1y>x$L-PHG57dZzE8|*~gq1}$&6XbTd>OXrVOB-+SLzjH z)eOj3E$#_X$^OR2U&I-fEz)+ACnQw&T2e?0s%hmXIyVOAWGJ!QO)Xf|giO@Rx)z5r zICkxeyh8WxB z_FlcN$NIiz+x1+XEeS5j;ZJ}oJa^(FRA8t~;aS;7nLz7Pa zRZG{qvwXfzr-6Ce{a!4sq@OBUbL_2gx&bfiX@#OQ^XOyms_+os5P7&$m`>@WFrF+b zIrMjZHa8i~c~37KJ+ zkiFIY;i#dCp^AS5Fq5R$c!wjDGu^ayu@{OE?I=+ho<7O9a@-A`o|vfRw4}c|cFhUs zk_R;apyfWsNo_E1$%1z~wjucWxfGFOC+$rNX@! zE8{DW@$RL5ARP~>z(w6S3k!$v^&BLHA+^-Xw|gmI4~~c)n76i%+mS*a!41?yJnkBl zVpyO2vK7@+3a6?BQ#+lcYnqENw6uGU8L5ZW65Z@^jRz(O^LB&%ty!uGsuGKE&!Tth z=ahtAt&fXW8WiRIg0P&C2KM^7{s)65N2>nje!08zCC)il!9L*yW&v zGsLNa+bMSp)2mViapZ^qd!|RAPOwO2N2oia&+;05XMX&L%b+$S816a_6WR2>*lOcC zDb^_W8odN)ZrL)TA1N5f8(SxRWvccRZ$HFpJcg+N$&j0pKlI(#M#2x zhx4m9loEdsPzN?-3Lh4-hU*F=qaUeCh#4|}QWkQBO@`oPv<|EW^Dt}T9C{x~I;uX= z^fM4g^-Jez=53$oJw}P+U0i)$Tq#pCZzEM!2!&ix=GF|8w0o8w8GGd(X^o88qsrlv z&$fd(Y#=A^vngy#06#aaY`W37&W37ZYxK072$NuAP>|W;WpX6>IAQ)d#0AH1pP{FmdP`MTznev%0`Yw{;1Cfj1x#~1 zM@yUHeOjIYZA5SQ-c7p4vKUJ7zt~``kZ@<+3KREy$4$dMZBND&kJBxs`n=$sDK{h~ znv_Bc=c?kq|18DTW`Y%lP_d_+H^@}aE7BZYN(G) znvtwPi14<=s?4>cV>Ds=R;*AYF9&ROu1Q^3-xi9UC}AoO*>9_*3`3s2O$c%Ycee2U z{80ipLHn`BQ{t9Ex_$QODznwk=*x!^v_Vn-Q4BnJAp)|bZf7Lq9*t_K03I@XghX!q zP`K1O@!H_;U8h5OdWY8=MB9$2Y%$E zj7}KATp$UmIGaX(gvXMbPza&bz@x{89y!W}?w91y(|b*gread0LMe}mJ|jIYs*A3i zL!^wPHP3LG44J%%GWdC-k3lK2URd7fE~Bkf@$3ycH4Mk0zjpG;l2a8JQ{llWXwWFMRt}W< z;k&mwOOta99&;YTU&5p6I~k{hZfLBRz}cn2LySYFvvJ@!db6q$E1TOD4LO!JuAlXe z*q=UTzLw^(j&OUV4}*2+s5FPOGnR6p_?DAn9rc{@Y9oF5$)=LKQQM&m-irhpC8*%j zk-!=(cWp750fL)Wp;xd)ZT7~#pH$TpyF2vV=RuXM@L77sZXu!g@+`*a&FvBZ)+i6YAL0kA*kw>0%KkX$C4;yP!V z?-@{XJ=GDO}w$ z&x)n&WJ$$));&Lo6Oy!@a(!ie8md4wEFnaD)`s|igA<&#IRI<$N>OlXWNYSWl0vbh zDV=@;eZ^uwyMMymIR;Az?ZWCCqAr6&zt#RXs&fEtImGy zLdYLgZ&fd9{dhFZvI&}ckCUWgdFtief&o5og14)2BV~$#j>o4Iiu!eaR=BU6#CxI0 zS9<7Y)vCdUsU9M!n$pmiY2AW({v?b#t-SZH%ov+Hl0*E}><=k;aX^C@T7huGU#qfr z`H?d;h6v6i1zv?vG{Oraaljl5S>Eyz4ksuiobm|yG; zDf-fN5*=)&=%i996rm7Wk6V zx4LE#}l>kttT}ko|S;Wl^3jb;PPRp z^)t5PAe2^xA%476Z?)xY0Pra}XG-ysGw`XiHd2=I-CSWVpZPY1C;d8w*)v@WEimRx za2?%OmLO9Bz2xmDgno%r@r$A$Jyo`|r5lsYijwKFbe?w~@+m^O-3h*)J$Qs-zUE*U ze&yG;J*Xs^LTh2+`eW*v02}(;=}S|$M`D*muX69SD!tMNjru7`^_?u1ceWg(xfOxl z;VQyZndDClmyJmnDf7yPZE7q%hMAM!6xs0Fi>6-WiyCf+<=(qcq0oA}P2V*)%$!04 zu|gwINVEmM6t|SDRo&&anySqsJR$7Mi)T5cb5-rZUyx|4jvV)d&`NPts?1oS6P{>v zRBaMNO5fRP+>RxF#Cf~dn=jkx#BK&!Tz_7WxhSii(Iq5j)_O+Cn?kPkT1uszc^lb-oaXfjaQb9*U20laM`fh8O!TRF+5p_=#^!;aP&wVcFo& zi`sh>cL*UEBHqAc#n#Wi>m;+C+iqu)2ZyAU66(;YC(lrka^>NIx#$nxF&w})FkkZO z$VpPJEq_~xGqS25{f_q`y~+Rlt2{(7dc%yHOEvO0V=Pi@QM+^m8-;g-x1-^SCGyk< zh&PYB6RX33*7tgMnu?| z&ogDH5&HNrSq!Jdp8<17&uWFfdG8vuRu=xzL4$cPC$j$O-FmU*=$al6$wBXy4Pvc* zbKLvHZdZf>vW;62mg`s5Wb*2R#(s>mnzz8sDKmMeR9@;jHLR2!PuVWADL)Py8;O?V z;p8Aig2TA^X510YQs&HV(dw@$qrrP~-MjmHkPkk1+#EiVC6}u}l_3dle0=ds)r+>D znEaX9a?|hl{iW3zycb#~ety^(y_&OxQs%R2@rwV!(0ktT5K4fK{7%i3{?;OR2(zoE z9TgFp@B4e#UP~Vb%U=wr;k@WN9rhpLZ9)`$cvrlPGy~g1NR?9#Zn!y#ouHKtZi=nt zZOe^1xDzvY0zAC6_VlYc=7rrUkkra9L+9b>j%0>@wasXL?$0eZUrep*%dIE06wwG7 zdyY+ZtLJkeSK8ljDE60Qtil28!wYX#iwBD5x!K|-{45oG`jI)>QDA(1wJNbD_f4af z*N5bgei`iqPthzSuxm(u9Q;`V4S2c=wq#;gg009WqJ2fC;x=|@R3!89bqMX6fns%E zauF`iB}qm1EX8M&VH^CX6z|i=1!ZaFG%VO7duDb)GINXf8q{53LXSKh3iFbRx2zq` z*ES1y@+Idd@rA=`4dLHNHbq5Wc0n~dt6IPEFEp#*5ApXh4Z96opMWGyeKLV zU6AE@2K!iD48Y`x?RZIokwS`dWC2=z#5Fy$GVQ}av7OS47@5k&AZGD1mUiwT=!cpV zhwrfx13u^>OtEHaNF|sYzFYg2WNYk>EMZlk3VGfKH843a14{xS0m~utnSQJy6hnRa zVhr$thV~3s^xV{ELYd4bzbT-1?by5bS-0vy=uWnOjb18oRruu#2t z%lVMs^{NtYa+JVDP`Tun%)ofxxB3LPU(y54LwiPRDXr{yl{qQH`x={4w{gswbE;X| ziNWBt;%DsUma+3*8X}T2fyQ%mID?1>F^WZvNdZ~mP=(;4WZqk}bTTQ7FiD}EJFi8K zI;?lwdWAHj@O2zA<9mt|@uA6QGv=8c5U2;*VZRw1iJ1mmRh$LGrKI4FDD5WHT6c{-q8%o>1b7cTiUt`Kw4a;fv-E57r;AA z2?^{LN~t)j`=V`gTudo>`@(`(%=N_$X>8h^XSq#EG$~;Tpn!RA6fWGz2Iz(3{qc(o zPrxkgaT~MNK!IC69ffC2PzRR_^V=+rlTPf&I|7av-839~_ivLE zezqzyu8hR2Cw_f2Mcz`+r==tcZsq=LqS08U0lK9V!WSLmW?5nHX47qm(S0;gn>dR4 zYCNnGnzmeo-=pQ3la!fNSd8=aIYpMq!$X+Y;WRR$8lvOnDKD|MZpx8^d`t?Pacuc0&QKV~3X~XfQ?0b~^qj}1T z4YlqBBQP;*KJN&5Itk6vI)c}uo84eFT=|v8k#{$>5A=ke@p7dG4$YAUkjKPzeaOu6 zILgN(cXji!Lfv+=a@pa8nj4hJ$t*71{Ewwaq%Hvzy7wSSDtG~V> z&He0P>mo&?mW4zeAZg@=r^JN3M5z&44j=k8q_^Hm73)Ls7@Wm~)wjLU>^YbcsYVj3 zj?g|JWka&=(kK~POvqsie#|9hMx4PSXkmA;MX1IrHeft(quuq)pfW0h1Dj#gCAuQNM8e50G^oC%;>_s*@a0#60+yC7{o_d5=&wof|c0oWOSD zLxj;J3cL6Q$=G(u@OD8^Dt=QmwsH;8+i!71;VmZk96bzQTG%)n>!`CCDivT_x!=1k z*pjrxa3``;Zx|WagmP2nmtR&Q>g5$>Q0#!M7bq1feN?QSVT99K9y?o?5$s zA`GV?W4ANO5aP#{u+j+@Saz3Ul2sYk4_VoJvz0nHKMqm3G`23oWPYTt=>V_NtgiRS zcd*Bu(;QZ`5+=rHQHE`e`)4QCIYnokeRvDHX5+JYa4fla(PcLl?;jw^*TB{0Wt+xd zdfMvPdbSgBefv*)2noF%Sv0D&v2Im0V5oT=W7pW$PbuphnYjWye?7<5%Ej7#b-4UiIr-j}q}eE~ zfE3=n|dJv{zJM5D$@){I|=EG!=0Rc2e_%+Ra%4|c^M*bNRB&(xbTS^b`l!Uh^ zwOTm8y!qBK6S?L|&Z#(AuqC%sBvu;NOCzM%863{-Qe_+%y=m0ZarvVm4j!+*A4%*; z)XsHlo77;wD5TSC`I&b`B`z+n7sflo6Z4!#+wK0j0X;wd(OT~bt%O%o!j(0^T}cEMx-S1M-*M;;+jw*NFn051A=@eUxh~ko zZDX9NkrHE)idlS=bZ7TNxrFTSQ&MqH#>6*ly5+OXqz1}k{6P+T+_ujb38+Yciuelf z(_gmCpKJ4}5Ghm_#%-wrml$!@Cc zeiGAd0MBq-qew;dJm5vT{GuL<&^eL8sF>nUuOw!n$)>=&;Of?+MY`Onkb) zWt4ZOlRIFDqe0nqP3aNj%w5r-`7IG@_)8ykuIA7d`o1uGd2JT^m7simqMeiR zz$E)a+ZFwy1z{QMvH)%evlbNq@qwHWh!EXw0`;MRfe-iE37Hfz z_oUi(GS_)hp!B>nTEc+Qd^bOK+qpoIe#;$Z%n{78T=vo24 z1$Vgwgb%fIdHL=yxVxn(7EP+mlsar(v$HAqV@&stl!_7}LVSM{%Ap)IK-)w>@S_|u zuGOkv!+sm5i24XXz z9l5mkLDZc+nCe@JcNk#cw8l6uUtMegma=2XFmRl2Sa36JCr+KN5q8INOzx7XPm>lQ zlMpz46)v9bIzg_L=^)J2xhqkJ(Y8tc(Ggg%BBHE-zlj%h(TXy-LN=by5N@d=(~n@M zMv6W>-Sp3)lW1hO;7>RUUMO#^G#xoO*)-$yo%FKcl_DOoLbj>Se6*OonEE>E2-gKR zhbEoOk=Z@!ORb?BZW>pk>amuc40Fwp&}~bos6JKV^2W5i zw?;+oB6NF%fAI~<43v$LbLcJ?3?o!uW7vtZVL!My@K|iq^&W!*>XT7UHY;~@%f0ljuJ_mk>Te}&xdkG?hw6=b|M0E$z*hqP6)<9%nY zowLWG!@b`!CJ(Avpe7loD4LAxg4r8=v7Mm;!N)L^vjie2oBTCk1wT$BQZImTU*|RiR99j zwvzaffD(5hZKFQ>(sJ;#t3v(o>wb0%Srhz#O2aDTfn#B0OT#yU^)-xT9}p^ zDc+M{9%bCKH*m9uv8@j>muvmU#rrCFPS_#Z0|fMNt5H z)BnF zV&vAJx`7A!hCSNt?i!x3S6#YXz1#ii(odiF*8sVkZmV1|UdKRq{IKQesIktw?&c59 zwkB9swLBo;V;EGe1!pDoI~R9EVYcbrAcIUon3wK`ok2-(x4Zq_c=3nXv10+jpvCai z(c}y9LZw*%PRYSO@$^Ht1|(wb4KGr(Vn4Q9r81NbiMtzKpfuYt(>kJxtGL+BBRoxE zK_I;a2EOHYrqsIKzl0GdiH`tb#3GDXwrv{&XJlDcBJ z-SEwbT4i3+ka#Ynw2D>^FsB-Gp2Y-f-N|F)o&pf*tQl?Z`g!vPZWVV!)vZTp;dlsK2qgh1cP--s_k*i6XN!)T{s6b9SvlG?tN1O$XmORjd z&HY>uHnGcziQDTh@g?9d(H5MVdp>7{`0IqKh-tD^(a9MW?iJ_rb|&EWp3iX}YpNe3y$pD~_^F_su;e)5%r9e*I*A3wzFPQua% zW%l*jyhhS6;h6nhAs2l-{Vy*g_^Y-ww75Q=nI&=p$DNuTYb!s# zl?k||Z|7C3GgwTZK&J_(CuZwjPsPcb_xnZ>+XhF{@?tCCm{$@f?-`Z6_c={8R`o-9 z{{eeZEJg_xgz3+B{y~hLQ+Fm>8)akLeq&Z_+qP}nww+2Uwr$(CZQJg1(_{3-chUc0 z@3HZ$HD_ZsITpXK7Miqk)qK61klmk+T$J_!J@`CfE1LvE5QHV{=N8BBmj#vZ@lzEH zl_g5)#Zm2b-s$^etVPO!_@NB{)o8y7T@I%i9B(u)&w!cVaI9! zJ%@WW(|xf37@xlmK=OByHU(ZT)*hp7t0jl6HJpb*P{P`-qo|xP>K#pI;W4^dJv2q1 z_g28esg((#At<0{HXb74LwpaHiQi#Vce~WiQ(emgBHzyujH0ASBBkzcuKvISxP%@{ zZRVK?t?_ZyI(e2die%>q{vaHFH`CZ!mtZ}R8M7ze37bKhQXeg+g?L5Eh=V3+c}*i5 zTj?loYi)7`CHO6TECM)9^oE67`Y7UzLfJ z(o;kS|1BdG>IL=4!!FXTcZ9$rm-2Zzi)RblFo_`40GW+m;`R=@fJ0fJv`RVF_ZG`= z;*SOr^P6*Hrmwt8Jc4&a{2qPV_?soE#at1~n<3K#w!Z(dAK&reh~Pv5Dy{XMsk&&} z4Yt;Vf2_a&TNlznNLejEk$_w?xwnkg5&E*miJm)-z=prZ&YG4Yl%Vy=yb_t=+EMeV zgR7pwIs{o4Ha*2@X>C>*R#s>(vWz3M!~nY7t_^Q`Xe}X zxvl`Ur|536h7EoxLh<}{Wd3<14{4gykzy$;zE=O}@3LGp%Qr-TiGv;L zk7xa7Rq&zJ?8hj4oWMZI`G0_*EfasXX*tt<$jo*?X=g*CPxK7@1o~WzDbtkjAq{dU zA{0aX24Fyh8iu=IE|9B%gUzc+&TlQEQ4ye&xRH_acA?jQNnOksUA-BMwfrqZi5JaD znVod>dfCR-8?n7p^n2I99aSZ_nVE-xw2>a}FlS>SZ)v@%az5Wzxwc2$$(YBVuGj$V zlmSsyeN(sh0#}4;&5;q~*67+XITq*g(fGObsV9;G(sd$e?`GeVo3CO6OS1`Em6@p; z$LQD`$()hIc=uR<5U`@A+3Yo5pDVc}`r#9#mMf4Ar0%b3zTx@4Wtp!D0Ib#Led&uW zN$h0O2K(*(5`);-lMACz?4n!0%L!=LG@uQJzC1mD8J|XRjoNKDlZTb#0N4 zW~>2&Phvi{g&c9bcYEDxU^Ti|8zf(9;ZU^yE&>Fsscu_{`b_Q7N~T3qt0yy?;hZ*E zM^^f!7X|{Vs>(~SjL4_^8~+TpzkomZI)Ktmsbt*S7o3Gz+LIL)lH;lbU;_3ZT_K!vKwVjkRRoF z7O;8|X~U~aSmjh25DK~|dQ{7V@A_Hatts%EZm5F<1wU7bqpn8=C6#u0 z{gNx7xZJetL8XE3S=n55067w?*iIQ4v!T{%K(FT!x~w0#|m{XdCxx z<^E%`=yW=uIaV3kBsgk!Q#D`Tee;fBoS1v~1IRec4;a)i4re#Segx3Zne(C*6@)5N zC-rVZG5(YjqQ$P=8V+Nh=J^=&)yox|LfB$VLBN?=bj zCa0bCES>->t`iDu#~zA;TUgW_2q!WxGeX*jhRuGyIJ18e{deH8rgR zMW3fDaLOngE8J|eQN|A0?mYhr0mFl~-ZPd5pJ=CG*tt4Q_klu41ULIn@_|0;E5s=y z!s%VAer71fxcNSp=~#`{h65i5h)}JgR?T!?(>GSZc3!o|Mgh80rBf`wX9ZtQFs__>YnQ zm_kEaakNjcCRUp6bu#l&ATRX5s*YJKt|q|-e8i89H^D8U-;vm%Y^atKTjW-U!3c(8 zLdAt4Pmoicc;5eeg(jwb*N&RL$9-)HB?$y|&NSRO#QEjz=@Ju18EFTx|2*YZNoCsI z87b7awhd!gSEKZBW+4h!S&*>;T*Jm}(YRh#*RFoh>td4RWquqYX)F5iS=tra(%{49 z=MF^2v{~w+5<*q$vUeZr1gKdI-)3N>(}9!fI~|8t<;yCR(2$>KGlky}fkYf?G^q(0#!}3)=;chJ0$AW=ELV zXmHgX8M$F#eK}a+M}(e4#E=DkA%UX0oKM1T2%8O3qyhVBppF=9e(e2Y&@51Jc_hp; z%4=FNG9l?hP9rlnA&nP-w0FQy)Yfa#99))5OySPTAjfsXWbCn6qJ(3nnKfF69lF~~VNU-xSiLqq5lEeHQ zb3EpxxHY83C`;wE)|CS7u|LBJ_-B#gzt&QMj6am_r(jH0*4)0}d5CU$I_8MoZXoO4?|f;%;1u1IxO zF~(Hjl2f&*_*^N#j2{1jsPe6TRz&@7WXSPJx!>=>Iw60lM`h{eu;O(}!d`(+qi2%i zkt0x#7X2NP#7;AQoQH5_X6fpMjN-~5^B*>PMHJnVWQOB;^9C8I*gBkNk89E%s=Am} z+^$VU7*Q);Cj$Su`@H#c^H#mH2i2sAk~mt%dvwS&VH_HG_f2XMD64yd`#- zPFcz@ypX5r)+|CKyn^$!{xG+EFD)gj`u9R%2~`1nO_~GnJ)5w*sdXQU5>HxYVu+&& z{SpWN*~F(DLKX-pd%l9#=$@*9q7ysw@R`gWP%R!fK~}-n&haz)Z=O zGs9D*>9*9J#we}F4XZcvSq}1lHPp7kdlU4FBv1`r1b6)w<&w`!v~A3zOqS--%UsvK zak2;#bGE<|qte3d>*O$0*g-`T!r6h{-3OYc3ZZL%<$@ptA}c_{5RWr+gzz}-hs}K_ znJcw~>A>T%Shc`ebLx|3K?9{|~e- zBQxj!>t$tTWc{CBRwg#i|9>wlBum!yMh%KcaIiVvE5+xA~SXA=;-M@ZDsI^@?CIVQj4cME&luvyiR~ERS_6JJ= z26YZ!L{foOTwowcAb|xZLTpY#BtitRpkMGOfk|K%LOusd0e!T*%fJxN#QQSuystS2 zbId8#O#g0>H+*m)LIw@7H+L?9W&E%(ZlMGqU#JoA6Tjtoi=FEyr1Oe%=TbJ>> zOM}pdu!4g?>Ih(4$YD<%6L(@lh8BIQ&H?3d1bs;0!au;5-@s6yKYX}A5@=7iPX6Y< z)L`O2a$y`?UTuYh68szs*n42&eL!LEPa=#OF$_RKAwM8ONO}b7???bBJYdH*kgps( zkhVfAxBwm6w^uK{I13J#L$V8S@h>gKEA{kBJd-j9SaUopaS|As(D9qvmyxoReIR3&lIwrsOoP!KNRD?*Bps8SeJirW9 zh0$xZ4`zOpYqx}FX`fcXc|a+UFncb|V1J-)z&bxjVDEz7`hc*S*#A)O`9uC#CI$)s zQEnlFIs|YICYt<~`yGdIe%II10pLeLZh&jsAVGlqzkj~XyhZ8DAW`;T0dKdT=#5KF z4Qz`jAC33D##UAY8Ug_kA*2E#Ixt{BlM^5&MF9bM{%VXteZM&%Z@DV?MahsrU*>C- z${(wJeEz%qzq=bqKwpiifurb_hCn~R4qto$hXkU*KpXR_IFtw>{ZM$3ex;tM1a(QVEf!xPBMv3AsM$P>Zc-u?<>R0QaSlo z#5C|xyl-?xEa_hh%i+syASR-c47tO#iL*U6IH9Y%&qFvFx%tj;w=SMTr!V&OVW@Lg0`jUB%hHZC z$6^%elWY3(8Y5Q(Q!V_i5P0SNv@oc22r5)3hMLo^yng@iklg$oDTa}uP@?WY)O8y4 z!8rZ7K51<2AZLOu2@|b${npZHJlaSNKg`wnH4f0fciIz}bHs z=Z`Bp7~-?nczkCbh>n)guDl!e>$^qIjEn(vcdN|>SeCI+4FD6{QN6c6cxwYnJ?W0z z>@=OtUkfH;fRBN8{HFw6f^y^H&aJc?&gQRSa?e25fl_lxg#ugJ2~|1UcwteaSIgNC%nC(CEJA|C^&?#J%WGM5 zGRgXlKwR&0|B1ibwy2~qUrynFcpjMY*b(ZGP_-Bfsk*$Fe>=?~fs>U=Y3ArqKN$;m z+I}f=Rc~)j6Sm9R5Z+{?4Bs>T*apQY{-s)H4ui!=rMWswm%ZZUF(^lCedUPp1W1r5$Db6T?_J{0a3wwK*m?PU%8B{x@&4ujU&x$XC zz@U_%PO%r{>HY=l==NZi@xsdqLX_|D&?sa>_jwlx)iV@#gTUb!VF z*U0RqmsiIAE_LdOK1t`3S>!)Ki_lZSvXgr|cpS8tAbV;7kvMJH2hCc2SbXWp=ibfg zw)SS{XXdJEr-Lz!D3qsPREmD--KBJ3uR!a2$hPM@Ku<%c6X%?6Qy6CS#qG@_mkiPW z-1q6L(dYE*-3~Y!Mm`1>&u$QPdnZM8V;Y5d8BRn8_h)lTE1-zBVpldhZ*I6p)f>T+ z4C2e|u?(Ebl@HZ8*oyspJL_Axbmn3j8b;E@%N3*RAEK3`F&OWckbX&@3wJzgsNS%H z_&$O^?pHZwirAgxT{eG4b<>_ke;JCG>x)@eD(Jj($&Uz8?+{tTfoac4x-P!wy(CP2 zJ)8;VaB!I3)SaRm_{!?ftsF?Dhp7J2)trlTer92K-(H3OF`726&IzPLFK~mwDbkj! z`$f2V{BMpHxvyTl^H+BJD+FR0B=Cz}p4#~4IT59`H*eOAJ^oVlOYo>QZS0ThK!8`* zu91?#PxWy^oIBFmyqa7Z-b@-%L+WFfUMih0NTG9i6gnR5zTT;p(+LZa$qEANuyJJy z`+0rer%eyWhh#eJ{U1gDpW%=;=Is5M0!rT$&D{T*>F?6J_f1H^$7%yg&zF^<*cb>; zOm4V#obR*pF30*DJA}+|T%(`+mYyo(MVD`o9rlQ=nSSA3@88`+WY#R7RiFoJ1QZa!@r|9W0EHAQvdBQ?Cz zW5v5Bdv)iC@EOo!SIbWmKS;x*n?u7fK-0^m+*nTm##JVLNDnI>V?#+}sK{N;B0b0_ z;~}7Yw?wfKhmTRwu_c}UO7nyvCViFL;1@)_=>r*Oy}T#W`IKQMX9}&kHr(F0h~Wzk7tA6ldc@=oS(*M_29sj!H|_er=hEAZI=f-XW9N^;1# zhGgU4Tg(keBg@xGZ4OaiIfbee*LqRdFX$8xMYyQs`+$Emr*x1?HWUGQjwN0Bh8V^2_*{s3Yj++?alwq}sqs-gE%zo9hYF#oLvato zVA|nc@HfP`&loG!M$)QkiL5Y2rO<GRd;~ofciDpj6c*XyN0IBn3ekU7nUd ze7Ro!W2{96sSG(LzD%XMy;A`{YL-e@%9)pBkgYmgi}KT_8X?i?OCV!Eg8uMiv=v4A z#V*JUjsCqdck|>`Nm4p}Dst;`f3@nPsA7_ApG+JKRfYDaPK8NI(B!evNMf;a-hjBj zd;Z>bII!&OARR??>T<1oP>1ZW25U!cB}UMO_2$r`lK%nPRNba2)626uxwLr9=i|T5 z)+`4iNsEbVxTB0Pf zgSBS0B^#P-yj#*R&+yhHaxn~c-97!)+|pxY*c*cE9@9}3R}3qm?-T@FREt5=Rr%)$ zbyTKH74~=2HtZX}^h`>saq1HVTZi|^c(O~H{q5mZls37H;KA*VIw|2aN8RQAs;e*r zvQ8$gI{AK;hFn4#=-fE&64MGT1S`OwjnU>wMleW;NuGxqEY`WRFuqZ zQV#_Qyp?9~9Xb=H>YLSoh4$&^h9WM9)f{a+I5G7#LnhK-ogxD&nhl8hGrnu;Y$d}% zGZf37=7r45LzajGh?z6IhOtQt&_Tp0*w%U^o&{v##;;2ZjzqT~GrH{(vrKhAwaTLG zW1SY(pGIlw#sYfb++0Ql3E#LuTujfDlKfT5XCU6%*v;w(7XV6&R=I(739QFW*6a1W@zvgO+*Creig6HI5@T`)>N%l+WneAD-I%01wft#8D zsJ&d-UA$wl@>3H;ACpoHoMZcWd1BwydV{C!1H%fU3JVjY!!oLD?7J(UTpji9)fF~DraJ{}>lmQ{2uq=30WpE{l4D%`nP1f?X(p~(HFvbF0Mt>#)M#0vNBd#69u zucKTgRPl+v^_iEzP;-pSkfN)QDS84_O6;MFXgq9#R*C4Wd z>FVy=yb=beC%%|1b(0gC-npiE)Si}?wu}<;)h$k0FD*A}ync)S!E$GJf-&6CP*D>M z;RNDeN2sOJQpt~NVq$YfXeA^+>K9uO%CclVH_#U++5gZ`jO6Ae*Q%=22?)ioFOcH% zdt94MCF8;%3yD6@&g%o0wy%A0uGaOU8RH6DZS?DM{OV<^>#XL$cZn?aHNkaM!6{TY zVkZrq=(Qj`%uv1IMG|{C-J%;!*|uDZHtq#B$7fK-OuGnsV`Nqtrv-H>k0JFj}p;{s3;2l_gCL z-|42rna5N&i+)D+7z3$4sS6*~qVY!XqxO1mnS4C&5EVOm>L!f@w9(}ng#D8Ovcr(U zbFyp4)fiWN<&C2->lEMGltQke%uB}$Yi($0KPbHDu62+vz6|t6*T=HNSMsWPLpV-* zM#FISD|F6`&YX0baxHBfX97n-u0sm}U5Q3R0Hv^seKm1)lsKY*?Avvc;#f*u=M`_* z1#t{S#q272zs!tMR4(mxopIrp$XeY<&t$02G*a9~4tUHTRM!N-{`(lYq!Edu!zBtw z-M{O_S-Lug<5PoRG$Q$}HoO)E=9ri74;R;)O6Ex2@E$-NU6+Z>O1K~TLbh$i%g;x zi_I!3?i_mSYhF0m*+Pt_PSl|RPwn)92v_cMGL?`wBYKYD;coUd*I!4wi)U^=8w^mO znYPYP=Yl2D*Y~REUIbG7&5%*dIkJY);TbTy#UM{fC+<%w^{hE2l}mczSni<2X<{JW zat>pyE%SQsd$4Sqsn>-8VR+dtLsJ<{DURwM#|I_`4)=3JbFmLu?C*@HvnxFXV8pZonKCEE?X=qGK!z!aNJZ#I zWRjKhBvYVH+w0}5i!b+Lut5}+%(bOO)weUxdDEgSC&L}K_cl4-Pp^-gR#&j1`&_*w zvQOXx-}Nd$T%Br*km#uB>qXhhjaPKmNr*3qIQYT7d}@Ib6f^V^sx?o(eRLB zgjCv;z%TW?^4;0QLU&4`K1KVEyFEAC6Q`$4`|m>yWOK#pOr^x`T4u(Uzol<%gPhC4 zszK~|xR-7e?o50QlgF_3=L=o$pX0Vb8PL9PD^;2B$lxtaKMMG=+aVN&w2$vNFm6jN zqmc4iHWc(CMaVB1r=R<^TNBuWCl=x+9(7eA%}48`GHBO89I_v3WV%1eV~$%qb9Z$* zWy@LFoyffT901fbo#`la?9X8CF%$jBDbi`bhzq|tbeja;UFMFcxp}ky>a-J=s#}ji zipz0!F?z-yI1gw=pCt$F1_w5_tIpltn$y0KdO>kB6x7cBH+FJ-#}^HgB*89;^Xzs3 z(+X_V@mChaVvtai#IXBJWhYYiY3KVRUVq`4p5+y{*)y>7sc*q$Y`p1oQ!sDZ#q(3_ z{RdJ_KtgNZ?P$E;*zrzS=yg}u@7NR;OAbCmcI$G7mh25R`xE+1$#~%>Tdep|V4)wl zo^dB9f2Mk|z#xWwZ@}E_J*W92uStGRWYJoEr=EINtm{NB!}PDdOJy#?J3K-`47)0~ zZ$2D(s{X6Xh<8df-0CY|UwCqRQ3fmdD{2&|i)mL>uE6lTOF1VQqxh&D_)*aU5>-Sm zjGKrAN>!cfBbkj(@+;gMjy+8xpkY0iqBc#$I9$s*5^d1tso`hQM5@^xA-Yu}eHnIi zdOand{@eXIufFX-^Vf~+jrq;%(9FA`QUBV)lZRXP5gT$UkKaFaHXF?wRd?~5T+ue5 z;WH&HqHRb~Vz4-^D@M*6LA1FGdeNtM0JtBLSB!n_9w{zIJ7$6}I&Di=dZWmW<6m&3 zPVu#X?4~=bp7+=Sh5R$R6T!tI2K}?fRWT4)ar?=K`5i*x5SXN zW7K^s$13rFpb!g;+0cP1Bc_P%eT%$PGrT8g#rcU3+(=!Ff$|-;n`cBL@xbH{^3!SJ z7w9T$R|jLUUQN(0nww=Jgm+%96Z*)~!7R-Nqzsi@pT!JqFEip$ zAygrS(Ya6v8nAB?cp7`Tj{_gt2Q>spM_&+)Wq6$|LL0Xi7j(M@i_pKes@vmBA{h%M zyX=OP#B@)SOIcc_Fq59L|DL&mmR-LF;NXmQn5AfhSG%(KTUcSQGVdVF-fJ~4Ml*ZV zt7PR!c!U}b=o>|3I*zlBzpkXa5HjV^b|kO7-6zVmn4Br>XQ~ya_J77tfwhp&lV}l@4pIb>dDYdV78?;VN7lF^(`XH>elAsW~F#F+tyQ{ z7PKheN@8Po>q;)xSStaURd^$>QW)o=>EuZ2FJ@d*Vv&;d~w{SFaNk=oNfu{})rM*9udrS6^jur%IU>kHcp2KOsVvGY_J`{=C{ zi;lY>zJ-DcKZ&p6lV z&>m2;X;6tyGYfe20x4$`xDpc3l5Ccav9O|0;V6=FUs$vUZ;-g*Y&}sJUsy+xX?sv{ zKj9X7rpi`@#54foQQcgeI8Q%JkNnH6%Jh7#IJ8xxv9Q#EY`_JrhK?oU3~yOR$Feav zbk_gJ)8cT7laIG0#94m4{!}p(>)yd-HZ~!Dp-<*8y>efhsO00-hCTPItk$NIA3MvG zC)9Br62;5*E-w9hiuZb_>qjthqVVt_pG|~k^f&SZW>(8?+fUk@z8m)z(&8jhCtE=M zLNG1-rbJiX98;B4CzqJ(pX>x?y9962`G<=Eu^?@&6&5`W3gCj@Q~Ha+CL1Atb3mMH z;%)zhR9nK!E&12aNb@=qA-Yso)sW%kdZo z*Xk=PLXRt~fkTm&}rf|;`Tts zm#WdWEM_8bO)!1W<`MDXpsg8AKQ^p)LQ87fak3gsYS13i?9In=es)KW!Th%#r(EFO zSBL@jkNU^fp?ns2i5Sl#0nn01lh+Qu9w;{1NEr@BDm<3M-G~dVPwSE-*2-=jL}P-c z6-NM7S^>KM8q}~K-k*%@rS+s|s_{|fLY3DJ87%o;ifd(;7yQU}=@UT1I2loIACvbe zhx-{N@x*evSME_5^&_U>kGgTw!%E~(Bfr;nTht>HIw$IZ9Dui%+rPTYQLi`VFoEmW z@mj1lj*xX*;ak-4ZxOY;IFW{XNNvD#p{Vg&CJgM-B$n06hN&i32G{RdWSc5~LI>*Px`#aD;AUDEVykQ|Lwr z3P!+VgLwuNELPC}y2D9^7AD>;)BSlt&IF!-*!cJeO8EDI7`f|6z)T>(DbqQ%1Fv(` zz|z-2SPTfE*47VumFA$eIJq|;8yh;>+w1?WbJq9a(T1L<1KA;&(*$s>L0_H0ut9#= zVddGFLH<-SW3X5Sl%Nlt(|1Bl4XjU3A;WnvtqBPjlr1WUz%JokL3wE5 z{}R*uh#G)=b+ZGpVYK*{esX`f6GJ`8*I`3}H8!#bdkN&F0>MVmV&xH6j~!gyOo1^3 zXZ(_9taJ6}98Bv>6SkPy=R)~Yvx7=Rmjh4b;CyxRQY4TJ?W{)*LmPc|imvQh=D2CX zSkVDDHi8OgXV3YqQb0R`1?RME2S3*)HwO-E<>~o@!a^-=9k`>O(7jY?DMSRrYREm< zPb5QM^Rr3UF$cgxfj!(g0{0;R)p3tSJ-d6!B6{BeC^qdMl_B}`UKqRshLuqb01@DC z=aAEr<5TEx4sI^MpB~?f_q$NBvG4{6z?`5vL9|2)O}{4oOu@821M=awP>zsTK)Fq$ z5I{daU!UV=l6of$W!0npXZ|y3s$!yY((-}#wQ;}KsF>mHpk4nsIe@0FbOe9^6qo_w z$%uQ8yP7J~g#PNlU-D&mOCS(?pOtH+x*zKOHU7E$+q?fEGT&}>Ch92WgMeLr=i7)9 zV4=J|j6VIYs3V`xK zM`lOE?hU`NM4cGC^5a0%H3%5a$P)#WzW4xPFo-wpQcS>t)m8kkeGB^V0I4ca&Gy0$ zi!~M;=vOY{(6&R*VAg|I1+77)G_-@XKC@rDC9^)B?6@};(0=+%_5(G1`Ny4&%w*?l zcMuVFHh|fns_%3kmf8{My09wV+g9y-nQorHO>;+uFx{4W)SPMZcGIRAdKaVE;3#tn zXS_36e=|VV)6>EJ0-uI+pKJ{u|B;(HB1!kbBgvTE=Z+($|CW7uWq-`EM$fpC+YV6) z`KXmdqH`E2vFsXpO*)3g=$7IWF>J1jX*lH{Gsngk%cC7nUc|or@PBB?Q8*J!7ues~oW``)M8CYlexc~+$mkss+6FPoN&#Y*LfnFjF+EB0SM_T{~GBIVc3 zibM3g{B?qRbL?h)_@)^}<6+_Qv;Dqm&;XEQy2lm|7G01KzTKcwrT251a-4b+C#3NH)C+1(|1 zTe`WNywY=kzR+QBwN{&Pv2hIINFHq^UF*jU!J0`w(0$Dv&XKP<%L1}$yb?%E+Y#Ht zWvfH2m$9iN{jH2TcGmzli|<(YE)zwX{PHhuNXstSrXq_V@9?j*Y}xO$^;ukitTIC1 z^#R|0`VxZ!yV$c3nqPtk6*YGg1iacdY0IG^vK;r%BW2BzD6J-H;WP%OmTA5& zh$g1SRus=*s-upnKRjPah=}HQ1f%Lr;AAi%f6Z9zNadUE zy`Fr{gXf&(nzk0n*vH~UmDbaSG0(5wCU_0aFqKX)C=3-7-{oo>Psmmk9qY-{yLn=g zmp1ND+^-@S$G^6XOc{#4*!1t*Z%p$&QSaSxYkN8pURV;HC-F5K?l8MQJI-&_J>_Zt zp%g09Zd;;Jt22A<{GNp2dUII~jK}&gDZa4A!GPv2jKK{zZt$o(Zk&E_|(ygx+0q=yg$FKn+hSQ&k13{dK{K{AzB_+$ zfsP^=%SKApt@A^b?MSmZn`A|KaZiR3B2Od9bK>r=KUqYYnLlbctl?5i5)>NANF`$P zZ2X6lTV}eHU&EIeYl!SgR6`aM=U*&ht+3_G0Va>HsbYC3r{C*YW7E8fjLJ+yzU<-| z>5HME#Icj7cBJ_aSAL}nfZDj{cO(Bj=Vdo!9f}y}WBINd3NN=l?pM8mJjkOPXp!Rg zYMe2iE;``DUGb^Us5nR2X?RfFPtMRvLcC6|$x=hsiRq>n9GCum3oXi72oFqW)A%g@ zzBs}y{svkd;GdsDH??%O zUUA|xCpm$cX>F1-Eblz!3Gj0z`La@}A44jw6`jjStxGsCE%&D?1%1-mB}hsCbihk$ zd+kD2?|Pwj;t|19&z{R!sPKiy#x?G>*6ueUxhjx8|8iQ_mS%F|t@h!IGW?3j_kS0k zjj8C|9=*a5U-(wnR_scy>LAGosrBGm4j$Ijz0+&cy=;KgdB2FU5MKt_2#Tq#A|?9d z$Mx#yOE<{?A%pM+w*g3=x(^-kQKRiw)Mu}35!FEU*sk^nU}XoF*=MsLd_B-&;eQ4p zO}|P=enPC*wY9V08iQ~98TAs&@IweKh=R7JKohbGn0|XS^7P^d;>3bqC_-%U%V3iq?Op5m3?&?agkC zEVxx73xSXJn*g`Au8z$QpR*bNNuzM@Oahz*kkzhoh`NS;m2wL3Zvs|5F2!)&6m2QJ zYH5oxoi+tM+U#<&r)c9P!4x?^?A6%dm1hcv}GCESj`>6k0i&jF4 zPKQkMnFubFGFPOX!2M7wokCT+E#>m9@);*3DatZ$Slw}CgK>y)F7#I`dAeq=W1Rh; z^%AJdkh+Gut~YgJ55MJVRrL-oOAb=Jj>P&jjIWm0rCISt?lK`^{i74wG@(zi-61G) zT*G`xheO{JWoTP?sRuAHAOr?+wo%P5CLWtI_!>8H7%!c=GQ8(xBskZBkPG^ zfraC&C;m0BFyM;R-<7nCury!?jNKLO#d6J!8pKi&m1xIsSvU8EX#>x!u3(-?rwmU7efPHHL8FOu?QZmPuMr?-YN=k$Wi1o)$cv~f= zw)^_DUuj^`DR*O>OhtcxL56H?5JcWfJ7dBcWg6JNh!Z!1Hjx?JdbV}UQM6OlFa@j8 zb_&1Hld0FtSN-=%+Ci0=zq@#(vy8If@b57ex3}J9(VY|uTdTqhLyeRz*J}>IW`xXR zZ{&eYXLL8;5bZ_1?~EooB;OZx8!fRJIr}#!s;wOL%Uy0bZw8g>Xd5lx50S;5<69hE zXk@ygo*oWm@5=>s!p0CYS4E^pm9Mf|iLY5D>#CIdi<{c0nlW*Q6tSB(%Ir4G((k;D z9kM0$@*BzwwY4k^LRdz&mV;x0&6axZHo{~waUuy;E$Gj;Nx+k zy-!QZUGt@RHG?W}R$rlNP)er$8Nr`U-r2g7KM_r^Cy@!-Z0k|;NFX4OY2~dF&MpU6 zgN|JRFBT_{Dh20gx9`{=szw33$Ne;9(9?n4yc3#M_BL#jufnd*3g5Pybk95@4Q$e4 zY5dfGw-1p!m~N}E)F%U@&HnA?5rVOlMnte!^m>?U(-{jSveFR=EMKRo2kD%|xJay) zu_=cHWAG3DSEQ@a^jooI^jvhxLBL6dJ506~M-$JU?qxFg8`0S?qKKSNJR7jjrsht< z<-z!^HQ7Qd@LD#UmgNL*e@Iqpbvx5)kQ=$-+g$LwA{>ARbxOou))-a3^MK%N5C=6+@3nHe1&{0uo4sd95kN@*FZAxzXQ)j>^34by68J z(GWTPGpnm#(gCw5t7f&Yc)HJkLh*9-g7f4a`yeJc!gMRtyk?T&gf=fvLJ=-itPV&K zeSr+O6eK1khmwVOtf99Tu*(2B%vm|?*q23;hQRh|ILuR@_MR(aJ93cF9*tMYl&XeM z{5}C<8WO~lAXdZm*8ZCRwEBEGG5Z`@j%wmujNw=~o&Y5pvJB0x#&FDPe3PPN%2nFE zT75bsemsTs-5LqEzjyEV?qDS&@L^9$zgzTnLmsogpe{n|BX=EcM?nve=bT!0aqw$8 zsJy(bH`M&NP12>r^vJr&M(0CkAcia6f}4{D%s-MO?vR;B(}^3kuYyr1mLj}%uE!+% zR1W&6b_6DC;H5$dRaMvs@retdTO-|M$_py{{{^Jna1X6wqf+P3*DUF7y4}apdw?4w zLQCpl(1Y7sXeCI9iAFDObTt(2WVvf3d8{h9!Y(Z8%+yck7Hp(26=jVkJ3Ys2H*{6? zDs{(IuB;HHm&I1y5`U0tnE2T_+Fhn&+L%SVd}31jUsmX1O+OYdB~Yb(SEL=ikQ1-- z5~}O^mz*Bm>ogPy_9O1Yw#k5z7K)W>?O2`;9Q+m35XVsxw8IS)%1tb*0<1R2 zSq2jHe)UQa`%X0ahTGU?n2Q9(=U>*Whp?^qnR@RAL;aS~!?h0q@|7_PaKqgvpMs*z zGI`lQ^InO@MA4P@C!2GNu%wT-od+FTv#*Gn9Ql^8liB@mD{={og95fN7;W0Y>0dv% zOGKYunYS%puBp`^d&o1xraOf1aJigYwIGmL6)f6KqIfK4s_VsPtAwtw9B|WIai-Pxq;GD(+ds-;F`pwX-t8mY-0V}(mxW3AIQ%7^e=0}BG>mfV z#GQi^e^|i;kuxn(E6bn2PugS?{wdu)ZWIUj4SBQTUL|1q`9x6-zUmL}oU%m6=}mO% zF#z9?bzYj6$((F!?^=5_Ao%1vUCJkVsbfTzwuTzgfU-L{Wap+HblN`05npKg=%%^- z6-wyuN=@w(O{Zqxe9T@6k`P+8&m@`7ilj6FTvO?wohjt0=>h)-$Z^?fb$TzM@I*lq z9{73ZUgaFn9Otli8)2oJooKU=zN7Ff0`Pg7VvcUtfuv1b>4Z~3L9K|P@M)*)cN;I{>z4O$NLeS) z^_0w~xcTXF*#Bq;>aqwARsJTmMRsKpPQetRlH6oM=tmMZVJLAi+z0o7ugvzX4cw@? z0Xwid@7e{(FLYD%P_&(f8;sv|f1#ScT7j0NSF1iq*x4y{UAMriGx51k3HCNYm$GAL zbAGa+W*L?s_uZSJJ&hyD36{!wvUNGkd?H6+Kv{*=EobM;TSIm^vN2lD9&Qw+3!5VVe`ix6aM@P7R@t<0lpWXR7sL?$wD6I_hl{>8AR5 zQtmC38hOO}FH_)Ip#A{1^9PweyogN}>Phiu&qkHpClwYDHekm!jm6eM!MTyLUj8P9 z?sLmYSxl1RS1tvk-@HQoOd~60>**)ur);lq*f;=&X6h!`dI-D3RYVv+#UJL2x6@+9 z?zpYtJRMs6&PF6aMC=(XY}76VYCQmgY{cc!*&m+w=L|%DOfbLdx#*?SZ-J+yBe(Uv zWx>!Srh9|!>-BJo=bSc@w;jYwGk8{Gm|hnAVt_fLR`$9@N+)#Z-+HNUJKmpEq1x~z z7|P&CqfMvba+ml5Bj49V%K4O?11qp-e0@>L-V@Vyz337{(8v%aGo%FZnkZPJ)tq0P zH9axW$K@;&;9tu!6}-DZu~_- zTXO2PMk0yZvlFUNzwI!2B)0*~`W!m%;hOUiX`! zyZd@#_0rCcqIzmpbaj&My@u`?IMDel17(e6zn!Z1Yd(M2r{57$R?m`K(FlJG$BpY* zU->Jxjk16MuUIF|eUQrjJVL!n?vd$}rPG$R{>U|R<86UU@`%Jo*^YB~P#!-_3R{`i z2Idb`xEj{~VeFh@L*+Znfq`a?qj9iDwV3_ zU*Gx`P>g3o1@7pQP8J9EEm(Q8OGjqD?r4o$85r8CkTcs;4yZ7-%K?&k330q6~h?v8jo>jpInQlS!~FELi*x}F8=OyOU- zVI{d}nPM2%>@5xTe%q4mpV9@_GgQ6B>{ixj!*TXS5@(rWiudBocw?ehge9vUT7G0< z9hjY<)E8j2X7Q~3Y3z`kBuNV&XZ#xBe~-SogfSPl?E)!1_7+a~0RSsp{k@arGil$ZzA*dU20gjO(ASuP{$u zrMd0$b)apPr*R3NMk}qtJI3g1V#3q;Gd)OJ_cn#cT6BlS5-DgZI&qYN-+#CvdDBDb z#o(<+@L{iM1MRvZ`BiZozIg`9{rQ)2Lx5jWzmv8Kgd>ohV0$Za_GV{>e@>d1!f@)q zeyn>{9T-gV0Mio>*v+Z!=5%zWgJ`C@8xIvo-c9PwtC-fp^R$vXS)-(?TNcl2Oj-J83ryJxap+S;-D(d)I1$1k>Bk9L;w;M;IR+e)F@?A{Nf_}5vQC(g%g+%R)J?+Y-;{?^WEdYqYMw(4`zhIRn(4q@j z{uyp6$2ovo0-U!MRW-0n463%Z67S@O{TQQpg;!_CN>+%%pr^H(9 zC0LZmyeiHORKyhND)hK&t&G4F_#k{#wq`b$x7-J1nDk-L*hJ^86Rb9QfFhX`lIcd@ zLj!;Fn?w;B#pZ>usD4{dxFqVSLz3nQKEabQse2yI1rv9skAk;Vr+d!7*lsYHnd)_t z0yw9|E8bjW3#&@)PsQL?sZvw$oF>$4BT&I&A!5kB)v`P|n21+tuo{Wl2Q2@xlP2(! zc&(MkptP*bK`Kx_&wAem5}lyjw1C2bads~aBX|TQ-#MQmbE~}^o-4bWNn)P{G#(%# z2c6I)YG710`io$L-Jm`*bYRAX6UYk7S7REeQ)@~HF{B0g>!Av*#W8rgN@p((CYLNr zezWsfV0=jj^5o0*Kv8dA>Ies~Ze0nPab3qXxQbPpoF<>N$@nX&V{W9G>}V-7yxE_B zW7R2SVyfK=hk&06yOQMTy^Kap4z-Xpj!&@^$MGFcYo6QkT_l{&LoB#q-((~upj_P% z-=gZ~Yx|g>(-!$5@Ava`h}{Z?-ZYxoT`G3;v=Z`-ZEWj-G4ZUtP&w6If(j3-ieZR$ zV3H)mJ6YuxRSum<>2V2;?COENu3;yq_jM|OYZKHkX&ZC|iL&^Ht+dV=tJBWF?-Sq+J_bd}f9NI|V@E+R=) z(AP#~D8N};7jFd!wVpCX8N2DVvVIZpx_OdaVg0o!Fj))gTY(E}4(C8Cmb5~r=J4rl zT<~ZnjH*hRXf~UsifSC@1girlqh+i=y`hyI5}1&F37&{T>LxX{Pt&A3uH(2EX;C0R zw41Wte_!N2Gx^u!q8>K+x2lDeP%_hVC4dFyI9`5^*Qx}D#pKASYcO)>J}7@}&_7g1 zBL1ag8%7k;>B+Hrp2{XC$`UMW>|lqDTTju{`fbL~E^NUE;qq86KW)zjl2(UOnd?Rl z7eI}F!vl|x$1`rILigIbp)?LIkrNJiwX`UiYCOidu_xQT=2ZD)bwezr{L;X4&-=rC zOP0;G6YY5Q$90rjzj9^|cOZW4-q{=w9)ZVh$Ro$GMw8&=>cVl!m4-DmIzetY#(h}1 zH_V9rQ}N6$BxgWv2+lPPd8{HZF<;B|dN+6s_OHxS z`ZZ8gvzzR$z^V@MTRp*XpWV|2@Ujeu7|0ocAg=WCuBBGQ{MDHGMsTUdTD~GcA_@nC z)SYHKbEDev>z|NeK0B1+)$hz;5ineVq}jP*&FbD9=%(DG8dybc^`cS}vcORU53gO` zo*L5UAR%K4wuD61DY-;7ctLS{R3lHk2AOIAmb{aFrD?T2$$}jfQTKC}uFjy>(eu)2 z0`|A_I;M&TTzUAwOS>gIO}(Y5&7+JPyaFs$_zJ({sUjGO$lDFXhd_|O*5YrlFb^qn zW#(vg=4-oSBmpI|mgW|>@~YaXG!zY?Tc2(E(N+1U;xyLFWZhsjDy?-3#Gx42cutx$ zzr1&h4#OeNEBHRti@-wp6#-4h4m4C`|3d*iowjdxU@r9&hedJf=Y0#1=9K$Z?RMj} zRva)~BQk}M|k@&yoTyHkUl%71;62u z{_=^b!Wb#MyR~as@{GE*km|QrTEc3LQ!kgt%c;ey!_r(`k?m4L)ts(Qm)9 zUEX?m+x%eKLIkV}D0Pd&!rZ6qvR`PZ@>ZC9$)41;I^^IZH*Dn-9QiCVAN z?LMUoUvV-9<~2lr7a?_+6LRJ>^PL zLIMW?aO}nHSEaeJZqe z7KlQrS34fo2Sy@i`?w?duTwhP6|#H~lJ1+O0w*t-&Yi_|1T60hs$nu`){dS3KFCUz zgk3l(ZZ%CG+NK>@*)DOLKPyXiESfhHn@2&O<^Rp-L-;va4+%agN9$U9+LQme%O+R% zOsfGtNAR@*o>Cv)tp}9 zof9`$iGA8Upx|&JD_%d^r)2}la6@9@^Q1u*Rbivpk$B!~vi<90QCp^4U%C(aw=>!h zUA|cg`Z%Efwi7tc!{Wd(V!|Qd7+l;f9muQG#~r z%SRmzpxt9LinmE1(le4_pA2|S?+9XHPCgn$y2}doe`my-)3*%JD_0&Su7x2sJE&%ufH*fB&ajkb zS(B_IsBSd}txi`O6QmOJ&{^89xK!FgqlexLBSY}lbuOQ&ywRY#+>&uXnr2cjn5fQ4 z)mxi}TG%{A+NKJ^m7`R^-_dNaJ^G6$MH(`(oSup561yx*vDCJxEhI<3CL|t0U03c4 zUSlU+bDdplm$A@%FPPl5{hpZNJQ8es^0nxrY-l59WeO^;@}cI}{N$ zhyB?}?@o$WmU4fP!4y5y-877QN}~f=w>=E|I;dyuyur!91T-JQt7;igSr&*lu*l(N4JieTvlp&9q_>UW`G4VE&}L zgvnp~hQIAv46p(O*qkHs;B@4wh^u7lDJDf`nNEFYhF(RD9#t657c2(ekzuBi5snLA zkhmlL5_+2b0B3uo7a2UCN!WO}eOEIxXPv=NqtO;(!O2OhJ)^w2-8*N6Wc>rgn4@YD zb(V7=1+~|2E2&e@hW+$RfuP;~pk*T!GyzDuVOrspr!quWnHU~?wezy-u@$vsYm(nK zO49QKb(TFz6z%D&N@;$fRCfHKHulLor8+Wud(^e%|LDL#9_Ik?*RQW5`2|f_N~iwr zX0@_{cBjF?xyb13V9|+|SIT1ck#v}h0enHrbq6aNEQBNwJzO_asU-*XGC3=nxC{Qo z@M3PYVO*iGZ|n}Q5U4SIlE-eb*N9|rAYKrGs(DzbWI-35V~kRb`2m^0;$lT-=jf$y z(1|+XGX;4O>gY>RGvXXD->{O$3*?Z11nKaRzB8XMO#GH6qXV9Io7%)ry7Q~)ANW|7 zALTLK!_`0soMg1oWWVw|DbfqwXtHNg7}SD)Ic=w=5pZkqb$Dbv8sdy0#;x%_ID3wY2C zRJV_2kHUe*mPT5sMKxfImjW7VYZ?@V^`%#>5C@z^J7YC8;<07>P}3P{Dt zgRN{HP*YP2{j^_pbew;KC%rkbJ-Bix)LLGZGSb?0ibv*!SKU~z9=j}r zmL5X`R=DfJ=oP7PvymdD?G=IEn|I@wexOM=bN%T$q!xh{YeCT)36sm;H{us1mFD-5dgq$eYphn zwlTo*Q<*^kdpBVjmX?7r+y(V~BA>o7Zh^loU!MO{M-cqg0bBF#Zlt%0fISym_R&S2N=KgbQu}&*#`HVwVZwon)LC6KC#@U;?_JLjRT3>!sbc)Hf zBUQ+0KAk_u45z^Oq0Q^MXc(b~JE_zlkO<&@0`b41j8R|!kfTGgN9tD0b?AFd%1`Lw zLwuB7&=;UqJxN~>L2ZIm{CEJ{T6z#);a35Fpl`)H*)U->j9nO~KR`Hy)p8hPJq3n( zp%eI+%x)kkptXSdq2w?CU+MEeB3wY7~D0!R)J@1`ik439N50zc17!EL>O^FHxIj%T`%AK$EA*F9(f;I}hs zV0JKugaFq*$eU;+aQ6M4kUu%*-y26iBiFj}-{}57E__&gcz8Wcn>~v^F=&^NPXa$h zBezT7VSC+tI1PZcKWt5bpX#b!q0EaT4?Rum;tVF>iTc%eKJ19+Re&ObnNhjoCOx_z2DiaFmTm%LG< z19sj>hbY)kjMDvv>8zDyOWSmnsAmvdVb|%b*nCY6dyV!@n>X1#3J{10xo)*y)#mE; z2j^2b6ct%4@$O159d1GWODykzJ)F^m)Lw{=st5#meAf&=Vd5JU-PZ7E1tJbeMx;|N zgfcWa_F`WCd1r~1WyBYs+XXTg4{+fWH)7iGO|5J~w7ms`1GD@n)k>~JoRA4fwSmdi zatxfEQb{P9JvrZn<#m%rc3C%d)uXRxAO8CJghy_t6`bLx1Cb)iP3K*uO+C~Q$r>a; z^J1rN3S0E0Tt79JvBLoBZhcC)=Bvu8J>GsM?qHg8y?woYY_yQt8{H1nW`?PtlE9#2 zBeZ-VehhnO9+qeRK9&Dc+!-8hTgVMHyn?nVaQvN8NofS@e#ej4nL5bv$8SV@k%pv}8XD?8Llnbj z8ivecGgaz$o0(S&@pnMLtMY`HtNl;icf5=>OipNufl5=4R_5E1(Q@$1WT8$gX8?Cs ziOLad6!>2gI-zBpjggQgML+e4j4C2xiWnEx;5ojB(rFacDeF7|E1)!98DO%^^Fu6#K4;pU`e(ah_#>jYf`xn;ZPE2u zs0y2+SSlQT4=fhNy(o>J%8AsGORsrOqL0ERI@&>mk8V?7u6G6bMocI;ZhKN8s6UGqgLLl0go7Ydj20;Z0G&dgDv1+T5sTv6+#Qq zV|&>SQ11%T^-iJoy~Il$EUi*glM-`iiPw!R)zCnH5S2%`$s`qNBK+{gqSeabgSdvj z2F@L!)2{BQEbMYWwH*2nhQ-w5f0v&(mNsNcsNtUf?57rT+I3X*D9msbT=B$C#vrmo zQye{AYSiQ8xq2Ql^ETw%R)3zC|4m`q&#%GXjgFZ}GOiVjz z%a%SfqAdB}K>i3sq*OWnYir8W7C-NzwCzStbm!0^*IBp%DOx;4z;_14JxzDh+H=>Q zq^6}>Wz_2MR2!_zTn|@^XOUTKT$R?W@kiZ(!JAHL8ThfvIz*6F|6S-F>Ig%ok!YVv z7Lyl9e5Knqci0QTM=otbD7l;~a`RQDld>DdE7~$vlG8R(wy+vGy(MbHsgd3Bb@C@j zx-LBV((ajI3dx8ftCt@=zXW~HRN~`aIc&$ZxWG*B8>O!Q+uEWla^76`CX}6tR@Ryh zcv}EJ{?hx^4OQA5xUFAR3+J&qYrwEPP}xcl44iy%6w9G#^c-t)O*~ePt=NwH7|%$Q zMc1}e?glLvOIB4<8)KmMTBTm6HVxCURppY_G+nTQl{cZ2&Ak{{b*$8cVp9dW0Q<%Z zgX2xw+{85^oexQ~_-QGPDy|LDn~RI+PagY+Wj8A*H>ub?%7AVbgFE-@@a(wMinDG) z6W}E!@l#H_LzwqfCqeJh{`IYtlRg-TK;pR|*Sj@jPo?p_Xqery_7Y*a`X@`mf5S~q zM?`1l7S#Rha~6;-?O+AGYO$}LqMewY8SXs%Q`v8V)piK?WF9k&@b2JNNva|W?}dv$ ze{SLCi3xO+o?rh1M0o%4x8N1EHK;Cn^%-$xieTX?G!N$PSu8HUA6h#*pj0|261yQy zI=Jm5vC(O3(nZ~xFPN4NWtZ2P1N(8v;SCGpar=-bOf8Z&I+`FgB)&J~IpQXY)d}ul z{8x3{ik@8GapxAP*q(cijYQ9REIH105MLg(iMkV=ubW?EI7qZnc68fQQ;7#x!V{~y zbO?a6J#MCKuX9;8Vhj1rR!U<2pI76rTjAlkAsVDHe_%nojQPoPzIyiU(Q`IZ= z8yP(Gw#Z>KlMk*uAw$jMehMOk~% z0WUnqa`iV`5;E=G1iFdjK;9xENk!PdhC1$CKW8idtsZ*kxko`orI2xIZV}3W%=i5C z(PznqN^{zX7k03JiNx?ZV9vb2MWOldMD;Hoj2^sle4@7}(>Re{Ed+;tw$hJK9TFH5QPvjRT`1?;XIeX7me-S zyLj$t)C(7-{zHW!c%{DJ{~i( zj{NOOUyZ$!ixZ!18v4HHsoicT%TUS=t2>wUAgJ$|{nC2cpYT)CPL22fhtObHD4GYm z4foVy|6{AA1DaV}Q|mgF!I6rM&Xk&?&kG04ohoH9F>}o6b0^(ks$OfXQ$I=jlUKj( ztzawrCE3|_Njph)VHWjJ@iuMzpl$ZF7h)8U(j>!Ys2wV#OLax=jJ7_rVv%np{qnNb zh`)kh^&TH`=z)w}$WwbiPKd!?-+>0-ISea|(H$`aH{@*pUI~={m7Hsd$e~+{P5Nwz zS_svB^OWbf;vpy5X8U1$oj`jZQ@~AM4P9k72=ZL)@|4cjY{L@0{EW9RAOWxP%t~_( z?CV9bxpDsb%wF!`ic9tgvy*z`MSLc^a8UU~VK zcErx7tC+bGP`4L}{w87)3$%x)Dtt+1DallS$o&{E5SB2Sq^7u(5(@Xz{=2yn@Mbz2 z=%;;$NOA+u4#@m5+B(mZzdm%FLC^q|H3>t=fctjKs0I*-Es`^xPRd*nadi_esMA#J z4?cGzHqa;BP;OeVUUSY$7bJM|;@gFFFMyw7cfUi3WLeUSWW8->6|_(^26*Z}o0@IW zBcF!Dd|iG=TI6sKS?o^p$a^SDvy56nbt?CdD9*eM#8X9t0$JiGU5{Zc*A_X8m>ozbBr5jUA;14O%;L(QI&atd=sLm z=LED69rPFQmOeqrQ58?iX|3wRmHV7f;lD&CICqT`S~saDVaP#3e=5M==_ZnNmkfNU zAoBNnC_cs;M96`S3Ct*Az)OEs3c5pOF3KQ_kKWAO1WozElkUD)TM*Mp%Y&efj=nT%(TW1(Hxjfm-2DyXj}ijajNTWysy?0l+rAMeMTfGT1xN<)*!{F1j}yvD*@t8+ zOw47N?NRvyEQSnXUmzt-U#w(O^wLEs6BzTZ_pmj84uR(p$ghX*!8WmcST=rDnP!L^ zw;FjljR9=AUrPkF#NS8O#AEk@k6NacDfA5np-vA64uNeCa(6NP&6Ml3`eBu^cXuj4jZmAD6{xenTjk6rw(!dVC|1Kx zQsL`pR!b@=ko;2fpBHNf3R82Gw}Wqtt$X0r+}FO^jJe4}LvttKhi%Or)dUm|eo)AX z`NW)~XGp*>%^BTaP76LM%B~V+%{wHy_BQBuCfk&~KJ30wnvTP6h-(7s7Vjg@X{~V7^atjn!&S@+nv%xv z8S$42nGPO6MaHI}ry;cuI%g#nBc^4F`?OB!h)*UJ4a@g~S?p;z*3=YC z#pbs)G&wB=`Onc63>&;W*=!0-;iE+4(Tgajx}d4z7cN0Iud245&|ABRMdIVzD>tt) zYWd1pVxjF{@9X{%3`N4R9_t;~TFzb^c2n8CvotDWQtq->K(qME4(%0{;xps3;R|;zlXcr{@ ze)qHk!!PH4pqVkZy1fV}>Ij+V{s#D~sx|9(bdeC}qLR)pk%yT=eud#(!kN>dHN@;2 zKD)9Rq0v1Y!!;4(GipW8Zv_TIH<8t^G12!Z*vt4F~o8X=J>M^bOJT>gbM&5`!X{64u061l|66uXg zkE?goi6NQ0Zjc!#{Bv_q_pl`b`A&-IBp(e?5_URn6J6rG0HoF<=8EfD-3L%h4P$K7 z{g;4Hk0NIVs*HxPPo3wMx!O&JbdG>|JY1!F67%8K%j}aJlwCTV(8W9)!)?HM9MF`3Z$_`pg+flC(`Ppj% z-$c4^%>lVH@|-l~jHsNPX5f(2_Qc!EQwPGEN`n?HD1@!HI}?3DkrelH8ETvoe>SOLA6^+Ah|@# zwDugMhkZQR!n_bKp@kySMz_YbP)@Z357VIRoUYh&9={ShY}7nyXZLi9fhp-6&RE6K zy3Dy+Fb1CSC7P^LKgZjkAY1#2VAgkvl`e1J5r(}w>*GVi1VQ(7Zyy;xdESg&GqxPT zLnUPxj?XH}!t!X9z!^;a&K*7xRbgV1-``&BBi$Q~_|r>{Tv2SVrA$d^i#9l9KYtUr z-8BYSlVL>9&It*$VUp14M#(a+Td52k-&Q_^G0tE~7JIH9{gtfyCWUBr@$SS-Nsl{8 zXT#Ff5vt`+-SeFe>nVZ-iaTq1wl@O)vb+;Y*5bLwyg4mS0tGS_W+&v4%w4F@qx|-l zAZ%;%xm>Mg>b~N1KUGR3&CF(b7RChOPxT-ze&Ry%cD_9?hvyxhpx{hHTrvh!`NNWV+VmzpVWRD&|)J@LE-}X;g2HwFb0h0WI_o}@*m9Bc1F6UGw zbj`Ta$tZ3v)x~~N6l*GmG-$1+MXWv2EJN~-Ue5bktF%N6b+Q1S(qT-k3Qi~M=y%lC z*=eEgx!EV>1b`keerH`8(#;bw$29ZDD*xM1Hk}J_7uO*M#!Td zl)bnk)l(3m)|1m|A1MDQMjFV_ekgo8v>~*S!xgJ%xwa6I586_M$gk6czkHHrRC{VUDi9kWtr_(y${;zC}YNxAQliH z;tkTI>+mYxKJ`tfhAX|*SVbFNC`r?+!Gu-H4-GGRM}zR4arJkWlilPLGSIPNP86b0 z&M4NITCfXf4xdkV>8E=WEo)l=`ec%w&)J8<+_y6RwqlS0{lY|S2HIsAFCPq4J&S0fg9)i&|Jb|43ps<-LeT=*SdP%+0n=X&D`fd{|7P z8UFh>sLj*ysi62xm&F~6CA|Q&zmGcU(Q+3&Q!ALQ)2&&12Giea!5xyM5&Wto!g$jO z|HUCFu&<i;QKv7TaXUm=G8VT87!|y$`<^Lr5Ycv zgm1JNvdO0m=U!}6UgLnoZiIaTu}$vSE($_e5vC&*Zn2zA&YiyOkfb4a6@>&V;iKW9 zN9D%3fT-(>|alI=bAD1_8Y7xzVz@g8fBX9mCpR-S08JvaUAh+ zH{Ms;c!ycDY0(geQ(03wQdzxk16$L`^S=)5qSl%rUWH_Ntwl?n5O{lA7qZ|v`Cou{ z_ez_*dBgo-81*Fr6O6^TiYocO8Tce>u}}&QY->%!MuRhgUlJp<+^lj^pUM9UHglJp>+Kn%>B^J!y>W z7>J!;5_Anv2{kN(YP^N1T#16|<5`o!b#%Z@LCw@m+o72YM7qPAbCkmnHnl3QM7J*V zK@gOW3h7t~1$ovo|H=`@XIyDh04|Y5me#oL2N5FmACmCzd^AYf5*?vGDZG(Wsi;0c z_V|6C+Z%H>>tW~zYlAly0m9dgZth)^aHcWgX{9M_GmeR4g?8#?m|Nj>BI5@-T+zaN zRvg2ciVzmBj~Jt3y`eM#=BwJ8*zZnfvA25g@K0_D7h~B0bP11QX zrV}Gh;mkw`%j!NzD{0S9uMSV`U1Ysfl*}j@!b86^0M98c7wG|eauSB8+mQPl^uG>uzQ zZ4Juw^BdU@c?K2BZiH@ZZ)=Sw2z~Bm72r{a<6oD4*hYA6h;BUY7Ls~yu&&H6V3Og& zyp$<^P`ancaJ@>Apf7Fe3gsR;S&rmSR1E6F?Kf^cCPVj8t6W_v72v~%xKY-WU9!@; znlo9BrqBOenyV7s!9Wdmrb;63_mTY$lZy7y6$vHHyNC| zic*5p!N+87peHykzJily?dOa=q6U6|@$Z$i{!1#$`QK7mb|%LEgs)5lzit#pmj7J- z&sdg`k&%hx|K_q#^rGfgj>h%`^rBY!j>f{qhPFn=P<(t)4vzN5`qogc>rsuMN{JU( zY*GP^E-+h+j^Zxt;wP~KFpQ27{*Ep#>`)5xxJdE8nJrL$;$w(MP6O}B=a0rti%FGB zHh1+!+k<}L()>|kbC5;=N-hEhd2ECj3PD9RG0g7X-ogIfo`|W@qC=pcppWGoCal0U zUbI~3sn4qMmY_;4c~&Os<(M=s6kw^VKcD~~fSeo(1CurH zwA=|$sQ@7XyrZakX+=#(K^O4lS+Wm4APrk3KyGL#!icV&ZzJ^R*4!`@kX(yDr>|DF zO=BGpuwx$E@6qIqk9;kUi*KKnNLyQ1S65r57Ef#L^)pf>4uGv#DzE_fA)x&W&>E0; z3G{5OJ>XXo209n9z)auVfo&7rBHXd{5gZT?Wp6YaLFfo_FR}r&Jvh%6?5wg1uvxo5 zfe&}Z*HtgztExGG0NpOX+728i6U++olMzkdLg z1kF9TRlRt# z?^oW3hnkxo0E3IHT<(t#*0<&#@LyylnvKDib#xoi|2yPM0=E7`)BC)$qX51)@WlMq z7a)75$4ACQw!s)W$k*$q^=C=TMo3xOOWORo2kCo+gc$e<@YUfS5{SbM)D=Jgj}Xsy zc7gD=N4>EU=LZ#Z2EUSN5Dp6AjeE6(>Wf>i#>Xk=NH?Mn>eZGG_H<#;AArUOY%@{J zcjWjC_|pgPp@-ndXW=X3=!a?d2Rp`}9OE-3>8R!H$FRx%AIQh|#5YS#c5TU;Y6zb- zz@d*ete{U#1=r|rXaC5jYMh~>1UEK#HQ^*d*r!MnQdA&CU|6l=i3;Fmv+iWmlD3tZ~c3lP6trXH>sl|iT+(N zB8LRfm;crr)>@FyN1DMm0~#oZR}et<3>4@x_xiNwgOUPbH~FpVT@wk&ZsMC55OC9; zfMN0+9~9qLbLw|^{W(VT6f*Z)3<=E6@-t2tU^D$kykAyti+@ozU=sFS%o8f>)Q^%hx)q}`tv#1z5Pd?CkV=|{0zT$0m)wI2k|YZ zKj=Fo?I&yo_44cv|N9f*`e)bU&j8M*;7=UrOu{hsJHGF4n9Cn1yL1QK_GA51L$>bP z-oekS??bz$81h5=^Q7Z1z(;`ncm!G+wMt!5teVw>RY=*%=~6Oyg5d(otj773vem(3 zTPv@qe&L{F)2b_368*gAy`5~@7ORoh_VV-G4a%C&tKM~%(bH|sdY zes(NaZkm|suHXUqVgm@4HywJj$6v~T*6IdjXo-sWd5`icF!AKT?? z%(hB2W~Cq`(r+>~5$X=e#~^r2*Mwg>$Y`!7-*Lc;=nMJZ%3<+eD1^?L{g#Tnhl#J< z5>DiUMha+5N_L_=d&f!94u$x?oYqKCKG$caNwD}wIe%`dcsW=SaPV3C{z$K)0h>NE zPho1~`5SnYd1;&xww=*hH~BGm=AcF68Pg|GbORE%b{5oGFem1mw(RG`1e9;j86kO1 zDX-guM^N%2XX)KZEbcF3bxFG^O%%Rz@?chc{7qXMaL>vwaAl<6$O0l2xB$+#q^b*! zB9qtDu6i_j8xkpy3h0}4=Etqb7BX0CY@@-8hW~>_88O{#OC=TqPTest+PK;bt%Z*r zcBl$jlu6ef3Mm@33dg8#a?yawB7)+tcJRHJZFHf(L9cckEe6wMU2=5-8GWeInmd6K z?v80;Rx#;S#ZAbK; zopJ((-Yk<9^PM4{NB;q`!^ym9K7udcQd16tjb|80`>lde*sr>|a1Q9+$+7&ONQ6DGr02fd+(s80s3&lbyIf9Ca(l z2{Sl+IwHeb@Yy*1jvk+L5LwPM5+um7qobx*??ju9qJ9wC+an9%?>Lu3Hg0b0&0{Xw zYaOYYFr94lZ&9p;=E{h)ym5~xew2G~TMiWWP;9;*3Z|=Ea#|;&Qn8p-1}KqpFHnf^ zkVw^54!&@=!mc__pZaCCyp6^kD!}W{B4?x9I?h{Zq(d2oWN|&-Ss2@<8~=rO#x4LVlrMnLq(x#&K8B(S0Q;!KR z46PY#q`(pBoRA3bw&kTS8%Y`MvfNQGYwR^9^zv>PkdaN+ znT8c^F3!%C_bB{alZKVJ2KY2~2>sN$xH4;z?up;@e0@5)Mld69(NGH)k(QQJqjnoe zgx@AwQFyFT)(GCP?N`9}%&|iR> zO$xQkKK8ihDr`Ll^=rL2)mpXE0EeW_psRxs2Ar+b4Wc!@KYNbJ0hyBj%1_YLV;HXVteO%*ya3apQNK!)4Gb!m);_$#cgu~|KFQcufPL# z-ofJb%3%@}&bh|BFQ#q^wamAKO!OT-Cx&wkDxDXMZLMKPdB^r}yL)3-ZWOBHL8MPn z^nm9dJ6#Tpo_axW9K3xF%a>bBuZl{|%;-ek*azsH-MHz`RSB~cdNJ?G2>?>&1kf_^ znNQ)T_=Zt+rsI**m&!JhYH3DIpJmyMYBMG{60^%s){ndF_Zf!O^zs)(HW6E`_`gHh zij3}^R)t5x^jlb{-f_HR*W-geXNeMxLeJL<3!TWTYUL;AsMIg(JiLB(dH_jeWR|EG zn<0b;SBxFFubw01lyQ}IvZXCLo)Ivm)D(jM&Se}6WDxhjcYo^p44*@jba>u~9-6Gy z-d|0z{0Fv8JB|8Ag|5)>Vt}&kS&!K#<2SHpuCoMe278|6J#6X5;~25I)FH%Y+pACF zQ<{!=uQ0scpVhTaXLt9E8PqDbwjwu2dG@A?%ackkLsGzZ#s6vrLB&T{h+wlOHx-3h z?QzEp@Ov>yej&bVZ={j>o*L#1Dc9OCzKp&m)hgHbJwXsNI}Sz2XjSC8B zGJRLphC9(yEoDm-#qI?bXClxWd1oF>+?FR)V^Fh|X<=-&`CZ?ZXS65{7TM6dI5H!yr8?ORKGX^ccZlgj-J<#BrGsS_k{c0D zw7#fAh3)e<@0Sj)Mm}&G=vMvm)O%Ea3R5mwtcPjdHfEqv7<0S5k6O##S}uD&8g*}<^& z8YdU!toJQDR6%ZoHGR%6&pi44sCh(>zOv0VsIn>nB}Fe*cB{vf4FM`R6Ein>2Wnr! z>0@Xtu%y;mjO^2LtqIBhTwzCkKqHC}LV*l|B|Vf&&e_gi|5R8PdNG58gA& zk{&e?|0%J1kXpXGS<1g-@_zhG=1ZlGdYWUzxakDC1`7{g{i1@-0XFYy{>kzADIeKP zE9pT7M{_SbKa;7a^`U5p|;3Vd<79$w)If-fSN;Ii%T?7Q(Z7?z?JNoS8%IKbYl$I;w@;bzBxk?VH!h;PDoJgo^l+0TTGs@(fM zT>NJ-oh-XO3~XG33hAv0luin8L5TAC<5bgX572y9_Gm{O$93?BZPG%-2`P3bO(}oh zcd*8idVXHB<>S4AD=bu+wsv1s)6R&>F4F#!2qXEL{#uJa>kR;`Hq4u&tyO~(7oPDE zcS7od_;PXR5D=0SJV;pf;QLMiz_9j#s|hxBw$p#Qisu4dh?XUK+*-W>AsP1dxX<(CHE21XBur!JZZKs8BVKd1=O_mw{I4oD48C z`j!}SZ&aAa-svP+_cFrdZs^n*?(cMzr46?OvE}kqH>v?bAB}5?xs(T4o<8!FbWNXC zu>zB{ll#~cZzc`vDUQlw`Pg=tn_27i*2`W+WUMk24UJkDO4!)*2s4`v&HyxA$qxpq zbexdjLr}9Y_6+F*v0G5Hcd!+Mr>0hWny-9{>6u2laOGV2Oc}O{O#Ng#hlPKe@!CS4 z8aSzL7h()Wt);DJ%$+e~Q3w(%kJXhrd*?vmT63S70kn+G*+yqbrfJ@Dr{IqAjsxM8 zeG<-5ERKcVwTlm_kAIpb>dW;v8|dNOjKO?Iz0wZc4y;MxBc?7uW&_NHfONA-l?<)6 zPr5>4+B~irQ4q5qf?G4wU<(gwC&G{?M6LwX2+=Nl^L3zbHOlMCVn))saUR?B^EjO@ z38U_Z&4}BVQ_UVWCAIt83zxau1pXq__}ZegfMXb$@cbXf&LKz`ChV?b+qP|+@7T6& z+qP}nwr$(CJ(KTWWRXf1S$0?Ty1Sk}_nu@1mV)8zOnI^m(ram4dYqD-e;MvH97CXb z58PGG*^&-x7nZ6r!qLjo7usUuZgSt>0URxk*w}l+Am@bEpDr1Wp^sC!Ba{Sav|&I>E;JQrKOHm_kJTx zjNkWa-F%c$Y0V&R2d8gp4WT39jG*ozRYpmzMZcF9bId){L#r#IN%W(tLAhLaPCI>= z=?mjU;UOnJ$t^@iCI%jT5n^D%KQ7XJq+^nnSib z#Mubei?BPLb^3&fWRtNhb34}TXOS`8a&!(&nwosbfMJ8{C6%s&G{94)gx9mccX_xo z6{bc$#(hubZ~A5(A!&6oxPXmeRpj{KtPHnI!c|A)?cZU}iS_HIm?xGK9Hp6EFYs>n zX)U3i#1xa+@`@-T2v(4O z@C4F^;?K~F5I4Fe=xLC#%H*S6kFDI|J&6eIJKo{ph{c=baH+ZzimDN&v2SO|VC;+> z;XZB!bt|?-X!#8-CxmauMsYW0KV~<49HtU9&H-_C2ygf1wLf; z+@7?}PxsS#H#~%YxU`j}ALadksp=YW`=j&U{*Ug4(xuR6@o~$TgWH$t-DA}g;JWRz z<7SLl$q$WFs}`8oBe7lsxErF^MT~uwY6R}N0eX&4MwhZivf2GP!IYGab|d1n2v74s z#A$nerodtk61EY_v7OMdyJk% zRl#T5Wpo6BcaHwnvA&kZtfm@X(T%!`K>HPnt+ZcF)iU!Z%a3IM)?g@p!unWpf?v17 zLn>!O9%sxq_2NWKGWIiB>|MaCq?4J%FCh49>S@`6va>vkLdW}e?LxoX&~*%ailt;l zLXLb^yn5$%py(^P;!78|dYMn7m7e16GkQ`{ly!4-QGH%3aON?#-o~s| zscbXB^cfgzvyel|dmVEJLKQOTELgV_UPFqP~7^ZM#0GU^@!% zkur7J_Mby<_2YCBZVGiNaZA=hG=0SemSF$&=(iFTqB3=8GnhghBt9sjLLR-rXI7h~ z$`JzIX{Xv$>r92~Lv6l^3OYNa1I3Y}EH{E~2L#Z+I&qVXl%|AUv6nZqY#e`J(w>qf z2(|bSL$(7HT=&zx*Dp2nzsy57Oi(KAz|>cEE6-pMLr&^PuA1A zYkRRNykGBn?HO&d8}baF$fjziu+&t9(X0{4TV1byHx)102q_D`o z`#z1mRqTMwZP^I^NXl>Q>)b~e=18*_v-ZlV_z*F@$tGR0kwH8AwuNS+Gofd`*X#)_ z0#*|5e@QyhE>-F0&%6spcANzFjE%4h>x)NfF04j?jNLa94Z5kT6|A}K5N~96Tece6s%m&zf*+#3a(rA0p6@2?xH~_JM24G*LG{+o}!07cW(BAn{?Un=Sx5~!O{CK<4|NLjiTq8^}(`F>oZx zeQv09eXX^}397N3R!C|?&pbN>Te<@G`J7S;E9Uwn-h&Hz5vIehq0YQbGQwR9#tFG^ z^rwKCB{e>lK^i80=c57w>fg;H_>|V*`Gu^O3MXvW8Ys&P_dpG zwhOWoJbIGeeVZP|s>LP$8!FB8z{IK&U2xTtZN zT_cqwIs#bA8l}@=nhJ|WVhba?jr<6>gknj``NFJ0#9K$wjc^7gQQsNIq569`@({HEp{-`|BQt$vo z^s_)_v2ZvioRcs*jDK5rG{z?xb8n6;?4PY0g-ZbZ6(voM^xnl^#V05cZf|B7bS`xn zZ&LL16Gh>qXwHauo&vYS2^GTQZNWDa>nYAw0ASfLmhQOmVLf5MJ!XNToTG$mYcvC5d_DDH?f{-*1m$2U=)Ikcc=c*3Z8k zB`rx+k=TL{-7*pxjnKb$ZR|q#Tz6*w<+`$a=tAV!*IB*EwKJ?mwY*PlVZ(|TOcDZ< z(T7(Q9d{pVxiHC|B4gII_?{Jpm+qdDt7%kD`e$An87UFwYoZPt3;lL}A1gq)y~EBM zQjWnS_8ErI)D1y2*dOUlCoR^XAx6uJu??UT(Cl3lI>!(LfTmbi{wC`P+H?;vo6{YRDUwRu+IutN~YhXF5eg1?({4e zCB0V>Kbh*ANhEO1x3%@m)H}w}2x!^f7VDvA%IlJCZ7;?cv_p$rAB*$QL+DDEgu?q) zWy88VMtoyEFnr0R?8~%)ynOwYT&c(03mQr|YCQ|TKe%}lPpo9w#2vwM+t1UaTQN${ z=}!<=fRh%9jD#dWfDSku2(7^kbBH&(j68X>C_H3<;oO|hpm>|XW6(`dab2YiUf}IZ zn(dS*l=XS)P<1^M)s#j|C*L6u*l)Tf1IPKY7*NFJ7>^nQTMLgCjMFb5RkeG1AO<`p3&gA-lhZm&*;s%Evv6?>Ry^$g8%O zo4sU7Hw;Jr3);oBF3N56(_!~7IwGI_B=|t31|FlkZN-UDycdg)8YpW{{%|Jjox z@*r3CGyUWx-I^{5C^Sx|0Nv;q;|eXTyyY2F=~Hay^pJrAT&w~5F-eRM7+w;nh-|Df(k!mEUH^y-F?PrG}fHkmA*#C z7z;GmLmlDxoT0wiifq3pa>$%N*Gu8tZ}3;-4@#3w3ouQuR|W2=`}ez;^`cU(CVDu{ zQheG6c5n;nv{xgRd63f95~E+|^pu#uY|q{-eC$G3w1}J0e-w4lEOH6%lt-M{1D%&O zz#0J|`&E#SR96paC_CmB2Iq}C+awkM6uEj#_1~SkdNRinFAvK}Dt|{P$`bS)al9iq zOPgrqXshJ-c@!qQ+)iY%s3oJ{N-SCHB_^<{v} zkNmkhMsV<)J={SFVPzumgqTGA)#?nUwWLi)@-#Pxc?8fNRBEDSwL0^(a3$YiQgqjst0&Zj9eqsSlu!AD zZ$^V!95VSe=#I5C?WQ>jX}J-&XMop1GzP>;N(D@$Ce{+zb~m>xtdV@GGg`Z>uBNI= z(O?UNUW&^6x)*Q-RXl7#e?~{Hx9?YsX*D4>4eb>sh|D63745NI zQs#XWuATDJRB%dhR7pkfKALXFJu+AB+WPPeu4?1m=rDmU%5bJKbj^ni_O{i(05L;( z90<8BfOG-NzV131N2GCl641*5NX+?2iZxe&XHmlq@;1cLEm~^te#7`9tDU8SR}A08 z&Fx_lt#$&`>!2RW7U~g{8N8T>NIFC&vjG=QTNpx!hvt`-8_#d77^e4 zapa~`ki;poPI<>FL2`0b=Nx8$MA8_lc4PUedeftzVQn0dC)i;i{ZKsSkc=_rSfHv# z=IHn~08VfIvm=yM4PP%w!X*aGecXtdIvjP)hAkYo*UvGikHpsu;-JbdOy$m(`Nl(2 zwNd`VIJaFd?Atwtbd2$hH?+i(X4Mt7oL);exYRW1!CE|HHBs97FAc0C9qG0TBdp4$ zhc@^zdi^i6Y;2?8Sw?ajFtPy_yTNBLzv)6vNC*S6wL6c+#L-%vywXq22dN9;jWHDH z_UO#rX!1-A>;;_&A9ErWhRL2D&6rv^x*eL~WC=aKl*zLqLD(gAC*@xhZO7aRTU048 zzVsy>Xm?8{v^6zjD3avW6s(1bSjI*t5^ZUjs`rN zylm6pEl35kKY`02h3+GwSJkX!d(Ig+1`p@cy#Sgg67?jvwLz!Ex?aJw~B{4YX- zQ&`4gjcK%2;WuKXeZ4+3Q-}4cnhw!=`$7{*_}t>l z+}gYpwXMzT0Du~c|G0N3b4#AKlbQ%i^=A3wxJ^yk^?DeuEjE=GzcL(}HLUG@PjPWI zJd0M;Z)Bo^pT+#?&X{-ET`h&)Dds?gC3y@pLn1(4D@^Jk?Hk!SPsREZ>1CMWziqt1 z&PYjJz}#|`pGy>j6n($X)(WgRhBjI;4U&0-iuN+W3cidSv{=CHyIsJ9S%GZa$7EaP&F76403jeLe3L1c`U zT^L(@<{&~_Nu0l=oycTiag2-`4T+)7$QOt}zO+vTcf1U%79@1`W>P8y(kh_Iykpma zLljEtp28Dl`g&QEqC>jmOk2LHTD-d??^Eb*_Ux0lUU5dB+suyB70&EkHA}3Njn{3w z&XRU*k~dJ^Au>$-&3Hk{qY<9^QSFM4uFzWIO2fn-ku|5KCFGW=q!9)6e+!i|MHaGo zvQ4_Pij8`xCc)<1i$>aE>PTijm^!Zmje+3bvI<;&It%N97iK7Qx1s41|G;5|FeB*J z=5m^!-sLo=g70MUx@h(P3^=XXycoT_0?cLNrz}IUZCo?Rm<|mOZfRN%H7o1!R$!cq z({yobVJDvN^RRf2v6oQju1AhU#z9;a6BEcB@q23#vPq|ZiHZ^*qxv}{jQ!-(+)eLl z=<#_qca^Ci7$gj})RJsJ)f&Y{Sq#qpud_h0g6BBnSOPpZ(06r5w;M|CKn`-Vorv6U z+~ulu0>0YtyNxeq)(|SidbhGoMvPO#;V8z1__57Y+Jl+zG1T+)=<1zkTBLePItMAl zVki7t#CHiC7M$uRpL;c3^wjEd)NF)wHAFX{u|kmuAXCUcFLHv}ox$bTLjZ0G3;w5>>WkC#P_2y~o9=`nDF!p3tnk-YviwVba7yB|PbQ`4SOTGiTi zpsE_Ss={8RK=4G|55gfO&XJVCP2HhnKGUh5N&^IVNY#77Y0+ehM)Bk#_YT~JA8?z( zuoRPX36ei}EN+3?)X{tz!&XD0n;9m#xuUsoq~5n&!8)^obDd_XDYRp$g(*b{04>&y zZ^U;0REqr{t78XQpHlx$#8Hzl5iyV+TVK3C&d}eh1)YGd!umr(F8lkY+iSKp1C?ow zWvCqHL2zIlirts<7pyoV)SWg5!!N;BA3W!Jum-VxU-48)LnN7%ZP*Bz-*?V0dSs%5 zUh`F_zR(*8d}-gb5f(`W##aS{k>>Nf>i|qgc9IBcn_znH%`RY+F)>N(-9Q@ZOvo3x zoew<&FUvLGz2$_invCKDK6(nqf?KrI~*l)$uL`wTfX3VQ^ADRPah$Y_dwv^1|@Nt+^Pv zYHY^tfMPDm#4?%=0CYLH1sqZ{EigPUjpjv2q4tY_gyd63P8W1%Z?8I zjL4t@fl&zJ0%mUm$np`&`Vzvy0ic72?f-EIX@>wXq2Uo&`BPyFKmvhv7R*ZuXZPp` zwz}TZYy6%e_Un&8?4zI@n|(NO3M@jNLp3%604vjO-}uYYW7g2%0B#~sBh2r7^$9VA zuXl8DLpL;ed3rW#aC9^XYTJxpXaM9AxN-ZV&BLBw0ycwvFVG3h3_`w}8Cg>_1K@JU zZ|OC&4Ug_D4WdH06XFP}3e;~+0a2`DokO`#z|N~G1D10G5BPCbeV_CLz0a)zaBOh= z!M)|J_<;Zg{ApVon1DJswgPws^|u0G#}gyu)0GXL-k!_?)dOh#9he`SgL!D!9T)&Q zHrIPQyf@iH`)3!E^&gh>{W+hRo*|ioj_$;J%7gv0NlXlM2lUqH00pep?#2O-g|p=Y_?rs)^AlgF2ly$2 ziuGHi3bY{r80d@i*(mv=TtDJ3o4d~&&L>tjbeCIf#2(zNp5uDSkAoYd>S#Roox00L$uu+8VELjj;B z2Os-u?2%4M8Ja3Ncr6^`m+4O{__#}M)Ta)A!Cx8~nF6o3cWJp7^WZ#0ABMg^@x~Ok z%3sTa0;_KdAiSlQ0-(S70JbKmrSQup$EWw#d4#`|8>WZQSNp?uaO@@^&#xKTi|&Um zdVoI!tGD`#0r>#D{&R=w6>0p$ez@<>PvdNPSG!J=U;PWr25{Zqi@$?E2J%@L%P#XS#5aNEIB(Wn7s|yoxbug4PpYQ&zjOZ)1)oTRKYI5jY6br-bKJk7 zdr_`F;z< zmC5S&JnIR4zq0NX9%dl3g2JBH-?f@pcQ@OSwo=+c*)Qz;D*xcrSqqd)AF*!nHKQ|K zLvkr*P)8!CWN4mn_oz=0Iz@Vrf~dQbnP}5n2lCMmE+w0#w|EB@ zo6f)a7E2T)O#C*`lba=vdoS#Qo1|m%Y>&Is+O0w@LL;3$GvcTn%>A7^gWr-Ii(dwA zs9#AyS@c~1b9og7Q2!Cmj9h2E&qP5ag;pF4*PR=%ZU-=yb%>p=P0T}JwLMEaOE%kT zlG9NZMxU+!j2JL|ef=)~7bA=W^5rm(WLtY`5&zmW{!d~naGcxrHOFXTRk@&pEjg53 z!QjwZR9a9_*z|ynTQ=%lAwI?%a&;|d)YvIj5b8MKVse_fwi|tVwG>?C*19TS$T{*% zq^7e+?FnoTKQQl-7(k3v4}9L zZI>KdSANO(kBeHJP$)Bs(a3i<%GMMw^MIs#8ra9qKosQeL{nm;=T%b_N~W{yh&LIE z7%1zX#wmp^Fmxi@j)BV^@nQbaIxe|vc8`hBM}2BTJ<;lRXYUV-2wvMdiY0cYA_KN5 zJ(bv`26lSkImvs};`cy2og6znw%!(jmJSMR;h;KK09F=j zq`3j*1;9zS1gSZs2WydkIR zr~ z9u*a2VirVM*YvRpysfl_deCrsBYdmyAgU-W1u&dSN0Yu#+_83+QvZVH0|n$Na=3ts z>%Mr@%`dz^&?-@!W6haI_G$i};=(%i!dj=GW8=~C#p~d&5g%21_zkJjGr|0( zJ?VdAsbmEjTlsOw_*$)WJ|M?ts|!wVwkxN0MfRwMwi=1$$)u;SbG1R*K$>1^v*(mi zuf>T|X||TCKu*H9!1*%peS9!qq^gH4%@cZf?rDi%*=Xz@T;&UF<#M zPv=X>uMj2Qr67yDX(=b{upRz_3Cy21S6|r=Z$8-)w}2iqnKF!<4Of9ze|J+q{fVMhYsRW>vtvQ?+$M6{0X?dCLk}ZP=T-VPE)K zQH>Jn9w6rO&%b*zbB6ILKY{_Xz7A#&-SPBgWSss^TpIZ0Ir%4ZCy&Plr?tRl)y=Kx zpk~^BcY%T4=7C$=|vtouJ!*hRBj5#AY$*Cjle_2WtcgjI0UI?mM`a#1}pdrEwG>Dn=rP515>j>ZV?)_!KngE{il)xVzE=UhOeV&v>Qn1*XBHWyYNsl7Z#q^>*_n@q z;?8d@7`8KPkD_-mc|Fj|6RmITVSb-M6+-h402$;s$6@;zZ24jSZl?NWyzO~CznhBa z&;tb0w|2fQ$oqEMn|Y*&QR|G^Z2ZGT;?LUa5eQ-Qq1JY|$+TRLR`#2j9s7Dc+oVqD zgn*eQYBLve)B&RmUslgKT}#L29tu2bcKpA>AAShEqNh)BA>+)U-YX?RHgjuwE4H5q zdqIrbr^JqC%2^Qe_0Q1)@SGHt9q!d+?ko;9+I1A7t?j4}`O*lJ&g&7sA>3_B+d)*S zj}~GnhzZB$`4UO@i=!f=_qbo%I6|nN@$mDU;IYs}TIcWMp9m*i?(PkZcR3a?^{KJ4 z%`Cx3=z2l`_M0$&cBXbwm21Lf$(gE#${^j1=^$sV;*(XbyY)w;8^_*ZZj{e%L9Hho zbCcg-ri{oy!tmpdQ1+pYpRRPh`b<~q9NmqlqJPvKEYpx$4i2H?s}*yhG$*$=w}2JAu)x68ZKVi z7qABNB#Cmx2jlAHj0d&Fe1RqkYE)?V(Cb`9k-T|aRyp{WYIQ;DOfbz}xZY{I^}I3` z;>Qnb1mJ~+i-I`Z;T(x#b{AgrSr)*s!@e??EmeZDfuU$dLUp)()dtLE_h!o z@*X*?n`1E@Q{n9*lzu0=YrW=0#zHuw_n)T8Q*J4U$CH@k{kf(&HVhor{gf8egp$VsDo zmNyk0%>H{(1^S99M)@&?-3nvgw#;J*(s2R$UK+94Q-ykS#-a@D~{lha!b_3~zY0TNall^7Zv z3+Or@f+UDmDL7IJsB96L)5Nz#t;oV2jZ=A|^fjy@s^loQ(zes~CscK6RS^7}=3~5w zii$B48J1{`BFS!HNQ`^D*q*%Am?x$e3$cf?NSr%+i~_``K4hNLpF4K^okFEqhAM)W zPfA-H9#0tDUVF2fwhVzc%}Z@w?hZGALLFW%NHiO|41d@ApAolW-p#g;2{VhDzd~U& zV5e$zW0GZsufMhTC!9^u_Q6OQLbOpviy>XG3=VfBOWo(VG}mvIaWTuVwPVFe1wk`e zhoEo7jS)Tsi@MWSv9LaUAmu*tJpOKvz)DSaj-Mr6YEKNMq`z&unBwckTs?N80F#0< zhePX9d7acijFO`;^hMW!FRZ$qH@W0YMwXB;QAk^F_I(!i?&KEN@j|7+eF_{sOD|ML z&r=xND^#wnf~HLI*itI}BR391?n79CLIWt>d#n_bi9$m``%c|a2MCrI_JWs$cooIO zS3?a2cBWM_EwxRnv|FrcJO)i-zg-7Gf?QM;Yy%k``fRG7jy?t0G>R~tPfs~1$ST%t#63V9vi;XEZG=sGn?`8qBj{wz%yzRD6OQc4i&tsrbN#S?cJc*w2f) z_JCBDH_^;NXP#aVkXMxKFK5S>I9AH=tR5L_3Qfa_07uIMjnLEm2Y_?aWf8)6*!Zke zx5x3rJf_e=PNGy)#zo~!J9Kh*AH5;rETI!MHE}OdD%_vtn8p6WbG{IEW2)DEA^ z@d)z{q?|u2WA2`3W$i~fIwh}Olp7>PE&Y7neZngi41ZkuZQ-RTvzwVY00A~fNR+X3QyKgz z5=4>ok+?JfV)qFUn(BKwQsy;kB7t~wVXU$Id`t4Vk#dekA z$}gPH=gy78wqv*K!?#u;Ef1Y{w1WW22NW4ht$calqX%`Z&u=U8uDM=~3S9 zdo-f(E5>PgMv(2gTy91czg+CtBPq(*i`-6@HJ4y*>V^mtuSuq*vp9#j!N@8~Ij$9_ z-4c!ig-RjhGO%sqQi=@VX*@a@4P}#Dk-RbUQ zP=iTJCtYLOHeG_bx=+gX49b;Q!SA>h*Kc7&E;c;`2wxRD3owCRM0rVvD7_c=pUK}t zVTcNs1l`VO%DU|tKwP8a0tFXv-tKBa25GXjff&(nnYAd57&_Rn>2i@Iz@=as?U@{c zwszvbm#mDBAe4R3$NX3{5|j;D z6eMQFoMEF)6hX>V&Lp#LtrV$T50ep)%r8kz*0ha9?nbdze?}W3Pc?J>>Y`9}Ip}#l zG^yBnu!UzI6>WRDSQYlU;t}ww^S07!|D}S^R{$}@^hg+ALeD~l)Z><7{w?xteSVm_ zLGld*#zsl<&3+_QmwjDY1Htv|z;~+Heli*GF!})+I*` zlt=J7SQgDB1uQpSIe0%?oX^0^qc5zZ+T}F4(j1=YUVL`S(Fsuu*arsc3Q&t6*J$YB zUud?6vpLwku-({MdrfC?EuZ$Kq+rxcc?KamsHqVyzObY>AdKKhQKK zr~i21J$1=Ol}jc^v`7=Fv|Mkx)DQX87ginx{(c&ZQEP5%^^tU>uLxDgRrGpwCmso> z_DC>snGH>6WwR*|R-XIIXHd=cGT-dd_no*&uP|Agd18 zGE*=%Ih@DJPJk=c38Ay99j|vglVxex7ln4!CB@tK!JqTk`UfOVurHN+PEymgPP1Ko z@hj4pW2B5~)2vM`=gW7TlrKW|#m)yxew5otLq^~Si%S#!%F`aOIGPgn=#|F> z^nJtIM$+?<7}B|#@ch6tq@iEf<*FST_&asM`JZ2YIor(OSCgd4wxCLCwxIoD?Y}DR zUn=R8-y7J+IL$bm`Y- z;BDGv#C9o+Y>R=#;*8UcQcfRyx%7i`bG`T(t)iJ#1x|V-F^$hwp?j11&Mi+# zBZF!FK6`A!cZHhdO-r}$^tpF?^AC=s`RV^DUfM2FFGwYNWo3VL^fwITQ$LG`6!Lc5 z6VLal>`$aj9!D+33xnN>UZf$11O2rE^1oau>F(+Ga8M}VV_Fcm@&m;S+jDyrLz;cZ(1FZ*f+&Me3K-bt7Yn& zSMB7Yx*oKal}VtA+yM7n}}%!Mw@DX|0IUp!@!yUjiaQiUTv@Z$gb! zKyD}5u^?vPIYzsabuURqtJ`-}n46aDSThSvkL-t4%L#$2Lc6`A8N1_~`br@_Sb zV#ma%Qk?Hv(FHOp({#~u)Y87*QxVBykR7;wjT`%w=~9R1^(GC<=iWm(lf2fhggCf8 zg=)3!gl$5Et+?6bPxoqw;1Wc#pX->!ymtmBGh>_NZIno!?ewDSdVD_XvZUw0szKO- zx+sfFV(t5H!E{xg3gR18CP>WKOYCL!Bo%MOVryC;e8J zTgtV-4>|B)QX8umiFdrUDvo0R*Q9m^Iio9rWwcSZ>HU#W#$fR?3{SirM#h&RIG2=cqvL%izu%>D?Rvg{w+Q(x&K53`(=fLd8$)&Nz>R$ zF7ECE&sAi=;w5;aFjc@S#37LENoT$9@y}ev0-qP%d(` zdn}C0@txL3v%*=@YO`rgA}=gDx0*G z*3qbYDSK5jr8M7$C>l1AA{e(`fYKKbJuwev7!sUZ4*xFZo-LM zyicOU8NF<<-aJ$(7+<)+_%sDew3PHTV>hT%M5!z~Kb2 zvH9OL+7Er+lF@NYrYf(_&{x=2X~IK}{@GI?IJW3lMmW|_RfrARCk>78YJ88VNys~gVgvUmko2Ch;> zhJE3jCkzRvp;7^E=dFt6Xk$8|XJ4w>A`?jK@(>inJIL#2T8Yzdx^Q%JFdsD+)EmJ; zI?LYgOHYSS#6k8hRSEA$n>kkUyrIdC+nYOHp{(^q>iIB^sa;H<&t16F+}mC~a}&Eb zJw)Wf-`EtNL)i&EJ8Nk!&VW^LjG_)ci4AM891cWi?hHFRvn|!!+{c3%=I&RqpbGa8 z=Bc`hN7H{t{i6xZuat(Yqej_!R+!NcIyMwLG8l(>zTXGC0VjvdJre~OtDWb(_VJtx zGJDJio)wCQ4O8QvB|6NVzo+9&=Tb6)#-RWJ_-E*s%`A13iwx@A^@M3e0SD84FJa)A zoaO`;6e=r;^1b6~W^YZ2_CA&Tgrc@q#6JpOl)AF7077Gf|ADMUpoH5$?M68j$&%!0 zqnPfD_-Mt3z$5ss|wK`tb+6aB_CW{Vycn^o!`Ga=D&4j$^xQZ~|Bia#w;e*xNE=A>>aXxT!= zp6GER)|J*5o0H7MRS)QsaWVXJo_j3I{TN(6v$A$%YzAd7(KGMLG%zzJ|B66)1J7u( zfi2C^zOZb8;x%8ZneXbf(?ifM!gF~u(T{&DhlNTM3l}ay>vzoub*Ynh3XnLuTxj>u z-KQZ_z82DvAX-8%R8XnY2ASRyq-B@?9Y;Z)nzsz+Y>vfonaby% zV-U3&fDcl2D3xG*3z?)6lzl;=H8a6B{(k6|#feX*ovu+a9~e(#zT68)BhyrEMbKbA zC7^%8mfT@H3iQMaTUvu&7wwdx;K)(fFf+lhhz^(|eO_Y52><9r*pJNHMwM@bD!xI0Z$P5DO$ztd%TVCt9e1Z~^za(SXJrVAmMr zzVNoQU|%wA(`^)JEl%8eb>g-#u{5bmg{*!Kam6ThM^Lz&+g-|qRV-OxL62&r|6_u^ ziUM9QT9tOV+{5fuz)i*bG7Ko_y|hQ*cF4KGy$x0362?s+G5vi`iJNP*2r2S3T(yVg zdSolEVPiJ2#ZPK!WTD+n8PL0EZt1@)v$9jGr?Oo@gsdA=Mi%*Og_)cY3t}_HYk;W@0fynntH-gbEme^CvGttTO99Eck9Tjr)c)Ysv)0`>vjTcYL-lp z#;N}vmkPm)2d!&H>3AiXyj6cM0M=X1-|j4o+3oW=)Pk59tUyo_qoGRrK3{Z?^d`NN zEnQ2Sf&0-LAWD7Q-Zb>zEm&y)>8m~hSPI*g(ja8pAJp{tBx%?h2+K}P?`IZ$-Bgpw zy+UhTO>)$sWe1NjO2JV*Y|?wW>&8Ks+ud|~E@#9{AazWqj&TrC^GRF$syz+;=?C4l6!%U`08fJ-lC1Fnr#h z4T(7}PLj@!9*69m*92+0dFf3b7QTuc1sm$y} zHCy@4sNB_i3+`a__6Vd1B`AHq7+YZf%5&$|i|i}Izac?%rRE$=8m{Y|;~pBx<%2|e z6Vo1O;0gZYEAVO_f52!j#EN+|YKi*H1%a$?sI{_=*BkF&wW)XdB#YV_C(Z@9+CRc9F689i z0Lh_U(%F4K8wF~DZ?5XgU=+PEg4V3ltaaEB=9xTi)D%d$?V{B5&$XbQ!tQ$mieub> zl_TeM$S7IAZd<~r8*nN1J7ZEK}-4YFX)MfHQ8{Cxgj^z#wGQl)u$UW#&0`T z_Kj({ItKY%v(HvT8Aq{QZ1w)>2oWwq8-9|a}Hu!a{GQ{EDgyQkTm+7bR_Fh zY>3&$!*jAzVAC^`p~){D>Tu7mPdGfPRXYqf?!%BFpdAYV|9nouQHd^8xRbv%0?bI} zq6!@<)y#puj}@Y})Hv+36$Xsviz+{ihI#SOZnkR*v4RP(lgoPaY*>Yk(W+TVc=X<4nj!Znq$I&4z$mF57wl;eRywz`)&G zqaU8^8HJ!H>WmJYPNS2jP4}%CHextS#I?%Rp-9|!nV)gtQ^lLB%{uP! z5iABoV( zHY9gq(c-UmsrSG@fdoj!O7ZRf8qc96&gxW5XnazSxc#LauL>J?R8G&7N8q!5)&Vv! zLqt&GIt-FIhqXxDbIagU$Yu3aZ8LV(;-1zV9h*27=p+`BxCW2R>P-okxBMFKwC^mG zFa>-XcMN&WU&lA(z0!-1Tb4VnsHcwc}4fH zfeL4XKlwitjv9ipB$)<&8f7LaZB||4?YnUYoYT%l|2&zbf;dP01D?hP(yl4)@88_| ziIAH{Q83yAuZz*o?i;U|MR2Fjj56|dR*}sMq&%_i;3KFG7DHsAMEUurxyHFekuxi@ z+n?w$wj6;Nj{KVn*;{qlFxiW;{g%#IsVx<}TZ*&m{``l(B+!u)##yz@@uP7eXa5rW z>aCDInD7N8I}mIse2GtUef`IC3{YEPY-R8&Q5TpXRi_Qk2>}3E`fB8``ZIv0&I%Uf z@=2EJ(r>BFGvGe5&2-q{A%FL+Z3AW;1!kazdtYjCg;vdxlBfZ+f7s&$ zaL0D$%ci+1%hQwMGz6sy{&T3vkW3-CIF>*ZL^aA=I`@R)+PVefq+aJLjA8Zj%5GhL zVYV}o9_XzSnmXyY=7kZ++!TwFkF+O#zhFSBWO?U_${Kxx4D0V`dMaV6$iTfe=7t2X z?RRv1kh+de5LcrVpl_pkSM=hxpavy?mO;K|5x0r!<0_QhcG;(D2oO3Q(td(O?NQb# z6)^2Wo~nx%)6;mu6pTvGbpy$iXf!-bc}JCzd-3%n1r*OMs-`hOuY_RviLQ4U>b;@S+TC|T65_vYewMep_mOY+{VzyZm;G4~6JGQnDju*Kj20ra} zs5|YCn9_f3j!*2wmy=r>61mGxFT|uAL7wpEc74t**6CoBh-0cNI^4F}?VjcY6OsbI zp;u12@1n@5=1?KK`Z)tK_66&uWE`(gH(5VYzbae^A$4`U@qZ+M>5Fa0;F1sWDm@@eX!yQRRxhU};V-mGB;eo;kV# z$m-1L5yX;v!`_RB)D*#t?s`;=AWtKFoV5oQRf$y9>#Ilp1tirA*DACLA4SI+QDAl5 z0rwcNQKvC_($Q?uOGvPOyJon~zsns)HLCK{NqkeUNFo11ep~NXZ=QlB3MU2kdr4@g z*R#TMA)cEwyIjUg{hS^T8w_W0!t0l{l1@edqfrB+ovPf~7DoH8AC5OWve4g_+C*3(?jJG6EDOS%DQ3gf5dugHHY#(Z zbO>8GoI=6C$i^>+rlg?V86I?`%N@tk&i()UV*3Rv4!<(Nb!|6?NXwgKP5O)o)OWqI zcD9}~R8j(^Q*v4p3md)+XCYC?JHbSct#g51AsiIZO3-{aJgPSc8IkXEwNMxdK zz1*Wun?T^xc}MY{aCvap?^{^GlcSK z`RLr!BjzznC<@m@L~6vPds{Parb4ufPby3pHL0A71NoF#Qkvd(^CCu^bMB*m)>!7i ziLDjExvi12=%Fp|!Al*np}7Z2fLhm9dVCz#$5QFjFe^Sj|4=jz(I092qIyLCi?3+# zvB!H8ym0<;Uvi)omCdBqd^K!A@3Ttp8?Cgq1;oA5O9bxCyg{q?$ajPdbioOjtF~AG z9tC@Mz={*Mm~4G5TDW*KYE>&8@x&W~u>rcHmbWdqC{eAKe-f^>N`}Ped9WDUdGpwl zWra_no|(D(MqyKe#yv5cn=M^kMap_cZ|*BnRO%A_u0BH+`B_(_N&FD4!2zh1+qWXZ z`Py4K)_Xy5n%Z$^kd7ek*S~~eM-Y=AE%xI=Vz(IHeJh8VX`9!C_}kuLTeRR|g6>O8 zOg7#)UPW9K%!FT5-=+5|;bldcQ`@;0{tVGXT|zD=qXuL!brf#%JP4KEo_`@|L5ud z=2|!y82^{Xp5Xt%WA6^Cy!7+NPehs{$sB*1K=dEl(g2GQ4ZD7Ri(nBi8V?6(L6V$I zC&(ZmiA4zr`6Gj$clPDg`}fEB_qV~hb>^e@w)+;d*0Y6)-IPn1$AfVIpdi?<;4R=g z5C$M(BkYtn|jogA;6O$5AuERwe@!U=UGU$l;_~u`b|S%N!v2Xp>?knvr{LxU`v@d_Sww?7bI6y+(L#Gq zZ^Zt{!=M0?;^9xfY~bTvf;>x1jDNF)myReVstiIlC{t3(|AL#nw_WwTC zy@UYF0b!s5`xDHO={YbCAqDo}7?jt5&O3$o{V1(|O8TMSm2d#!@!#XR_*eUI1P}UR zZUhN}v$}Y<;i24sID`xk{A(l8_$SdvpzFhe{3thv;vt%QdfIqVOz-?v-*G#61w?f5 z_2Xvm<$T5C$(M0Mj>Uuw`W#W-Pr!6cO*qsM4^F`XisIk<4wV8ug#^w!zaYOYYN>G! zfZ^Z2jv+#VaQ#XEUmejILWOy|2`(l5oac$Y|HiWkDE!OwgVWO~5C9$k1iS@jf%@ne z9-YFz!Th2YI6*+$iMIh`&shir<;5UAf%yR}?qC7)d3p#00spYy-yrcJK>P~`Q2GH6 zK|+rH#<(?M9KNrjZ~MrX(e)|AOYsp1-mhNfl2|hh^g(b=-|%1dXwl@A)!5k;4?dC} z`SSyT2GJ4v$w>hBlMs+W00IOU{oC6q2+sF>pRWu24&U`!FYU!Z1P<%$7hFEMjqmtz z_P?14wEg|Q76tP&paJcF!_HL$3j+zBvG4z~Zu?|@?P&f^PW~jG|6;{QpuxUkoPJC0 z{q|pN<LEaA_P&PsQXBi>(!|#Xx zR@4y*1ORM8?g6>`e=jkxeq$h@{{(+&!6Jb{2=H{}?YuBRVsBse90mRTu~BYAzQqWF z(cA~*<=vc%|1f|-wijx|{1>c%bswn&h4G;O@RYFg!td1pCJ-Vh^L_^J1H z0yh*=yt>H&XSdipDVy=2T=%yu7s)-NQ5BV)0bjJk(~)`C=$?hpnpC0|G9-hqqQHGb zhW6!ky9P1@A~wq=9m*Z9j`xwBTw+sHg!iY$B^4G;0q$pp>iRc_kPuAkeSALe?F7h z+3!c(J2aT;<*3`RfWnsafjJGBUn0P&Nal)CBL(RQK1(++5od&yF4JcET(suAFRoZW z>`x^V8q}GR*Hzicp zxeV41@>O?517wfh!t=M7A)cU~ooc4vX(8DM5eM7!N-OBC^Ug{DLTQ+Z58=W1_?8ls zf*U#GyRi89(WU_A=bIGGEA`b3T{j-Gdgi75Z8ZU!w_qw^eLGj($efAW{rBJfi+_M6 z8O=sDwON}Vd5Mb7^EGV-WLqOfrQj28;aDnl1%UvatewEPJ zm|Dahn_N~OTIK}%sAm7+qL-=As&!rrqq7DK*`irb=H}Ja;rRNqid8Sq5LdB1hJp{r zFp>sTm8}HQjr=!@II5X7r+M9q$7bl+2KVW@<7W z>|g@|DPgy2749S*qQ3}+6;k29=NmxIgdb(6_IaLc{Gp8oP(NIP!aGm3?37p{u! z3QiI-RXT^5Bc?AwAn8r@v~3jqmEy+MeJ@WjftPUl1eJ@|3%^wCnJ)DkCNke zb3?rdL6;Gvn-x`67t(SIxhUCJUsu;D-8N!KRs{5$V?4=+()8QO=rA%Y+RQgv|d{r)m}?xa=&>Ox3fQVc`f2U`;X_dswA>>Amu14WCplg2&=60BG|6G^U5U>eP;t6=DfKY|t}X4=cD4sX$86DZzf{DP(7J*n$sBZ^Tn_ z`thV_(!-6<>Z*)m>}0@qdb75x`=dA>%kw;FY1Xvidh&f~&teU~6Vw38Qr`|B3O=2r znqIerSJgiE{NS%RK8^Y>N5(Pi%6USZh)KQmwj1`&oRXo9J+<3>+#SP43jw z38xZG6xT#s(PP65ad>+y99c7hS~S9s?B2s~h+4U~Y)HT+<17!Cbdqw9NriX#UHel7mY8rRMV5Ro$GqIO(2g;#<5?w(vw^H{ zuWp&Gy7Bitab?_g?c^iBpYrwYj% zowiyXh4F2h1o_OqIVG_PL0cCGra!K+d)X$?Ga`|Rw;BZ4B8G3Ud!-Pud}8A&wgjQ2f)kf)(Ay_Qk42O;hCs(0s9^0t4;=D$WC+|pSRUcR(AICfi#z)JIIFD1+-FZxY1 z&AaM-N~Vzd7fBkkY)WIxk8TL>q%9!)q>SqA8yQU%{za?ii5Tm9WiQf>3L^3)-cbim ze%;bOG^2&4*^oa9Q!}!2DuFN1ar1Lwiy!9* zjEa&TL3uf1j}q^c;b;EMzB-5YX;4_;6WzeXDA!QG*3{ueyL+T8?!<_LqdWJjlYHSE zf=Uw8wpy(9DXI8n%kn#>X&H@r1#LpwJk&Kv?#$Eodt>&k-uQ9=PPKTG!XQe%rS5~3 zb8)LvI;gFEU#(9*`B_nNL*oHN4?|9lpV@Xz4&SdW+G6&4uklhcEoVL>e0xts3nD&! zH>%`|PQ9SmZ}`obNO96mbE5`Lu71=R^`aiH;Dw!nW9chvAXEeJtpH z>8>jQ)~O8nH-Qp1G~(1ZgIMZ2Q*GtjC?JP5*hibMC@99h%}1r49l6EB!WU9K*VTcKZ$3Ss&~UA{XBe?L&$M2d*YN3X(ZpLt_}GNCrUt2wumR98->ck$@X=)oa5*!*p2 zp;?T{p37KD;&BP^u05CVd6Scgyz4O(Ak?tbB5VCwmP>k)N|~qYwdF&0ZEf4`>3!Es zKK!Pg@?u7)V|+17;wP{01u~%SX*JRlm$XB5v~iLD8JeAJZ*jS~7CZfB%jgj2s`79I zVg0%PJch}0zMrh6?VWri2V!}Zc(r7p=H{h%e~}T5`GnmDGrkbM4RTG_a3Pn9i7e7m z6ZH*lr*k(`qA&HKb9~{BxKVa=o2=>#d!GjDJM!;>CFON&FjzOfwPUhMYs`LUsh0rK zf|2I;af!zXaaS7q7XzG}+ak6naEmO#fFk4wizH02QPO8-mkWoYg@;l8@whw7A=9-l z_xo(t5LJ#Vyq&FCq>^GiZpa3nGR3AFm+WBHdMiewcJJeNi%Tp+w$^fK4fUD^({MT< z@Uved05=e4E0XR?T#w2y!*miiE>|1!ERWa0EbwBDS7zxi5jX6l zUQv*A-`BC~6Uu&YJ9dqx z;Ls?^Ez9*O7uUi5zfd6qG;1d)zo^8*3~4(a^!|h@RL6onYP2j@ZtL2OS#>p<-uup( zc2$#+7rwlRnC9$u#auc$!Fa6ps|~-)wsQGtMaGl&vx>(@6{+QCPf{(}kI~P69rE^$dN|RjRM5tSG4VNSf)l#NCZon*p}KuUcs*YmlZ1yNa#*Up zX!>V$T}#=2Vo%C$v*~Wa!<5FLRh-PT_xbu5ckFy}80d)6xGZt0YIZq*+TwjF2@o z-i);SF34|^J*BLv7U_q)!oW}s?Pt;EB9&RupR=)pTrz34>X*f=-3*0MAK+qcKj~*U zb~n0-S+g>7?QvbFWI=vvs$sI%_RqUDK87vPjqSn1NO0bK!c{~lHY#J|tBe|cAP1#{ zwK@2Moy#uPy-do^SpGc)SqS95UMJRHcNLGNY>ut&;b$(2D<*m{lZqvn8f4W-8j4Xd zlBR3P>-R|%)x9a-gB~bC&p#25ylc_XcsCbu~m9t5X z%5~CZdeKe`KDfHo!z!R#`pfP%6+nzGI5NtoI`}wFT|Rpk*r)4K!#J@QiqpsF;Ditj z@H{ELq%AumdH6B?q$@P8L`9i&DLg(F8Hk$JxviZays(e#i*De>gr@;jP|+BUe!m1V zWpSjJ@!+$*m=S|osEe9bm6f;+#l~+*eIfQjz+R=esZ1O3tr>Ray$9i;1{b=D3ICgb zi;__lqsI2I9GBFxveeUI4j*I3A|7(eol}GRw6TqTE<3Ez+e##WAN(3wOKT6ffA+xmM$46rqO*MZ-xs_ zkDYx_px^(=F;K&+M-UpSe;?kwf711@QjwvCeTLX++8pO;x(Q#J55g^S>Bjoh`oy=# z+W}Pr#(t%d$)~bvpgr^Ol_ZtA`}DX3j`_&F!_rYm4r%SEq|4KivaqToUvGEeO#wooY&Q*4G{N)5nbMbvMql7X_c z)XQ8fQCj7BW3NE!V<~+Z_{7tDi11LVa+Bu6Y)E><>9KN*HZ+8SgIeVYzQx;yko}5c z4THOtH#v}8f{Xaxk7CPz-7%TQmX~zU>j$4R$3R!;2Fgnc81~%~3o~IpCFn_o%()^j5sWocM<T&HR%8C4|$x!-mz=L)4CLiuM`$cmxqhpu@2KG&WTSA zt~AUOcsDKEkdV7F0F~Z*rp<&2=&!XM%*~ZqSG-DMdqmDtSqOW7jzi@(7mmvI56C4$ zKTX?OsU5$*Nfl1j>InKX;A@-<G8>Vg@YzQ|l~45w5^yMHnR#=z+YKj%+cdW}LBxMM#; zNU4vrhpzNV;v+RqgYHxGmyW!Aa^|d0bIX*RW=x(yn=i>))~;stpc1f@pV<=Ldp9;m zj3QU?`?+5f>@y`bZn_z}Jv8E{9&4deuk77V={I)cOK#cCO1|N~Ue0B+yUaqW*bJ(0 zVzudm|2rWcMANA6iQ`P(e@pRW3$OF7rTTXb%#SP{R#Bl@7MRk1)0l`?o`cH$8S*x6 zAEpPP#Wfc6d~2AkCl;*CU1+UCGwdo) zomIVUbR@EBXAk~(dplXc5rJ`uczxoh%{=zxgeq*;zD@llxJbAgh{wtpJ@|0Da6y$h zY39{^6PJxmpLTnReZc8vfegqu7lERu$XQlWP4p8Uz+O!NE#{3>uoTP0R$5lr>83Nz zu>G{N@X6N;g)}p!|9X=EpWHptDwopZm))Z75ETDIaH)6={zi-^a;bFe=i+d0uydn0 zs1=zRbC0Qn_$VXAe&akk=*Yb2Lgz}FQgQ*+Wc<2%_u}Ipt#Jua*8$%LX7jamK!Z#18SbIHToGEM$Htr!BKF!6Rm!*uM?ypi33%)Uca?fLeNa~)!vFjTa_?NDc8PxB| z@JG~|Hel_JsvYH!7I7_74u)8A-aCL>5=S?D{K=JSec!Pw9J?ks_R_iqXfRf|U@$YB zZw&0QSfiNhbOMDQquq0R3UC*aAf5?gNnwlhg4!DjRjLrf!8{&C?7T9LxYcXaQ@5RJ;diBpvs=yw_(V5qPO^4BY;G#;ju<$oJ@0O4}c zJY0n@eM~&@Y=P~eD06@-r}kPOblc`I0{h7G2JN-b?rT594MvD-pj>e)uM7`mD$$36 zbv(wIcntH9$Wpg5q`LXAzgsECjOvMXg|o?3F|V{YLwh7NJx1td#MKnIm+W}$Rh{XY zl9cuoYMxldt|rw@$QA5vE8xHW*1f${IT6vhT}xKd&J&Cgn3wTB0x?u>Un8v+Q;$EJ zlYIW5t5>QV*as}^Us3qaHGG&Nv0Dv&Xy~2Pp+ar8DXe%;e<=xnG0rf6+ftc?>yJt;%r1g;H)+HLhQ6MbjaHs0 zKC^xBP(aqq=`W)uL)ax9S=ym#>=$*n;w0_rN{%;#B!%9iYQ*f5x0hEaai}e@5lv5u zAz-mD39M~rQ1+jP^oAgw zmX{$!XUU3Px4WmoO$_#VL4mjsgFPZA)7W^lau^j&%f}Ukx^%=dZxJKttkX0nJh*!4 z>0>{Gz&_FP)#c>&*+py(^aSoE#B%YL})!{Q( z)&Ygwe+z0`)jp8wabQ2a>IU|PZ0gI*4CU$<6RBL~v6;O(_~py`pidkqx(06d=mLTX zl3mu6)PigsDeo6Uh1s3WSaXr7m?y@Ge0|#}8IS}7>-uA7jobzkJsXUA37g6=sFtYe z$Ss}Zi-T?^<`M#bJ8`iC|Je;wo{i>oE`i|ybCv!54VO%wyVAetqT6=c`Q6`4_MA^e zTy+k@Acxit4;j>kuqm0^3`0r}m_q9~){Z}ejd0*yN6q?-*>%c2GvqgppJ0>~$@uL7 zZ`X}KM(a6m468tb_kJd;lT>{9M4H#t~Uxgp2~oFv3B&&+*MK2|?L$XnzZZgv7_kCqMxO zJ?!48jgAKVPGDaPfXsn*djT5;=nD(O;9t1!M+U6;06eXYxX#~BIf{7({1OZd0f2M> zB4z}MscVk0jV!Q^qhDDA&fpwY^cVl~i!cn}HwOj)7Wk)gYxi0w1o3=lT%Lpsb^<4I zglLZL&kO_!j$wHY=+Mi-2!I0nB@#^3fFZ=Uj2$T;gbNwGmm>^_MKuaQVbI@qWRSyy zc*{Y95GC-7rEsW*IY?PmWKfBL0u?)IP~rPh7J482pG*Un{^87YXC4E;`EM_T83@+t zmlb4sN@ox!=Kem=s_Lf%fuQnFpUxf!04OmnAt4pCpBKPhk6bN6?_}ow_I^+Bo<5yH zFu#v`6n9@50|+nNJ`~xv{JTNkjsxKA0u=uFZ!f^Fw!B{-0OlYVm}5`}!MyTMnY`cr zjNfYT#EZxqu$3V2wI5)#xVJpl=re?7Jxy zFqA-(L*Sers|{FCKsK2E{;zG(uk3pd4Tf*nfuo-xPSr#=`T%S zz8XC?-_HkT0QCH?RCDmpT@@cr*uCJFyD}yS$vZ#LmC#%RhXxiz;%@*^9X6OA$27Q~ zv*TA`8h`scZ7CjtWg8+$YscP2?)?VIPy0{(AO^-lK@co=spA`z+iL$fLS#8N}UxbAc;IgGx{sK zo$A3oq8=7emY#K-Wc_VK z@IJ^c@1xra@!TTLQ~L=(RXb0-?enk3`?)ee*!bGrP_L^F=iAw0^P|JROWr&?n<(_> zpYuFyu9uHuNo@<&2PA*t=q5!RU;T5wA$nNWra{B;IB;^^9^rR=v zZ)#TrDEUDTHvv#Y55fthtAxjunXZ({8p(*D@`|!A-wG=$;*N2T)ABUt3==>dG8;Yf2{3jcUYdEER9=y&tN;ZTQ9TMlmmpS$2%f{1PC@_KPJDQ5Lj! zfs0-FAAiD(Jhd*te=_KpCAPDXRX>O41tTB5`cKi|8Bd7cvk6l*m7O-Z%=Ug%P<%Z6bs za4&O%WF`|%w(A1Pc_o_{mu492scSp~lRP||l_u)hFvu?XKQi8azTh_!OX`wC0%?UBlDc%9bTGea>LO7xjQ zW`)C#pv2426-=Au;H}P}hqlK3;Hk%qFcV!+LwR78xeaUcJ~IanyX2k8os@Ndp)xSo zfLndr3Sg{f-E3u~`E4EMdz>ZCoQ?2QAI$Ax5(zd^?*g*cfqHP&RQMQab!4`81%z6blwtz0IO z3DP5*-j7u3L4H>k$MpTY)YR7}Zq86mZ_x`MFzpg?l;ot*MBe=~Cp2O7Fo*@IG_d~- zCrh`!)=CSZuYc-gX8-H>Vt%k*O24YFtkG1W$%%uo@OX8!Z;rjf1LtB8uBJj^(u>-S zu|7&otZ;WtsIU<0ShHbio=RM)a+TVQTz}b$9HT%gJCSHuSMHiDxpGj8V%skxzMP2r zzDGv6^wb}4wWDh>bQE=WJBmhHeOH=_!b;b)^`($o+MvLPHF0rmmelGH2=E>+5PW&| z4cdMmq0{$FJA z9C(+AMy(Z1q8j-oa>=Ppb-Q2g7M1v8CMTeIjX_`AW2l+!R`brra_4Ss4XsG6cZ!pU zU;9{ltL__vwn(pKf-YZ6KNfUU0eXy|IWa@kPn<2|R^h!KJ}@Au(W)gS82?p&F97_T zV^=U%_)geG5O%2@xkD{WTW#esTO2RC67odexE(wy#Fj4`%G8T>`=cS2wopLwbo@4C zvB%?YeTk2XQJgi{y6fCizFz>sOinM7>`AQWsdz*Zv&Cf(xy?&3LM6%JS#K~T>3uii zIlUAiXr*_@$K%dyY8a-*ru9z7Gxm~>YNBv?sxat7C^l8ap__5ZTO;`@WI8Wl?a5+b zk;LZ?@2f}|bX2#TM)(jhHyJ8IVenTkuCE5|$Js(?y(#iC3?D;jTlHe;7*q9NyUem@ zkvEO-P*B zY&Oxk0YZC-isR%n*~z=UxjqZWzPk~HYu3a*h~uh?w6K#tOM(TR`V-K{zvDd|=| zlBVO|&t(9k^aqoiomFm6*VtIJ`5yD(P-!U6qy=|ux=JUPtcU1dS$C)rg5SrkN5|ux zv|$LJ@Fmc-DSEDcs#kN%9Z3=`RD&Z8oSR_FbMUXZFldIBiOCAwOW zcGr^9QU)g_6J24GSIvShom*S_-FYPnx(RY2NpwM3M2Z#T1dYm$MPjE=HR1MykV_UQ zU(NiE%|8+?6e=y-Wz{AR!H$eM!{BqK5y4<6X#T1BY#m>8WV1k$vF-jji&R zX!EPlg$ZS0E#h-~>y@fI?Sa?o!h0e!BcH<8z~3~ZAT5#Hlx$Smf#Sy}ksn0ZC+TNzAO|r%7FRD|-vA7cA)SuAA2x0E zm@5w~`lIAtFz@NB=uUkuqZb9wBWt3c;l{Wp&;GZ7H(g@PJX%-u)rk`t#*v#O$5ad3 z7T|{ZRdtbYfry~Hu3{e;?q-2iFcGzsv?hAXWSNx4ROwo2_8Uo2v663PbSxwbtEKCO zv_rvK!~wAMLkn>wreB%@U?ah+F1-V&o0067JF<41Igkw~U>sk^{E zCL<)fuyaAt1d`n1s&zuS4E*!2dW&c7NA#xRb$f6DSK5vwFhAiPWKeQT8T?Qu3+@K_6UDc1nC% zjofRT0CLWB^EU|kv^3?0u%DZG2t+Q;Gzc=}8_*(bY~OVfHzdb|^3R^*PClvsZ8N9V zNmx6x5NgX-Y|ZLM!rpo#eaP%gD@n=epj^~(gobrN*%;rxSz z&F9qYR^^xyBWaZfrS*8;lnPqdH*N|vhCN(UTAzL&DCSTn)=P|%bF|ltsr)(I;qJAx zG$P;J+be|mj$2C}FQk6=#I*^V5Hwo`{$2>P+Dvj_Jqyi#qU?zbfv4|l$T-fG_;Vx) z&9o9ojJpFO_fVfK1R=TzH%CreFSUL}X1*GhA)R8S@}UOHYvWR5*B?rnMP85r=vOja zTn*ekB3ioaJnoJJjreI~CQyj~Pr+rt7jOQZ!0B)eks}uWc;t__zFAF{rzOOB-#j!h zTkFcg!{HS_?&Z^4(dIk2d2~#HaNGdcIHu?ETYLiH671z+i$(fd!{@vEKHDTaE$iSS z=%7azLfM@*I+&LYD!_k9dl`100J^%NOhpng%GA|zeA*q*3_?1yH#$Xr(zv75X#lCZ zoDDZF%b6HX%IVtF*ldIqq?vzZRf1}a9vV~8#*iufOI&!K8Y!kxubg~cees-u_9jAc zGiN320Iz!5Glo z>6-Y`QHc5#9CyB0XW>urSs4p@N(h?!ON#VKg6gAre`%?1kdX^3CP11Dv%(gcQ^7`H z4YOEv;Ro%afEO5^4hGpNDQ`B+x4oxmP`0gal!fb!(k7(^Yn{G*6iu&|LtD&qfYF4) zf~W70rG#}eILJCuER>6gDpR?;_qy2EuY%{^_C11@B=Ss&N#^RPur97xxAyFFw3ca9 zJulUd-hRb3Z1~mC{-sd6>EzIk%SiCc=!b9F1F%A=Ta=}PY(N7w)ij`mu!QR(hz}3w zTBB~{ai?X`;9DQ?r}9OjgRy7(W@A?6FF)~D?r`V&W^HtF7DzUj$ux%O*qQ0T#6nb# z>w=#nQuI4`=0!|1$B4gDchw}y`&9ziPD;0cmU#Trhu37JEhfa82@SMZKovFz3W z1$R`{Y*jS#{Cfj-QK%<2V1WK5PF{IWNlIy^9K)@J985dp0_ubM)>{Z}Q%NUNjv8iJ zhuI*sFX3Y~M^n`^lh^fi#EzXcQSo$q@TcR;vuEG?8E>zu1abUa+r1_yfBd@3NMmA^ zo9lS-W6hNwsOI$0RF9~PQmmOCW&5a@{n=F(k$FQAQxN7qrjxwMH zx#x8@d4=7s)hSXtm^A~iz59KElaCfvYT3%kI20w1&;9vyfk|x~9uZ;s`wEP&kR_|v zw1?_cOW^v9+83xiI5*ZitQom8R)1%e^s+bbJps}5W>T)g#;9^vXz15sP^t|-+y;`= z<*bg3Kz6gT(ZMH>|Lt<(@l&@zRycN9JfG0=D9nchjw17j90QV<*SlPyHbWmR@( zMGuzX?sc*Pm2+^46TDMZb{fs>-ny5Os{7Enx7gB<^fzVq$WBG7t9p7-{ol`L>WAO- zwKOWGcA|qg;oPy@r{G#8ymOYovXPR(;(0Q&vf^?)-oJ_sUNLayX<>2k|Ogwpso5jGf z{c=_=XXLM$+dZkvg5!&(E&PI;VhdjrtDGh#+J$!apZ539$a9C5TB{Fd9P7K)3oan4 zg6joI&c9PiFEtL$JdRz2ODCaomwBNnw_r; z&kQ*c)`s0=;y|45_!M{zCG|KBg-QknxvD|%5G>=eYUzw4JB62~Z0|FzvShiwC%_4x zlg?)We>OaRE1k^+GJ`!MIEUS+uZL z_htom2+%B3Wiliu4?un~BxXLAu4Iq@QqK|#r<{>1kMSfIE&=9gy@iaYf=-1Zj^j71 zbsB(Ea3ychb;CBZiPz*qWMFFhzu|}%pg9j72~|gRj>f&sky`;B@cd!BZW=z;qtey) zwHh%*It}+RxWc~<7#*#Z_G#XS@+;1S;Uv?@mWk9XF8qQe&8W;|JoZ= zCmQMa9(u?bEMxoM#}W{88hXGqO=yPvN4vu620PcVsPPCbNm>JBp2De#aCNA-a zbl&p%RI#zi6NvJR4(DtRi#9spoL{ijeLY<6xhR>q!{D}3z*;%ac7P$h85ZCRIWw}s zE}2O0Oy+FFCZRO@*vBcvi?Lw_nFH4ON{4Q>DU#vV!?fy~#q@j|@|Suq2E7>ky;V%H8AKYo@&!*gra!)XxJ^ZL z^@qc&EK4rCgyCMaX@@&1sg74ihi&=z_VAS|m^<_R)b{d<^~Dq<&5gJi3P0v`e25{O zG3ljymwCX-0~?(^YkZ5ptrTi<99o}#scC&Z%->zWUG(>ZmiZ;EZraZpalK047vw7o z@>-K_15;4alsFFCjOkOq>6YwM&nIQ*CqmvF{B9iWcW4^nEN(|w%l6I}v;BE8T3iYz%wj}8hU{}z6bEYvr zn{=nSjWPMsHI&^@hQivXt?iBLYnJECqfLQpw&ds*W|)b zmELROltaZ5J)`E-kZ5kaK$Ee}*v_^8V9|FPb{@1t%B-Vnh7I5A(-3`2O0Dd#H`Cftf*cugR_%}tSPUa#Q15pU#t zS?Vop?I`9L7|vW4zb(hhiNdzlE_3<3)56%;5;v1(lf7z_JDJvQ#naF_crPc-O}>no z_8>Q|-yPk!tB!wBL5*0{f#Ly59x0xmfXs5K-leaprQoquhR^ zZEZ)}fi6Y$X##h8f70El_T4Fq#Yxa9=5)Nxjp=V?-6rF@My@*77PsMV);t*Tl~|Ww z3Yty4y{$RAFuMJz`<~c($u$?3;b#oxzN9oeerC?skP?J$dGdk5+856_0+d9u!XfV8 zdsb+2Bm!Hrf&)h!ly*$+Eh5!d6#}oV{j2zey&{N!uF*9Y%uwIIZlWqC57~@%6+j8|WOm!9H-Ar|=l^H9mE2R?U(2tJhfjcUiJ>)fUGdFr z?!hsZWqJ0|ZVUQ%3xav;fooOLwm?)oUj3U77eApo&yXG~Jcj4zZh8goC zYtptalB!oDBR6a&4*npG>b0vfB-!bglgHa;o%dj``RBs^q?2ka0Y%-wmOZn*oJq8P zg&++6_j!M+0~rS+5Ed+6-_M+^7pvaM0z$yz)-cVEO&Hgr>ghK@-{$b^>1^rsH)MW4 z-@$)F&N%;Da>n(4nqL2doN;jePmcC~wZL+4v#|XylQUOH)#U9qdfgZjd@wZO8zirr zUa5LuHZovgDI(}zcO)=To(Sa>lHWq2SuRK=k!Z-GLQxAP?sjyiIUo5iBOdl9F-M!u z)2+{1-m`C^$;)G^ir`^R0oFwc8o!W<6X+DD`& z=dr+Gs6YCktSq>|qKB4CUB1Ml@ZHa7)P&bGG{ncpBmKoE4H4$0zJ~$wMba=YfW`xr@E$Vk*9Qf? z5!%}Kr$7a90GZA~&iF^pCXg>de+>n4^}_>)k}`L|F_OW>K^$;EW?h_t!t?Kq37UKf zf&uUCHUmdNMSgZ~?Oy4JB8}~iBT=Cp1Au?M6DPBF_Qd+ z4<0-g=^=*Vi~xRg%s*PyyDyLVmVtXi<)X;aPQp7ORx56JjlZhX-PzWro}WW3F91r#_`g@Ss1lR9Z9fI&rlpuGL0z2Bt# zWDolPe)Es~?89AnbaMW{KY7Fd5gbHv56Rxu2a#{l)5rmaQ{=)W`pLF}{xQ}9<$~Kk z{@zu>rvozwLoY#v(~LD4*OV=9&@s*-{6E78~$;lT{T)f%;WU><5G-FJIL0fq*oCjRNuV zRclhvfP@k{TngmK3IU9-WYJ%5jSegY5{gfBrhjG+1cv4&LDb9C7wB&T{v=%NnD$W% zr9=3m_4CY$2Y?L+DWgY|6PUTXhm6I_u_BbJ!W|x3E2joCZvi;E=62@|>=UemYC|@ra zmoAwCv&+RO#AQIq_;=c?nd}K zS&iFZY~<$}#sQDQ`>@|s!yY{)3O0lk(Yl<7EwAVqO1sSVk}d?67zsku+Ff%BeLmvH>;DxwXCYY(_33MRJ8RDKq8Fwgn*?rb@9 z7?tk};dxFM#+wD?wf>XwBDN5e;P2^0tXolz9S!kw${G{st3l zi5$t?>#yH1&l})i60)O9*Re8s3u7~8;GXIfjMRp3|SY+|D zcScT|XZ~EHwjep7Igg}IjGzSARPBYa9MLtI+xE=&&g)Yl+{B!FObNk;G@c)F>&J+A zp{@~~yg8GL-jP=ma&wJI+kmOtCVFN?yp=8n9kG?ZjWEhD;hD2+1|F0pD$eCO%5&eA zzraHG!M75+fWvi}K=8-oMrCW?yaXUYtk0o{-iN}#zr@P0ptZ)Fw0`7|5&NEd3>n1R z7H*tIrQ^cZjga{?Jwh+2rm;P<(rXGOvJCmrzo^2X==={)rWts7uW-r|n0D7Lx%L|E z6xT@?_I#@D&qr&>X$ctBNZ=1h&M+(`$c+<`3{Xx zr5@R{XJ6K5y&(NwUve^B0gV%*w{P?7mGZ}Z_x$)ksT$0js9sKMEq?@!#)AQgGid2c z=;XfiPk*ZLv*-uYMd$KjzTF5|F~{-0Q|JDOIT@`v8C1~6S_Mz7YW(&DVMmI8GS-7u=A#Gp;sTa;B_}bRPWx1b<_zuEk z%4sD2jJYD;7UsMvXM}%QedW@}FS027b|pgReo@_;hogT9&ggvMCQebK9@RzExde$$ zYrTz#S@epz5MC9?Rd=^!iX3fQr%Y_G;fOOEnWfc%aGKfh+3R)JN8Z3zN6V<}-Wc>= zou&)}ow~QB-90G8HeF6Uy4H}e>c6xLomC(}%|&KlxF@Ig>5jXtm|GPB?UGFyOy^VS zZKNmNL{zRXl(WY(%f4=sV3Si$C2S8!TY$ix&5gQ%yZYk@vE^1|M?c=;H+ak31xL~* zlp$i9`QcUYG8y;2xF7{wmp)U&zldDw2(3aIgPWKB+>c`fq|&=XojGy9dSE~u9e8&K za9L*C6$La^&8qx%=Z z)muv#cKIA}X^PRu_Kd*g7c*eEF zK=rM|((8Cp3@rPIBwc?x-S2M%zMC8mP@lc+FImJs%~Go3@vD5Xrh4*TxI_soQkWa| z7IH8raC)-smULrm#xjw!HuXqA+bFP;?aDOuJ)cuKS|JEb971I!@+}T9r6zQ`%VhU1 zM_(Nf?aO5nUPkP7c9`|bT^0Att<#*q0az5SEp0j{2)5fWJstShfwPu@_H0ejv--CG zcDy?-u~hBvtbQEL5hs1arFO z&*QS9@^HJ=%cgm4zJ4U}KC$AP)?-8%)UjZ-s)Ui zKmb6Eqp}%T+VBPPk`?l%lm)Q4HF$1AK1xKlwZcqn$tz&wRG1l?bWhpOkB~gG+o`_U z0aB(*%@c6z2(p?N2igzdOx+T1dRGi~;NgDy|D@FBVDS{pH!F z-R}&9o@$(5P?C5S`>E&R_{9KzK5fQqmZQDt`0Iv+&dHh+JZ9_0Yort$-91aNEH15o zkx0Yqx-J?UbJisU&x70DCw3#VDDT{fdFri5u{G&z2+6BfOdyPih02xlek$TIODf^x znn=}eYKJaElzdZnpqNK*e<1JbuJf2Ej4O>RUKE7JMc(<9yH5gEsnPEzhfD(7bJei@ z&NO40ilzCAI4Eu~)xu*$zMRWID|qOo>Vi%4L$lGE%g!;b0==O43P`}`Myqr&yh1Q) zxJ%5?@h9z&b(L1?^Hk1|6!S(#yL#UNqnMOlPeav8+YPg~78(zTQmu*Hc`4G_L&^2; zEQA0W6&4L|8Uc92+iQ|8`keGOtpvkYO`i6un9LA4X77Cy#+II`C8gU^Ln_WEIR;R# zOT6S}cc#hai49-1vYsd8W6*s$niY+pJ%U+-XOwEY0X4?j(OATh2K_u6Vm}n<7SfJe zMKxCz!8hV4EbT$g+QI< z+uq5osCx@|3zSPs2(h>H@FejR!7{|1MVtop6B$-Ba7694;>(R4WkPPxdCyAAex7hz z&S?*EGY9UWnlw+@P-{AjZSyiTg*Ubx zpY&Wrx)%>aQ|*u5qpM7n;dSTcWRjDD()n1dz5%rMH|>g7bL#PX*gJT751xlmRv68Z zio(K-1tE>d5vfrg_dybU>CW86-aw+`a&e-Ak~x;<2-?*}8tIbUq*-W_z>i2$nI}|6 z@MZH-n7Gj$)Fs(V$6bRj0Y`hvmg_Yl(h;}PLPeZbjJE)#j<2G1CF@;Jr$%;;PKsGB zHo?Rgn#hRfgJ%E4gZ2LELdom4l&d08CYGEdCDcMwTgG`=F+(PCISV?O&W+EK&XN99 zuUpa|mGW&yW=MwCN%;{ED~~4v$?Qz5O-AzXP4yI!MN zwZ^e!%>sbFga1UW%|Q++48-x-LD-8AG&DSIxW$`hHI>ImnpWb8)OqGGjqh=5z8|uM z$5=BN!vsrYi&N^|YvrBt01`8!&JE=NV{Z~|rMV>`?YVASZIGshSq_#Irr-SfntG1r zsL8=5q3KaoPbCBHr&9duif(~Po*$VHj~!p+RtBB^a$mlPVA~R_=Ssj!WzYrc(Go!yR|LEeQm+k}!n+y6<)vX=y7H0D4?{ijb>MdYg>!h$ zYAXF$edF$#y`T)<=BW8Q%lfu%n}m7U#hoEO5l-0PYo??WQ-w+#;1XLpU)9MDYmMh| zs+Pn5!VZ1Rjw`5M&-m%yFHj1Rs(1visbo}LUR(RACH>x-KKuZkM~SD}9L{lNwaVh4 zln=%9V+^rNS0UNE_K8cGx!U4BV#&l*DsRiY=1qzy+nq6QymNhoY43m~c;l<+9H#dq zHHI?w2DiE;bA|%J*@{rHvf97yTFon0Q|DzVJGj&`u_4-zP=~MeQOtYFD`b9U_l!jg zY91+Za52FR=i7tN6K^4hUQES!x%bbl*wwvi4aH9&OzJw=k$7saepn6Z#B9#)Y3>%4 z=feGi_5AgjMYF@Llu8=cHStqz_v2MWva`MQ@}`;->ZQBReNVS;{iJv%{R|u$@>WMl zH>0)9CMK6i8`j4-pKy&;LqAp^p(F->J+5{`Md6}0B5{VZ6j_!Av z-(jZmTm$^wau?_@z@`4Pdw)8qJ{PQxfrA4l!`lUs31$V#mnP1MF~yD1$CH?b)Ej0U z?p0BRpy`yg$Fw$ApP%q|I*LGgUOwFj!+Z&0WRWAgdAlrLm~#0-TL>+#z!8ycfV7tPgrF<6UGAG@hPL9?iXOE83Nyc9?A2Uo%9o*4 za<+nyR^>cXD|yw9Ag5r^Epv{wey2o1LQL)99v^@Qe3{7$v>(blc;(k6yRWh2^&2&X z56@!**i`Ep2?c$M)L7|!vfehHjWe24D1CgErZt0K;_iZrl@aZUx7@*Co&n?yo2bIu(zDY;eQVvmsy>C#&;6 zgDbj7j;{d^ui$Q?{rW4)XmRb%uT9NQr5WCen`cMUd7n7x_t_(0RsuC%t2f9E&@ibFUj10VkO^+ z^GMXGyJsgNAGvICT6oqL`70UTPgj$;3A=l!#6uuMeBH;!Lti%vtJI+`Yw;J5aZ(cP zbH(Srjr1qRIH%3WPVtEXUQ)dv{)WwPb=#N*=?JB}Slv0|cE5w1kH@CNP8S*GA?G*4 z003i1+d9nxP_6vo8>DLA%MVwNMc4%V?;Kz(el-$o-A!Qm06zh= zuzBSrwRF%$2?NF|z#5;P1=krMxZ?uv3|~fXE{ASLs)wtQE>8Y*|Ykc9GOfp;Hi}+mlZikmx%E{jiB?fkP431V|S3^-u*n+j&?V-}$ z=(WyY(FmP+IegISdejo*=7m96{WdPLal3st76z*EzFY1%E9Ti30;VuzxUTttvJBhu+=YWXuoOgtSo?m}6mLEP7k29(e47(5C z0{f+mr^G?+q5h>VTT|~Q{4~eoi-Gb#J+jwV-ItTQ4uS)D9y5Vt-~U;MM_=BjpMG%- z#-fv%kD5?KqSoDgSy9a-Suf^pl3CNyT!x-u!#~B~P1c?eD4LTmY*feaDwF+_q9$^} z{-iDe^e&e!pu5T{{6*6ZBMCJ z6X9x&ZP0zwx>R}#0B*SDP=nhTmZ9LD?Pu1Lq5&q`CpVkAN$cqzWDvOWVO~sTIldG5 z2j36hu&P?N0YzJpl~Sb@4XE!zNF1CbZj{MORD%nh;Hcces!~zlX4v8FIwYjiAnD#C zVcU}2JuI(!`jWZquNEX~_7d{F5XiJ~*Ej{pD2>G3Q?G15x^&I$de(t~lsh?CY(enaMfqXjvtd_V8gW?#0U zunQmA0+p*Gv1aWnbzBu}H!GOQd#1W7aSc|6BH&9)y*}O>q-Ito+=8u)#`_D*GQfGO zYu%}uGJ4n`iGJ3;3vXuwXRW84rIrym!Y;@D5H2}eSICp*d7QlF$r|w?%CffAKILvb zhMK#s;KoPl3CddlCK+z!*I&z#>7Qy*I|+&%H8T?xxsJl6c%1|!y! z>eJKxh+0pq`y{i^7t|O$heh^KK`nUNqRCz0uBq?2#JKveH?FL0TN{0^f7*U&+Y|dP zoc<1PIebImsEW7aLAkm~Xnh=&E&Q{Z?AUNQJy=(T;z33xP+#kh6;^7O+lw68*^zka z$p%d>lAvptF-fQBnqHioAu7$TsDaN8!7@@>++~K@tfTN;Fx$ICZ4tYDYk$*zt08(7 zvVs`y;LqXZ!hgl3?5wJt&v524rxu#Hbvf+DQrVMZyVPbd^RKF^hGfORCaXm_I%;+G zMP+9Q%-NwFs8-)+P11xMm9yj6WxUtBz_Bc=f#NngHBnqPK!kZ>O`Yz*R{EyqDRASu zI4Cvuk{2e)46qBqk0)S)Wf6Y*A^sZ@aHjUp&H38U6}+3K-YG2G22;nw&PSA`%lliLWe2!w~(VQ_9gBjyV%OU)hzoaq~+qYO8l z@3v+15hgtf29nGk6BmUuQN&JoHg(sjlAO}iPCu&r-; z8P?rh4|g1{P9h+evFC8#A4@t)PTa&x(Lp=6TcVw!#z}0$>37;XrM0e?qRVG8Z=F=R zXe3rykj9bpnY)7Y{>ndRyHAO#Oj)Zswnf~3i%nDdFI<_O^Oz1&jq)X^%by30gYy+| z0`WE&DFv?&PVHSY8Un6GoRegO>pK$d4zio;Zd4N1dxi-g|0OQN%rZdx3~jBhltPrO zC}LsXs-Xke$*@}baNg5`TRDS73)U}das%sx2UQBgsCjRkh_C0X7}VWEok=?H$WLUN zg)+fOIic@BwH2&0%m(1|FkRJds8Z@xwH$V)(ca$A#Oag1{DCSGO@jU#1jqf~A~;Uw z{|Vjx)4ay=Kd=682#$-5_5UG)t7Qu%S}18JDkw;q^Oi_JSSSr66CxrbhVF$TkxbW1 z-SJK=S}2JKa6t$DXJzY!@iOK<-TLX_9PuVKCfm)ku4`T0@Sb7h%YhIFnNUpOm&FhL z3k?MuWD-!-C62Kmge0ko1cm~9dy6&X2(_k<)o%fK)`r2DG?0|t5s#6wld!X9pG9y)yY zKM0&26rrMqmR8cwKLWRo9u_FlFIm8VbqeM@d;x@+Pte`OS}8&`@yOH~BUF{TnLoGZ!vQ zNU_d>X#qFR1&pWvA3*%m6-P7!JBkQKTG$t10EQ7d3+WxO57oe*_Yc4^DeA5xL5(2( z18{U;pc01-K^j~Ks}aI|6MG783@BAmPOhQEjvD>--%EQ~SYZBFJHq~UE8vm$qVM0j zT>XiP;rb#%+w;N{k{#K+vMSe%;E2HA!Q6umLXHV7At78)P|l!(Jw)>VUWn^mY}gk( z*k|ww_Wj2K4d*O?5aa~WJz(D-=#NGNBwWN$$Iz$mkNaLeZ9oGP5={7Bz%!Es7s_q^ zg$LHjt$A#p58M{41@xe`0v6Q!)7wijyPlpR8p{3`;rq=8x-zG7d&6AEgZY8~sH&=> zo{&B;vSmR)O9z^whK4K%6*V>V1v_VWM{6-(N_d>HoZIOaI|rL;Fwf+R;DnS{EKsB| z^g;Am09-x5E=nH%$=@J8jJ0&J&;WqmY>kU^s$qDDb3ylRA(pkMHN zToH@^!QbTkG~t0I2H_MnUhCaq1z^G6>#=t9kuX0$K%-ZWZ;;^Z^Zfzdn9#p|`M=4E z>VQCv81(M|A?eAJ92^Mg8}<+vGS%-&L%=|jC~^6~APE)=&H;x4e|D)MDUPAXxr}}b z1OHUOIgT3KB7D#TeYX9hZf&e^C*Z+A6as}rP4T(bgq-=Rw9OtcbnrTPnbz>}t!D_R zquY41&#nudNp;K@Wk!&-23HEquR16^_v7)$&+W;-7^^vFgUXU`O!pbKuk{qyk;l&Y zxBU;HjKhmE@WaVe1~Dtz58>9SuIVD_?a4EIc@Pt?kaR0`X8J6K>-Z9OfVx0n<14t5 zH67+BGHY=|5;1bNoI3yyNFL#+~;1 zqfZfCtGpML5Q&$NJ@yXuBBCaeQ18VlP1v5?IFURf7j~9pX%yZeF4yzySvG&GU{$}a ze&=2{!=w!4s4$FVm$KYlJv*15n}|K!or+yT`T?Mj-~@AAi3s>7vg)&uLGo2SCfIlh zW^!i|FCwp(M%qm<)8YlMk~&9Mu!t*FUX!Qa+iyT}SNlSkt43`q=r~61 z0CnXoAFtAz>X+byr;sl3TT>&v$O2Xij>SPl*UV1 zekz{X!@s>vt9tE?is~w*{M`Ti0W_u`AiMbirWy8M5?l+IGYY!A>UE6ELb4Q)v(Y9K zh!g#9ZL3r~w(;oo7_jYMxAbh?6^9uqAf3h{mNw8NYu`-v9{St}@8WFtWp;?7=ww~_I zXAQ>r_Erdbvs3n*fv2XqHi6M_&ZLf}ix@7}FqQV`>nO%;*=RIHljo~q=c|W}-0XR? z?U#FJ#EVVSX<4H!EIrdmJVyDv_2aHQakipqtZ{E(wJX}r3X4KdTX(rc-RaPBzb~`j zHO@=vm(0B|43M=DevjJAhs6qXf~$n~t%%Hv9i&HY)lUfH`Ff0B%1V~V(l$E5VSh3( z6GFaQ6f6*MVE#qn{4p8#o1NGdH+B&j-%Xboi%U6i@`MOl_F@j^O;HiD4=Mz0Hwk(+ zcDPNhYdjbol%`{UP_3t;Usw4Rr<W#2XTw5MYs z{kCi|s2fY^iw1Ci+iZQ`xcK!b1;fLXG5C~=Ik#sG-467rYR3ymQfVtk0T`Wyye2No zK#;0G^VmYb)}GqM1sj8{QTiMNnIji-x0h7qY=Dr6xNDvuf}>)3TT$ ziz0&@^0B`InNF=DShDxXkWplJk%fid=rhuyPDtW5~ReK+7Zi3ri{Bkv5d%I z;8@-fPXc75u$YdJSvKqDD|WzhcyHW{?T1Mtv!`wF(}#!tl?^Sco<4k@A5nDh$zobKY3s~e!+bE zTBGM01c?NUmfD3facD9#J#196-A(bZ zWb86s*(n#ntr~qJ6WQ`67(?3VJ4vBK_b=hnCo zPJCJT;#lNAKvh}O4pE~!A;vE>0NRO}`!I7@EsD1x*Y+Jq_$-ClPOt4Gmt;cu5n5ck z1abHs@D$TW`6>NA6aHaczr&&pR%2LE#7=#p`3wWXPggb@{MWr#q9*Fa%nqEi-?u3LCUtg>)}xL}42udq+n^JFR_(1rAZ(Zi=5V z>|R>iox}__uWl7&*)t$-A!9i%hK+|`tXf)?c@ujf$8v*T%JiddxR@ZeS9B^PVd@S(n)+?tc+KHTuaq==Dz- z+PsuAq3j1&SLv)`+VjQUUi-#xt}nT?^aVvqcBSdEr~=-^X z7Yg4MpzDLb#3b{5Z-;>OX5_068_+B=kR%b0=d$a0)>T{HeT6^jWrYxMPt;)G!lzc5 z{QeepK;o!(*D0U*9n&O|?AxdcVYa@LGg2x~Z`C3u|7j~(b2kN{LWjMGcP1|AKD5U= zr+qhS@IiadLRNuF#PEBQPoSIA;VditweCcqHgX(x>&!C5xPFS3RAgnd5bfnrr-W?W z^KZq!a@I*Ynt=OQY6TVf=jRH@uSI>at5cO6ur#lSu!AvJI*BaE9&qW%96nOX?QluH zd^yKApCiN}cnnQyya&8A_}0ZNv+|57@y;5|YI7oiR`6^2JB$sE&T-c*%%>NnYW1W> zSA`nANbLv%-eWg^S0**o2AN^x1mfG|-1_J3q3O8+U|dFM@pOQ0KPcOvmTM{-5%tq% zLrA$scssVt=en>j(eMEY!W$1OJ+R$vF~umlVGcM1{OKubKVJTD(;3}h21yRzOrrpW zz`9hJ!uw@!{|s~BJ>^V?(PAj(^}6LEtdUj;7D}GL;6$40nZX%NZyAhGYgJd{CklLv z?c^)&BzI%_KS(aUJ)W!A%Kr@2Qm`hq>OELfwv%s`K%pG0P=gYzAil> zk*TGC9AQWRr`j$hOlN!Xnew;LUWr|J9d_0UUB^uPD;jg#?_YcSWDPC(qc8*u3)ghjGFDEXT~&F-nVP);{aV zdUK&!v*Pg492nL^fFEs@RvCDL-fyze{v97zQaDR{i6%0435PXX{Yjds`>9E)hcno9 zqZAXs7PpDf!4He3QKp}u!XuL{M-*2C>cz_4)a%EmQF5Sf)npRn?%Sb`6Npa!!k(7q zUQz71l1x5#^&UyaFA?Kj9R^$x2O&Uu^%jneb?cff++sxz4xvUgz83Xz#Vy&s#+18@ zU1_ywz0$7h)$z=H4gW86yOa+&LpLQw!28lmuBU<%?KBLu69JRZIl(T-kXlISzFL8U*N9{rcKAMyQ*1w07+r zZ<&_Vne+{23P)+^N6MCeD*%coi^vo%nGOwB4$m|m36r%-9~*tXjze|o=EqsY_5kX3 z)?=mmxP;Z6uZ!@3H#e_%P!N*N4pDx%czgogt~tUwy!dWk4?TetzO(ILR`*)Kqce=} zFzmJZgqxV5q3CFCdCk6Rw6eU1tKd?#5TSym6@Xrpj%u#5Cl2cmSEfzG zF~fMM|*%g1QqG%UIcU+Ly zLuGgWRl(&$g&(aC^&rvj4r1%;PyR@I`Fk%_luaf&S}|ha#0DRD|Eq=i&=|5toR0 zd3w^3BckJlrHbiZqn#BcJm^;4V-fqbBu0v(J{`r2vUSTys;%-uV~>zOU589jp}5iz zThT85L1I0_h_`F&9IgsOpVJB6z}8fhPtU5J)V274N((3$V&&GffPFYJ#vovrA6mp- zp()B|sIpE6I)P%2V#?#sjDB7rNF*O!2hXWW`?g3sR(K=Ejga$K+}m15Z%0%ydY@^1 z6ltca3m1^sgMeKON@wGmT^_Wil++HJOy=ny(wZ&`U&to50kcVF=m*q)qGob}oZy#ys5>bcfrzNl?5~LdKxbD-Z~>$% zh|mwU3VB+h6c)C77G>n6&2!Q9p1^+1u>7H6d13g0;SD{4a#%I_qKlo5Oy(tN)*65}_lg?MMvEf-M^Sb%%~*Wa-^@Th<;d%^BN0G}!0+x-U1X2cP ztp6g2IPQ^^s!^o>MbDD<9vc&Oc98p_f`!g%3}Wq`{*dSZnP{u!C1FPjqc2k~brH{~ z>$4$7DCIvJEFpK2o=c5KO=%O<;>M&;mV{97C$GMBr=ll*M%@DXU~8Gly2OW_RHf_c z+u(Wy*fUJ~EZb(PHF|Z3jl#xwOTRbVneCoDrDPeyh;db>L+R;HDe;}x4PgD?c?z`Y z{JoMZM*VFwwXrpM5fdg$6&_J< zkqOqOB?wuYC1}dr& z2f4ipQ(Dm+UgPVz@Xxyt9 zt=UKYsOBrbdvQes#3vt*Ns#Sf0EK9Hyh>ZYXj=2gK-~YPGWf@YVy8xLqEq9gmV)33 zehlTjt31lCo7+XYh)TgoRfk{9qVgdgBCip?2zZ`M+DUUHy4QoW;f+RII(@P{ZWGyv zus4@*r|<7k^g`DOmV8WT6g%K6S+UyEHp4ll9a`)b6zzc@wj*1gY6>7r47Wb1XI$T% z=Q&gY^)F`6;_`-gN(hXg^ikX_K-eeMB=)^Ttfur`E~5SHY3RL=?1YUz9RlGtYrVAI z4lqPd6Wvc!ac$zJc~B=yptKC(4P9Q_I~(0sG2}x%RIK_vc{&qiRLoY0JC3+~9nXwK zcbDQXexYek2#@@(R?2%$;1TB3l4TZFd(ZI?oda{y8ABpXrS~elo7*SpdhD!0e7D3# zRiOE|(a5mCtUz$xgulI{y3VB!Y|+Kq>v!mAR>qO=`evPGN0bbB<@W~Fu+kv~8{o>h+PlHXX;zE8rJA!1J_vjz>t z{W&t4MYZyo8)-Qv$6b3eF)ew23PEebLmvg-O=+{ix!3Newc(3|uns2^3)R*bvupXu zoH>TXNqZW>R;}HPL2wo$mQ!6fd>*5wXo6J+b#u;3#GmkAzSRqvHP689!yJABMPcR!Tr8Z%Msk_!di=ze5eThD*O3L1dwlY|o$DfUx-7nVdl_R{ z1^f1MP;|bGIqUH`8{Qt;*`;nmT0(z9ppJ%-TpjKcQJ311g5RKida6x)HG6>T*q2}e zZ9Yy%x`LMRjVq4{)NeOM zxXx5s3Ny_=&+C=l16|Q}8UTarwQ4s~p-6`=287N(s2T5zzY|(}^vh~BlGHSQSdvPM zw!%CeDgr#}L)LD%Z#S8V>@PiK=scSZsvcR0@x=JM{RB{7^72CQ2GSM7KP>w{9+xNn zR)HtqqEQ#ZHSjG&c&6pJGW(yx%CRZ(1w~^pf8?dRSmqhE_OeXp6PI@SmW*;!M3Tu> z=d_eN2>w=T@}gmsqPhdnl$Xe9dHyN2~nCzGaT>G^uy@8uT_r zX_|pROHNYcmCXrn`q0EG@89@ciwYt!n^mb#|Hb~JUKJ>bmvNwn zb!RZb`YO~2DOV2054$-fY(mZN<7xy-9KG`*ZE5$3_MsoheNQ>6|4Pibng0thBjRNH zA2E*q3ptLqzvb)?n9zDo)jbeXH$aEoBtg)Hn;wWA*KB`RE$b08Z%ZZ=AeCJA>Bs8_ zrQ0GF+&#Q{ju1?3x2I2w{=S}(9h8{So9^s&Da|a|Z7<&gFj!Ac&a-_X8q=u6HlI>H zFSH(yJYEUtnqQUy237o$-2n-MLWFe_-c%n8}<(A>S)(|d0h&6ww ze=#}j9?$1NV%Q7J^m5l_`{L52+q_#*&icOWvk8DLp4PGGZuc~QXj{5jIdkVCK(JsT zs?n-t_Fh|j{j3qdXZxMsO?ZBAVN+~tB-Az4PQA6z%eC9?$Tb}K45x`T!pN$8ai-5j zZTpo_q)nW@!u)Q5Nn>fz7@=~AwgpZuEF0Xy7#uu^fWd&A)X>PGQg7hWpvaI_W;+1k zNAs!}cEzl=R!x|a5IerH<+M262btu;kr_8OkaDHkBQ}KRBh3MoXaR+cgYFg>nz5sI zktWtvU_l;zHOP6t138?ESBZJ>eu9gidp91q`Ahv~9C zOaF&hK;@x^+$H(Zxrm?O2B6Pl*d9eiz#J%$9Z4LDaz2GcR1+8PWuO71uL zDi8j(qV1kYMbG{lBXrJlIeREE7f|52_grY4O_uk`d)zveV)V&t`FCUERI2>nqX*B0 z&e>!JpFCy2LkdiOx#~M#Y4c@nr~aRh(nH%p886@G37OS(%z6HHK;aOoI_JqdN&W_^ zT4%iX#OMz~OkVUJqtH~9#(yIkmj9oKX6%29=6{Rk|8voJ*;N_+H=_Bk4Z%cg-2cP& z{J(P2B+J-HQmvQbnM@1@0y}}@$B&;ta``vH zuXytv>^{)s@%oqE{OWfwzt5?4$QD<7ve)e0(UELfQTh)Umlv1n?Y{DbJ@n2{8RYAuDY(A~ApiY-BX#4HN+4x>If~#U6TT_` z*GbfOfaRoCU&C#tvmK~*Er)BUaf=?4hT(t(K*!1yLhvdC(8FX@m9p*Nq@cO}5;**! zz4@zk@pMB*1;b~}WHU4S;q?gIUObTcDOAp1tGUv5mrY#=H^y6Y1TDu_g7@dL5d?!T z=dO->3&$XlH~dIu1!m)fY5?yEyeH)$rc^A^vtZf3v+%%$pv1_q)X0*MZ^pdNXlmHK z_LB$aUnk4zv0JVt0zRhmQN)4vQN{u7QAh^qY=rK0&LjAJ&;j>-5|^kRvVDT{0hXuS z6<`BNVk}65$UYMFCcn@P;OeJd1z2Zc$PdDh;BP>Yb zf)n>8ChB-aZDf?APWJaqbLvd4Tfo_9)m-e#%5jG(=45Eq!Je>>46yAhWnv$*P1v4e zNAEx^4gd0GdjV0sHB0~fsxY*uz5fLYCW{yT->e?C|GMS=zg#_v#AGOt)Zw<(6k1PN zYsqNTSSCUnpC3;il2vt1P+oiwGq3m=vVOfcpTg`Cw}<940tMC(qyzdt0xdfxBsknl z1t01_;1~bGGS<2+j}W~6kM_(ta7YLQcXxMp3GVLh?(XjH?iSoVcyJ8_ z_W-YRWWV!j=hi*%z5CCuIuzB_Ypw3;MKOQV${2E+5Xv z$fSIs?( zs7?2z+c&vVHa8Y&yo^%irZ=EO@_f0MUEfR#7U8l~9pYXg82^-w!n&8m8MF$(uB z5>)Y+G2_+Nn6V?ziq@9~>;5W}oNXo8`EE%Nfy$L>ORK)8x%Yz$;%Jg3y5kwYKl>4* zEA}D#_!z@IU&Wif!Qds6#NZc+!8sn+&l8^qso!ljU47T>q;l3u$xyatcl9Gj(Pl6jM=m=r6jxEwTa z8T~CTTBQm%vUK+5MCT=(!~J(B&ROM_7PQ-ul?-l|lz2AHTby<8S4cM-Z!fk+GMc%xDLCuBNwJ^hTm1ZaPG2`(vl68h;doYbPIl#5 z&=9XYxbg6hhaC?1?l24!Z-(y<+bwcZUH39MbvIPhmvkc?n7SnN=H=J(tSes2L(cMO zP~(-I*gtO`sk8jxiS2yhLTX-V4587WS-F|S&klJ_VB!&)PwB4r+VHM@u9;h(y|d@Q zr#7S`s8Xq{hf0`r1J01l^^y9^k*|*BUs+iG$+9V3nDC)HQXSjiAdM z`YaN-9SKT@)Q??=ix%u~f)^XI4R3D91)m}gIAO``xV>~YxxQ>4_vv^&fmekqv>S7`7Pr28w_{6Q*D8kQHNpj2Tpz4zUe!fH`m&tbcA5t@hL%D7ncx z+$6TiDvE#nj2ZacZLR;VgohN-d~7+kY0oLsuci|l^(pC+eqAN)K51ut7h||l{e7cYoE6l4AxO*_TCW-O_Wp@@Z@EZV=)aB1Hrk~D8(o{e*3FRiILhCTm)>08 zc01w~-xg%@I;LD(I)mzX%b&=yq%E1B6@b{CH6Nt#u!Yz-o$eT_Kb8giMs}X_Y5Zds zTuu2Yg$K`>#M=2P5-v5nPMwi_<%czu&8d&~&|r~wUC{kz6GlQ3KU==nOxZT^;e^1Gv$xwHU$X1#nCT%;dv=PPQqRn6#gi3tEIpE? zSj&r*t0QacTJw8alihtg2rW97Y`yVv_#6RzScvPk;cq?vPU>uTVz8529Ekv2@iC13 zFqZK?PY0W@-zv#XhkS}#n@HOu^Fc{e;RXBNC8(SJRspqPI4H*N(*O#nt3+3ze{iC^ zIE0ni5BAoI#FGoWho9!3Y$v-2)*CSUXsH8qG$49zs2+-Tw^C$)s(|2ahW~TU?P7dn zD@7f=hr#YTqMPa|{$hFvv;8dcYVO`TYoBW&=k3rhu7^Mys<6eby&` z&;RT<7_j|L4*qf&On-Wo^ujxF{?g}F6H>7I({TcCs9QHu;dS}-v&$J8T1=(`ROK4Q zcbo~^=welTOAZRo1*=7!!CLM@VS)N`nvn0f+~Y%9knt@!hkYy=cQeA{BpKap{ns-- z@n1qrpXOAXYu1pQ--OdRSF~kH3W8vV3Kqka@3vsuS8`mUjOKG7JLSLe$|j4uztdJ; zQNHtBO={k3B4p99@75pBR}*fo>dq4Xp?DV(m%%}kvzzDGY46M5N!kky1+9cu2Zag{ zL*W_R17HG}K(L{FaX#Gpg37h3!6FqR#)_rD2}nZ%j^~j1n9)}$=-5;N#$qvLa5?;H z@XnDm4C1-OAjG$k;P6p2?kK_YspFw^neu=GJ+=TxgD5X2td%8!tX%NF6O!K_YK6ud3Dc zzyR^#I!H#b)EW+BX2G#CR7Uhzw6fxzD*Y+IEH1XPGJN||Ft=|W_O(E6XP;K{G|r)f2aY_ zC;U?l)PJeLSif!AA8OEyRnzg%a{fyVg#J(i2%s96{Za$|KdC_)TDHMI)WG;3YQXqQ z4H$o^fz034VCR3U0r|hEfjdwQxUz}Ax&BEF+G6~s!+;nB{=xv}7Y6YYKn!3Ox3Mn< z|0@i*k^W{7oGv6y`e=y*bd0foN(@fYKGh#de&NN{JZfePm)z`d5~v9O3XUnXxV*;l zeHHN!HQ1Z=Ia~Ap`DYC1>FE9}2ds?j|9({T=Uk9-py8q5PVK+uf)HPTjo67@SMC5f zyfHZ@r+w=$u3EB68&;DaJ%Jo#wmaygiQhRm!2kGhRn0*t#mR-MnBktu%?)(P6<>{k zE}257Y4SpMw4!-6$AYoG`;*!AY-6^+*YZopBX=2M*H*$=+X|BOuc(N%|C@bxhH>+d zwfO|~qtTP%e3Pscm;IDgp6T~W&fb3VRBgxF<5J6|MkgPX{^nRr=+Tp692(+#E&NkG z-OHzIrqurO4JZEe`s0i&E`*m7#Rp_5ou}0s>F2&5Hi;`~w~wytxIhrpXwVUZ%E^u3p`kq}uCIyyv}BiS|85=juO07FWGxNSY2hvnrrT?mKt} zQD{Jx!BZ#G!>;RV_8OL!(X|BCHnQdW5Ax%{MWF2iGeTzmqaOu{X=ViTLNq?R)U}I1 zjCv|5y{z24JLCGSi!EwE?gmd)h6us+vC_{Z5N<2fd8?ORZ|ShUK@%=ZL2M~OYJi>x z%f!30m+gKRes_oPb%fl;VhiSwKadR$1nKT0ny&cgBeW^7B}Uyte&gs}t`R&92(5rG z?;`?FU|nS_@Q2-Y+jeL0(Jww^vZD0$5a|@{CX`Ir!S0CZUTxnc`CH>Y6%|@c_@RBd zz*mrkkP+h+v=!hWM&O<$0cA@FWkX?;=l9NgPciz=eJJx`CU#E=iub*DG!M)%uq>JF zc)*Qf+o7OvIttdydST*FM3{$_;;v0TY&uGThc&!DKUY)>mOb*bF%nE74)^smQE?0=Z~4>Nxxg8rwNp^Pon_#HF9O`p>J zf9MSSpL9k@ob6__CWmmFdX0c@_we#Mk~_77ux2f-dbKMnC?>OOC6D{QD65FqMa$MD zrD^}sFynG%bxdXc^kP8!xp{pxZlff_a(-bqfY>Je%C-7*;3?biRCEIw;!f}W{O-Pz z>sDa$?(m82>trO@eHTGY^z{al1GBTDf%how8j{l*7yac3yGu}K+1wpCL9nj(Y~Mjb zz2Jt@i!l6JKqH@+%HqB&_T%~09wHc~4R6S7Hp^rlLVV!l=K3DpU5@s)Af3-I`#lNO z(IbCg+avWX%fO_j)-IsNhNsuJO%xW?FY)Z( z&!4ZWP&5+?ca)bGqOIj(*G>vy&Q4D8cKQ_IOi-EAYEXknEFdeLkOfyLzF;|3>O6T2rI#_QT_z=xO*X zuj9qQVpLc6u+~~1#oHy)<4p@lLCS{*xDJO>hu=Z-oAl}bOmMbVu2j(_px+)x#Qz@e z>3nHd)b{@f&eZ=1&KCb1oc&}dX1QhaaM!2xQmvZo{n4P@ZJx2+7q4p7#Jgl{=p{RM z&;{&A^<4YRdTpYB|KwWF&H9{Y_6cvH#dukBjJ07RdHE340nR()b;0rPUR{%HmE$`i zoh@wfI}}Tfu~lZP4V}bVYDWlx`u4Km@ewaoC=XP%&Q~^sgIaSJt=QsUWjeBgZ`(KA zz%rd~7O(m4hUe)oKw>?)ejo_Z5m2R6vT&|VKfN~n3eJW$k}mJ;{uZ1`{}G&ZXZ()` zXB+>o!5Ny*USbRLMc_4&KxU9Hlt(;F?MIp$m_xts*tNh4onboyL&PfoYX0q5VF4!y zu9Bwc-OkH(yCXzcSCpxY&@G+Vnz_qS#RE17yN`5_w$Bp$EeJ0PbIb?5FnSM&WhJ1W z3bWs{z0ZmZ&OSl~$rKmLgw8A_>X|`K+JoaZknuDXvo8zV8L%b|D*k1Y1R+gRYV zBB@t){mSjsI_>7m+$GC4Mi-C!V%zzd$5FP%{mgclg@%JyRLllS#riP!?k+E+$h6S~ zQb=%#+wYk9P15);$jqamhxMJ{ybN2Z&17v$qK$DHb=@?{0p?GZm$Kv4zn8YjH9CF8 z*WE&wqW!S!nAl{o+TKH^r+EY$Xy~MfkP`P?jd=I5*7d~>XF_lBM>~=9%FUuocJOQe zu?KYVw3pRWv6snxPS8r&-waLYKMhUJ?Tdv2o#j(h2j%YBu4$^H0e^aVHA~5EF~du- z7c2kRV|ekxJ5dBMN)D-YxUB%SErlH^UqMY^m z8GNapHZp0!ntw4gl?FLA8*6Pb zOO-JR0-pFonf^RGujH?s-<^kDNKB>=x6ha&8N>EUwr`T-c|N~`LHF_ZXL&&@*{vn) zfxQ)$Nb|j2W_`vVV#BS2=e#+z2>ON{&BjK)nynJyD?+Cdx z(xFPxf2E`*ke%nW`}ujoN6ITR_)>ZOO`MvVI~ysa1sX>Hvm)teSF$|y;H`T@nEuUn zNONlb`8}-kX1JTvGYDXqm$2yp}|Anq&+Him91Wz4w92oe%?5!3_&*Vi&c!x|ERSfSG<8 zKr1r2HHYLTb)69@og|mPR(;;rJ#Q)7yEewv61G{D4>$JtfeF>>$CWS3%<& z9QH@ad|RgYXpLrS{hiNM^u_D75_>QQavwx5PYg7JTF?0B7xIlo&I)cAv0*cooAMsXfEko>2Gm8BNF9Q_8H-3kpB48KT0_ z>A=aP&Pf52{mur-I_`ykvL=bY(72u=W!YvUd6|AiIc8ENF|k9_4GJZy;Rbfy9-(p( zV^GD!)*62f-nqA|>iDQN$sy;h8?zmWcUhNguMurWV?9Z)HH2nXgTXJ#d zq!_TgkomQ3m%P0Tcf&1xEMVa0XsNZM!pHuP&9vrE_XZ(-Yq z`mY8jyG)TaJFiH_X8V_(Y@Ncj$n|PfLWDXBeN4~yXEfoDqF~sY$e`e{E|rC4n_7xOj3T$w6Krj7x80h13V_d{QB`-}iUBD%mt0Ng5#YjXKA`yzlK`W8c$RxW-441a&@X=I&kf$jA>fio z+JWsVlCrC-jFq$8)ON?Bzk~WW6%T(|sPEnHJPE$Z z^s^<5c;U#{kRKKp#nD|tk(!S4+HoL0UslNJ6ehx`#dtMr>IECn_go-fQ#PdNotD61 zU&5OQ&E*re&+kWgcW9x4We{%0l(c$a>D&$4lOOcV?OZZ-q4iG>{v2KyHp9{xd?B2e z8{2)fb&b${Z&;@h#?xKsZ+3USriFeT1KC-`)kT;;b5oV7+;YBqS$nqAh_7Q%muOFt zoH1D*YVfv{?%cWmxSy_B@_D6@uXI<<&nFosYel&ylqcDj+ahg%WmXWKV(37QR_%!%DCeROl zO&et@6XPMJGK^nl@DWF)^x@TfLgBKhqHpEO4cK)$+Q7D9eJQWIYk^;S+-r0o`MDXr zhP)@=^K1D4)sG!YTie1UR=S!FQ;0XVuMz%y* zMOqg2xk1(5)be~;Mt=iy2s@Vl9n`<6-}vi7J$U-a)tMD+M;iCcl=)3zN_6~#-VTz~ zOtR08Bi`MvYF@V(Ia)2jvvE&9{II_F_WJ`>W7_^@*>?;(*bA^l!n}?p>ko5-kOI z@Rw+76E_qi9GKro&pR$JDON4sCU(3v&krJNP%gxUgTrl+Fb`4>dhUhq#9tr`dR`%@ z0eA6wA7Chs9xXB_Ki(`Xm07_&l!&Vm#?^->u}8*(8o?2+Ooy-oameRFy#gnvMj0(H zY7t$h$`}$4uhgJS=F>;N?-5Pjv){E<{%ENkvx2Zm2m^-Q-1Q-oo$`WK9W5X;{F=E^?($_Z zwP?peHK1Yt+J4Ine|XEdtwzwxqbwjj`8hs}`re9MThUwiu~IoqeSJ`MYfFsMMpxTq z7WUPyG6@n&^(xCZ1@AeWrl&$3Y7FU=J~NJ(=c|IuIQ`UM6?^gb)@>}$lTEH&lErP@ za-cX*z21{PZ>9hv@Uho>mgmh5Al@c#P(Y5A?tEre-ui%XH^Vb;;OX0p;TtRI^ju;K z_Hpuj)ex@>mr#pI0jI2@yZlj8ehR3~0Nv19fb%k8ZN%#lNoRM*!&4pkD^zmQvC40t zrvKN(x}3d@p_2j7LX+7V8Y>y8QPa~f(a|t4lf%*q0zI^&4e$!^^gj>HY^;TVPMe5K zh=YNSfrXBpj-H;LiHU(l1NaJQ8^izlqLRIyt*wzE(5mZMIvByy$|(t}(TF%%TI%ar zTmSleB~vp8BH-`e?}Lg+#mL?P_;EyxH1tgL%t?L~>07#RQUE}~VMnu=>9sNVNAGrR0g6caBhNvq|2 zMDOAJ)>-lt+-&)LEvzP1NmE{KOFB$GMt$7V-Jw{=i4x)V%Bb-eQp4;-7PbxA3%bce z&XfE0P5}dwM*$O)XAX0!7g^EO0ImqG4?mL8_SU$N>ND7Shd?iwYY*~jA2T}YIkWB8 zb#x5?@h}_$Jbp?L( zZT$;!Z87rc+HJ{5Ly!EEf-ZwnRHCRv>+nq#T;GAyk%P9B*EU0=K6{}wD)yqE0z5OR z1biRyPRd9ebNw+JT?m+)o%h(wVHrGN5Fl)PGX>Nvdv#HKsnz7gKs>?VlVPEJ`wBr| zdgTh)rAP~*s$rMOXud$><$^;aPNO^ezR%0+Qvemk(yjKzm4a^XTMU?>%Q?8f5-|s9 zmt^Vz_kqTOsR>3|mM{%q*j0lf z)=3TL%+XCDYH8!$Kw+aYF2H}$iC@>UZ|~j0Mw@~xzF_xRTWYA|nsCqr5uY>_ABN>d zdhV1;E}I; zSa^2O7Z#}-K$FF+=G_?eOudv<)UbJZN4i8Cf;8)ulVryPU~O^XmWf&O&TKp`tsF^? z_TGtL8`kc9Ge|3}`X%^{fLNI|G;}#`KBP3q2VsVmbg{UctmWUPGTvV0`43*0bN5s0H6Sf(0zBPi)q`v3a}g82w4yWzYLOW z->u$xNf5lu6gq}3O13+I4;)M%2qD-mbr(q~!Z|3Ruk#2isha6FW3NBz42Hsas+8>5?B*iG3527Yg9z2B~krt!<4*#yE0cMXihYG_L~qDO*Q%gjJs?L>Pn#!nN)2^kQ-cIIJVbs(TPE)&_ex9$;iSosj;U}jn&WFQMGBUi1m znt^UBx1uX&KNmPe&QyQ1MIahocO$}=Aq4CkKf*p|isnjdCmZ3XSS$bYKr1=*(D3R~*KPDrw9SyW-vC@ZoF_o@&%)VadxejN{h;)nZtm1}11m8}DwrJvn- ziFC+!P4CO;#j385oiV?v^d7DfHNpfsTd;rmFw9~pK%`A~P&l}Z5L#SkMFhLZeHJ1| z^+NyixJg>a8~M8t=mwt z*oIc;50lEFjDna&@Z~7@R9{#Q3@wR2a|C!&E#QIJb6BrHdz0h3Yb3~^Jcvi=yGDrP zz)^^8%h3QlzLTkIL?Ru5+`DUB&?U)|6UGYe!a)|<`wG$33~r4zoz1U%*P7*XtroQz zFzFUZCF&zp;Dymu+a-{b^#?G&e`+H}^p{JrEFw!q&?j3RlhfraN6*#Kd)X-q55v=q zh=zq)xpsd>UE(Wjs|5bXvjr>0V@YYSB*Od^GKf##C3bP09Df{yB~?71(Mop=j-t4O zx`;_^tR!&~@=@eBfO*dapkA2BRJ1Pg-kz=cg0}ty&BYYa-)RK#NMKPup&HkGR*Ye) zUza@}e8L`)pi9G_BSwKQN7j!LUdcyGiA%{o79b*T?UaZF8eZT;VPwm0@KTO{=~Bys zykJW5Q9_+~HgDwGG+ON1yQp*%S!ie-#jH0qf@xnZpY&^QoH3Wf$;AN4GoMxo`Nh!= z=wqVks|x5D!L4Bf4+g`&e)~geo#Ho^n>tMD`fPU%Y@|Fh&mFDlI8|gr$@fC*y|F8! zwPlj2uIets$3eLTHF3gw96}J*IJNvQcE=Rr zAZ^ZN!)^AZqgeXbO9c;Trg-|(Dv2HZFa(`x$hB;#{MR72a1Zp`(tN*+kkrLYmK zkew1%_vS(+FwLW|-jhZt*$o$!%_Wr<6j7mN7M?|vouRQ8HjD1bsxuqUvC+ztnF&=8 z7Z4xvj{D9Y`J832ZVmojJwNm zN4COzwBC)lyDM7V;s|$CO@I$jxe;5Kd@J~tENj%?e<&==%@Hl9lu8y}xfgqC7G78h zZLXi+R275-PPrOvlV)K*fU2W%0z0 za5{Z-^qFyDu}4^)lp&u%_$GDngT(xWEJ|#Cbz8Se}2b~m1wv1gT z@ezt2(+vSyh*L1p1P8?%C_dP(UU@?{e3(@Y-S>g>{nC+^^dX4)_ugxwlZ{}vQ8l*N z>o{#9YP(SS;okWby<1~15na?ZyKRCeVcL23Cv}(X*&92fwO@!VL}nXI^OjkT(FHjw z-I1%KYSB+z-J>vqWo)CW9;D(H(TlQ|t8->YYw{Y{1eIa3Q7eS9?i>@tlur00BPDnQ zNA-R6&%p3p!M#rEqFJ=_yq6T?k<#xV7jhoZq6{+oS1D``iR*r#g%#63DwZw?M68|9 zd~Oy?pt(HFHa!h%H-O2fsA?-ZM=b^4Dhw(lhQ=u?EEu3bg^Gf~?CB7jMpJd?Y~n6K z)0FW*S6$Dt|p_3sZjelS-*V$)CQ*7eZ0 zycE)(Lcv6O2gqD$*k||dffODHJp=C5mYh&w(R%AVV2k5<2i!rdf653&gvX@J3g=yR)CzltE=fV(sXeIAri3$lk7g~U^CYR|nDJ@w zh7@qOJQIi97Ts79&E(B7+~&-mx|GfB+KD8ZUO5e%cUdo%*yEP^l?C%%8}q8Vl`s6$ zk_bbv4;W>|Zx69iO-$2KgN%y&lN`DfXAF|$ahfOJ^*vu*+R~F#DryocDo(up49a#f zduF9$G+B?UaaOuJ^v63^EIZRDY-mWw*N$7QXj{U%WMs6vzHNT;2m*1yW=iSvfrTkH zplNGs%Oqe@-NZ>6qJH^8`jq9x=5dX=yZvBGMvy2a*4y+pxFi1^a~ciYx3CaT=?cPQ zG+J-J(s`Q0 z##(>)+jjb^(gc%;n~q70dH4ANOwd8h8WZQ)IXZJE+9Gig?4oRQqSjlJy=7R0se>|R|R_c)2}oPo^gsuGtMoDz$+ z=KZ-6(?p8APz3Xfsb>vfy;*`IE1ymcRkWiNf4uhc_@C@z=T6#tI`nlPuvaA2(4mq> zTz9POH~s|Sr_b6foN3j4mtZeX^GVW~UMFf=ey<&m%;cTv*DF%(*EU>PkW-pVo4Ezp z`Qp#5uWlX)Mj$lB9w)&Z!iJA|!DGi8sD1Gg5i1|V*^~@DfgwHA^XMz}yX*CBYhtFC z*0G$--E*ghd2+@L5!0ugy^H>poWcm)8R5Y#1RTslM5M2S@JISe z)o{~J>_!IVG#3Z{7%IAWOLlS@58*ZJegdAi;xOo^~|kTRiy`~x#o>JMCcL{1ZePG7IgUnL3nUi zMlo<6anzgVFGd|GGCgb@uHFLKgd^PLQ`}?L!(8qNQirkYiGhtp63JzE@~lb1-Vgz| zSFOV;-o&A6oLpQUK7eL-7nasMP>We_*t@w0!keh3UdNd6g;o^Yv4x1ipU;C!W=iQl zFqN^SyQ50>C*4Mk6L4$4oLaZ1ugmz5&Tlowmi7uoJf3;_J%6hGVb72u)faAhlAOjO zFrCs7@=UuKn+7=pj>9b9jasX&CH+UFaj35tVy+^H>p3Ks;v*%?H2@=yOnr z$@o%>kb@*RvUIsaki_CY5a0r3VnQoc#0>H2%;8cMeyYu?w2o%lBNkl!g zzJpu4s4~8rr7S^O1hFu&%uyII>$?&UtOb-|m%;5cCY}ah=cWRdcf}5KbIF5OPW4RA z@?P>c2lmPB)TeH~?=#$NI#2p8Yh3lpZhFIrPz2Vm;i;goX90QL- z=xnf|rll!&N3z+h9qc%ULGkU}-%}}D_|&p^-LO`<6U(>%ScC*DL?h>jwVQ z>23|*%w2CCbBMY4QcF+Qqq~hMYf@Jf=OvWzF2Vz$67{}Y<- z$Jb|kx0`n0E?LY@vhcj1k(@?OqF5a=Sl`q{?v32QQC-4!qNyw*U}n1NB2Of*p+Eju zXs|K^^~p8*5w_)Fi{;bXI-o=MZ99dB`0j8|U)?jB_blPE#fRZFR~EH@>YVU?NDhCx zMkG%5?s@PH%-tLPcgv9I|Ft~)?=v523P#4TwBpu=My^DfbVT&@j9Rd?ie~Oczn;R< zsuF3^6EPCe15Ya0*f;`D{#wbT@arAMHo&7_Q%S#$gore`gxKkr*jSmE1O(Vw1?dIY z1epccfCuy<0)p&J0wSzDMF0IufS)5}WNqSTO2kP2?=O!cnc}7mkjEOjeC9wZx)C;O zl5is{GF_C!5U#+?5E@Vs7pLm>-=K;^MBNs2Y{aV6o?99EqK_`fzGU^d?~?;ucN3>W zj0%bp3LexXfjJ7BMhsEU7yeQ7s!%9dEZMSm<#j=`IaCmS;H}i+tPo*`#qpGgKDw zISElz@mIRNM-dC~Irk-dzlVyiWVITLIADnL8sb~0LKb+Y-z=m7I!hYlscP~TsHAWC z%n*veiNfHv&bjnpGdzpQUaps%te{87CI(wB571!`>&p#wP~PO3aFWl>LM~L7T9P}x zJ1W$paFQo|@dpP|U*kFJslHMNDN4qfNTPTZfR 1000.0: raise RuntimeError("Invalid value for virBN98!") + # The BN98 density multiple is time dependent, so its logarithmic + # derivative is required to calculate the pseudo-evolution of R_BN98 + self.dlog_virBN98_dloga = compute_dlog_virBN98_dloga(self.cosmology, self.a) + # Get the box size. Assume it's comoving with no h factors. comoving_length_unit = self.get_unit("snap_length") * self.a_unit self.boxsize = unyt.unyt_quantity(100.0, units=comoving_length_unit) From d8e9ab7263db9eac4148a404988d429efa6667e5 Mon Sep 17 00:00:00 2001 From: robjmcgibbon Date: Wed, 30 Sep 2026 13:40:48 +0100 Subject: [PATCH 2/3] Catch non-flat cosmologies --- SOAP/compute_halo_properties.py | 6 +++ SOAP/core/parameter_file.py | 24 +++++++++++ SOAP/particle_selection/SO_properties.py | 52 ++++++++++++------------ misc/convert_eagle.py | 4 +- 4 files changed, 59 insertions(+), 27 deletions(-) diff --git a/SOAP/compute_halo_properties.py b/SOAP/compute_halo_properties.py index 61f19aab..1c248c09 100644 --- a/SOAP/compute_halo_properties.py +++ b/SOAP/compute_halo_properties.py @@ -538,6 +538,12 @@ def compute_halo_properties(): "BoundSubhalo/EncloseRadius is not enabled. This means apertures with r > r_enclose will be calculated explicitly, rather than copying over values from smaller apertures" ) category_filter.print_filters() + cosmology_errors = parameter_file.check_cosmology(cellgrid.cosmology) + if len(cosmology_errors): + print("The snapshot cosmology is incompatible with some properties:") + for error in cosmology_errors: + print(f" {error}", flush=True) + comm_world.Abort(1) # Ensure output dir exists if comm_world_rank == 0: diff --git a/SOAP/core/parameter_file.py b/SOAP/core/parameter_file.py index 909a9b39..464a4d28 100644 --- a/SOAP/core/parameter_file.py +++ b/SOAP/core/parameter_file.py @@ -200,6 +200,30 @@ def print_invalid_properties(self, halo_prop_list) -> None: for base_halo_type, prop in invalid_properties: print(f" {base_halo_type} {prop}") + def check_cosmology(self, cosmology: Dict) -> List[str]: + """ + Check that the cosmology is compatible with the properties that will + be calculated. This must be called after all the halo types have been + created, since that is when the property filters are set. + + Parameters: + - cosmology: Dict + Cosmology attributes read from the snapshot. + + Returns a list of error messages, which is empty if there are no problems. + """ + errors = [] + + # The pseudo-evolution correction for the flow rates assumes flat LCDM + SO_filters = self.property_filters.get("SOProperties", {}) + if any(f for name, f in SO_filters.items() if name.endswith("FlowRate")): + if abs(cosmology["Omega_k"]) > 1e-6: + errors.append("SO flow rates can only be computed if Omega_k=0") + if (cosmology["w_0"] != -1) or (cosmology["w_a"] != 0): + errors.append("SO flow rates can only be computed if w_0=-1, w_a=0") + + return errors + def get_halo_type_variations( self, base_halo_type: str, default_variations: Dict ) -> Dict: diff --git a/SOAP/particle_selection/SO_properties.py b/SOAP/particle_selection/SO_properties.py index 5524e454..65f58df5 100644 --- a/SOAP/particle_selection/SO_properties.py +++ b/SOAP/particle_selection/SO_properties.py @@ -249,6 +249,7 @@ def __init__( core_excision_fraction: float, softening_of_parttype: unyt.unyt_array, virial_definition: bool, + compute_flow_rates: bool, search_radius: unyt.unyt_quantity, cosmology: dict, boxsize: unyt.unyt_quantity, @@ -281,6 +282,9 @@ def __init__( - virial_definition: bool Whether to calculate the properties that are only valid for virial SO definitions + - compute_flow_rates: bool + Whether to calculate the flow rates. These are not valid for SO + definitions with a fixed physical radius. - search_radius: unyt.unyt_quantity Current search radius. Particles are guaranteed to be included up to this radius. @@ -299,6 +303,7 @@ def __init__( self.core_excision_fraction = core_excision_fraction self.softening_of_parttype = softening_of_parttype self.virial_definition = virial_definition + self.compute_flow_rates = compute_flow_rates self.search_radius = search_radius self.cosmology = cosmology self.boxsize = boxsize @@ -2915,7 +2920,7 @@ def DarkMatterMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of dark matter through 3 spherical shells """ - if (self.Ndm == 0) or (not self.virial_definition): + if (self.Ndm == 0) or (not self.compute_flow_rates): return None # Particles outside the SO radius are required to calculate the @@ -2931,7 +2936,7 @@ def StellarMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of stars through 3 spherical shells """ - if (self.Nstar == 0) or (not self.virial_definition): + if (self.Nstar == 0) or (not self.compute_flow_rates): return None # Particles outside the SO radius are required to calculate the @@ -2947,7 +2952,7 @@ def HIMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of HI through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None # Particles outside the SO radius are required to calculate the @@ -2973,7 +2978,7 @@ def H2MassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of H2 through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None # Particles outside the SO radius are required to calculate the @@ -3001,7 +3006,7 @@ def MetalMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of metals through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None # Particles outside the SO radius are required to calculate the @@ -3053,7 +3058,7 @@ def ColdGasMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of cold gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmax = 1.0e3 * unyt.K @@ -3064,7 +3069,7 @@ def CoolGasMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of cool gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e3 * unyt.K @@ -3078,7 +3083,7 @@ def WarmGasMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of warm gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e5 * unyt.K @@ -3092,7 +3097,7 @@ def HotGasMassFlowRate(self) -> unyt.unyt_array: """ Calculate the mass flow rate of hot gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e7 * unyt.K @@ -3103,7 +3108,7 @@ def ColdGasEnergyFlowRate(self) -> unyt.unyt_array: """ Calculate the energy flow rate of cold gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmax = 1.0e3 * unyt.K @@ -3116,7 +3121,7 @@ def CoolGasEnergyFlowRate(self) -> unyt.unyt_array: """ Calculate the energy flow rate of cool gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e3 * unyt.K @@ -3130,7 +3135,7 @@ def WarmGasEnergyFlowRate(self) -> unyt.unyt_array: """ Calculate the energy flow rate of warm gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e5 * unyt.K @@ -3144,7 +3149,7 @@ def HotGasEnergyFlowRate(self) -> unyt.unyt_array: """ Calculate the energy flow rate of hot gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e7 * unyt.K @@ -3157,7 +3162,7 @@ def ColdGasMomentumFlowRate(self) -> unyt.unyt_array: """ Calculate the momentum flow rate of cold gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmax = 1.0e3 * unyt.K @@ -3170,7 +3175,7 @@ def CoolGasMomentumFlowRate(self) -> unyt.unyt_array: """ Calculate the momentum flow rate of cool gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e3 * unyt.K @@ -3184,7 +3189,7 @@ def WarmGasMomentumFlowRate(self) -> unyt.unyt_array: """ Calculate the momentum flow rate of warm gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e5 * unyt.K @@ -3198,7 +3203,7 @@ def HotGasMomentumFlowRate(self) -> unyt.unyt_array: """ Calculate the momentum flow rate of hot gas through 3 spherical shells """ - if (self.Ngas == 0) or (not self.virial_definition): + if (self.Ngas == 0) or (not self.compute_flow_rates): return None Tmin = 1.0e7 * unyt.K @@ -3462,6 +3467,9 @@ def __init__( self.virial_definition = True elif type == "physical": self.physical_radius_mpc = 0.001 * SOval + # Flow rates are not computed for a fixed physical radius, since it + # does not pseudo-evolve + self.compute_flow_rates = type != "physical" # Coefficient used to correct the flow rates for the pseudo-evolution # of the SO radius: Rdot = coeff * R * H, where @@ -3473,11 +3481,7 @@ def __init__( cellgrid.cosmology["H0 [internal units]"] / cellgrid.cosmology["H [internal units]"] ) ** 2 - Omega_m = ( - (cellgrid.cosmology["Omega_m"] + cellgrid.cosmology.get("Omega_nu_0", 0)) - * H0_over_H_sq - / cellgrid.a**3 - ) + Omega_m = float(cellgrid.mean_density / cellgrid.critical_density) Omega_r = cellgrid.cosmology["Omega_r"] * H0_over_H_sq / cellgrid.a**4 one_plus_q = 2 * Omega_r + 1.5 * Omega_m if type == "mean": @@ -3488,9 +3492,6 @@ def __init__( self.cosmology["pseudo_evolution_coeff"] = ( 2 * one_plus_q - cellgrid.dlog_virBN98_dloga ) / 3 - elif type == "physical": - # A fixed physical radius does not pseudo-evolve - self.cosmology["pseudo_evolution_coeff"] = 0.0 # Give this calculation a name so we can select it on the command line if type in ["mean", "crit"]: @@ -3659,6 +3660,7 @@ def calculate( self.core_excision_fraction, self.softening_of_parttype, self.virial_definition, + self.compute_flow_rates, search_radius, self.cosmology, self.boxsize, diff --git a/misc/convert_eagle.py b/misc/convert_eagle.py index c5df9ab8..d6b94d7d 100644 --- a/misc/convert_eagle.py +++ b/misc/convert_eagle.py @@ -232,8 +232,8 @@ "Omega_m": header.attrs["Omega0"], "Omega_k": 0, "Omega_nu_0": 0, - "Omega_r": astropy.cosmology.Planck13.Ogamma(z), - "Omega_g": astropy.cosmology.Planck13.Ogamma(z), + "Omega_r": astropy.cosmology.Planck13.Ogamma0, + "Omega_g": astropy.cosmology.Planck13.Ogamma0, "Omega_lambda": header.attrs["OmegaLambda"], "Redshift": z, "H0 [internal units]": h * 100, From 06c49fa55ae7b00440f11a4fffea9497f05a0a7c Mon Sep 17 00:00:00 2001 From: robjmcgibbon Date: Wed, 30 Sep 2026 16:22:19 +0100 Subject: [PATCH 3/3] Stick with hubble=False --- documentation/footnote_flow_rates.tex | 27 +++++++++++++++++++-------- 1 file changed, 19 insertions(+), 8 deletions(-) diff --git a/documentation/footnote_flow_rates.tex b/documentation/footnote_flow_rates.tex index 089ac715..67218e42 100644 --- a/documentation/footnote_flow_rates.tex +++ b/documentation/footnote_flow_rates.tex @@ -7,7 +7,10 @@ \begin{equation} v_{r,i} = (\underline{v_i} - \underline{v_{COM}}) \cdot \underline{\hat{r}} - \dot{R} \end{equation} -where $\underline{v_i}$ is the velocity of the particle, $\underline{v_{COM}}$ is the centre of mass velocity of all particles within $R$ (therefore we use a different value for each spherical shell). The final term accounts for the "pseudo-evolution" of the halo radius and is given by +where $\underline{v_i}$ is the velocity of the particle, $\underline{v_{COM}}$ is the +centre of mass velocity of all particles within $R$ (therefore we use a different value +for each spherical shell). The final term accounts for the "pseudo-evolution" of the halo +radius and is given by \begin{equation} \dot{R} = -\frac{1}{3} f R_{SO} H \frac{\mathrm{d} \ln \rho_{\rm ref}}{\mathrm{d} \ln a}, @@ -17,8 +20,8 @@ \begin{equation} c = \begin{cases} - 1 & 200_{m} \\[4pt] - \frac{2}{3} \left( 2 \Omega_r + \frac{3}{2} \Omega_m \right) & 200_{c} \\[4pt] + 1 & \Delta_{m} \; ({\rm e.g.} \; 200_{m}) \\[4pt] + \frac{2}{3} \left( 2 \Omega_r + \frac{3}{2} \Omega_m \right) & \Delta_{c} \; ({\rm e.g.} \; 200_{c}, 500_{c}) \\[4pt] \frac{1}{3} \left[ 2 \left( 2 \Omega_r + \frac{3}{2} \Omega_m \right) - \frac{\mathrm{d} \ln \Delta_{BN}}{\mathrm{d} \ln a} \right] & BN98 \end{cases} \end{equation} @@ -26,10 +29,13 @@ where $\Delta_{BN}$ is the Bryan \& Norman (1998) critical density multiple. The density parameters are evaluated at the redshift of the snapshot, not at $z=0$. -This is required since accretion rates are often measured by subtracting the halo mass between consecutive snapshots and dividing by the time interval. -To be consistent with this method we must consider that the virial radius is defined w.r.t background density (which decreases in time). Hence, the virial radius actually moves +This is required since accretion rates are often measured by subtracting +the halo mass between consecutive snapshots and dividing by the time interval. +To be consistent with this method we must consider that the virial radius is +defined w.r.t background density (which decreases in time). Hence, the virial radius actually moves outward with a velocity that we can compute analytically. This means that static -particles at the virial radius actually become inflowing. The expression is derived by taking the partial differential of the analytic expression for $R_{SO}$ w.r.t. time at fixed $M_{SO}$. +particles at the virial radius actually become inflowing. The expression is derived by taking the partial +differential of the analytic expression for $R_{SO}$ w.r.t. time at fixed $M_{SO}$. Note that $v_{r,i}$ does not include the Hubble flow relative to the halo centre. To calculate the mass inflow (outflow) rate @@ -53,5 +59,10 @@ \frac{1}{dR} \sum_{i} m_i \left(v_{r,i}^2 + \frac{c_s^2}{\gamma}\right), \end{equation} -where $c_s$ is the sound speed and $\gamma$ = 5/3 (the second term accounts for pressure). For the gas phases we also calculate "fast outflow" rates. These are calculated by using the equations above, but only for particles that satisfy $v_{r,i} > V_{max} / 4$, where $V_{max}$ is the maximum circular velocity of the halo. The flow rates are always positive, so to compute the net rate you must subtract the inflow rate from the outflow rate. Flow rates are only calculated for the -following SO definitions: $200_{c}$, $200_{m}$, $BN98$. To calculate the total gas flow rate the individual phases should be summed together. +where $c_s$ is the sound speed and $\gamma$ = 5/3 (the second term accounts for pressure). +For the gas phases we also calculate "fast outflow" rates. +These are calculated by using the equations above, but only for particles that satisfy $v_{r,i} > V_{max} / 4$, +where $V_{max}$ is the maximum circular velocity of the halo. The flow rates are always positive, +so to compute the net rate you must subtract the inflow rate from the outflow rate. +Flow rates are calculated for all SO definitions except those with a radius that is a multiple of another SO radius. +To calculate the total gas flow rate the individual phases should be summed together.