From 24e7e9e83d8e70500223832041f99f7fea7bc262 Mon Sep 17 00:00:00 2001 From: Craig Warren Date: Wed, 1 May 2019 09:47:40 +0100 Subject: [PATCH] Updates to add plot with GPU performance. --- docs/source/benchmarking.rst | 53 ++++++++++-------- .../Dell_PowerEdge_R630.png | Bin .../Dell_PowerEdge_R630/bench_100x100x100.npz | Bin .../Dell_PowerEdge_R630/bench_150x150x150.npz | Bin .../Dell_PowerEdge_R630/bench_200x200x200.npz | Bin .../Lenovo_System_x3650_M5.png | Bin .../bench_100x100x100.npz | Bin .../bench_150x150x150.npz | Bin .../bench_200x200x200.npz | Bin .../Supermicro_SYS-7048GR-TR.png | Bin .../bench_100x100x100.npz | Bin .../bench_150x150x150.npz | Bin .../bench_200x200x200.npz | Bin .../MacPro1,1/Apple_MacPro1,1-v.3.0.0b21.png | Bin .../MacOSX/MacPro1,1/Apple_MacPro1,1.npz | Bin .../MacOSX/MacPro1,1/Apple_MacPro1,1.png | Bin .../MacOSX/MacPro1,1/bench_100x100x100.npz | Bin .../MacOSX/MacPro1,1/bench_150x150x150.npz | Bin .../MacOSX/MacPro3,1/Apple_MacPro3,1.npz | Bin .../MacOSX/MacPro3,1/Apple_MacPro3,1.png | Bin .../MacOSX/iMac15,1/Apple_iMac15,1+Ccode.npz | Bin .../MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png | Bin .../iMac15,1/Apple_iMac15,1-v.3.0.5.png | Bin .../iMac15,1/Apple_iMac15,1-v.3.0.7.png | Bin .../MacOSX/iMac15,1/Apple_iMac15,1.png | Bin .../MacOSX/iMac15,1/bench_100x100x100.npz | Bin .../MacOSX/iMac15,1/bench_150x150x150.npz | Bin .../iMac15,1/v.3.1.0b2/Apple_iMac15,1.png | Bin .../iMac15,1/v.3.1.0b2/bench_100x100x100.npz | Bin .../iMac15,1/v.3.1.0b2/bench_150x150x150.npz | Bin .../iMac15,1/v.3.1.0b2/bench_200x200x200.npz | Bin .../iMac15,1/v.3.1.0b2/bench_300x300x300.npz | Bin .../iMac15,1/v.3.1.0b2/bench_400x400x400.npz | Bin .../{ => cpu}/Windows7/Dell_Z420/DellZ420.png | Bin .../Windows7/Dell_Z420/bench_100x100x100.npz | Bin .../Windows7/Dell_Z420/bench_150x150x150.npz | Bin .../Windows7/Lenovo_T430/Lenovo_T430.png | Bin .../Lenovo_T430/bench_100x100x100.npz | Bin .../Lenovo_T430/bench_150x150x150.npz | Bin tests/benchmarking/results/gpu/NVIDIA.png | Bin 0 -> 156879 bytes 40 files changed, 31 insertions(+), 22 deletions(-) rename tests/benchmarking/results/{ => cpu}/Linux/Dell_PowerEdge_R630/Dell_PowerEdge_R630.png (100%) rename tests/benchmarking/results/{ => cpu}/Linux/Dell_PowerEdge_R630/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/Dell_PowerEdge_R630/bench_150x150x150.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/Dell_PowerEdge_R630/bench_200x200x200.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/Lenovo_System_x3650_M5/Lenovo_System_x3650_M5.png (100%) rename tests/benchmarking/results/{ => cpu}/Linux/Lenovo_System_x3650_M5/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/Lenovo_System_x3650_M5/bench_150x150x150.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/Lenovo_System_x3650_M5/bench_200x200x200.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/SuperMicro_SYS-7048GR-TR/Supermicro_SYS-7048GR-TR.png (100%) rename tests/benchmarking/results/{ => cpu}/Linux/SuperMicro_SYS-7048GR-TR/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/SuperMicro_SYS-7048GR-TR/bench_150x150x150.npz (100%) rename tests/benchmarking/results/{ => cpu}/Linux/SuperMicro_SYS-7048GR-TR/bench_200x200x200.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/MacPro1,1/Apple_MacPro1,1-v.3.0.0b21.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/MacPro1,1/Apple_MacPro1,1.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/MacPro1,1/Apple_MacPro1,1.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/MacPro1,1/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/MacPro1,1/bench_150x150x150.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/MacPro3,1/Apple_MacPro3,1.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/MacPro3,1/Apple_MacPro3,1.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.5.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.7.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/Apple_iMac15,1.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/bench_150x150x150.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/v.3.1.0b2/Apple_iMac15,1.png (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/v.3.1.0b2/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/v.3.1.0b2/bench_150x150x150.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/v.3.1.0b2/bench_200x200x200.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/v.3.1.0b2/bench_300x300x300.npz (100%) rename tests/benchmarking/results/{ => cpu}/MacOSX/iMac15,1/v.3.1.0b2/bench_400x400x400.npz (100%) rename tests/benchmarking/results/{ => cpu}/Windows7/Dell_Z420/DellZ420.png (100%) rename tests/benchmarking/results/{ => cpu}/Windows7/Dell_Z420/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/Windows7/Dell_Z420/bench_150x150x150.npz (100%) rename tests/benchmarking/results/{ => cpu}/Windows7/Lenovo_T430/Lenovo_T430.png (100%) rename tests/benchmarking/results/{ => cpu}/Windows7/Lenovo_T430/bench_100x100x100.npz (100%) rename tests/benchmarking/results/{ => cpu}/Windows7/Lenovo_T430/bench_150x150x150.npz (100%) create mode 100644 tests/benchmarking/results/gpu/NVIDIA.png diff --git a/docs/source/benchmarking.rst b/docs/source/benchmarking.rst index 88f9293c..1a1fb394 100644 --- a/docs/source/benchmarking.rst +++ b/docs/source/benchmarking.rst @@ -9,7 +9,7 @@ This section provides information and results from performance benchmarking of g How to benchmark? ================= -The following simple models (found in the ``tests/benchmarking`` sub-package) can be used to benchmark gprMax on your own system. The models feature different domain sizes and contain a simple source in free space. +The following simple models (found in the ``tests/benchmarking`` sub-package) can be used to benchmark gprMax on your own system. The models feature different domain sizes (from 100^3 to 450^3 cells) and contain a simple Hertzian dipole source in free space. The following shows an example of the 100^3 cell model: .. literalinclude:: ../../tests/benchmarking/bench_100x100x100.in @@ -17,24 +17,14 @@ The following simple models (found in the ``tests/benchmarking`` sub-package) ca :linenos: -.. literalinclude:: ../../tests/benchmarking/bench_150x150x150.in - :language: none - :linenos: - - -.. literalinclude:: ../../tests/benchmarking/bench_200x200x200.in - :language: none - :linenos: - - Using the following steps to collect and report benchmarking results for each of the models: 1. Run gprMax in benchmarking mode, e.g. ``python -m gprMax tests/benchmarking/bench_100x100x100.in -benchmark`` 2. Use the ``plot_benchmark`` module to create plots of the execution time and speed-up, e.g. ``python -m tests.benchmarking.plot_benchmark tests/benchmarking/bench_100x100x100.npz``. You can combine results into a single plot, e.g. e.g. ``python -m tests.benchmarking.plot_benchmark tests/benchmarking/bench_100x100x100.npz --otherresults tests/benchmarking/bench_150x150x150.npz``. 3. Share your data by emailing us your Numpy archives and plot files to info@gprmax.com -Results -======= +Results: CPU +============ Mac OS X -------- @@ -42,7 +32,7 @@ Mac OS X iMac15,1 ^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png +.. figure:: ../../tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png :width: 600px Execution time and speed-up factor plots for Python/Cython-based gprMax and previous (v.2) C-based code. @@ -56,20 +46,20 @@ The results demonstrate that the Python/Cython-based code is faster, in these tw iMac15,1 ^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1.png +.. figure:: ../../tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1.png :width: 600px MacPro1,1 ^^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/MacOSX/MacPro1,1/Apple_MacPro1,1.png +.. figure:: ../../tests/benchmarking/results/cpu/MacOSX/MacPro1,1/Apple_MacPro1,1.png :width: 600px MacPro3,1 ^^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/MacOSX/MacPro3,1/Apple_MacPro3,1.png +.. figure:: ../../tests/benchmarking/results/cpu/MacOSX/MacPro3,1/Apple_MacPro3,1.png :width: 600px @@ -79,19 +69,19 @@ Linux Dell PowerEdge R630 ^^^^^^^^^^^^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/Linux/Dell_PowerEdge_R630/Dell_PowerEdge_R630.png +.. figure:: ../../tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/Dell_PowerEdge_R630.png :width: 600px Lenovo System x3650 M5 ^^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/Lenovo_System_x3650_M5.png +.. figure:: ../../tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/Lenovo_System_x3650_M5.png :width: 600px SuperMicro SYS-7048GR-TR ^^^^^^^^^^^^^^^^^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/Supermicro_SYS-7048GR-TR.png +.. figure:: ../../tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/Supermicro_SYS-7048GR-TR.png :width: 600px @@ -101,11 +91,30 @@ Windows Lenovo T430 ^^^^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/Windows7/Lenovo_T430/Lenovo_T430.png +.. figure:: ../../tests/benchmarking/results/cpu/Windows7/Lenovo_T430/Lenovo_T430.png :width: 600px Dell Z420 ^^^^^^^^^ -.. figure:: ../../tests/benchmarking/results/Windows7/Dell_Z420/DellZ420.png +.. figure:: ../../tests/benchmarking/results/cpu/Windows7/Dell_Z420/DellZ420.png + :width: 600px + + + +Results: GPU +============ + +NVIDIA GPUs +----------- + +The performance metric used is to measure the throughput of the solver: + +.. math:: + + P = \frac{NX \cdot NY \cdot NZ \cdot NT}{T \cdot 1 \times 10^6}, + +where P is the throughput in millions of cells per second; NX, NY, and NZ are the number of cells in domain in the x, y, and z directions; NT is the number of time-steps in the simulation; and T is the runtime of the simulation in seconds. + +.. figure:: ../../tests/benchmarking/results/gpu/NVIDIA.png :width: 600px diff --git a/tests/benchmarking/results/Linux/Dell_PowerEdge_R630/Dell_PowerEdge_R630.png b/tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/Dell_PowerEdge_R630.png similarity index 100% rename from tests/benchmarking/results/Linux/Dell_PowerEdge_R630/Dell_PowerEdge_R630.png rename to tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/Dell_PowerEdge_R630.png diff --git a/tests/benchmarking/results/Linux/Dell_PowerEdge_R630/bench_100x100x100.npz b/tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/Linux/Dell_PowerEdge_R630/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/bench_100x100x100.npz diff --git a/tests/benchmarking/results/Linux/Dell_PowerEdge_R630/bench_150x150x150.npz b/tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/Linux/Dell_PowerEdge_R630/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/bench_150x150x150.npz diff --git a/tests/benchmarking/results/Linux/Dell_PowerEdge_R630/bench_200x200x200.npz b/tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/bench_200x200x200.npz similarity index 100% rename from tests/benchmarking/results/Linux/Dell_PowerEdge_R630/bench_200x200x200.npz rename to tests/benchmarking/results/cpu/Linux/Dell_PowerEdge_R630/bench_200x200x200.npz diff --git a/tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/Lenovo_System_x3650_M5.png b/tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/Lenovo_System_x3650_M5.png similarity index 100% rename from tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/Lenovo_System_x3650_M5.png rename to tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/Lenovo_System_x3650_M5.png diff --git a/tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/bench_100x100x100.npz b/tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/bench_100x100x100.npz diff --git a/tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/bench_150x150x150.npz b/tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/bench_150x150x150.npz diff --git a/tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/bench_200x200x200.npz b/tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/bench_200x200x200.npz similarity index 100% rename from tests/benchmarking/results/Linux/Lenovo_System_x3650_M5/bench_200x200x200.npz rename to tests/benchmarking/results/cpu/Linux/Lenovo_System_x3650_M5/bench_200x200x200.npz diff --git a/tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/Supermicro_SYS-7048GR-TR.png b/tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/Supermicro_SYS-7048GR-TR.png similarity index 100% rename from tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/Supermicro_SYS-7048GR-TR.png rename to tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/Supermicro_SYS-7048GR-TR.png diff --git a/tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/bench_100x100x100.npz b/tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/bench_100x100x100.npz diff --git a/tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/bench_150x150x150.npz b/tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/bench_150x150x150.npz diff --git a/tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/bench_200x200x200.npz b/tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/bench_200x200x200.npz similarity index 100% rename from tests/benchmarking/results/Linux/SuperMicro_SYS-7048GR-TR/bench_200x200x200.npz rename to tests/benchmarking/results/cpu/Linux/SuperMicro_SYS-7048GR-TR/bench_200x200x200.npz diff --git a/tests/benchmarking/results/MacOSX/MacPro1,1/Apple_MacPro1,1-v.3.0.0b21.png b/tests/benchmarking/results/cpu/MacOSX/MacPro1,1/Apple_MacPro1,1-v.3.0.0b21.png similarity index 100% rename from tests/benchmarking/results/MacOSX/MacPro1,1/Apple_MacPro1,1-v.3.0.0b21.png rename to tests/benchmarking/results/cpu/MacOSX/MacPro1,1/Apple_MacPro1,1-v.3.0.0b21.png diff --git a/tests/benchmarking/results/MacOSX/MacPro1,1/Apple_MacPro1,1.npz b/tests/benchmarking/results/cpu/MacOSX/MacPro1,1/Apple_MacPro1,1.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/MacPro1,1/Apple_MacPro1,1.npz rename to tests/benchmarking/results/cpu/MacOSX/MacPro1,1/Apple_MacPro1,1.npz diff --git a/tests/benchmarking/results/MacOSX/MacPro1,1/Apple_MacPro1,1.png b/tests/benchmarking/results/cpu/MacOSX/MacPro1,1/Apple_MacPro1,1.png similarity index 100% rename from tests/benchmarking/results/MacOSX/MacPro1,1/Apple_MacPro1,1.png rename to tests/benchmarking/results/cpu/MacOSX/MacPro1,1/Apple_MacPro1,1.png diff --git a/tests/benchmarking/results/MacOSX/MacPro1,1/bench_100x100x100.npz b/tests/benchmarking/results/cpu/MacOSX/MacPro1,1/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/MacPro1,1/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/MacOSX/MacPro1,1/bench_100x100x100.npz diff --git a/tests/benchmarking/results/MacOSX/MacPro1,1/bench_150x150x150.npz b/tests/benchmarking/results/cpu/MacOSX/MacPro1,1/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/MacPro1,1/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/MacOSX/MacPro1,1/bench_150x150x150.npz diff --git a/tests/benchmarking/results/MacOSX/MacPro3,1/Apple_MacPro3,1.npz b/tests/benchmarking/results/cpu/MacOSX/MacPro3,1/Apple_MacPro3,1.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/MacPro3,1/Apple_MacPro3,1.npz rename to tests/benchmarking/results/cpu/MacOSX/MacPro3,1/Apple_MacPro3,1.npz diff --git a/tests/benchmarking/results/MacOSX/MacPro3,1/Apple_MacPro3,1.png b/tests/benchmarking/results/cpu/MacOSX/MacPro3,1/Apple_MacPro3,1.png similarity index 100% rename from tests/benchmarking/results/MacOSX/MacPro3,1/Apple_MacPro3,1.png rename to tests/benchmarking/results/cpu/MacOSX/MacPro3,1/Apple_MacPro3,1.png diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.npz diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1+Ccode.png diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.5.png b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.5.png similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.5.png rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.5.png diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.7.png b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.7.png similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.7.png rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1-v.3.0.7.png diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1.png b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1.png similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/Apple_iMac15,1.png rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/Apple_iMac15,1.png diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/bench_100x100x100.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/bench_100x100x100.npz diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/bench_150x150x150.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/bench_150x150x150.npz diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/Apple_iMac15,1.png b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/Apple_iMac15,1.png similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/Apple_iMac15,1.png rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/Apple_iMac15,1.png diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_100x100x100.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_100x100x100.npz diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_150x150x150.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_150x150x150.npz diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_200x200x200.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_200x200x200.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_200x200x200.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_200x200x200.npz diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_300x300x300.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_300x300x300.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_300x300x300.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_300x300x300.npz diff --git a/tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_400x400x400.npz b/tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_400x400x400.npz similarity index 100% rename from tests/benchmarking/results/MacOSX/iMac15,1/v.3.1.0b2/bench_400x400x400.npz rename to tests/benchmarking/results/cpu/MacOSX/iMac15,1/v.3.1.0b2/bench_400x400x400.npz diff --git a/tests/benchmarking/results/Windows7/Dell_Z420/DellZ420.png b/tests/benchmarking/results/cpu/Windows7/Dell_Z420/DellZ420.png similarity index 100% rename from tests/benchmarking/results/Windows7/Dell_Z420/DellZ420.png rename to tests/benchmarking/results/cpu/Windows7/Dell_Z420/DellZ420.png diff --git a/tests/benchmarking/results/Windows7/Dell_Z420/bench_100x100x100.npz b/tests/benchmarking/results/cpu/Windows7/Dell_Z420/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/Windows7/Dell_Z420/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/Windows7/Dell_Z420/bench_100x100x100.npz diff --git a/tests/benchmarking/results/Windows7/Dell_Z420/bench_150x150x150.npz b/tests/benchmarking/results/cpu/Windows7/Dell_Z420/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/Windows7/Dell_Z420/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/Windows7/Dell_Z420/bench_150x150x150.npz diff --git a/tests/benchmarking/results/Windows7/Lenovo_T430/Lenovo_T430.png b/tests/benchmarking/results/cpu/Windows7/Lenovo_T430/Lenovo_T430.png similarity index 100% rename from tests/benchmarking/results/Windows7/Lenovo_T430/Lenovo_T430.png rename to tests/benchmarking/results/cpu/Windows7/Lenovo_T430/Lenovo_T430.png diff --git a/tests/benchmarking/results/Windows7/Lenovo_T430/bench_100x100x100.npz b/tests/benchmarking/results/cpu/Windows7/Lenovo_T430/bench_100x100x100.npz similarity index 100% rename from tests/benchmarking/results/Windows7/Lenovo_T430/bench_100x100x100.npz rename to tests/benchmarking/results/cpu/Windows7/Lenovo_T430/bench_100x100x100.npz diff --git a/tests/benchmarking/results/Windows7/Lenovo_T430/bench_150x150x150.npz b/tests/benchmarking/results/cpu/Windows7/Lenovo_T430/bench_150x150x150.npz similarity index 100% rename from tests/benchmarking/results/Windows7/Lenovo_T430/bench_150x150x150.npz rename to tests/benchmarking/results/cpu/Windows7/Lenovo_T430/bench_150x150x150.npz diff --git a/tests/benchmarking/results/gpu/NVIDIA.png b/tests/benchmarking/results/gpu/NVIDIA.png new file mode 100644 index 0000000000000000000000000000000000000000..11f02456ce677716dc65d1af51bbe38a8c3c2cc0 GIT binary patch literal 156879 zcmbrm2{>16yEptts3;MkgpeXrk|JZNL@IN}WC#&uj7+6uE@etYhL90Evn&Yj+}dFN&liL~X6qJkQU zM9E4bZJ66gg|CbqptQmNZLmLnMq?xXxNS7`#eZ+QuBc;AA~Dkw|B%)2&dTD85)LOX zI;h)Tad5tDXGXeq+2Ojit%J3tF{hK6oxP>44d)>t5g}0lP74Qz>ypC4|N9$+Z0*d2 zk9r-;AdxspXB6Z$Zbtw5?tGE4eMNlg)`*Jt{*-bd|Lo^HI~XgvnQm3y5!|667GBN} zM5SlkUd|x!_3+MP;_=2O8f`ZmOYu#)$hSjsWi5O1Sr1q34kvn@$p*(82DKBRhmM(F zF@Gj8B*BoX!B0v5_m8R&>wq(v@83TuMkWtK{{Dxr!v{|8zu!nda##Ko*WW))o4f-R z{{BhaPQ~i?_d|;NXhj+RekkM|iz(0F&v3Pf$Mo~B%MUCI>F0YnjemPzU%ypcTs%eZt&sS& zZ;5u#A|qLD-n#X%v5|hqjvXob1)^8#qy75(O=I$6{@%}i;WLS9sbXa`(|lb8_SCaO z4cf~(r%qAjS$B|=Hg4X0y!nMnh52^gv+o}5RW`D;^wY}F-6J8vntU$ijs}0l#P_1c zB;^R}+RnGO9IkW2x9jT8irI9rRQNM}OjS?b#=${%>CztXn?zsQ%?+#OTD5P*Z#ku* z!5A25x<$(S&YdsCF7}Lqx{S=ih6+haVc4nom&d#+#3kOR(W|V?Gu$lWQW^WEO`E3X<`~INk@jN|b_nTjBz5SD8Wz}5nm0VV=k4tsNkuw) z_Uu$8hv&PN7RCcw>2kWdQP1)s|1N`~XXzqm-^#*dw&%JBNp5}ZPsPfNO(W?`$*l$J z+3KESH>Zrk7wC3NhW1H~cfP%U?;hp3XHrl0HpII<3*LR~${2$|@y#1zS6en>HI90& z6}NSs{(C>6?ZnUSF1ao(CFx9(ncDZ z+L_W-&!r*%y1KdxC9aM<`}XzW@%R22YtI@w`k;4ZX5{ZR`^xO&T{7@m<(=do9~cN5 z_%l3gLAtOLOJrqb_4V5~E+L_|>gs6mO{6%7Tlp$EIf=>1C%8gb z>cm-lJ$l70%T(~gM8w5?{QUghTR+}2vCro5?@k_$fb;)+6JM{mdqHRDvu9gLI+{A-=!rlzKG zDo@4ttHvvYH!up%+0RVB>x!an$*|t(IM(DuntFP~mf!tS_lJYY4b`voOWjyW7v9=@ zcN5wa;*o9h__^_S-V+stDn9;>Pig7L<|FnccfTr_J~?DsmzpL zMMg3*F?nppUeVCYz^|b}ruV25$*$>rs$V3bY2KxD_ zO0HvPFLq)2$_#kfAaDok>uJl4Z;SG zJ2*M{6ck9Ho}`K`I*)%lOp^N?b@+9$Fh||VwSxHET(PeF8x$xi*PWc&EZ8;2{{AGc zWj41E`BSMH{?|J5$S!ni?tHlShjm*zE6J$gnKZ7gto`|k`vQ}=Xqifvt-B@fqGpQO zcC%r3bPP)1z~$Y2+7K&y`ug>ME;qlZ$ST+U?+q)&HZilB(r(@QDdF^kAH&1@$^B~1 zMv9P;M4Tt|@lC!9!iL4ZhppP;uK)bNB5JA_?&7m`xBrKGG$uIQUyGcxZmw4ZFh@$c z*o6<&v}WirZ`mbY9>6RtVphXA?cwSwc`9h1>m;v!0h*upNAOKiuE9sAnRG2ndA zcPbf-M8t!N|TNp zvsXDe$7{m{L!zSmx9>a0dFasgBB$}=*a|tHXNk&*T7{iAH8mxdZCr7ErvFTNWu?h~ z)J&Z`7pyB$!rQYhCE(Ihbl>o2>KELhrelvYEO9-G;uzlcpx}LD(%&YkcrG?OURbCq z^3kI^=qf}tz-Qa{H~jn*v@6?gK&h+LeHV^Y%B3=y7w2O$b5>@SW`_=9`Sc4NHl?Pf zE)G7m6>*)jpkk;_mkU5u#$Tr*VV)>D#q{ig)9IJE9=U?UK*0uiTH~!zP zxSz!|QUCJ8=~@O>)=i}Ac6K#GkG734|J!ncW3Liibz;eE-*S`u>ASSW~8^uHU_Xf9QYQ1HXh+OyeFsdNfnCQNiWTf457l ztN$+m47JA|(F^C!o%?^kk%6{l`S-65k{1C1^b73xlPABuIq-YD^S;NQ<;&RN zF1mR*IU1>IlyvM;1f&u1SY4Dd;201P6JwkoZS@Wbp||;7cuy&ee_&*}Ez=-?p8HhX z*(aj;?knQy>FF~L?h2IE$ujJIDMpeWt4DR;+H5&+-~f*GyT-D&4~g`1#bfR35F)=*kr;YHDgR%ccz;9v(N>R$V-p)vX3SrwIoR&4^L zcMY=ZfkYF0`@XqZJ+!)~=Td@8p~DE*piY@bNxj*Ai$pcPQ^9P0KxVW%#S|^&O#Up- zD=ie^m!f*Iv9W!5b@{~E7)hpuiSOz~=WK0lHPSEAH#Rm#9&^q#%rjY@8<7YEF1wO2wMRvQ=?c=yelH;Y?y&wTM1tYf|D z;_}>WX$HslZb^xBS6A07i$<>ETMOsLa{8%dWy=H{{!CZ zY-5qbhwo)%2=Z&CZ#;kgd|k{j=F68a^GDb(&6ugyqZM2&_E=haSKdEsvnzyoo(tuX zjEu~p`NbBt-McT_*aT;lt?eBD_U2>WwNB13rP=ENiZOWh&jHC7r+!j+EdIQ|Dzufp z(fqdjsd#duFLClHJRc$tn!K`V7a~yiWOvC4UEQ4oGCpKpZ}ctK5@6l#*;|hTRsBbf zcvEeunT$7m{N#z>na8|ji)EyT;&`UrrS1V}o+kM4)XdDCw6p`L!y5Idq_P?rx=g?p zivtmt>6gB`Ht$S3mAz{BDHK_pzda61e-r+Mksh z>uc^jd-v`+e3&UaJNqb(hnt(*g(M}WXh}z<1Tzo7gcClr@11+x?*q+qNlCF0^;$`3 z^D`-zJ7{pmjqxXqWi9xzzTMs3SUT^v*&uf5ohngc@52T4wlOi?LnAJBo!=ZGWbgr( zpqg-M%PRVluHb@tk<09rV7kk5@{jwn9Y&gn-f^Wa@-})fm!#y*>gsC6bLUQ-JxjZl zUCQ^pH+905&rvSR?$3_iARlYXsC_+9=DE&}CEBl@$#&`id(ihHX95`C{Ih(xsku4i z;X^OFewN=7p0DYMoYo`M;IpOBEy6>xGO*O8Vj`TI#ggVo(B&s244_A$6>;ktu7dffCyqrWr znfZdfD`wS3TVG$lUn6B3(c$pROmL-&XU~>|3z3PwhIAouCW*1uZhoD_YI71Xg z97i>R1~<{sF=r*I@qzYiV_>*rRvZ2kZ9d;+mRI-9)q8+^gI{;Ip{hLIcm7kHy!R`Q zKd!{_2fnVJcM9FFN}i^baXePW9ngFuszLP88^CHFE7sASZ_W+V=h^lI9$?x0 zVhju;K(!MqzsKnr8SkQ)^ye27@ZO-vY2((dRHXdELgRN{WGMzk;^`R~ z*sj~9ZcdTV71|0N+puu-Y;1wO6#-VQu7B=xc)UY7AR{py&?*n*QzxD*7>RXH>F!-e zY!tvbzvW#EKtHn5V3vI|H|KyVx)HajYg@)ECe1z|?{fO|X@~J|OcN6m`_*62qA=eW zYZF{u8j8)oIn4!%bRQ>AujrvJ0 zdisF_KpLA#xC;S;LPng>+d)Ap;SE>YGlR~>NIrL8`90j6Ooxi|DUj8>Y<+DPVDOTL zaZ_9T$p8`wJFo4ioPLSxy!B*3QIW~ikM}9sS?u6N^f<5cW9bB+q{7tRbq3RcGjoi#)Q`@M@*}>HIkb^M_61Q%W~AU zm7hb+@@;!TLA|xbf}NWBzV%9XYb%pMp~HJT$b&a}6-e&_Sr3Web1bZUletEwrW=HX zg;(+EudgmsTxoa~W3pg&4K!29@=r@R+Kpj&Lh$R?hX(7Oc%w_dud5TNHP6h<#IL6& z%H7#mnce6eEE0A+nU@+QII#io2V(&lS3a%H zyS$OTXHWcgGi_%H*!h=ZgTwmKMT;w`GN~QjGeX);@loM`- zQz$8HySg|XKi>*9tJSG`mxvLhM?StyxS}?fKa{Q6CY3)RO9;M88BUJ%IF8axRyA{^ zyU?g1gG7@yDPq~)O8iUcA`pGW~1t)o9LPPI9lfLCYTf)1#x~edd7j{7V z$|jMTrRC*#92AllZjnn=RIP8obMq0Ku5Em~vAW*J?`$iXh z9t58=C9iS~Y);mMSVM3{ zXeer_j8<*w)j0Jdbq_P&j5I?It?~l3)i3ryqslxL7$af-qRJrU<@_#^1JslT>R*wE zt->#!Mj0gO)Tg5j$KRap6*+R`^b=7t5sNQzY$9PvCC)C7kB?8|Sz}Ag?-aAxCVJ=)S=FhI@S#`%t@OxG%>8J%p9t9ZQu9El@FjML zF8j68S#}=2dKX~17ed%h!J%@$?ZZ7~vNaLHbin9@T!DVda?p6g+CtfSYP9x^>yM$3 zLjJM-UdV(BOSGxF&!1KEtaZRFSx}lZ3(~P6xc2Yg==JNAAqO7ZkI_;7HSM>P2edN- zaRezA%Ul&}&hRjZUHhi78rw`drW`In#(C`7P~DS+R!OvSJ1JXXy*%2X`j``dH=xg( zgCdq7x3NjsZSWGf`C{?d^g)*eSBMeN9W7Mto-`($4(L0fseHabIYP*9#NFN9KKfkt z)7*#%W;CKS$Bvf9g=ve+m-iI5Bqt~LfznF~Z?F2M;yT)r$~BcC>^#v$pK)BQ_wrmX78f>a!N=@R4xHU2VVZ@^W1Kr=2dp~?Kf`@ z^J}C4nNar67IH zyY{rc{hq>-O6&Z_5J@QWtlKJVoS~EH($SKtPO<);nj&$IeJF&GlhiC|Sj++tw}Er4 zW|oiY7l8+%Vt;vSdnsDVg#n_B9B?lIwIG?jZ*A4g4Q{><(nMgR)->%(bXlSW=jR`V z?AHr~chq5cTXAtQ;5>zt`?6U3SP1p}OYN*+C^=(Ezxuxl^onEJ6~Ys&bKb9k) z!(X0LEH6wxh>PPac3WZqZUG4(Dx7MO(>2_;Xyp@%A-hKRz+PTne>Z*f`W<{EAOT|&6M9zG)SQ!@xSY^uZ@Ia+M6P`kBjwz7 z6_dEqFND33n8-ttdwu1z#M(2egSbdJoG1+ZDU|1Nv09Wi#(hS66;_62$)7I93U0^B2oJq={aQ6G+IG zxOW9PIa1VND<2v6WeW{DH8r&_&reVTJW-zxW_yno{qWhdOowk!GVvV$s3 z z(6uGo5h&*Nw2BN&j1mS9wpreRWJJMbdyk9+^2&9&NSr9(P;aMmzjk)+dcZDSBl;Pw zru+vFRF>Fut11BP8&f~z9md+Wz&1Go7U7TU^lv)?mIEqSBi_^t!2g=|QSZozA4EHA zPmZAtY%*>~(I>o6f!$_5A0gb1V0LML0IpuJ8Wz-89)?ZCg9C{j9IadgN9tXHgHhTx zJEU;q)&Y%_I44)Aw1jpd*XEj-hD(Y!t$su@6+8!;cm4M-9a7E@2Z#u*LM9)5whXst zae$)I+`4s(cDE!WQA{i>_M=bU!=9(Vx0&e!mgP&Kqg9gNMvxU~8@zW0nfNufNo1k5 z-^c1DSTx2%btDc;jh3bzK^=jAza*Td`}Ms@yQOl^2_Mo!%01w~56a6Gl4cL&jaD_d zPYw?98jjibj1idmCuB*klm73}g!U?h%E8O}IW%-XLim!$%*_6Y*Dp2GuB=D_ndcf= zetorvVf*%jmQ6ea1=_0|PS{E)jsdo%OH?#F1gf0sfo4wS%{pDV!b?TRPHb@aQs>fI z$i03Y3ssNUcUI=>7B99U?=-dKbGxTY&{Pgr#*sK_xPEmNY$p-40{n|FMo3CZKX;=+ zfn5?yiDA#2yA&^s6hK&#X-2!4#Ew=8r(Y~<%VWYUtgJsFEU0yq$i8K4Ad8~yPD}+M z>Hn%H#|)0CxqK^gaRJadU}UzaHjj7y_)`uW1)9M=PP9#*0i82ItSi|CiAIQb4E3|i?I_fUm)W}Dm}mUv!6C%fwP@jhJw z_!!%Ek$^5gph(iQu=pM{`9wHb=$?>!1atn_ zz+8!g8FO=flnFcgpu_M5LgIp7SB_5*{J1gaQ1X4Jnc3e%t9nX_f@ba93Q@i9gcYcI z!PE$JN$QY0ICGoQj&L#o;!Y8?4}K2#c^~>1K-0;?pyJHLH<`T0-|gqYR&_DgsM$IR=a zpCr{rLQj!&`sGV7Ak+%*jfMKm1(MakS+< zS{?itZ^&`jM8}760Dvw-7$VTmqsNacR1~Wp?Ii^6H?uuuo*Yoi$vKODelM_3&L0kG zp9Va?42j{ovvVbmC6vjVHw3D#eSIb0{~{fpE@A5>b&Fen-R8bLce|+Q7}2W+Y9k1B zKHlt(===BYFQTaD(MMyAfnOjeUpq`d3Mdq*W6208E6rI;E zn&iG#G8VPn_wgCsD{OK0Y~U&8WYjd~rRq?>prDi1*6EAuIElm$ITtGvM6_iPVP^U7 z#d#)`TM6mPOJJiWK#g_tew){+seGW9p;THZcHSt(#t>YOx-Gt{q5lqS;SV&P0Lz1G zJcwNDZx(>^wm2gPgQcjQ8xX=adivXd2i%7asi$S;c%`501s$L2t)SUJMK#EhB6 zskgV6Bxkvx%V~AQa!HQaIYvn;mWNAC`@HPWO^13J>k`?ZCJW;?eJGoPA*@Q9ql^D`x11|v0BSNo_xL={5r zMU$kKb8>fp5M`a=GS-@Q9~;gD%3_DE2{k1p@nA`&e5`l8y(>PRTq*`mKMf&_VAsET z$~ZdnuAS&9b+;F2MvcA?nr~)R0R6;ddKt^cb$-m3p8FNRU}RL(l_#Yz^@m&2n0524 z{jdNgprl+2{G4M^?Ay0f$c2x7sI1(lrvu324FT{cTAM^T^FxEjiaZPeub_=Dqr-ix z9%k?54k3fSQ1@uIzM(<5^Imu!pg7wIir`7a;~Mhq1~!x8 zaK3jAxxn1dznRe>&(Ux2j4{KYNGoB-865oMc6OrH*REwleqx*b2%$BAWNTz(l&62! z-(?0=AYM$w@Wt6D0!KJTPjz6!*yoWFx}fQuJaW`*{vbE^3AWRP6ALXZ8U(IEtMCE- zCF#(xE{UflZ`Q9Ut!>0Cyfii%2O-Zeb|otzCI!tdT#wPUMM5@#A+ zgp#DA{fy9Y!(v6=!Z$t{tm~(62ZfJ6W&&NJcfQzVmQWXQhJS!u-dy=DNaz&6OgAVz zA(|DlGdgx8ydKd3vfYXgWR#_q<|kdlSe-!?7^6b zUak-8vMThFzn z)45+8=%U(at_ABj- z5`Hq2MzJjCS&8&j02_v3m5mdkELb zFL<(q64ut%#&X1l4H9n34P~AR8jA|Mkx{fLuHj8p#$7OiKluj-TLU{j~mQ|`I zQQ{^`dWQm5F$NmvzvB=dHuJo~6a2m3gaZ^!jVDi4HQfbtb5krvUZl&Ey3Q+gwOAJQ znAb&yn3X+!`t&2f96;=GB_;ojS5s>T_G;%}zkI{~MZ=%W0D$eERUzC^fTVPDEpCGi ze*FA-3zTaD5+Z=ZGdd3jI_tpGPbia6TevJlAR{j ziFEYlRGdXd$}sMe%hLvGaA@8YqO{3JqLf=X)K>`_1Xn%)yQF>g>>1Z&SB_cjkN*C| zW>E?Xil38{baFe&tJ6$Z{Zn^aTU%?K+qG-g(=_Uhu}a3qT;JZ>KEN``afKKG(&^~F zcfb0rg=XnsTD9EaLiVgDPoBg(nnMWqlBO-3F$nL3*?_d=Xs#Ud983h^%tg_$jwYmeT5#r zlyY0#1{O%-+_iXe&AmNMn+}FxZ5{`sUMv5^eVAR-y5GIFGWaQ+g=~;wr*P3=)WmSy z8PWm(uEy9?OBdF;H$4>O z;nq3qnV*}}=-^j*)^NcF&AOwT!t^#-MR*Pxc)j>%01l#vLCEn})wVxzmW}k=mtN<$%^TT2@ho1pB)h{GY>xbz*>{945OBqF4T`u8N)8 z^@uq)gL%e8i$Cn;FaE8=9>u7Rm!vj=T6~d|K5lB7c+^9TRpiV;O21y)*~*srN1L{6 zVOp}qhg%Gjt55%=$}!|XD(qrniw-o==$M#;I0qmk7q2Z?nDw`-E*JZ7aq(LqOvfLG zM+-W|R~TK8pHCFyt9l$3Y1SP%9fen}eJ|8>*t8VdVjx#596Z4MtY9yl^?*;F;3me{ z7OP`3FN}>>ASyy{rhw*2Ns5-RKh@9N5^5Z<&!DKY_7A{v{8N(*-8bc*XFz2YBIcrp ztz`Fi@3&}TQp>IgefgBuU^GE!<$Go2>0b*VX?=^+edvZe{Fx45?PQEVL3N!QLMLyz zk1w2;&)z!^kdx!KWB2Y1`vYl+-oORW%xwZ*-r_XTm1-AiRFN5g%C5%x3yx@}#e3$R zJEM|X!CstCl72^A@@P!m8=d!^kI7rP;E(i3SHbJWpbKqgx@(3&RH1{`bF;G_iO|eN zJ-s3RE%)*qB-jUf`}!Jl%#<6iegiiI7HcoCCX78lzuO533Ew6X3Ul7PVG{g+Z_}ho zQV!z}6J*JU4kRTQ`{Gm}%Wb4Pz?rVdvJ3R9*Qophc%%&NA9LtU-wwbJ0M~1sOe@?` zv0NwvSX}{e>16PbukS_zIwecU#o z0ItCxqgM*{r{R_j+a8C8hVDJTo5UvVs*$j-jWW!*_O|TWA_W@D&IY|wH5<~wK13*ZKbgvtb1Sgz4wGEUA}U~ z2TILz7$!$uW_Z|T+In0`j*%{pkSTC~KY@5V+MY+=*#jzRUG{>4ov&%&<_6P@EqZUR?k&8$l|_UEtFU>= zZ5BdGV^}Gcse>x_kvf~^B0kD>VR&#bJn7s^?hr+SmEw_c!KXuVF}6E%?`T^_n!PZE z3Zjq4YMpsGtOaEI^9%vRPtme5V5jFeX5>*Eb3fbOQ(3(1t~oD4UFGU7f+Rwa{dtP2 z@XogC>P?Wk-vea^5MtrcqbxAf70;iq#2L6w7-NVGTzq9j#(OsM;WZckO5fF0)rTI+ zexZ%+1+k@PA>uK~$;imWJHj1o-Nwk6__onfR@~{=#pw-eXzIs7^&r20Nj$Ut&6yk; z{)$zjk&%(Br{ml1^=^sljiWD&lyR3t3%$NPXSsoz+5{xTSZ_r-*si!( z&ox%K;z;+66yUhVEBAwnh7J0wchSK&FX*Q8uk_*l-occt8Zj*W77n6nu7zr`#~)qW zl@eGqgrNj3PnoK*nS+Dl?!9}dB|6Ou9_yiYg{h9n6gk>tpwQ0^H=gL{v+6FE*vfV^ zPIdG))M?-LsN58-=uf}v7EWK|?p*9-ojZa4l|fSN*5}xzZgT4O zYNTnYjJs;Gidj6gxR(z>YjJ7GuidU@CJKtT|Ee$a%yN|b)=czSgRgI_m`O&!6S~x_ zjuPMw+Z&;;(9eO6$bvRL93y3LRb;+eTU+B2PT+^j%g|1ZAcHO?E18awwoKD+K;+FW zL4$yM<%&&M{SRo*ErX-A2MSvPV38701CnWFdO(13a5Fzuq`iF||JGilIJRdDHDvW@ zSB!Z>6p6`dhLVJ>%FA9?0#hBz_eYqZz@t|nnO*KJ_e)Vt@TrnW3&ex}f(P$A=Z7%U z=1ABw#z@1E)`Z`s2w1M62RdvuB(xJ$VrtH!X(T=1Om2Y{K)~&o!Zf#fM!mM`S%X2Q zinwwV)%l#Wfb{@90i-%uH+F0#T8%IxNL4cx)%J`7T1G~3DaQz!j@?{t4pTWkE$yXE zGgLL>R}qAQmU-)2+clT#+et!(#VJm%OJbl1ZG~np#rs#*kZ+K5o{q5U$Vu8Lf()H< zLfl=qvIF6%oHu9s{i^o9xK^JRjT?Lpcykm?mDJ%fi9)3`%g?W#p?mm7^V)DDci4B8 zLx&C#CN?R@raCV#&sDJ^tvycekb9 zr7SY)ssb0B+;aqbd372$RqsRI^C2gpOt zr8vdb86z+~g-iR;27JR0`9o~_IWn?Iu8s0c_qa-D;W)CGx)RX5)iyYVO1RFYRF$+q zC6U^)qe^`%AqM~a`O{Tz0;r+(<}TZ<<_u*u+_-XGL~FB0lv+C?yM$)`>T~ z=pVLrU{g~(j4|)8RpS*Axv;^YpF6f@>^JVRWvkB~+i~hDa>|(nSs5aLa5A$EfYZG8 zQmW##)SjNL2330epUTTQVJu<0FwrH4ZdoL+qGD?{71>siQ~%`9>2aguqZYTMYV=+X zn0cvob7_C?!ImzU^7j_9Y})+WMDwKvJvVLH&1rG~^JdAZ#IvTRJkMm@U(VWv7ToBg zBC=vYag0LxEYPv5H9h3rznm@sV%tXd09o04;POe$Fzq)(OQYbVNpC~!Vr*t7D=R@% zNTvp_VI!rst|EvQKi`A1bpx6NTXKoZ?2E-N?2Qo$JC%;k&IDj>lIaM;8p00x!pboq zmjUfHR9ha$zNHzp^|KT5k!!~5AE&RJTzIlZ(i1r5;E1))fDJm><&mlf2M-=31jLH<8av^U z$Gr>b0z>*Xt(gXTfr+f>hfX{W5tLWcQ?5EtY!3c1kWO}5)-}_zv zDd2L~|8R0CzLZiX5DJPP^-kH)-_0Ut6iOu+ zE}+B3o`Oz7f#5=uONpVOVJ{mt0&k<{xAO80u#B5smX;GgPcQx+*TdIOo!v*rld7x| zca|6w*qE=EXWi(!R{RPA#KEr^7%BQvU~e8oes`&HbYP@8*`hsjH&pM-ND~q6<9GkF zGOh>)($iJhowzjr0Xk;xnkUo{#CpR7zdVJFf;gn_9F>1%e%_07G5j9pr-ODT<(xED zQc}t@6qxDJmJ63%0uk*PR8~~1nlW-kxi8>Pi-+V9a1A!1R_7y8NlD%QvCw1ogMr@+ zdHeBGQ+TvjYcK4A*T|tU?O1-polZ9%K7Y@>&=@#P_YU91v4+3z)Tx=Gd~>o5;9~v3S$DA zUG|mFI~7i!{)h|-1r@E_Q}JsTUYun`dLL3e^CI#Q*YPX~(E<4vCPBGe_(ybX$DC*h za|trWT-&`@fB*z$bNco5Hsl3k?9+Tcj35uYw+KTjpZmVDGA%E3-gdmH{4;OOUIVm7$wP9KXVki44-lb0kYtYI{f-d zAGGuE9VBIlXg)FZfm04*cArH;OQs}8E>9c@QEuH28n_`Gp z+cc4?5-2+o`x++D4+MJ>k3^#lzSazGw3I z({>zNzThMv6T<4^Z;%H2A972m87?wJ)`;qu^F%ppuvhLYPUW9IL8YZeh)y1sESi81 z%m>#hRV zd+4sjF_@04hY>!oAW#-;=j_}d>Mu^;$b4GqQXsgX5^!WxPeq*me!aYOMlUT-cpwoz zckf!1WCH&Cnzf*@M1_aHa43X=l8X2*qgO8S)J?!B!^PKXR##^mdS~Gxztj)EfB!!I z5?o(NwhWsf7qdDN9_AdvvM>ZjhlchYK60de_!!6Gs~VX#v5}Gc-{j?mlRw0elh%Ov z%azj5Yp)SI#ZOT1V`u_h-yf5SMN}g-;V4+->YKs+-HQxBKBHGlO^uT4WViI2*<#Oi z!_oeJ9!k!`2M>n$`1n8(#)(veYZ>(W1Wu#9zBarIjrs#2iirs6L|id7-ETkygUWLs zaL8&ET!UdAO8yYe*}+OnLXqYpr2@3gflo-B!vKY3cDIE6V2Xa0J_<*<6d1d<4bByceniM`1)0G9YKhg8i6pSBuh)n0{*v!e?-vLU^S)I zn9=SMKO2QJJBY!u#>L`{i#D2$XCb_vkTfpe7&gF%hX4khwlm|BI-q?=8=fG0Oawf! z0{_-x>kkH>no2C-$3Vi>lObyCPaMIJF1nr>8@7b#<>6$6yTXF(mmzojG7z ziI_>-*1QG!P@kO}1{TyvY9=OqY_iRB=Q~8P(RpQJMa}%3E;X$uPr8DaCqYAdD3092 zz$!$R`uX|xN^zU6{h23o1?@3D<6@d(m4lKE5*}%S;bOa8iP5OR!d{K|w*M zdYqBU$f-*knbblLO~PV4Xqvx&_pag*>#v+I<`)*)^M5JC9=Miyx=LjDkXHFblL8NN zv%dR^fu~WIP6u-zYJ>Ken;94!Tt8#FXg>hdiH&az`6fjzX){7O8cxEG6nPfm4Ngz} zJOQe^3zvEdnM8EL%``MLp%_MkR$PfgjtFgh?$bA2?dyf~G~D@C7|H^!hXxW*0+Kc?;?^vPA7rB# zofp6U5fzPS-Qb!?s~Tk0K0{RN+r$i*6BTFeiI)$GeU@K2jHqF(Y8x2K3H)kIf^9`e2_?3cGHjS;gY$Aw?Ll_6m zlL(0+p!*ZPH@f%bs)u`y+V%T3vG2l@yoj_R_B)XvJ;)iDl(d(~;{Zf(1Es@gVIJX` zGeew)$j{&!5$2*HW*xx8i8LIH-A1(dv(KbhVX)igbp;_Mx*gs7Af~p6=}Ul^yI`;Q z<*KL^#8)r}cM=?_iasN-SosY$1o~(~`#3k0P#!f)vYl^kJ8(_1+o7joAkTgCO!++9 z&rBoy`cq)Z1ZF_9b8iZ00S5mG$KMMb8Zpc#X~o8|kDj-V<8ChlAEp?VNMe85#b_(* zAxm-xb0i3~XXBTXGqZ>&_-MVQiC>ju-|~G(_bqZ5{>;L`U|7cJ*a%*n@n8lqN7p6# zEaqC@!Tb_&ndx5@VhE|1X}1?2*zNwwpT%_b4rZU{TxJnng}@|h`AQf&3IY}pf=6WX z3wo~9rF~{h5cH6TCFX~*pr;`x$X2_Sl$2y&{zyfPpK50rnu*-oxa2IQwg$)DJ0O4t zhZTup?*<|5{qAd+f@UTf#&rh=1PQqgjA)z~fvGG!NuVZ6c^90gOWm7psX`_o;n zA^Cs{IEmB;t5MxP>~{ukKZML0jIRe4L*ACQ#yB;D-v-oVbFYx$_1Xu0Au|oot!U)L zzig%mOw2%!GD1-x5g7^5cZv!df-yq%3eyVYBqEhOTfmc;3S?mfP=(a_r(_FLI4r?X zi+d4W+~Kl|hWtc&C-~I8?CgW0qM}5s31LN<^X&`xHzHq*B(zUa(XD5h0b=I9jzyfy zEtP!{KkPF)v7hIr8G+o-}6tR}`|2?*O z|KDcChF`z`KOA}|?llg%-2Zu8jLl$~=EJ{@^#vy=Z~r?Q-)Qbl#G058f2yjgS{0%S z>HhD=*o5~{H~h^4+>yY*TMLTU|NI;O?+4TnU2y!L=g){st>B>kXI_#R0Q}d;UAe1D zq0z&T8HLF+O9pq&n^(rK3XwG?AG}h>g0S>v(iCVHYGl9tf6g`z+rN(vRG^dt1_Z-g zJOHl>kp+$V?dfI+#SRu**Ic9tOaZPHbMA1a;BStkhGYiqGtE(fa z@*GD65%qa8?e2L)3{0?x-|6@YWcRtDi z`%9IK5hJ~_va(^##5@qt$%r}PTl86I;c=~nj~_jHWj}O|pPqx}C6Ay* zNO(9Ev^7F6JaK>PXHgX>_C)Xzz2jp~4+lXHQFB6YK9K^sd-tvp`ZMnTrN!se8pMo< zI3yO50U~_`q#9!22Y3}~>vQypuVtQPZJp0{e;00BI&nb!-hD}&;rArO2}!kdySTn_as7^M5op_Ft9J_0+&c}TRwu>WaL4} zN!Vpn80bi9#-RI9AuZ1#WGz=0`yP-?dxr3CgD;>R*3CgI2g#9bqU21YLA^PFIWr?$ z+XoP&E`w)&ExC0BnI&SU0it-SFE33|$0M9w1uA5EY0-8cr78g5bP?lJfoM&nn6D zHRE{rSV#&|qn#+S2oSm@DOoZ6A7&HLJ7fo@b_$sI#Mr#fxR$R1LzY~_#% z#1w=1Qz2yc*-l?_pJxKZ`Uz4XlLdPou1_%JS7US`k{2YC16xE(U1m?QDWfNR!atBS z1!Qcy@()HKbcGw>-n*BQpm3R&%C_Q_1SQvw{8JKDJ&c?!Xw{Px}12m;A1f_EMS z1`uez)|Ib15JwBNT7P3V4jAU?Gm^4!V6s<9#(wPPQ+K?p^!)u zJ!Qg$Z$^7@bHr>7NyiBFLort^;K74R2!@V^rwt__!4tz~fbH+TecOrTNDAJ6;zP?C z-{?Wi=3^=Fep`#~HV#H7fuZ|{eNF#)k-px>9+ z4xolEJKrI7bP~KyfmA@akj@iqAjIK)Qc&l6-xO*k`Nx(aN7gxnfD09;m0>7k4a3I%7VxjOHNpO+?3WaGmoSJua1bY{3gja025nfA0m_n&T zop#i{Uy2zYVvJ2kx4ZhJf&wQO7dehdfHVOGhX?8dHJCNI{Umb@KN;Aew43LB2#0YOn>&yTQjZmsZ)XE1KUn1lU zk{1jqVsHqv19xi%G&A*eii7?A)g&@j?P+KNtd}nI_4fY5;fRqz_`de~^+b?9t8{rY zn0CCQi0Ziv3%|{h|Nc^iOBxTS|5HRo6!w+#q#?Y)y|qKY&svg~;Cm4R+CgnZ&jF3- zLs02r@l9f#$f~Gv|Cx9IQ^1I_YHs8sKxZt)hC-)te^^!@$`$gg`pIq+Ieroy{nYx` zqS+~yhRNx^NuE3DzJlQlOnMbU;TMh5-Y`CQl26Oa-Tx*x^lEBJO)_J4z(!T2m&X&1 zmq*2)5eR$u0iN~y)xoM7y_$LCIohx#j;NaDO1rwYWg54Uj<|B)6qdQbe1UWtfHnHLE`#BR=bK_9urey9#bxyyu3b0JrU!Nn5rSdk3vF1 z03oVqnjm2pUtigR1vJ60L_#tLRU*S4xsDT?L{PJ0fNq+Qj#7#c`V6#?kI7bqb}vJ3 zbqzX*Vu>kq=zhe+8}Tsl2jd5!2r=Z@e6N9wiyp8UYB$gR{rhX>@`dpCL|AvM0BSdi zeLbEi8RoNz)LMhsm*h5#;$o`f+|8RuA*K`dW%0^H(a3L5=Ute!rq*~;oVAvTrpy1} zP;K-Eyw>FfR6LkSK7bL#yIF`~N)sj@l|e5N4bivvoTMlHmHHf^M?Ec zYV30eX8785+`j&U^DJ92PJ*z?))ex7kOm1Eyb$PKQ!$sgcsT0xmHbJZ_OMFI0u9~I zZEad3AJ{Orkk&&D8+%|8+P=j#bx+bm%pr{HhEZO|ilf_8AmMZ_`sjP$210)Tzkc7? z7=kFi9R|eq9lXou0k8=kB)S z8~5D3xxM7D{3kqaJgAd?40{**AD^EYmqh4*gi&qb?|HC0rV;Q)QY!up&-s|3HtcAJ zj>{O5BC^(~L&WQv`aAP0o>~G$G71~Ad7)4!rR}K!QgsyKbJuj*`A*7XH4jdOk*B>PUeAYYA)V`z~Md@(w2wh3I71SxNUc|V7=0nET)@PBKwv(y{mb>B-4a>Ai!~#Rn5~Wlr zgLzllj39zwmdlI3)(Kk!vG}3kXpGtbEfHM})xQQi{5&K|u<3FP@xvq8DQ@kXoV*Wo zw%NtwbI%b>jR|C>7MyqT(7yNc*sb5zK56`SZ$7T>+To)#m?xqjnsw5q7)uF{VPhHt!r1GyM6#!+NA{z;utDJlIiOBQ8*SOF?(;n+ zcS)Ms{S7iJv=>_Y^~yZlgBysP6Vxb*l&hoPF}Uzu=9ts33sH_3?H(;TEAbZ7;9-?f zpC#>j;R!0e>#nFcITn3&)S7_#2j>55ZpK*&^Esx|>IV%@?W$F&Zc#RZtzIu}(hHr8 zJe1Cz%a#uKH(%P=J0uFp2e;;7xj zUygOHA+a%V1J&(y@v}j@G4KhtU@dGdVt*M5+p4IXa%@vZ@glNdkTaXU$>42b@ER5H zD4KVV_4Or~?!Uu-s}Au}Vc{%?C-+CA9Dz^UB(~1aj{cdG<~_vPN=`#ZmkeAXDI0bj z_IX!V^xeA~_Hqwvjt=z0l$2ce)pl<5=tTU4@9-Z;JP3iEd3zo*M=0t1_3N*+M2>&% z?lw&IoE~i$22#@Pv096kbe^a~P!;fP6O0dI!eF>~k>F8b_mX9j2OIdXBq=HTyFJ(4 zG4F94EdjS{j;Elzkl3*wsF{}lmP68(LJdK|!EG-OC6|_7Aq@c?;&lZAo%ZKnH!lN{ zB0HuzG18j;O8e3YKrGDgb`-lD!ZbB0*P`*bmF&DU^yIrp&piqaEl12TH)mFKMIzN~ zekJkAo8KsiF++{35|$pXR5SG@V%l5wii$qMWep6?;TiSy^?k&El_kQ$g1Wgx3LRoj z3>No7qGHI|$urGxoSMyMk?#q_f`w!90MT)j>V5eAAE$vmh`N;#_hxx$1M9j>iEBMj zyNRi3IcBB`oG00l4}_C*x;nD1zQGb=wNk_oj;N^H;&r?$g)mI<9y?S4>AG0iSio&! zfCakK2|VRok8?0{HR^X`@8};%xV4ND7y1XW=@(LML(<3Fr3Wf*6)a2lYIZD14E%PV zyjHw#ehJ9UN@OAN%*4oe$-d78*Y+=%`pWJrNRIB=o)X1y4Xtt1@03F z<(r&a7}0!(WCL^qa^%#Itbc&11$9v0)jxkm8WZj_q+bArrmni4`V4KO&10FJ`z{h7 zZ`7V1M877A`yv~ZWc91J*YF^e+SrJoeZK2Ff86F$)8saNk4D-Hx_WwJj$0kCRYM26 z5-AOD)-p+N0gLMw5YRlP>#{eYt}s32_4!tWiyK-})ejyz#4RE51PB6;N(oJSKazKV zkwfSjy0sJbTmk~L=xJEvk3g@7wusz$If1$uZ`j_Xfe<;~u0o9+O`Xy`i6NtypR$8l z_|FIiBVzsv+Q4%#F7$VDXdL|7nRTx&e@BzF@=P`bdxp>LRUI8qU=$`DyN|aS=4B;YqW{5iK3G|4mWXbw zl>Pd3t;0GJV+@Rp3eZX=FvXCUrH%)KxBpy?uz z7K^@ZA&p_Z7h- z(@KS8EvWO_x*Hf^gZX>?pJs1a*C-9%?Tci zqd$(wj(^MhShXay3BbYpp(z+HNs?lF7G4tAk0VE|$ULXMo}FGWr}9{`=;Z8!tMgy& z>;kt%K~S%UpHI^KGFUWOT01QvM$t8DU521s5_fi3SXjLsIpqMhdQBfd##Ks|*UI0g zlH!7E4~+U8fs;nOdkX7dI;O1cMX&KB3J=5#>I@F?efZ*dqr*-tUNJg+H!f#uu zpb)8%2jY#LM)*E>fdP1n12Zh7j96`(sNbe9kV%C|rfxa7efMq^1jt{fo2RW+wtV=& z)lA~{LI`+f5qg+zr&vU&`8=J&)vGTb?SaPZvPop~fAqKRo3<(sRb%)}F*&Yjz1}*G zS7}wXEw!-9WL+VpMm)OO_N^(=!_dAuRi<*|G{55(i3?_9QBR**3HH<}5wGr(B!(mi zOpf9+3$c+zwUsThFSx{I@817K*_(jn+^%ikS7ym9$`F||HzFisq(TWr8Jbk)3ZZlx zLsBUe4Wv>@NQOw6ny6?HnKh{-m84AH?{vHGwbuK++qZ4s+MefG>sdE-UH|`i9>c!x z$9@c&ksjXSv-Bn{K*sd-_ORU`>L#v{yNsD`lh^n*v`xj#Q6YU+XAXy>6wV^1PH$)z zHsk;R}zPGeupi9>!k;YU-_$UO6iGXxz1$Db_5a$nT?fJ(U zHGBLsvEEo#Qp4rU$v1sCoN0zr9Dv}RZliN96G!g4R>>TE2AW-pF8k7q#&Jm zw+iW&U?C>GY^|aa4WD3eL{kz(w_JYG1nqT##csH) z(U&_q>`t5ezrBjS*G2eqVb^+a|BgJL3wEp_wuR+(2$6QF<2^nO$4| z7YFmxt8LXv@kQExQ><67ez?EukQ^(+TiY9b_-1f?dcs*yU8Ckp1v$q@mK-t)O8jVO z5o)46IIx98P1?+GnznK1DI&Dok(fb{S5Q*9Mcokf_~nGoHpevISgc-svMR)Y zhQimtjI*LS;h^kpdYoL;W!mw+&h#7p8r^5lnN!3w%BZ!9r<<_aDpbA%3Z>Uc^m5M> z#7uy1YJilQKB%nzqK=FD@}^8$ndLPL^-EK;IjP6*rxE2`>4uBa^`t;uCh* zOG`_?!_A;sa$1@@&nN7;4M3MjH*S3J^6!0+@EhrNANau z6`^Gi2duw;LI1I@0{RU|Mv@`*l>{E25Z|h0OQk-}T+ird|+y`S1aZ7TGf6;w6Mc z_Vy*DvRdjB|V;<{BSmLxV7g1A5`i&Z8(76887*U9DzMFkQiDXEb!EM+^ zD!7J>3#li%6cy&J;h04KPp4*DCdRw?G0WjuA)34I*s%jCZW>|Sgt>j*lA-jZ22zyH zl$kV(Ryzp(bozJrAXpXO$<97Z^Ir7+JwuRs=MT<8G|)*wA*jSvT!m+sW~4ttUl2yK zS$@^$v<= zFfm39cXNXr-rZ{}1W}kC3*>|ciQAg%Z-EMMf#%2C8JpkSa$CTW4rLwqHyc_r-S!jI zDP|bzH6YY~eRps)GykXQv@q)0$&b$Act9&43=!#d5mL*+fXoHt-Q~wf~8lY&gUO9 z;|5#O{bV@j`EO{MnUb;>%R(_(a`hX^KSZQ(I5sxc zCy?p4EY$ndlI;jYL+A@eCw*7B>wxqoRrlB$GroB`Ivsyz0O*mZAM=sl(tO0_95VgW zpS^NiXYBR(>C@wsT{+kWQiq`i9*QR~CN93zN#X6z2(2i7RH8i;9XVDU0zO8exdOSn z>4WC#c%X>GBdSvVhB(lqU>ih>w7#=#0&l_s4NYav{V=EtkQ1W*l|CUJ%1`cz4Pt#oJZZ7(62{(cW0puEGoj;JoTMjnRkP-tW zugVBbmK+ARsL~K2$M-~FEwEs4sCU)XbHRi5>g&`lVOUuJ;oP;=&#xS!#HMPWj7si)A7Jta?l?w`>Cm2_R{J9&zEkaD80ly<$&e&%m1(6^w)s{2l@{i7Ik5t;`E>+0GodQ z{bYY9Ht~V}^4ZaQ_iy0y|NhVa{<-rmTmGvB`2Fx@d6NHszWaf0UnILbHQr503BRzf z-}GBve4zYFm8)yktPwaO1MP2VgZE78y+UGs?E1**=He6ohGKckjTV~{?U-8gF8 z>(Mk-Q<#78tp;CBM;b;;x?pcA3}!9^HTW>J6(;SMVz{YL&n0H*G3~uy~emj0nqh2-}{7ikmoc$?4p!tl-JnFynA4L;CmMNt1=w>MWql zvx_hG=XakW9gEVRC{$dzSVHvw-NQ8mtJ-wn0%j&jS>1m1>ei$4fybDeOXJ=N*Aas9 zJMeM9Kqj_?kMag!C!k&m8(J!t7z<bU&E_yhm(H&JOP4LvPFha0`j;4(_23JT!hUei&i0cuihkdrj~uDKtL8(M$;hiVW)M>4F&sbgYE2+}g)Feak0x(5In*mc~*#9Y{;a$S~+T1M3D< zxsfJp;`OX(#2aVpe*h%amS{?N(5I>4$7yP+AnXKt+3(>oP)jR_`DpPvPz61`WYrE% zMj1&XR%FKo_VE1p^xLQhv&jBjZVzRb;2rI|}6VC@PUj{FANlec+xU~Cy z_iHr0^kyo)n)mD5>tA0##AWkB4`fwwK;^9^E}w36uZrny`be};wqCbYrN2uKy z<~=a6&)k_5(UBbZ@Nc+Po!3tB@dh7yllk4Zo_1wB9>IXfv`~pu^^b13Yy&y+L>~jT z^a9BTMJp`)92}I;!*=A;2=7C;VMC9bgsi5;5ul&ju)EN@IhqY|z}*VCEC!>*-&kK^ zEMPV22DrFASw$cDj-c(n|em`G)51`j~L?u^B z2!6yXhJ~e+6Ga5g-J`HMJphz-fSMhHY$%AX-MGX8MM1$c=aQuGT2=uxdX|16BFJkx zp3PcAku0pU-Kca~h4E7+nw$>WFH7mPmgWD&6+$bDABcHj!^ z4Wzlm7Swj&4Z_=pqnk>cwB@ItKObFMQZj>M<>oWq-^b?;@3KxU?R{nC1CU1FbFmcd zMT{e$-Ol1}PciW&(@^*a@>+pwoe zlxH%#63}r9n|@kW;eyYdIlVgW^5wk78==(b;S667)HOFO*t^$rYS=R_zOaf8IamAOeEoW?j|@<=j@?lQ085Ie3keBO*G=0B?)y5DKEM{naUjqdk!zluL`5b&x}SxyyW6S zEg{nMqHd+5_kMDn%jOTm&wEF3vElpI4Fsr=)$3>*$;-mG7p0is%W>4(_<3?YQ6_?! z1bze)2?PObMwO2qqVrdCZoPRaMzj> zj<0lNo+cfn1`XR*vk5m~^lLtS5<^996&*{Fn0RwDgC7jIPkubBAvc2_tqu-IBNA| zs5Tw@c#N;n=wwza=Fne>ASn@18ss-J{s%$PqxX0p=1l|xM-_bO2ex@uNTC+wXM&i65X)9fJg6-7Z0?KaKO7 z;6jBh>KqB(X@T^ZC|VTd6?a-lkXZvV&sunO*zbz&p8afU$eVw`Im?`_I9$HuY!c0= z?%gA(x%Y*Hgp4@+3@^`Go$WK{G_Si$syw@BZob}7)P5a19$p$;$3a4H(JX4PI<-CD zrOUkho5E+u!KJ+$Da)G+qV0F;DV2TiKFc_&BYM>dtGueJOgE|K!rB-!HWWg@!(1AD;^qWVrPf zh0HZPa+~mi5p78Gd_kqYH~(%my!%j)zH6VyH4D>t3tr=pC%^be>Bh1}y+UpdgIgk-ijGjzY|y3T|Oq%XxGdy`JRJ z#euis&+JSg1CLci0H$U&Fv*EB`8H}Yv{ql}7LLSy?w}wF;k1hR%NQnbu==9tIorZa z^~lkqDF9!(l!KqXd@1EoFw0r-qTue`=4b=i+TjV%0arZ;mIYVhFz+mErp~H{w20d3 zFQ8j+0w!^N&_;Se0rIFAm0OMg9+lHUeof_%LLrPv_v{5}Oqskjcz9BzYPW;kl!V?8 zpC-NC-Mc6_kc zSj*v9@N-td{p{?y>B|krdMeElWSBzh7A*vY+Hf5r!q0Ry_3!+OVA+wTzQUm}D!~C6 z`NR9}#?S1Tsg+uwKa>pS7hRWFL7ZgT$%le`1t6)2BH)@lhc_rF&Miv{;{E#Yn1v8U zOvHX}3iw^IW(Le4UsBhIxfKvH!tVqAsPDsTJjNVqEt$$aQ6rb#I>{l2yJ7OmBpYLuh#)UL)g3_0iZg~ykL?^wIE_6)maz-8Xs#P zWuYkI0r5lyfngC@fO0nB{mb%iD10)C&Z!tJYfY6AE{nhgPwC|= zR~jClme-|c&!~x6tDNHk@Dl-EYWW7nq5R5(@#B^1oapj}^smhM%g2`w5LikmK364_ zJOiLKeid=4XVN3}Z`Q zP21Q}Q~KZnPSrLLj*4)hOx2#4dai@E#MJC^T?T#z4C39vz-igC*N%N$PpI3cVDBar z%;0gt2MmKCwcJ4=C=6nAWORqHiWF8bLQ={iw=xIAugL0puuf!gB zH&95NWqOxE?qLte?3DK_cs8a}?sM6?%F4D(MlkSOAWGF-EVLYphFs<{$n+lP^;(%&)a$0+Q4{9O1|deJaSaf*0Vkj|f|f@M-;=5VcekIfdCBv)v<#@>Ky z+dxUpW;s#!`vDm9js_w-B503>3ix83Kx)5p zs3b01E0llN-CR!G)HlgttC$Vm=>E~li3xKV-nar!qVGL_$Y#Y?j{hcf75P0|c9F~v zgTyxfl)q@1t@?C+hmTLp5&sWrZq9hp8qSTSvobZ=(=w7HnNdX5UGAb#-^Ch=ORMSq zfEY26w_v9>a|8>IUaJ_uw6XKa`GW&XZy|<}cTEgv+|2nM^fVreT}P>z@yu@s7L9DI zi-PT_zH45eEvikX*nA~e5Cp>>Ch~Y!wUo;ztE6y0eIGvKxmy<|ry?sAiX2I(DTVM^ zp2TDZx@!~8F>sSRb2?<{oCa0V_6Qb_rXDh8l9}857=EZ2qjQUzc}6pI>^ zi&TFk>KPbhIVynBkI^Z}YHwte>sS{?C$GD_!RfR~$H(k4d+;Ow8!cJIxf))OK1Fyc zPYS$DSUrm7rF=x9)r0QnHSSVc2xG9UlIkYU@_dUuV_H-+tWlIXq?lR7gr<$j;ORH} z$k>`6+&N?l?bY(?n{^$6UB1XmL70xUzTePCFT>J2gKJ5?B_M8(k{rWTtb3xt8$TlbpT;6>>5p#!vFO zeJYbECd2$v#xtAP^g=gWXd#W4Gmd*({^KH0Qov}5*qkG%y7jLyAoYUwvc5J6@e{#b z+fV9fzWt{tiYH=2J8i0Rr%nBzFgY}#q=wSS!7=9K!(FHVtTa1fq;n$FzU)bKy*bvk zUZH!{Tb9tZp#|H1?X-VM%Gs z%lr^@Zs$~a0X`cJ(eIN@lns11kbVS}@DFz?@aSn_gVG=gCi+xiXp#wCEi7pXbiYJVC*B00si12YJNBSroK09Uax^jhI>#<}I(B%lZh}g23{Lv2`wbQ*Wj- zNZ+A1Q5e$rgMA%To`JdP7yf^hxY5dT|zss6MJh?%g&?~xd zMq8cTIr-TdPnFeA$3Q+v8Fw;>i?c<&)Fs3Y=@g@sX%F6(xtAKwM@E#Gb*jVhh0zP! zgF6L&^BrXtz{zSRbo}LsYBwOtGc266hYwJ-emJYgqX(Q4sbp017`UQMK1;e50NJDV@ z$&>D5$6l3*YuK|w`Lc7&Vd~hjYtwz^3DmdM8$xUmh>g^80rPhV0ah?5-_lD#Aq&3D zZ_S>UpJr4EXEFn@Yiw*TwTA77q8^lvek+Q{mSltVF{UAT`}- zxiZr{=ykOHOmdTU{F*2i<0_0LC$4>dCC1$8?Ps&5bJZK5rWdL-Fw2p}fBLL>cvQvU zaqvn4`w=ThT=LJEsAi`~qWVRcZaUi8{$r@~YJ4lY;9Zmqt`|N)KLA95$McJh5s0`gsZ%@>(aXTfF$V zk3P-HOULK=shs~@U>UvauxIK&e+x8-@}W29TB#4tEMok2kO2NqKYI4;nKI}feb*g= z)Oy6VWJ%P-!*8cjHpFeJG7Z~(sMFr*s*zJHgImb&8PkcEyy)j6^BbFDd?JsS(FPkQ zxI1s#R!2kgrTTU3i22wVEkBjtcFyeCkE2?ioqM5BMYXL&aF{h;LnwPn&) zt?AphvTNOBYOiaT}CDID-S77 z%^z6hq5+&&@fR4VTCNL@gTAQ=x?RrB(V^$GGTEgYS9zmpTs%oqaGeq!i;rz5bBAsG zkUF*Di#cCuBbk<=FqzHBUed3h6QHk?A3pQ|b5A+kH+E5ZPsQCUejg&-P>xfMHjA3P zy#NJPXb}_~rBurW>Scg5Ve#K%#~jn0dqU$77^{Q>n$C#H#_b)D)rQ@AL5V2GV?4SH zg}sqy!PpZUa?Z@wJ!VM(L2DIJ;A|fDF-In9P+-7q&z(=e*R*BR@P)S7`)v|?i-0q= zBI3kp46^VPk3yGfLt=H>6DY>t0rk?u)DH@weer2r!?F zTk?TA`l=z3S_Vf-TlYs^_~6sTfammp$II1Wz1;7BT8TZ85EZS3E|Qu7!;tws@46Q( zB$L%QB@onBbo_B>5LJfEECPq`!`^Ig>pglvAKtIel(_AU8wX804|S`YR5U6b$4unUBdHXPG~wsWm&xiRRpCUmN{~; z!O7z*Vs4y+6)G)t1Dg`u3adQ29-y zs4xE_lk&H+Vmkr`3`Qh1LB^X zc|HW^DgQ;VQ!9Y}HDia|JE8aE*2vwboKKWpL1E4@FQSeCjlFSU-+)>##mq{?EFj4b zxRo0}hgJR>FyqVnh8{tk-o?kWV~_MR1q%qzV=9bU^dZes^@Ypg6>qn|ykpmS>dPK~ zNdAt>gpaNV7EN?xwoAt(#SS$H=hzlwc+c3b2tw4%Z3&|b_Z6L!ksISi;nlTAk5sa? z=;b_PUqecu*S$vq5sNMe?4=MaXBb(6^Id^6F}ydR&h(ixH&TrVqnbh0=$_{9ToE8- z4?vs{Cim{%-32VJ4Cz3CXyZDPm zw52SB3&0tKAvQ}fpTuk|t-%NyW?|U^-JHQIufG+PPQ~y+M2_EqNCPVH?Goryjw(jLBitqV1((* zJD3ltj#ek6;2I{KV*KVdHAEVSi{R_g?uO&&!sOXsKx0PKOMvKG0J0ImK{$5m)G6fT zfF#}SKrTX;%s<52WhI|de$zM&{u4n4+m&EAGT>+(Zc+XDi}Fa@9=2C^(w;nM&>mVW z`!&(DETmyqzUQjPJNbTb+*Ppw0wNL!CW4O+5c=-z+uLLgDdQoInUYiCml=@wU9x_&M3sgFB^mt%j%hv zW_!(V)BKN!#kXnK_<9UI7!y)1*+z*0ByvO)cc77^}t+R)v29kP6}GJ~!TPgua>J3B;=bfpL10pu{?H$_Q&<1hL?a zOE+!!iArMxM(F6@tN%Rr@Z@+bPrH?71wPwGm&Ij;d`&^;OmKuvp>?f8p>69=B9_3OKX)icM14PM@Y29^6X$H2gvm}r{q zRGu@##;fyk%p|Zr@}X-M*7Y#~XYCmB6v~y&ubg$t#&dEH#Kw;1`3Z8CUcjnpn>u60 zVJ1gMF~HIpFhxvz5DGp40!KVgg$V;)cuc({lRW^$xi|tCKwj@lKqou+0git+-lo+c zgH6KLw&<+P2~mY;vteU7bT6|t#a|cq=+XXj-+ll10`#DI^zBwd^r*b34KmymE3O~^HfEZ_8yVii` z2J;=lT}ETIkJCc=BbH@#7i5j#pc@-Ez(HfLro`YYH%`nx@kfUg6bO9E%_qO2qC%I9 zDAsfe*D1KB0i#BFGNUpdBq~77b|;I_FWvlZEQZx!`N7YGaTS#0EE+R7XJJ2r0}2sK z$ZB)*hvw}gZ~{|V5{D6*9t6b`n?5^{rZ|ijE?h`PuZ4{95kxlGT{vSnxV-dW!;nE_ znH}@#6SEF*fMA&!(g_ywsH7b`n4&$guIOQhza>2KfLd4wk$1dkMl5V?_XFXf3uK~q z)PuQ~=(UrHB#l2BUO&6;Fhopb(Si&dIB>bG?QD`8oY^4CIABke2OAE_tL`Oh)RD@H zNJ(N(0p zv;1%$$mV~9FP4Jz;N;LxyYXP@{!-G@BQNY5G(8;EpZAKcNe>Bl!~4#x+vN2h8BR_2 zb}}->6hve`?P#@maD#&IWW4uX{tPb;25+U0^Q#5(+SHV)jQSw;H{{PRJ^g9Kk}Do; z{PX;6A@CaR12Rlv-1QKceJ)FhutP{^7Eo-x6#bL5McP#N0xz!5A6<_7)u&`yF&86v zyP&$dx*|~|pdDFybBi}2Jr36eMtpJX9*Et~o40rOf%YeL(iydTOP~-n$@pTAyrSb2 z_w9;*gi*icN*P|IU*M93;ph_wcv`56i$qAr20L5ZbZ`lw9RY(Fk#_39cI#PnnyTQ% zB{-m@6cii-0A0ze=cI}8FCdFyAKoTj{4EMnL2CT})+EX2ykJFhF^9-B`#$SXA5pgl zrsDnn2q+so77qXP8@ZgDn>KC~GsFT)GtFkm@iEmhq(;0QPpjcIkWCy!4JG`tM|aiR zTv}?{rn#S&mo~z-6&qOH*VaRU?DV-LVkeIQ+n&Q{(a?hZayi2+yHROWjc=P zY$k<9^a+Y<)9G7h()^l>}a%mt(YTyyxPk+>^F9~2h#q!*OGhQcXA?tG`M`#n8d32P?#k48v8 zKm^;_&1y9RYWJUexNbZi1WbkttG(lzPQ$o|;pix6@Mtdu|Hls$A(#;B!1aj9 z!Z29nD_>OA)icYyq=iR9oa5xdjC)YQ6~i2^=A#0sM2(&&v1j z&(p;H|jd)2N22iY=tMPq}!=^f5%)X)e3pqJ_}ipIi0o1#Tje#CeytS9*V zZ$5qmxaombAB=Fze?96~E9s;LkrM^4j5gQ~*@2^ysAJ%1bfK2N+n3=1w)VxfDRfsV6H^{OlmXC$6Ox3~PrglALMhbR4MjLQtiHvo zCJKEtZ&xB@|1=6x>#4IijUC-srUf5ku=xYD7}B;m2|~Yo;mVa1syHrF&c9XMSjd)# z8}$NWy>T-mPd<2(h}a+p>x+_aAbmJ{9*wb3J>95TytmW^?)})hB;z0EFs}OMhO)*(` zALNDQr>pw(kd>VwObY%){44``H~P4u^73@voUe+67+u7yfwyVs*5BGVZE$OAZ1?;{ z1WlAVR=XWBd`1zkxa55y+(GJt2kj(03FxuV-hG0-Nf0b>q=hb~(S@!Gpt=#O}@>Avz+KxHU?AXieBk!F^c~ts^qnFJ$5L6k;04pRIO#L6HfQSPy zM5Q9V&Hc2ST+RzBeGM>lYks{LH(@kLL?r|}!Z`;X_p*I~C#d@HR53#a?kI54slBhK z+3!`0#hQF~Vxr65=V3D1ueJ@}<-z;1K%&ObWLNB=u)SGDeMC8udp(Jf1=t-itwTq0 zGBD6@#03wuYkP#cgkgPpH1P|OxLfQkFAI_G%^v#w+zO#B5z2E$fFL9{od38;F8tSz z>K({Z=fqk}{`#i5*f@JuMZT}r_TyC+pqgm9nlEP)43g0b^;Yv*euXyi!(7OKR&R%J zXhit1i^+MILNUTCbTDLnvugYDTELbVH>G3%pGF>^1J*V=Ix*k2)<<((GuZrbOa9}r zKndY~pXx;OxK%Zn#;No%f{;|XxmWX(9g-yyq?gvX6J7Zp19%v@-@bl`VwQp75D81D zkAm0^yz9aOPmx+B=wZZOvqmi~a?QGM*mL2~BidmEZ$e3f76YB)7?&nT?$;J-=Vu8{ z(IW=PuJho}idksJfsj7F_|FaJi4{r-yPO;e9Mc7=)Au0c|3^NGP1hMsf$dDmIi;BuYSTED-}>Nku>aWxVf>i9l+H5Pf^ykn}ujSgl@NnLj$SWC&6E z;rhv$gKFi|KWxcNUctpz>2pNr1?y5%QZ6BHlu)#t8PWVTGF4Vajo)gP=go37xgdzll zOw0}O^(k75%F0st8yDl_g~KKD8AEd|o7Y&YT)tlQ=1nqpQHV!4G0Um`&VA@3!NthLD$038yAZ&%-+e7DR-{%MxGt|HgrwKQ0P?1)w z5`dyH07>B&9?sHq5{M#kMTikWw%?-A1V$C~HqnEF@ynw6*4==KH(Gn{knfPZr`LVW z%CoDCyTxZEpx+whJM3D_jlx2^*LHzU#>+OpTrfTQopy}rlGgEt2Sc0Bi+-csxp&Ln zZYn!=6gNy<*KEbW5pByH%&wmwn4R`xpw8|i4zF!Y4Q{FT?+Y#0j-s@+ntci@Y%5=m zMs`fF40Ben2-gGbSYkFn>}W3E6!M@0C;uLDVZgEG0rx8SdhHF?hRv8g&iHSYF_P+5 ztDaQPx!z& zDW7N_Zzl`-2S(rtVx-BX>1I9nMNdOA9$a3UKB&rWmJl&}R(LLN^7 z6T^7IEI0X6{cuVFVcZnbIMo_p<=KR%YK#&H|9AW#lCo1S zniI>|rNXjh%Lw+3716O`gEr4Hqw-YS72(mlwtlXBxDH z7(iw{w_-1ylUG2Uouy*!{pQt3Zo0S->wQ$b)97yfddDpv%s zNC2pKd4*>xra{?RO@}RLT(&TYANGkqu~Z?l(_U{Y$;L&0%~k;b4dNM!{WfBw5(XcH zS}T?*;-ECx*l+oQ1-_bL=c&OXvuxI_n@izKWplo;Me{er=w=}_yjxRGO^p3u^Fetk z;!imThs?=uF9&qDnto%$0}!j+Kyw#FzV)wnZz?+eA_u;r{wIHvop`4om+4}Ji_X!F zzT<44R17pdm`0QU0X!*JS=dQw|6=zg) zo;rD0jL`{x=G$1N&f0MSH!rrndC+#=Ex*WlrHSH`ESLKbOD=g^d?c)W{69 z<3XN7JdMkvM~@a1uxL%)DHzO|2FJT1;Br#cO+Xm5-u?#?$sR(<2iz+XAj?4K_1eGK z#6%d2IsKx4i`d#RKGqg0sG>(ZN_FFg7^)#ia4|Q;yhKjZErYL9?i0twz8VO^8?P4Zp7Ir*&v=3T!0wNrb)d^ z7Rt9C)8smH)uJ`Se@{+=PNhD7eu6fV!4PTa{r2x&4MJ=)d}@CH1ug28FV|FUOFk7t zI4Ec1cU=Zy6@!#V0 z!Zaqr*Ot+84fs;U;WAa*liJ2|J{xihtDgVzEgs4_3eC2sf7$1lHH{{`Y|;Y%werbXzhA3xLL zwNNloOA8q&hKxbba)PR+lKUJKM|aHB+q=rj=)q=$B-Y4IWWxY$k7~a1vh6i3fdN)R zfWc37b)$I_pnDur!Ng28*QW9z;-Vq{6pr|ZTs!(or(S+im}W3(TXtqm!4|XL^+899 zVmAPMFqPCHB<1W%6kc|IZ#mqJ??Vsgt>N94LXb($G|c@GbM@6b6bOJH0x3bre>%EE`x{-|FRzoGs6TRIdX zMmJhUbnD)ICI<0L^;^QbRV=<7L(j?%7|D9HW;iAWlq*|{Da(8(H8Pk!!#gSyh5UHs z$EBG`(a>Q`;2eFc%*w%vyi)PR5tdqQ^$?*3bP^WDhvN*-6%}Xp&Bf8dVNTq%MkmGBqNP;ONsK_S-jExi6gbJ zdSafCK8KqUPR1o1N4A_4K5Bx)jF#a(^Zj*g(erAIc@(aeJg-aFjGweTwn3`w1=fye zHuHM$lMPLt>F?t|_ZhHT6r~>T zGeiP{bBO{!-tc@Znp{W%+#%QqH@&?*0*+PEIC$@ zokS+Lu~$(ZNlR_i)g#2edoi9qMlDDD#@^=H1e_V6{m2>tOWy0gQ;U!K-q#QfIc)?X zxrPG&U0K;a0BKTzSSuq&kw`S3s;<5+ee7O$wb>C%memMT&#}E?R_|bijAY%-npPqH z)`3qtW`+9rxRZlF^R_9n#N>udR%$wJo?Ed4& zkLwgNA&uceb^S2wZ7;zxRJd3~JQ&tC7rs=`(uv>1s>3zS-Z8I2)UwaBFIgnsx<$Xl z1G5Ls7K#swJ{i|Q2K#Ebxy=HC9q5L#@-}eWwib*?PXnjS)77O6(+nWN{fE`*80=g*~?&j{7K5p~(gVLO?GjnD|phncd&c1fH z$>5Q*6GhXX{}W|S87=qCnv`Cevc@PoH9{Igjr*1~0&ZHD%PC$4*_i!f?*`f_(JKS~ zIn|VU05_VOZ61xUj@gdRj?r@U`eoT8X`m`bj{{#g%~WHn;Je5_esrvZ#pAwPSX+lT zT-ou2<&5iZHEs82PtliNbE@pV zF0uY-!lvHZRB5>8lmXn^4GMclF@Scz1veitQ;`20*_QJNyCTnq_#0vezI|8rsX*-o zT@EtYNgLBF!1hPs?64OMt0>pIa?+H?j{Tl`?Bf0lJJqb3fQR(rqBJL=4tm1@ZPnKX zq0Pzh0Z#g%r%x}wyvqA_S(;#PB40l3K5D6$MiK51rqASh^ca#G4lihV01jO6rL;rB z2Ly4Fg^f)rXB^9lmF6Aiwh5(i(8zpFOYvF3;mZdT2n|E^J)Pe<4Spag9`WF&g7(@b z#%_f%i|DH1HSHn_34hT>dZ~wcMSPr0!!EQu!Yvof7B${)gj?7jp~xRRH|ShlPliUq z;G4yi*f|tfY|_8=frp z_#Z7mPvh%@q&;DaYPiDaV3K*g`K?Cy=f^A=D-0+QC83IA@K2~kql|n50|Rrbt^^%{ zg>S6h@he(OWAL*^FtvEi8WCeig4v&r!)*$jg*oi&_#zXU)xSE`^%``0wY9ZyV9)>f z#a2v_QiB^GHtxAvekDYa_#T`lF*?B9tmW6_TqfLN7KXyunf4j2O)eE@lu7^j5&FN% zCjUx*QqW^+n-!*r6`p|{6D%0nyTBk8-61qadtizZzLF&Y>)N$zmQmMFbaKAGdgifT zlhzMAS?X$IvE4s9G4|bUqxWCBSFZfEJTRy#ea>9#)G>R~x>(6e_Iy#1*#7W1Y9;Yl z6yoE-AW$h)nNV>6bbrd4Q2puM{dQakkVp&W1T+W5u?KSnrISG8czq(U5c3}rCH6B& z2NA_z*C|t{xw=QSP>!080B?a_MIf>y_Ri#FwibNWIPsO|D&}-B$)60#5GHW+R;{{p z>ZHxNGl2#4Oq$$(hw9j|HbBNKhCf0q1AtoosD`p}>{rW576@Bh zUamx&0ssvC!tJuBiQBFgP8Y6q<0ee7+47KS-pKR!FFI8&JTg~Bi!ps_+2)Us9O>;S z1wk$1wTWR}S~gR&*Q#-N%b8qW)meyGxSz~TJ%4jCqJ%GtuDH7d^q0{|Bjeky!u5rz zG(s_(B!vtw>^Y_v?lM3p2T8>$4B!5lh!MaPE83Pb$HtF4LGDs@d_RvCeYs<0 zKV7@EQ*WjS1#R~et8jPLS4|)KKq42Ltaq%HewR{CxeeDXrb!w4_^-sEw?u zTiJ6u;0rxCqf^Z!xG_weI1!9s%-5wEzBUdHb$W}YYHDg4B5cz>at4M^T$rwCsh#>{ zKODG1mQdPEZFUAO2y*p>)P6=558+SPLm}rB*rM%Rk0}#IIf~+RtI46AYz};n_wQ9n0jnH=KU&3ZZEj6spw0e20!c}u@ zS@^^)pWNo`?^wUCU{U_?1udg|I;*waOO{u4{r*+2Z!XHc_}taj`RpXCPVgufcqd(- z|Hli%c54YMWh86DvOreW>d{3$o3J@NiQlP>OCt1=Wy2UL{W{sI7F&_uu&|9&zL8NP zhO2cM84D>NoCq)nOCjUh2hoVrp)-IlE0M62TeNQ9^B%Ro=tqTupT0-!YkgfitEkJ0 z`xieNIFRA0kf5Sn9ks?()Dt;$(TdDsqvF-j&7^u&r(0m(XDiECV1J{+N4AM&eg4W8 zDHpIt^4Azyt7mPo#Ql4Czx!8UjGM0BC2cY`+n1+Z3`z7BWX5^YMDI*#!_^0O-aYfK z@R_^+s-xW>C2BpL?RQ>TdcmO3PA#X<4wthK>~U(u$^J_iheQexkiVi_owFgt{jY>D zlsqR^D>Ltay;lbg1=Yh$cIrOPJbby=RXM{`$2RUTS}SqDz>&R2Qg^#vq=*)fg5>15 z4O7=#Sb3HQ5|tU3V+6)6v!juidMaQ6=*u`!U`0FTUP22Du_8U|s;&1}m9EdH7VETB zzrsn+0%H>^5`;{XKOVbp;3bnOht{kpl-|B{(Xh51{6h4a>~q`wkX||{G_8+LVp(y0 zC+W+)Ok(nyJl||SgEF!VB!s|P&JX;CAA31XPgpi^qy)%^Kdmhr9Eew;Q0XlH%6MPL za^^_=$pnt}2Fd8#=V5@tw<2jPQV>=9KL0*y`2NKu$7w-*sB(BW6M${3^2YtqMC6}e zm(o+!+QYOxHD|5f$eYW+A4m?m6mI#pxs;YS3f| zWK~Xae{pI-Po;d_JC~J=7w05TJ>GNwniWw4uk49b341D5C9)fJ0<$h@m8aYbv|SHZ zoitx!kT9ogZsVl$Q&v8o_soB|Ppyoio^Rw>rOqvn-McczxXbf93n)N?>Fi_o^)nw3 z-tGC+p##s)SeO>@KdwR}ya)b|tI(W*|GFaiKf({4=&FN1f_cXoe1R=hvwY_N5izNV zt%9QSr2!OHIk=w8f{-=uD8A{Ik+X_=DC!aN;%m3InOfZD-|rLubd*uJj9@BJ3^6Wv zh~`chpeYklSr9WDAftAxd;ep{O;@**>Qd0({tUmd>+kma*r>pQyPf(!pS`-B(V&YX z_5335Zz4-E*kOYnRsgxA8(39gyo@5EzmO~n6}NduqvB>p2iGWSzcaNwH1Hn{)g1|# zt0fr{neBSoS5Z~LapHSoDSjNp;~&BUQrx@Xt}JhC;~xI@nEB|UXwgdQ$LvnqB%ZVQ zKvoqO&BAnLfy-xO#!Y7^G(v#H-ds+hzo(?rp)X&IXv4gtv8Aff;WhKe%wBr%oY%k4 z-*Oifjxb6AJ4>Z-Vy$C4tTgylVh6`fg&?$F-l1Xu_IJlQ)p7upCoa#zEQ?GooJFZJ zOY1MtkGc0Asogc#o04CCdj4x{hHk-cYt`S;`DM_LHy3pcp+|{oPUJ? zEvP4MbyVGUay7OET_N!@V^$nkx>EPz$lX(UwR_ZDJKvekLSE_#um3$MO7}Mr(nxzV zqQrP>G8NB$#(2rI2;apb27ph-Wrb7EO)QQ(&K$APN9q2RPSWBF8vf@-_?|p@uI?+9 zwHTczEHXtjOWg7`(DFjYEf#fd|5kMs0&CFKeZpV3xM$?QPkO+AwRi6a%1MEtrc!Y! zu{jE|EHkvT7)QT8ZJ7KF&ueR+Oo-j*WnVFP+wbQpi^-a$&|A<}oFtT$)VPbcd~-8X zQe^b^ualBqRZ+U!h2~67PF||uFAmEME|2^6H~bDJ03*jPS+WG#oa)529Qq37Ldx_o zEgJ3lyHbTlq5dlnX=FAY)(c%;v1F(EB4~|f!RZ$SMkTWZHGaAnL0bXxj^vKS=@+SN zo1`No$e-iEqbfWEo8+&hF|x3F+QPMam+DM$;J;9NJr+Fz{K7Pvx9&ioBHNrTc&(mp-6;f&!9{fqCJ|ktQbZ9`%cbNeLSWXPa~b92}^rl zgt=VgD-ezwQ(#|Hm>E%!2s)B1dPrg46(T(k3o2n$(vL5_s8ob<4>IU2N?t(UD>n^v z3uhaOr97o+mF_Q&V9JF&OI&=)4B-(?U^}~`g&kYyy8%<(!C{#b%gCkw0<$UYJNN9V zOE{2Yl!W}jB;`NPcTrIAjEPyZw!H}0Xcvcloi8pWN4SdLK(lO(br7-}PL+(_J9oU^j6w zFrXN5;5!TRAF)to-@ew9wtgPdRBw0y%lO&Hg#|4#)+2x;kIu~Q8k+qakdo#r_k|Yl zDU!Ap$ppGtq{Yu4>31zY%jx;EwXn4G*Ei2|v>uv)TG;5cY2W@nFglM~c*qk;S?pbk zi`bL#$G*J#fh`Wu=MlcsF3Rg(6VHRB(~qBb{UX$3vaRnB zs(zicY@JmCl6l@n?zV@#jGP$9ZjDDG2_5}5jJz~c95_`9J26rs$Z!y}qK_Zfej3j& zz7zfPJA z2^G$XGTCY-_AZKZ;buA>^Wii~uS>p`moHv?yv?lexv<bcON zou#WWRIpO-foW4z{zB%oW*aQ3$b8&Cd zTts8oPQutZ!`|G_e$nAbdq`}VlEF(<@hnCv% z{i`xZQe*3fclCVqDJUb&(JHUDF}zsyLak~^bU@SLiNyASf5po zB#+d}e@}9bk6o7J$-$MN&fplo0#aqDSmuewzC25xbR?K3z1695`;lPL)eC2O|0ZM(X+e z``~bdUTAjW6Q`4!PtHl9sys`nSI8M(q6%1K>s8@PuszH>TcEaAtZdow{bJMN32iM# zRJ9t-V{!|xymD#FwwcvB=4`hSlP-d_CdN20`T?pTq)=4L!Z;07Uj^AzqP~FyR7{W1 z*@zPjdaYI*eT0;V%RQ5lCW|XW0-QN0MvN53-}#6LRU~Uhv1%*whXcnVCfA5Es%lm zA6kjkT!QQsJQM@EJ2`<|IwrB6y;tu~q(>(z$|(NmUT)cbut$MYg4pC2Kj#Pv*>8g1 zm1pIEJ%-hbSQw&XK7g^vM8*k!I5xOc#$3(&Mk39B#vU9Or(xH=xXK3(hh`D!d+W`= z3*0u|FX?fnYn5;pF>aIS%O1fd;dU9TFX#7~D+UpPn$;Te&wqH38JTl{k|4_LIQUlv zNX8+p0yG@?MK57`u8`o5966$zxX@~?fJ`YcPZNca`FbJ*75xm%?le}f2<;9v#0gWs z>yU*Dj5he$mWrH!BBTt5!Bc>ZLL5olP+=c2&vOQ*2m!0rg-fV_^GQ}BT#6-2rgyc1d_ujmJXBknvKDXEwtxp%Wx?@)D!_{+4PVbIqac6pVFvW%yG{Q*6|;< z20)t6;&cURvpXcP6k_h6(#u6J9C030-!A}fr;(Yy=v>80FL1>HEXH7x>HX@C?b$pyt{@dhFv`$fsV2OBnZpiFPR0eZa6L@A9qTR6Gy*aq;f)~1=YQV7Rp)|fe85ZJ zdbyZ$=kiiU**^Z*ET(rv^#<#N84;UDQTB*enx;<+(!Xys_Mh|^&4lP$vyZjvkq?qp zj37~sHCMB*;GT}o*8*)ZJR#N!Sy$W~KgGYWz1S%iDiBVgLX&zAE|N7~R#&|UvPJAi z_1GHt!4bty{M#%HJ#t=No4yLgd%w9`f|{^GP3!~_dp&s zkDQY^O#)+ur?uE5GMP%HB9oj*P!rlWswj!r)4>RHM$?S2DgI4ntT>cu$XD2w;nXcY z!po+9Y5!jshUmuGdUa~_|I^lY`=@Jcd_gM7ueb``;(P7-q&tsRq3e0 z%MrTvV-KdUDfBa?epIXIEm+a5p1LZ^gP{G?Z->6@H#k-hAQeBvNZY`?&o6yb6m?5Z z3((uG)Ma(yWhENol@yKWu&?R@Y*`6hal!>{oi#O$M)YH z>HU9nl>LL_0PHB1B@?l+Uw5l9<&6W*N(-uzD?ffbzc5n@<%t7s-P*YW1(yDB@BCh6 zg5mptS#>X`4ue*hl6JT%5u1Z~)MAWRf@U;MO?|=yXs@)hMTQHn)DymGEXifRDdIkgS&G1!iRM_?Qi^SFDvw~eO8M?UlZ_iMnJS);Wojah z9ED5)BL)_y9WNZH6frdSC>5=$-bsq!{`ni46l|=U9JZDT#~IPOy%;E3-(>X6!naoJ zd@CcgVCroh)kRt@e*-{Zi+*V3mbo_0czLv-{jzTGaduYb$n!<5cDszl=!&c>cN6qtzeDj2U?oWyy}}9CIu>-#wB=$DHhmxYF1WDX(8Y8jm~ZIYc+!QiyJ-prAw~;$J0L+mzS>naDDpEu5>)BR;~J7<_!7M z=g$D(87=^)wnHfo04AHO<<`|hF`V#WWtJfZy@!+p_wL%IR6y7)0jp7bGqrJ?m4rW6+m| zhBA)$GY93F^Lk!)TYE|UhS1odetQeMPU|GWZmE^}zM6)HMb$QWCrc62q_qF69zLo5 zCwLtnUP#>p`DnCeQP4J6cK*C=kj}PkBq~e&KLe4|gM2`x2H#;1885$ifb=~^hUFY@ zQWc3p$a-WF@$nLa4^G?64g7*ACj#^$&2DHwKxlmJ&1YR$Ftj%cax_KqudrP{r4W29 z-=pvLPk(LQ0cG**lIJNcOznhygv;t#@gbXv z4LWc^ZHGjz+)jQstO^aB{+ju~fLQDRt>X*TMn`-6nTl*Cj?!$g+{$!5^=YJDOnLYk zcqG6NsSDt0>;jTn<)cW}%YJp+dg^~@k4KKL>OXxNV;3`N(Ck&*rSjbj#)lT(--3X_ zcChD0Q}W7tT7eM%j1TYL`9wt?yi#0jNyB^EVA;Ym$G$hqY&ueCyh&IXeU_`ltL4>e zd^KOW2s0UqEftrn@AnW>VzJdMK>9AMSyK^xtiImiPqrI#)XKc0b{p@+qa#eF0wJ(undNpFAr{ELXOrK?ZToUA zYwLQ3KGQy~Xcka9oF37*FKR*%n;H1LB8w}dZ?mfl;2eo5Q76qT|(lIX;Q8_B4cM)>#kGL(yf-CrSF-R0v!o?$ezCo+_FTntdT z44&OtsCy6_LDg|-v6c{roa*w~PX+l0fC3Ee)z=V+^S&`>a{uK^Gn-$i^xvCR*9yxd zAW^6r(X(R4dxyF|5&5aY%`WI z#x7)=N;@J;c9UpByQKw{tq{r*DGWohwMf}hX`zO+D_K*PQj$tU(k4sF66*WiWtr{$ zzVG;!=Q!Tu9n|yupa1{9ulu^r^SsWhJ3?mkwhOY$9Bt*+EyfrDM>JTl9R|`t6W4@A z@tT;bF?zIU+pit7&c{X>fQ=3hI-x~l1$QzPLdWk}JtKZ9YAlwDu0KWwEiF5dAtp<~ z9sbnQ3aI=&_ghFr>ADklh+@0qx%JYexA+05H1qwQ9u)4um?~-YJ(|U+n0*VP_M_Jx zLb-Ri6oK=J5ot4NaSMIk@Czx zCoDWF-1OK~C-!&vCGsR|>F@Zj4Dbhd+kh!|_21sE?B8V(OZ8Gg!5rpg+@#;GuNWEu zo*}`yUbkx5AuqBB$z(!G0!SX~%LY!-$Yy?g6H?(FI_-4s+~8@yx@Bds~gVFHvyHci{KFyaRuB%+J- zi=c1P>w`R7U=+L)+O+=cJ+gt<2xo=h`0!zA-taQ`9Vlck^<>drf~G~dfQaLhNGNX} zHyCLxGVrY^f&^8Xl}VM{pY=@sr0V0F~6p z(%ilGOXBzM6Vv-sX}=~m;OnOg(r2G2=0SkIf8y`gJ2kQtJU~vpjQ^|e#=&k$+x!2I z-wiNO>Hp%p8KZQ5^EYDb>yv1tQ~+zg)a~DH;U&!vA3ku#`~IES_-9QpX}g{ugXD=- z9D0Z_cAoFE`%BHYJ$LG+*?MO59L{nn}o@EOra z_OaJUHTHwAH2V|L2Lp$irEpw`elIawgBU+HM^F=@wg^2!WA-uP8=ZZd(dXU~iGjME zkgGJ#@vzR?xQ8l0j1e5_q{6qtFI~q)IN}Nqs8H+dfY0M>w)W38m?1_lus!>@ks}vB ze{P@o8qjqi$Am=m*&`nbFA#J9t(vg*PY8F+$@3%i4lg)5-gO%C?w_2KxLty&N3Ik(oZgsf*4Tdw(yE+_4g65Q9!i7SpW~8LFc{|afi1PRZC&&-G1a&H&*4a6mbkr2l zM4Wur;VLXqW#I)hzs{qTM`>tO6gF_G39BVyM1IUtT@otv9bLF1LUdKpH!dHYkucwY zlez|XfaJ%4S>>o)GHAn~WLzk37`T0tnWCNvB7DNK7^to#JsvzjP9)38L-1gQ=PlKn2 z=rs+~z6J={%iG2S>jRiF2};J6RG){d$S9xIfBu*^{2o_zh-0ck=Dk(&25mv2s9MY? zy{4&i%IODi&0BIHI-GZ=WTE9XT!4@#V)*2 zQ%^#1iAGhUkJuUt|0Kj=dDJGPqRm7*RUj%RA@2eN3kqA=lay8T*V04ELvNdD93c#L zg=7pG$}wDV@BJLOmRo@5&RBc_ShIfcX^D!fQ-i13l{?$o4||3hmb9zi)nU@UlIK(Vn7z{cts^8S2>Mo zTWSWgQ$((W2kV@d>jF-kK$MW!b2|Iw|CD5DO)UChkJ;Cit#i-j<^r^Gk2(CoPv__l zZjLASCZ2!uz%UyzAx6N5D4fjRHN*SIhP@%W!l=`K>D%|{=J^^RVF1Y1l7C;a_5Y)1}REE>7JDy3$f#$wlVk+vK?3mEEQsXwn zX>2124D@f?-an`fu8eIKC7aK9VW&hgCA5^CpAt@QX5F9s&@g$f{8Z-Y9e!3l^pazj zEBCv#+QPZl2p+Vx@mzrjkoLPHq+Vx%4(WBuDr}(E6{IkA@fpMyNv=OBddu~y3!aV0 zqX&ouvk!&6&WUjiWO704Jl?)Z-#AIWYb4Nxm`>pQ4u;XR^N>2Bj9j|58l?7QuUvOQ zr?io-lChmO2SFRoQIcVmzC8`s`Rxbx!`7(XBLBPppOPt28mI5i_`gA=uuQXIEhlvD zz~<52mI~?loBpTveaDR{bnP{Zq9z4HgJ$v=n&C97z3LH?vXFQ0=$Kvdk-N5*;Q$i$ z*=5novrgFEQ35r?1FMwx)!JkARK?D&vUzO80&p-v-UH!0{d04Vf`GXqd7FyzV)7<) zuN4#q8hgat6EOxu{4eR_`n7Az#?&)a8Npd!q0FzmL(KGGytf2qzV^rsQhmyij?`v2 z`?fzOH!6Fy7GMgZ5384NaKJMTGj4;0q;UbcI@qQhjb%)>OG>5Hw3#rxXzWhInSRND zkbZ62wl(b4;%^OVyS9=PB8}0Ho{kbpo*HXHSVkH5LSqlLs7|=)Y2o)l050a^O}y@; zm)1Zzs!u%bGOa2j6e42D*5@pcTR22YZaF(DMB>D?gB{+&e_Cd~&)jtN#REqi8MAH@ z`Er<@bM@052^p{y4l7rt8$TCg7Av~s^3(MDjde<-QHk(x)^|Lgn6v&swf{NSpG6z* z`0?ZM|C&S%{hnpU(7Wh|+oqShOmp|BAG_F9mD<-i*}1j)Zt2F$C|rEzMf|P-gBGBf53#O2qV+ zCDnt1np|xJ%f!8y4**B3mCxB&H-AtN5&-5DUV@%)y~y*0LT3kB!8o%e{^j@5OAq@U zT`y&^Dm|l|jaG4hskkYGG}Mn(XuoX2o1vPIE)2XX#JmsR zy?%Y1mchL0DDxdj-fC|~+18dG8IaiE>U=m-`$MNx>^L4-dA+S3X`4g56DkpBG*>-9&eBt5#(^@GA&8dkHF7Y#Nh=i+AW$Iaw5 zDryWyQmO6e2bj;w7Q$b=56e#NA`w%;>}VRNYv}A~MRKA~EO4P?0air?5`x)6MgFo0 z{(i2ubzyIl(_Mbs-Elsm8KDirS>Ozf*2a~ssU?LYkz`FAJe*c-R2dMst+$$?ZKA`}d!CSffDny{(uE*(`jS7P=sA|Wu&fq%1^EoHd|Psk2+O2&TsOo~%Qb40W?DvNuq%^YK8D#% z>PFiMIc_lxGLQ@&J*~-LNo&uePQ4p$wnrFbAgSca@3uU_3=qPGHMt2S*H%uZo}VEJFY_A&MobI zuz!C|%e}TIG))i4E_@a{zB6aFHgJ*-95_AiH(qr=#<~}cTw*toiRCzzqMkcsDp9X4=X+M zJXA;3_l(^6t@1e`*AZ>OecbVm`MoWF@#1F~<|UD>Drkx&CCgFxwD_}8U%YV>h70g) z1=C~_ACcVWq=%7DhTIx)?l5AkszWa-D#CW_GcojF{;6Vi|GDLl#wF?I3frydu%Te( z17`((?jv*_cx@hqd=$ct2~it1ukO58sBg&M*hM9z0JhE>{Bn|A)>EQL^am&mEquYf zyw1axM{CQ$ZFVxjPM6+0sD4piahM4<%jk6;2p!*Di-H9UwAo=V(%q>(kmI?ZK7IQ3 zn=j%tx8R;bZ5O`geJ~63s~EZTk;^-2>XJs2AdX_&wN(lVkGj3Uf{9&3U%40Qc~)Wr z_kt3n-QJBJmBmc+uD^MA%`F8L^SHeYpGwEO1#jA`)@r;8oD&>C$IJ~|LO(xLXc!@` zt$TOhWrm*-1XW~+;MsTi@|PZirk!8yecv=W=XS=;TeoPjS;&_uk9d?w6O2%DR_s(W zGs`{HC*b0Sy`E0-(Op%F#i3n&YxuJQaQiK4sAads7Lrc9^2ts z6?W-CpvBlwy(G15p2pE<&dj5eUZVhsg(i1_?Xb@yY~rfRFx;=JtD6h=4QJ6~cMZI$ zr;tz5$L~MW2v7ND{&spwH0V8@;Jo9~IXr?@FBfCylk@v!%A)og+b{LoQHY;Iv~%{o zd#3uTrCq8*U*$Ip43sSy=IT;<_Uzg8KbMS1deeGecQMS1b5W$FLgPlXyOxuqo^zV2 zPZD~B9u}(64|`;!8jhYl;!`~(ZpcSp%4~c~n+r$(q*R5B3$&S4tZEE#&4*d+8>sK! za?!n~M)&lF2|O!jNvzm3$Q*+57ZMzngK-wKcWBsL-|P5J#qxYyeki4_YffJ9smm+SoJU_$A1Es$^9u(e zpfKZ{XDrugRe=oWtYbY6Dw)8Aq9x3!=Mn`0V$LKq9>=ABmh&x-MUl%r?`5^fKbPuN zeM6zdeAd`KzpOhB^8JZsZP77HZ)64D*TlqX=b4SSV8D;sp067wYiTw2i|nRn=Nja< zGkN@x;^JaH_!w_Xk~q*Pbm}1zt!@9L z@9DAVUPq&z((=;I*?6&>8ot3maa$J(LCK7U?e|s#Rg+0;lR!E7OUtKH#%h*!nCym& z)=K6J;bEywZr(ml(O?F!kJ_qddJ{SidbHuqu8XCZLx<#-=L)?3vz9BPzpavgn!o|& zm~j7D3;`tkozF7MZHAuH*bidtr}I0irk`M&o2L{MjMg<`wiu019vZ5)ljo4&h_))E z(nxE>SYs-5p`E}3;XIQ`sd^|Km*1@IkM zZ4-9;_UAmf+t&XdO!A@pMFS({O|}8-U48Uue72yGCuW~7;iwX>Z$umV3x8a+F-96+ zY!q8}m{6BgxLYigo9IMxc3&4nGaL;cOfftW1POYXrkginmTK>X@(56!`d5%vWg_yH zL~n_nkKDE5!z!iK(Z11C>S+!QLdxQQWo~+{vd=16S=pfYLt5!?0()<{ZgtMOpvx}G zKDz1dP~VIB?5NN}IwxLo^mC^FMfa;dy_HE7*w0 zs3V2&Sz=lew@O%K0~G*}bSJ~P#_6eG64r%Y!_eR$A109yEEupf4Qfnal2QyFg=~b1 z-wsMxS=BEI2o1UOWqw!i>U*nq z-aW5R?_d8IrfYQ2UZS#R_}cU_c?ze;?4NGC*mPjFj_$#YL0Gc7{}y;)q^;W?xjLE6 z!9BJQ2-*Je-5(u3c5K$_ouz&Jx(g9IE1xIbOUSKP{m?sY(7V}d(i-X#?#($`=yJpH z;pP!gA_gRuU3>R7KSd|)?5@tqkQlq9N1KYhj9~c`Uv3fpj=TLf;wOB^Vojk*zz;%( zBkYT`v*@9XK*6E4=D~_T5RQfsZAw3GjCWqJXkK1Y%{^C6?eK9ovP^(2r6VI_Gzzec zDmf684~lW}b~F;T)XMWYkKHN_fJM4UNrkd`m4*&ALi6-TqHc4E#BHbdK{=r?Q(yLA zWDXTOi{>7uRF}SeBaz3I;Zl$V@@#_bY3ggLY0526G1?9a*M$d&O3RB0g{K!DS*L~G zV{*hR4G^WtQ>KK2v($0!)Y8NiLWJ?>L7`cPjPBn+sX(INFxKNi_NSl}9b3P&w7NG3WJzC9KD;DLG4 z=eGsB-{odKAG5AH(0aAl2(@@cTh=NqFDZ|U8_AlxrQUs2dsP?Z%R#qH&2awRA*@T7 zz?iyRg|kTa+(^GLHJCBDn#n@FUm{otLLaH!z3*r-jq~)ZsB34o z-@$k)a&h!?yF0YPr=I>a{&P)s*X64$W0xI1v2V`((;t18@jiuJ$FG5x-JMI_u555C zZln2;rCxmNWdowm zntZ!Ri#Mf|uo|X+szeYhyCgU?o6#F#p>tJqt|JW-N&^Q@$r$_2JlSVi z*+rZ>rR;+3@9u?rbY3Kx)DiSdHf%UA6G}`G0)FT&U*42 zLYy@Z3|&rFFI#t^X83OLzUXY%+)OTHxRbTj;sv=kZs;<(?GEa9C!jk7ZZ}tqepkZB zmaes!S^O!cV3`-~muf?YiZKh&7%Go0sjU-qIP|JP*40@aTW`5*=FONHqc8fw1{~eh zF3LOB{=}z#1%o@rZyTC^OHb?Am>xKo7WcI$x~be7`dAfdfqb6*aP2G(6zPmuJ0>nr z(NyHm-}xB${4Q{wI>)Pace4TuTE&SWx*Hyc@TGIS$s)1-EmR!8RI^lI)7fZ{^#Y?lv`CF z2&0|JlP7C?VlX~uQHuhc1g4Lz^$y&bQJeH>U2@jdmw6}ljH@^>wl+44C=Z>BHvOpc=|jXT z6hU@W_#z#P#g;|;*0e_XfMY06rh>oBz0mM^Imc%x=uchlh58_#t_Yzb9R1jLLqBbCl|m{%z)l25 z0vZO|$Czm`0YJ2lY1|Q+^qC>P_F{U9JL?fYi_vnbYtdF=D zoMOqB%yImQXK33(Un^xW>01t|aqo=2%ArVJ?0_0~zr)fYlP=h@fQo9RX>YPv5hzwN z*|!_@m2`AJbYG@$duf($0ufR=R?*d|b+GDJEdaRMGCQ>&TDFvD*cav*;t>lKGznst zb>~s-VUX0;KI8iJOd5q=%*;HAgJsPf>Nj0utF3Lj)({6miR?Plr{{8)qxohVQfXfj z(?9FDR~8R#yj2&hf%)70jsQiBAN2M;rA5WjhEEIkeI(aC_|k>o-)^azP8M6q3E#_G zhejD8zs<7VGuE`|010{}IG4i8O?|Yh@sA=Aa7>k6vxr}+!{eZ>i)tyD_&KDc^G6tO z$`UR6ix?NPJEvsn@PqZZi&hfIa$M`*^u35p9?`25m%;Z0KE`A@W|RpQc_Z$fn>C!O-ICdo;-Pyn_+hccZcKQ=Fo4 z$T2Jm%7PCr%Sw9pFr1E%H~tlg<-rGOwp1078G7I@MTjwddg6lNWU@O?A9I|u>ob8N z;(f7v5g?iwHLD|OzIGNTdl+AQcJ-{QuW`{?f@P5Z=rs{=Q%+B>cl_}FeF$2so@zGR z`>cOHBz3?LGecT?uU@;hgzCBupFVF^IoL%AYoLN*NqsiFniw1L>E|vB_=3*JJ#AwP zxQ_AB%O6>SlVpmW$Ld*3QBy~N$bmjvX-u+D8oBc7rzlM%gDu1G~X|UD9B^Nk0 zSFMtDv)i}yKzg7(6F)?Ue>U6g7~@~>o^fHvv$%5U6)>iAgYTsHs8&l;a}nz>w?@+Xu1uJRJINip*jz0OMW zY>JACHni6&e-h<7!v6j-u^fo}Ce%l@#IZ{5&}yR~`SxCrkC7+T!$ZGbz5vp|9H{i z!;`)fW=(0lY7W&^OY_c7rk3*cHM`Rg|A85$HxSj*6$2gnJ1E@@cawl~2mbOlL#3KY zBt?b@8FI+D3C~&KeMZAxa}w*3rPm#8_;A!P9Mrd{GYE_0_Xuxfc15+d{1t_ zgaagOc68WPAKofO@quc4@ncK!&IU2pS9h4)uwgY}87o@yZ?!x9Joq>9I&?`-D`f_H z$rq~4{%o1IE%f?uy~%uwv+Xt<@7+W(#!L&`d-+`qQ1{4hL%-J7j(UT8S?as60tq>^B z5y^@;R@E0}PQV#%-ahMbbn#Bs)byV3!;d<2_4jZ)4y)~R;6T|6HHq)91%rLG^XkdD z9SfGmmV+jW?}_JE07z3AJF(~J)u*;~=o>+YR6?SjcPFp2?akerQaA2a4@DIfeFnF` zP;KEb>TG)>Kkq7l7YosCpsD%0mQyj%z~YTm5BiP4wz0 zzDqRtmDtQe{fS0cM!Wjet4#8hXdxd(07^$pMfS-(NU2^tTOuB8+hI-5ms*jdPr-4Y zFA1YOvt30v;NZ%MS~xu@Ffi`84sRdVNncC+A2BY+k)1Q(-A6(>!CNdIWGW{(h8MBZ zf@b#T$INftC~U?5rzqosbcawEvDSm$4^cZ7I$Ul~KiLsBX$pi(pQonrCX7A%Nj4AuhKK4KbC zyRc1(f8B_j$}^ZA_;nqp8^w^H@n!?4`M+(hK zhB2L@MCH$y)G|4`gOUP0JUliO5YneXFihv42c1?Ek8_gpCu%hI;NZD#bjQz{`%x+K ze89;g&N{-cku%YW2^C=+$knyAIh*sLjM8g=k;2v6+I=?VWXkL6hnW<_kaGJTYb|tqQTbHI$F0v{IL2WHF58vUsM@Z53xLwwRCBa zMvl2v2QEZ;O5=WhVHTTzbr65{*6#CyoUHLRAy2FEANhlu5ixAAF&#`_?+8(ZZSa>6 zlb)NKTPQ2pPrcLiTND)+?2tHYuE?!zZEfQde@ZF&7GK31hF`@Y23Jng|-q^ zafJNy-J32bMWHc>h(C)YXYMB<8!>XqP{2m&n8Y`|@F;Mif^f_WOU{H6F<#5`1!S`+k)D9q~^VGT2A_p>6BddkHM4GiqQtEmzP>au#YZh$xeeEEq4b%$A1} z`e@TP+=Ul|L1WN9cD-*&$<(|+OwuE;r3p7W4g}ncb&lQ3uWP`^M zkc2=T6L}MuI2R5jPEMxFM<@?oz?lHde~{61;994|DS=E2bjlybM&zw%UDDKDCGy?z zK7C-(d~Ta>3+>CT(~7rO69&@My{}F70F@jTLVkcTrnAi=1p3N|{~#$g<={l$bGp~E zxQj#N#*VchwMoBqD+h$i5nMvs6IY=yFje&XvwG6;#$n*~GD_T=yLXL2I4y~W`(+M~ zceNy^ilsJFr?pi7utv^g*XHsaQ1t$f%S)hj`=N8Cigp%;meTFDw8i%on30FaPq&Va zAOGk8eeF}J7ZMQuh<~R}*)Q~*+KPj{gs6rVepB#m>C~y79Fp{6oj_YuMz}YbHf{Hf zNO8LJa_FXiZ2->fT0j*(G9p~2)Sq7pijooQ!Z|#7w-iVQokU$RjCeU}=Q?Zr-^`2l zm(fic3XUzxFjC+{aRa9$_4eatM=-fg5>^H;NVM@R7F{(f(78SSmZ zd&q{On5d@h#@RW6R?Q%Coic8`21ByDriuhe^xQz=ok&|7osnK}WX*#d?D%3btFVbO z;}W{|>NRJs6>$^d%E!ki2$Alj)IWazeQLsc-)ZwMd%PcCCgTHlI+17lMMh#8~lw{NRD=*^h1w|LXJtri_}WlCrv07hta+hl)a+Lf1`bB(L* z($mrmsD(We#0Bd{S(rwq>G)dp z%2OJhE29mmAzyvq>}vgp)nm=QLi3`k{i`c@YRXZ$HqlILk99p-9XDV-*+up1*9zyZ zc`BO4>WZ8Rp=lPBf%s}{iVA_ov8pULyq=u8S;^Cz3FX>k04miRsI_mev47ZLx%fee zwfmb{TX%6ni&sSV;faOI)~xCHB8CJ+WSzox0g>s`;^GsaVCEghymAvN2}sBI%oU{g z*>qMpF%C$8!rZpqv;G)0YE*T#;z$EWNa4CCI|tQV?QT_uqm!46I-bbfOJ*#93eMa# zMA$H6eR~3ye-Sut?uNtbhW4gKIpRZa`O(!IPk6p7=$O)l_^()*7c;gXBkN7UqnS&~ zKg^Rp>tbt@`0s+PWQm-$fzb5gsUZLBufHMH+9?x?+R`(SLcaSbRVpXXrzpIa-wgT~ zF+6zWQIq>Un!b6Fvw`Z-w3&^#Gs{S0<HB-VnslG6Ar2{h@RiUG2FlD5H7A)2u%do6Gh8 z=fR$7ur zkA4w%`HaI(8T|u;CwkVTD@D@q;j+65>xFx42@`;kUCcLs^r6qXryZH{VS*vm>HVq} z756uS?2i5TJnF;kgK%t`%o-GfkRcYI-ropkH1_R%Yxd9`+P6aqiX%UqbgPz8Rh`EE z`_FS$D}J3^F=hx|I(9rxZY`o$m_=d?#il5O4ih~I1vw}_4=leaKn>SV#eMz9u8$FY z&=7}W|IUtDunR-NV`8CGgMPS%dF~=`j0D6u>L{B9Budt8MguqPJjZE=2?k^KpK~|ia()`Mt^ns~SOr8mIt;dO(s(<-8F8X; z@YVwJRq$nJ&~rEpkt$c0m?`?Gaw+e+GI)=J54t^lLDXVYwzI)(k_*C{p0-=1cD!F2 ziUqqQ6koZ+hL0Iz4hAUO6ODKnkz@ZNJ=W1Vx|BM74I2+mKWHok#8#Ty{(A~$xNMp4 z59tU0QnLRmnY&w}bhJhAf90u7`%)q@%Abhbf`?h-+bpj4w|w?1Do_yAOyUqlL&3Ur z>q3#feuz047`TXIRYzYRM(Wluh@lU4bqS%Onw7}+6ySz~7Yvw*>&JpegoA-rR#xp9 zFNtBMw+v~LfI04>n5liRDnpoLF1Zu16$RD|W8d0Y`B4PzNM z!s7K7a5iAkV(@Vq-U5YzI{QYSGVX}Ljl|nEfHHd@IT8VUn^9OI(zyxaL`Lqgg(Vse zWG^x;Sc;OzkB@h^Tsx8bVFa%u7$5fcvtC0X(?k{tVY@6$Kq8X1sa08S$Ds%dMKWe| z)}<`7zql>K52`$RiyYrTh{A|(?L6S{3;<)r;hLq`Iq15#eG7q#{3S>4qLg{bIM^nU z#}S5y$)>7xQQccKZ{AkgEOGTx+l33~%uPSfkL5FA!i=^x#D$HJG2 zCen)Pq91~7dVO6^UrUF$iSSvDH1LAK1l_lWiVeb(BAhI$2@824cSL#4e!G7uUEIoJPiMXd1sQ=6j4?M@ch~|%ZsO@r?kYA}O0@O&ib+&IZj}?r zTg2ddbS$(v>v#ex--YZiTwA+fF=-g@>zS9~YQkD^S5?Ud0bI4+B5>7ZhCmbB2GGiD~)RkncBoysyF zyQjW<5O0L4HBMyG{J_}SyGB9A3OYL#@_zVIQ8vPPTdgF&$;!zo4jFPs)S5grFv>_S zOl)4WrGs@0p#n&1g9O|U+@`v?eF`@<@ zEL%VnFytiZv$m*N759s#gvzdaVtF|5&Vnjh^XHC_nXdrBm{j(Y(;iR5&#aDgrvN7kL#!3 z@ZVbfTeP?u2ivCD1_KqsX4D{fC08NH&cgAB!S4OF4H<@O%+x)AjdGX|BihqMlC#EJ zkYtj{0ie`wy|6_x;0_tVJxCYOu3Q6N&l8y<;wofvEo_$J=+ScoUYdD)3zqT`u@9YZ zxNL2VuKfjYQ}hE#E+|%dY!!NT9~rS)oS&abB|rXE8~Ct-h8-F$6wq6_)aIB4SqdCS zV%}!@-XDMJ`pYjxA_X|$xwONc%@;~_b#y#sV2J}Whj5x3FIp5rVXS<*{fl`zF`K@W zXM*k*m~ln5l%bn~UfODM{Bt02*qB_r<8brio&>B32Q;)81ki<=Dadr7&Ypklvc}_a z%la4bQ$QZ?K&MF;P#-EM7Dfm}D{}}7FMRm&ho=Z-1aon@?pytu5O3Mn2jvf>dfU^n zWl5!fSHOy*5cFGkMDVmV5D9i9@YG5MRN$cBfs`jG7A!GR#pA7X7&ftMd^@z`8#l5U zUkc4HAkQj+1oD+AVc|Dt7p_Q^uH%8g+RYcH514va*VNplrTRG2tp+^m!4WHxEFMYt z!LV&U{|E$vU~oIgLi!CtfYFS5?jkNClrABLXt>s&f4(}gSgBvX34&7>y>(+>U+Mfp zwU_w5ZRa+|NE;L;XaHD9I(~kB`FLb!WoP>wJQz-$DR9FjxUeMN0K=2GDT(!z;&dq^ zW6xv@@fP0N;`39Sl<pfqE(Nw+>Ad5{0AKtpVq4*JIx%7*Hn?+%>+KoqnFKNFTe(?1Ds4f(V#cP*F<(*P&x6J0>i;T5j@Fh5jG#3m`RA;oWq~8dC z)i;eyBN8cx6Ht?3#4ka&{(gKvHuj=L(>)^Wgk~StPb-MvH&l-DNR+^^%$N{+4zXr9 zy!B#KOjw(!I2?+Njg?{8vR07A0CDkM4*oH83$C?R6;|=_@xV7uIkhb$Mcqa`aM&`A zo)3`^?zO;7R-pfXH8w+)*I-k6aNTeg(!tSU|2^GfVv3 zi~-X|NCoYT9aQ@C>C8GOU=%+F$McYg+xaB?H5^Bp%qi^w{9Vs}{g0;$Th?CR|R?!8z1rbxYQBqs%9HTmXxGCU}A(HDZojL_j(1lP4QDP*Skf=Al9Qxl_p!R|eDqxEJ zw-#iNZ}>1BqUub_5TPqmiG2`2HV=1``WCBFfkKF)aam&3@Nk`$9^HEPe*T}8l(L;# zJrQYlu3-I+r;Z`(Ag%GdwZKaTm59EWC zg@d<(8`XR_Zw$JieDId()7(`VW6hp^u%17E7)`(A-`6uTrsFAEhblXArqTaIY)3ks zmOuKJosb9Lr$uh*|0U*-rBMAq?-SVc)ko@7N*$m@FIwOxxMRM1rVQ-IHZ>sbAF?PLBf-w^a;n>hYPy{JL-}=a`vDz&EDy6(O1o6A01*iOPaa zLjT*zc(6Q_FHQ7w1|VplT4ta)6we^zgo&&pXN z@RJE8`Q7>gefJibw9A);fXp@7g-~qB=LzabAdRY#OF6y8tr9vOirJT8spG4!|0)C| z_u{j&v%6CJqx4f@IN_Q?C*Q!GQEDux2)^}V@^7lO>B%ctmWF&FzWI@KXz6<1J~}=U z!;d+18TpTMNx&p@_StrV!Q`d0$u?FOg@>*u=xV#?Q3X}`LZKFHJ$LThP1c-uGTH*O z(5(a!yhqxTgPv0V(8xPMrTYW_Um?GhUoPN~?JTb$k?{xi?K7Bbh4#>TJ>HLPrL7o; zrk%y*Tg=YoK&M-E|Jm|7X&?*VS!(!KjhbTcD++ES`zf~Lq=Z0IAjTWzHop*T+45Dvn^FoTY*8cy|eWYUjR(ypGN zziPuvvA~fL> z;8U^5g%(IaQ4=~GkMEjS-q7b0^In5d{Wt&Uf?}IQTidWnlF_zzXA-!Xn#^D{fWB|F zn~7FOIE@CDKRK1loWx@O~0+K z-M!)Pth+;OtNhKYoa5w-q865@m*k*Gn7JS_Z3&mNtYKWqipg)!Mn#nr7aJ|wC2O0f zca3#j@Y!EgN9iX|f+_S@q{xj*HKF8#4Spki)X%ScZB=FEoU&1G7A&xIwtraZ>Cr4g z_~xp9+}S+th%jEvc`;W8o1glJ+XOiehZO*x&{*_ceU#_0?bfo`g3}rwaG5*Bhv(VH zY$&K&orpWtIo!mYxZspHdbyX-_{Nnx7w;NTb8~3MNRw2)&Rw<~M|s|vuxOdjz>=bR z!Z0b6sMY1;24QyvqF)0IP4w2UD|l2dS3ZB?sO9(OL9m=Z-*#FTY48;!=6(>fADsM>73Qe zigZrhjMj{KJnk#br7C6i)?N8vn!Gl}q!DKhdZ#xoCF&j8*$vjo8hCWWleI24RANV3 zq#|q!MoJ{oqiIKVJ%yGA^AGJT>gcljmRRVfR^l-~DfQV>G_#fGS8$xEzU@)8go0eB zBu4MpxqtCF%IoD$IIei@3re$?=CAy?6(e~TMMoSVWvFMA0*m zH3>OTcP^z>HBj{9Q3?v$9Mr3O&pEWflEyq)i$ggFP6B}oNh9zVj_u}U>T&}I>UvTP zm)*YyZb3zxeI{~bBMctgBG%{9u&;NdQPU&f7Ttp$o=?lmL)pKJ0WPmn# z{jD2KAFe*~?kk$PFFRJ(6%qQ@h<=V^<3FvgIvi6zFVyUJ@1S1u!e*0E+@B+qpX#i#<5260d0U|!d9q77l{g+gzXd21o zA3sS2Ku;D@UkITKy8Y+w2@hUyz|M|yn71j|3WozS%#+}YA%t5X^hL>^_l&9D&YcXy zn9LOMsFVG8j+7%VZ)a&|;RsW`i-l%DZ7BL8X*?MfgBgnDp0RHazz)*oG)bth1{GiIo?>N$HGQZl}C$ADfChW1B=9^E{=M z&T`g$xc!A_V;bd?WLJO#i$1-7Eh3xsHZc`W=xqeR3;-!iBJCoRg0Tom3~PisxWz#? zZS}9|f`%(l4za9agv=CCw*Jv^7C?GY_QMZS4X<3as+P30Y-@MR8N|pgUAhF)w>4XE z7|cTKYTK-Yp*ermBL4l3==yv33XS}c^)E&tKqy0RR!8=&j=wIrm&SroePBRDS%e@x zoMW;Q3NTv~^Qb|+wRX6zc>h@Pr6z&y|H?t@1f{JFC9#qpFklj!A%{m9g#O)U3i$-D!X-U;0Dn-!vlG`i4lqOv+oz}m0L#XD&&x#a+9+q2vL#Kdj8PiM9TYpN^ zhe&d}4_ecGhBxYp3TAdC*4MwgfD^4Q;|uTc$qy{LHT|614f9x@hQIv z!_7_dRmS)&G75pq3X5SgbcZFKtO;sj@VnXeZ&^PY`4!U|C>gI@|q zg{^%=F9CY%s7#lm8>)ARnWHS}g0N1_PJq_xJQ-myxWj*>@x?r3S#9*(LhR7)c?S6p zpty`c#g-H%L@!IKH3hK{Cy^*YGFp&0IaGn)o224GVU! z{fGxM<~D!^`y4t%ITb8mUIM-|-7TVpK8(K z*u)mpva05oGy)g=R`)+or5*6`k=5p_wR#H*JX^R?v(IRH$2DhGqhejxlW=iL@r$U# zt=-I+SGv&ah#`Un>za~`1Wpk_D{+bKJjn6lJn&>Tw92yWm4+N;9wok;ye$D&bGck|3wS-g&eqiwjckrkHJfJ(-`-1bp=KI%)fovkpN|>QQaCoWVlv9G~XHf?!gIux&jjd zk)o9y|Kn+iiGx}RGI=M=owW@~eNHQO96XyMhH;kv9b|7T^Iet`=EH{t(qeLBK@`m9 z#`M?=l+eyt#>0&<(no>O+O-$KQZP( zBh<;C-Olb3h-u^NOu(qk`ewmF^Q^x%J zqWwL19^gf*OjHD*?`{HJv{D0o}O0iIGEG%e=8=*!^Khe z(6zy3iZzd1FEY6<3^L5=>I#9C%ao%!6iqdM-6nQw%$2ZesI_X4ZES2p8zmG8WmXM! zz7WWfBV#ah2s4jAE3=rq%+yD;2=Gd21x5!*XeN3Q!2Mu;95Ed3w*C|#3qp*3Y)lZp zzei$bv&v`#9Op2$PG?Lq+tD)+1CID}U!}1Tws{p%j?XXa`r(_x72 z(X`enE`M(o`Mdr)&X&Mg$!N*{j{m^oNSI6o;48UwA&HlFw;TQ*0&-{IV2E&JV>8nfN?ZX-(5ERhlSVa_P|%RyP{M>tz-h2Ep$|($>aL<>yuKkvkXHaOp@)h?EGsjAt({h``Wc}jXCN8 zmMRl}rU_jWD791R;Wc8t^Kh~S4?q&5;gr;LS#Bmoj|lU4Lr(-Zr)jbCUi2IhP6_H8 zZ2@UpSQfBvYe^a^z`B#3G=h|*zoLf*20~<>;woreBP9z3T%rA{w3ip84*!jWa|vEr z`2f&jf(uVTUS57Gl|>fyVY?0YaEuU0H<~XcL}(2!8$OS(g4iMu<*?d>Uf8$3k@MqP zBj(TYTEUkT0g0-W0HibQUT&_Lkjxe?%LT-+m~FOtb&OC7)8n#;gu`siTkus+8G0y$ zvU!dD%l{K4F}>kyM#bcYndmaUeVfc;bi*I6+0#EuK@)~jrnrZ8b#-+XiebTsC!t@)F<0^?upVp(s-6@E#e*KYJ@4 zH|#b_F7?*WJ%$X|xp|=Xg>ARyCCAKrKYM1>we8X6AD#UDw#mt?>QOS|=l;W_dk1I^ zls3OGeoTUEzRMJ+N4YM!CAAyIIFDIrkz1PZ(AP5Y!TL4)C#@H$h$Fh(N=%0+5Cc^u zZs2%|rw3WR%}9+W+AB)Gxi@F|#ryYrz~pv)7&UX;0<0PatEq(z76{0z+S8Hf8|wsFY_S^SO6{;@jP&{!NdJ2-p3`kN0Oj zj)Af9?`W=-_8+DHF>6SM>YzuvLlocdX_40T-yfUlyCfC&!W3|`y*@rBCtjBnGmlK& zFoP)hio-O3ww11Zv?Ffvu$xV=-O^D4k1wX8K7IPMh}xdl@6N;fCo&c<-0R#Vv}; zZ$1!m=1P4%y`smDn@QM|6Nv6v!*LmNPc%j^z4!3p)8}qQb&sYUHOPD5p?o;>l@QJF-qI}acB36OsRPomz_6_bS4nn3WGtpG&PvnX z4~VtT+dHsQZTqkn?921Zyp+X*CliRnyeHyDzbtvnC~fJ@^6mj$Mjsizv?s+_|JKbJ z8{5{^wLx)DA(O+=yZk)y7h&*%?Ng|U?(Eq;=`d}_xMU_oDek9yq6x1Xt|gO!+qQ~< zV%LZSnT&4|PCO+WF-G6(=eL7Ag1LqLkp!>Eou{qcrl!_sxj>d>kmYoglG*`v-a%6I z6LaM{)69*evDnrut`;g31eB^L}78me0FGr!)y z;L`J4nS$83PaV?U>Su*j=IvL@l|)(i4k^e;wa>M<`S#6_0w*Jj4D}RyGhey&lRXR5 z-ao%GQ1}%J9&VVbtZXZ8uxb2Je`Z2zL6ArL`!FtCB2EUKSOs}`i3G1NvmS4rCv@Kx zntsN3SARU>8ed^5GInZpb#(#ECHQ4>M7{h6!*Md!yOn>AwGx^k~eKyQWkW7F%O?P=#T3Sqzh`W4p zfcB!ri`ytEg_rJDva(EW2d>NU^C z=65=x0#BY)(obJWtGQ$XaG0XSndZD|A*PWF*FZ538nI}QYSmT@Wt&NuYts?m!mybeKP3Eu?5&?fTXUi@oAwlt z0CPp&(~ha=A;nBC!rB?MZo;9_y+jO%KuWIkJoeC@Jsp6?w!yzXft@o@9;Bke(5=Cw zmxCG1)T2j_MW1?WCm%X|xT{fK=d?Ee4xxK%R+O)VmJ`zw@s!;T1o#*ce%z|kpNZKm z+qG-Q2+)?0h+0s@N)H~Nw1bBM2I;9_7BfX5%RiTV>H39 zW5)Cb!d0b}sV&7kgO>Wq$svjwBc|4xBrjZvK&&h)s2yd^E;_9PNP9-&{|%|Q8_abc zCKLG@OFehEF7TSFdSI!i(t?9e-Sgz)=f`O8K453~hpE3u2~Xut;+o}Gt*<*>Buy(S zDcK4V+YQqEk4>AJ(SWoCWZJCm{aJ?80f_vGj|qP7%^BZ>r$&1qkl&%4LV6byGg#na zB*cBjkON@vFtc3OiglPuacO7r#^>t;E}J!bsoK5ag1j0N_IV6kK4S>N?jI?^g$2G*FXBT_79mXJMotpvu7*j)qh)oQ^)o^_&!Ln za|o`oO|N~Q7M)6yZ`~YTYX%xA{VKyVRs+JuVGn2FJ3*$+_q!UwP5$+n|J~zf$es`Q z`_HGf1iysev1^oDqpz7`1EF8pX}iqDe}9*|M=TOZ{s>(hJ;-PfBex>h{sE>qVA!xO zRB+jvhc%7$fn-SdGM%I}d#3)!yDSrVc{iF@n3wW{{nDjf+oz%?u;w{3xjTgWtqVl01QP@u4yn&tA((zZV6!M(_`2gbS1$@dL zy1cW%&~3oTkv*_#%e^x1+ieW#mO0hS;LOmmV{2YM>PwM`pZsuflwh#Ye67YuM{*-t z@piKRPf*M-Y+y)z{m13{`zL&RinD|7$Q4I14g?InuZW0o8$WBX#ac6|`D*c9w$o*3 z_@bvzf9FfjXD_U+DcfgU^8LAKawd!mM^-WO&$-RW$i)EK&KzTZ;J~YCaD}tR0doiu zoL8@29fzm6u3fq`2|d1DqRh7+H{6mO z@iUHLw!(Rzfh)aRPRuls(mV^xed2#S@^kq%=b31PrqP4Mp1E3z`*#MkmS9FSiSH6U ztJBx@*D+MPTCSMu7Sk2^#OCbIDYIrtxiu_T&Mzn^#?e8Th(3PyOwMVP=Ad1Ok|b`? z(b2n=`e!Nsdv*3Ft%e0*L#B}8Q&avXX?Qeq*pML?vEkT4Qg;Hchs^Bky72xxYzA>A zOO~%0_+eg*wpiX@V#uiZ5!%u{m#SGNu5Qm|z6ZzI=kMRPsG--+&HYj`GCH6-V)|JR zd^gqCE&6tsvO2Q&P|dx6)KLEiUs{Bcl!g)Anx$O5+KQ@BY!;C0gg+Q3+4KsStyLv= z;`C`1_nkYNeR5qTzyL8tks9m{KG#ki#K6?1SM-5={cEhk-+pO{!t!7*0LsC%RP>Od z+klW5@uI&td!yfd|BbB7ve8mZve`ar)w8(}+C2+S_G>M#qLOpJe!FEiD$@kjO;bCO zq5mawo^n$?^f%AEprbAWt@Yb%KDO`kFG;63uN*C!@00m{gT4h>Eq@QgVJ-6Jep@PG zz3whkqg8NGz|RA+{)8ryxNX_8<$pY@SKtTG3Y}r1{qhaLUuO-8m3+g>2H}L1N z7Tv$^8K=L8!QoQhHsn+ld$n&%YTxX;{_kxOM@Za=FaaDvJrzQROYaF$jf#o6=hQ~i zbMC*N_Y!p}0I?3_p-gc)J?!&2moWheH}mpl<;wn|y}9XN`MO57$ICgrTCw=+V;o@E zj_|DJOFOlk zSZ)1n;~Uh56xwu|Y|z>1`(H^1nR>lOB9Un9p&+P`rmS#U+auNNGk zq4VoY8<~LoR8h12`}>6qf0l6WoQTU?;^RlL%$+QL9{b0Uh<5!3ET+=Co9^0g``y3P zc;bNtR+%&J;>4*_dL;>TFNnCvP$vSj8}Wz??=`}bMW@Gw_4)qPrdI0d>4~&Is04?l zO$uU}0BX^lZn}(`aOFx%5+l?mzin-N?j&D*#&7fh?H13SX(d+>KEIB1{oD=__Z1=X;4!_(eyc8o zWjTHD9^XzJw?;nG$yl?ZX!O@8uw;lqm;Ubax7zZ>doXaGpgLsX?cU62>`V9e+V`*e zqb8bbXScHfmKd|@le@#@Jh$=bAZ*(O+@BkiIsVVIsWL|5bNMVMiy!t~`vPN#B_331 z-#~^P=h`ri@cSn`7-Kn_OIl7$!3Jvw4l&yUwxet~oHNyFPsA#Hr-S$U`r>4&MSely zN+#ycVQW<&`(@weEXHwiQ@_??OmTWGqqD@}2%EBB>DRD$mM+s>q`1Gv=TF{Ynk-Ya zsDQW9oUvOeu$1F_h>A*kk-ga1$Ph`CPJLYH^%_`THGy0y(rbBH6SCgB(0`s8@ns=E*JT`~9I)izs8w=+$88L{%(J)uiGm;BlP(NWVNa0@PMtnIl?1(G*RETc z^(_r1^cxs#gzib#z30;2lP)|VIWRjPcrPof6R_ST^6I^wo`&UUrmj6Eqav3~VR7Qb zKFHRuabMPS0+_f+<;9~lh_-)}EKN7K`}oq*(iRdls2%WS_pt`rFeuju$R}Jj2S{~T zz4{tZ>uUjrp(`qh0XV*&w0;B@nY&o1mv7u?M?Nq+;=qw9XXT2)i-us&iM?e@XJ_XF zLl^!GGWjEOto8iVO5*jeal%i;B!~`~kq$+YFIj!fBm|Hq`7dw`)hTGV*$ozFs$uti za!*T26doG9J4HPq(iWW?5U1{F8^qw+eEB^gTB4N2HK>RLY0=$~JF8-Ia&uFGtAtZ5 z)~`MBTA1f`X8*oZX~NFjX5m88hnq*o_hkW`s-C%O)hfCNyKzg%=?)poc1rV4OiYZ> z?dRF@|KRIPz;a&Owf|UVLdXz8DJoMMSdx%Xi3Vjz#tKD-lCcP7NP|+5xmiUNg^(c? zWh_Z0(nOh4l=1uBvEJAF?!CWt9D5({ve5JV|Mz_j=XqY|^}7?a*C^u2k8U>3bis<0D4Nl>r}sTZYKI{{ z*-d~lnkk#-VLK&*-diF8W7-M*JAETo*#iOVS7BW{W#7bFb2Tlkygy@;_F9dW?>)>%e{&V&3FCqSVptVvra0#=2*Z9;L$epf@e>=)0P8+8RC*g8c1$ zTY*=ee9$2kz)#{100r~nh>92<0@=tay#$QqlVG9d=UV=sBFjmsufNFYhW%K4;apBcD zdmS>-c1n&s&9Lf>>_Q?LJ^GfBVnEXW(wY!|-#!R$$&(NC$OCMF&DS@~9n zEwln$-h&b}k)U0UeNfMcki?|Vx&Dn8Hnz?9@#9?^D)xyxd+5+1X=!P9p48~IrG{ZC zuZgvy`zJhm(z=BMw$~#8Udde79Nw3n=pp!Z6na~L0TlZ7mEeSbIx%r89k!H|6evh@ zFj7)y2_Y6BvU&2dg00Y8FH>B{&fZNH&!&qUix#a%X{0eg=KB2JI^?EnJc)vS;v8vB*AD{HaN8MUT?h^;V zNEKuJ8lj1~q6Z}94PcxO#jQ?6R8)0}qCyh9QU|WTfLZvvg}2~!dKFz=-I;6_1F1Ee zK7Bh%k2(8{EF8fqPoFunjV+Hft*hs>xAbR^E_!0IPlO|ul&W(8g z{yhVS=T|ln?W1T1Av(GUo+#%$+4LG+h5ZF41G36qKe^DESd&J#exKbFfM5)EH3c-f zPH>clFVw6AC=u_6xfAx#w`ar^_xCb1gZjqCQcOBE6H_8TTfDS`ocNDsJZW$duT0F_ zy2vUvO}YDtlPi&697qlD{P~ubFPAt5>8l@mWj$jNSlZ6ryW{SggcVN8>2E_y5hsv{ zE>;yvj;;G?*s#KiqtjmERjD9h^U4CyP_^O1A1xUTO1qVBlCvr8`gL}adW+Oc#zQVO z*RzgJe>|&;f_(i!V1d$(oj4(dyw&uQcP*8QxDF)$UD&KDKbw|u+!cYyTlTzcO-<$xrz40F-{0M1wO%sf|On26}LBbV$LYpY$Cz}gz()p7D=IITZxB< z?V?2rBSv(ibP|geQCEuPgN}jW<_*QW+3fA`W&l{VL~Zp;(?}QL=?^m6@mJM1A?=Lo zZG2h-d+%D#AH|ht6e%r@LW2yJjTEFQ2>EIZx(yS&-+s>{*J-?!DJclk7(o z5qiCBbeD32m^u#6sUdQS3II+yf8u(@&MD^?QPKdIR$M4z3tLan)s?GPKQy{2 zGArXwJS0em;y~N10dn8s`MslVpJW-HPGChQ?b^WLF|PH}z}gZC#jQm}0>Tt88ssOJ z)=zt2OTMaXo2hfLcsDDNW2`s5Db#ul=!Kz@(JScA1r82gTetpo2u)H&ea$mlD!90B z?GEq+7U~@aU9n|qz>!7BC->_Q!2Ybl@iFO?o?9Ye15@bf)28-4ffI?IP2ICTJ|EeH zvJ*6Zdf|*Yx&uc3fK<#I6CDuHDgB~nxzp4G(|g`E^ex!?%7Cxf4Pg= zFvX|;y<7M0oyu`WyXRl}b@9Dh6wAU*`r-R9=bW>JHO>JxpCWXkYf^AqJ?k`8Tyy$n zHS{v)FJ82v-0IFY=Gr>Tb8)dwQ_bVDHk-JpY@~=#WBg~9jmzc0DH+7EUWlAOybzGQ zm|Vyy-UWFoAZ8&w)Li;V3Ns|aTN<25BS0J!v;d~e>&?fS8kuJY(G%z-GiscZT=8ti zVyQ-0(o$Hhr8nD~M?2}0(Xpfd7y3Qg2tSzb=aj&c#F}i%e-Or3DVnkU$GNVt>fLTO zI4rhGEY#Yu`TMJRmc7rB7Q~isa1b!sEfy8eA=wO!jIN`=-oomdK~`s5G0L&=`FY~c zwY0RR02P^(TMro3l9-Iju2?Gvly>~}CBI%HJApJ%@!i1sy=6(2#|SPRyU52eVIP?B zjVXfeV>an9PUi=!|ES(I``yY*C{lbrk8_#Su)@OO<5$0(4tnhix-Odh`EkJi;4mrk z*{rFoq9T&^z{_nX22qIg)6nS5c`!OyXE z)>e5gUykm7Q~kj9ltJPsSsNQ0ro$9~NhqrtI$|L z=$xEzJ158dLryUR)Inug`^JpwXWsBRPj-B*0@`h>jRTtd5C3;lA{q_JSdf9~zLSQI zaGZCJxYG)P#`u6{YtfhsbPXqxaWWIwn_7lP$3!SoN^B3%E`G&^F3~E^uRL_PYj4CH z*Z49%_zkp0&X}6Y3K3XD_#0T2 z!Pzvlb&JgtYzuY*e}VA{4pTsYf=~iRn0aN>XewDXCQ(pRbi(9r600^D&Z8E(UMZC~ z3tgltHKr%heD=Qdrt#eoKRK)$3X^qp)t0TcnpPQS4rM{_YmMYwA&S{a3N<=a`pf%ZF+pN$_@sTkurpx zKi?g~Y7z`AvOHntevI%hiakIsDKnY84X4Ijc6BIv(Q)+X(XOynzL05zz|I0z#VSi8lrMlyp$}`bv$NA^ zNIvlH1;_@U8h?5dZdYKLH=q#TQ%@=fKfAoK8(Oax5^9U^>)m;CEY5Bx=wxQ(!e-6| zz$z)3Pk}QZIiea0%%4NI&h3%(rcXaDoD`ZO(Nv+J&@(V-HD+ku z!hk8?7A{}z%Xgn}CLtv&Q?^GBhX}D5M^rEr4L#Q+1AAo_7WM$sT}RtEjFO3h_gY3q z3+|5i0}Lm}I<=?*YzhM(n90&UQ9GbcD5Y{0Bp%h5MdYkgzqkp5O+bHQBTi%mKk#pM zA;Y#?`YvT`?MMCixf;&{zUfbzWW%fQYJHvygixjR(4j+J@hz!mO}S|8CGLG&365{m zw-1xJ&f2ymI4S(n0=!CGWy9 z84Loot5sPU4U%ft?m@IkA5lYG&CTzK5O*Pf z15L`-y?Z;;f9_uUbp52vE}cgoJ$zV>C8aTEpFDeZCFf%ICVlZgwHfhN+He6Ai^Pf*f)+V|RERp?pfY zZm{O;_x0rzY^ptg@yncfk7;2?k;L$T^Cg;?YG8h(qv~ zYK81pqT{GI{Zn&^KQ3D3F6xtc9w~$`P zYDTR_D(p#ZY&fgOtvy5Hi^7x@Mvk0SaUz9r+?nTB$_s@Ko)$qqJt+a##Iprx51`EI z8Ktm(3HUJt+2B1Qv{npjI)v-Twm7M?`$_2dmc7Po>Lmal$bpsY(4pvU2`svmz`$CV ztz>bg+nF^*abJurUm;UWx{#vbi+o$7&7yEuzX!?0i^K&O!bomr{^}?mq6XS;Jpm`g}Ql!{B z;~VLn2a~Vgy*styMt6?KJ-2%^fySQAo|IGwc{~iuF~(BT3JPQ~4;c?y%oyWNp0Evw z&-+iGGN?=!*w}2N?)k>z5d;eQw8rZ*yX9GpTd5~~C{`KOAvgo}6hsYJDNkKViZ+uqbvT_N5(a6r{%y}rKW?6;{I z&;ot6w7MYspnZy|IWHK#>#;k_Z~Ygu?yxbrC)QlAIvw|=H1zTDu^ci&L!+q#1~Jxp zg^f+P=F*`LK0f@kba>wKfDy8}IXQw~L{BdM>b%}VTm1!Bq;++3FN1$X2u9rsx=!c_ zUb3C1mgCWlJ0WN(ffJHKp&>qA857&lu`-H4fZo{D>TPA^cG!^_+HXq2 zWCyv3#3z%@tg#29_@RsyQC9A$zOUb`FZG*y_2)Cvd3L|G6p?q9%>z~foYdoBQAL?S zRI_E#2E_F7rS%$uXM;hM>Z99>6`4Ch!l|mgi8j;@NA3Wr#hm%?8+JNAr~dNItD|kN z4UQY<>85f!$0Aa3z&9N|p;$kU_W<+QW2Ku34cMSTQp92^F>|?qokti%J^rWgiPQx} zXl8Bg&9g`!bcuS0vR-fOScxcbp#eX404>?g+(zVOD4G$aeMW)y*Uf))~Z(|HXN$;6noB zFKd)t{N%}fWT{4(#nAJ^hr6zj17^`yJXl}B2rNs0JFzHbNS^%8mm_)8f68RYr=Q-x z7rd^iwY3y&dwLBG*g{HQ)l8%#5VlRkl=Act#m2pD)sU@u*qdBkG?v&tKUp^6`R)E#H_WmA#$N;;nq!<+IwUzMi}wI7(IN z!gH5{eGNYZEyTP1uCM2J8EZQ!3EfQkTavL~0?gLHLp0y)P zeI9;#l{})y^`7k@!}G=^jV{vHx+a9Dm-l`s=pUx+RgdgNG=>&S$87C;?Ce>K+zRoX zE!1;Gj?tbI3^>o<3wU1$EJ*7@;W-WV|01@ zb=Ip3??I_ve@hD`$aA8lcq;Q!dy%yA7u1O)XVFto$0jEG9P-7#Mr^0m3uS_;OAqgR zbeP>m<-ySxe}_bkNiIPviQUq_2>l5Cn#@RXLyoT@)1zbviXW<~`j;eqRF7;(T0xKm zJYolyzP`&|#Oj^=mtVMe@n1DY;q7EXi%dLOT5){|M;je=qXv@9d&{E1X63g@Tg$hL1GOj_GoM`mFQuTMLi{}NMCS<| zTeN5a8`G59DQxBusx3rt^yA}ez8K71SNv~9_S6I3D07gpc09tMOynE>Q9=i|NeC|_ z*#19QrKEpAsLJ3J#71?Y&nBEQo7{sxhrXdBlM-t1pXkahA3rTBx|nsec;^wp#tU_h z5KW)W5id;)atL;V$ER{x|J(Xz}{`tFiryyqd$DjoQmw2nBHqMo| z$B|atqy0*L%X2tJt_Fp+Qt*{xe$8hBB950;Rq|uT^g#v67!4)kbsk?An`Yz0HQ-n% z+u4hk+W1d|{08$ke~%t5$EWaA_Cg<%#%mXXRN+vS%vf<6cbTytANa!O=xTQ;dx?$% zXkt%r@OB7##5bJnFb4?fR zXmBpr^rdQmclt1`NL2V&b2ZUH?3Eky0We$djwzK9Sw9A$G-n2zAfYRHxRk zni&u^o&@@Za6B^^{IjqVMeF6&FllqcR}tTO#CwPrQLdNR--e4VxqA0*{BH-%7z!KUGotLV!zgQV@d^7g3?He&=V-7K`QOyBIpgTFUi z_>j^#i1tqk;FR)wEx+{rvTWKgjI`_+#em6{DUvp;V;Wde^5(7L7-|hs-!ECR6I$dp zL(&z~l!9gfN{%^bmh@kLp%6hiIH;m)8aQYL+;-_#BHuAU1=UO>r*cHd~ z^J6=S&otKvDjm{(^Y^+LNf`x&h1VZEFr(JvpW{RJp14)dCfg)G6mA5)R%D#XIG$tGmP=&JB`L*wQi`8r5##2prg|vl5ZYNG3q8Tl&A9U@@ehjOdo&NoPZKj`CL(VcQ3OcDc;vqh>+WSQ&~`8Y!_An8fJz`R zCm49v6;l!L;X*DUrm-G5^lSJtASZ<(F+Gs^PZ!|0cq5TO(7+r*CIf+O-lfVYJ|%@{_6kxlb)SHb#~;`i`q zUskYXrZo`Xiwo^CHdj*_5%4m92|x{$3=euUja85Tk$_^vg6YDt31%LBTXnJ!xwf`O zb;ywI2??u`1a3UNpdY8m>^>F3~R3bk?j;;)rx(gUhl^1 z>9PEEbxeD4F7@-IyLaCSj=vCJoBg_O+5%}}%~B|iU5M*E`?g|AeUf;iiHQ;&H=jE^ z&yGxImsK~u$Ke6E=o~sEMY-|(`L!1P{M!ruzhp(2!6t!dIW8WhsMrjp%<$A7UzYaL zStl*{0bVa+40UxqYyx5Kr1&c*4NUUC^j{CA!q0FmrcQJN51gU0|MiGdZbFV-7Nc51 zEhGql^&k5qZ0qYq-!(`mpl8g;?=hv*cnjbBUsD?Y6yHxTjbttH-%aH?MrMOChiQgu z0YRZUMMlKP*l?25C(33JaQMJ|)zabtMYI4bN8!=EM-SCI>W8UV`276_4s459SBzf( z#jUnbX*`*0NaE`R+o7p>1EH6+oZR5N1>%+;Z^6{yb3Pg3He&8EF`dThaLIhe4qiTt z>74qlW-`;P3*g>Xy11k>hp^hZ5eCnjPX3mYlS{zglZy(zEmUvja$e$ZjeY+A1;XLQ z8-eiP!Q=k}2)DknX-%E`?mYkd#&=Mh}z(2$snrM$DqTc{H5YvEO z7rTm{VqX*+1m}~5R<2sLh0z0cRorK|)4TWR9?+)8S6l1rHv^SKE#Dq4J?>~IF9gO!k0$-P42-UQ#ETgJ(Wre5ztsC>|aE}kkz)Le4 zlb_E?k?DAJnk~5PEvs=FH312*Bq@LHcr&w(*vSDO);A?)rlI%^@;yVgmFhWM%H)X7 zI7-v`;Cei@zRJq2P&)|Wbk2U5vQQcsL0}M(kot(S1XqzxP+Nj)~4-mza6MNlEZ`jL4*+LzJv!))n}^GwvJXK(!wn8`m^Fm0YQY^Dw>s z0x(=r97{@QvHwt$9iwdM;?RB6nn8p(K_#DulLW7V< zCHJ8S5VkW+Gxrpm=oYTGu&{`<5i9o4TJ~c`mn`eGeR0EnA>13?shIW9j6Ig}{seO< z1_vrbDDodTg8 zz+7=yaN?qY8*RE3WaM;DT;y%{I{R@u-9_D9Z+5luX+7-G0&lyBoq8eOZVk4R)dLms zmONxP6e~RAnXi0tR}O#3_zj~r11rE;(GsNP4AV!4ju=SvJ#@P|NN1P7x7t8CbFVXp=QmTHJgn;j_n|Qn8Nsc^Pu=Mk zR5($6dW^XzAP*QuWc=*%!p%Rw&ZD>)2ek+{T?&bUEk;RI)vn-27cVV^N_E7Z zsH`JKEw-^4&y*6o$;+r$WP?|r>U+O@+R>7dlGQKTNl97kPSagqqnMU-1Q@|0x03n1 zUEbctYp1X%@3?8`U+Rqr7Tqq62t3ekDEX9OU`gwlH|T2pq7 zcKNL0vMes#q|e3AU;8I~{!rVxFY2t^r8R}omvqkT-Wpc(B4SrU^j+P^vjf><=;-$4 zvCSxT^~C!>51E%wdi@>PfvI)d#~FvrX9s{TJr&FXK@~$C%Uc)2N=T)#G4~~122Qu7 zcES!K#ur~qiRq?0;&E>i!;du;lTlV=KtV9qQ%d=0O9LfA&AJyPw}$BB%)d)z&p2+n1(XA# zM0sAS4#C^ZN1GR;KWTtl`?d7)6f>oq5Ok>$I8*wOvWkice7D@7g0uEIcXuZLqXp

*ij7wX1nSzf+qX0&Yg z?c*Bp;}*`A=`FsbV)E|bZ@0U|IIaubwW~FB$uZWB-##>QFFoeRPj6Q zB?z$eyLWx53yuJvmHd1Z$bYzV))noMM9C=7U|RpW3mt-P-My@?+D}}=#=9u5Zx)(d zm4iM+LK_j%ylq!C?0msP5oWY>seTx05o4|_1JcboJ9y@j)vsQ&uKo>2jhyB;towJP^44Dcpr8t>J&Pz|CELIC`wS6;ZO z^1~yx%`9GR#CpG}Y52r;wRLr^J9HSJsi|2UH3$`)MA*IE`M`B!@6luw&nb#57f=xD zrFrv?!fr&UI3q!}Jp3;E_1u4+1kXgKxkItfgcyt1RCVp(;!|72P=y4ef)Cu3Sg2r!iP)eyDcFa|DEYmH0)5}i17F#AG(rH$phv4<8sLE2UFG+LuM11)&8hV+5)4eHU%@P()una*#rN+)Jlxm&FHX@yb_Rs_feVVj;OO)AIZ(`zP?&J>ZD5dCI6P(k{Jy09Xo}p} zIj21Tb$UIN9Uf}4)>8Z}*iwbjRxu$Egv_cGwGB6h^I1j@FXTH_StqS81OT|1<7S4{ z!!Fn^zTgX>c%Ho7x}oU6DZ#MF>nt!?u2Up*H@ep|cv?$k(}FtFqgY#8gTK8Xxhl)F zf#lfc=Vx-DD(}xjq~y@^7O1LO-e<(Wp1OJG*j34^QJY~m$J&}I_?DS04J92&aJae% zj7<8ERPCp~2vuF1i>>vJd)`RCZ_%kpZ<^te7khR)c@;(Qj01F8BxGA{)m4^7B2}O`S9Vx zO&ED7V|ueX#pmDeO*(8(%-~xHA?D!;K9#%4`BIXXA2;V*r#~O10)GYDT_2xW+yUdL z5(Hgmmpu53GvQJ^^^ePBX0ZC9N=~n7#F-sCoKai%%2P6&DDM=H#Q6XBfCIeW4~f~ow@h~Z7&DcB ze|ZmOtB1k1PuM4s65CbJc04m+5=Q(zpLCM1+4tu||MUIsXxB3;KGsvZ0P%^`&6R6I z*DEIf3Wi3%AO0@I_z825yQG}uNrqN|X|!t9s;`dDAx`LmrAuc&p7Q(Y?ffg+@^L%y zxV;k5isTZ!nHrC=i0Q;0#{`xXcZ-6m|}qzkO)QMA~cI?1JVu zyPuP@5S)pB+XulgIl!!Zr_Q;5zZr#HOZ~e!n5f6kKIh9p7X#7eG2cq+HvecC0Iqvt zX2Mngn(4)NI_ueBF?jCu!M+|=GPcW@iEyV`j_Kqrf$*m|>e#jG_RE*uQq-v`Gafw( zra$a5bClP(j)6RSbh2eEQt zRapz8$N=PCw9J!Z%p--Ri1tBc-mtAoxJwtB&vs)kI8~?*nuaN!*!uElO=G#tdoT-2 zRdUi#fvk+mT`<eHaernV1oR_a zhLcVThI~ZNArA7HGiQ3t?*IF$P1s%d$kz2kX>$qpAj`5L(24PahDZJR(+UG9Zq|F<2*)ps+?e=gF?1sUV9mN#@=h5D zvKjMg%o6c^ZDvoJw1ZQfz`ozP;9z|}%N!lDe)+FVCi0Dbr+kH>1jk+=1y)w?V&?&< za!nOb3S_IJgS~xlgdcV2rKN|0yOI?w`FON%gOmmgfD@DzoiOvpJE*^*KA)4oJ&QGe zM{{NKhr{O-(i{Tf)nKVeM4y>x+nRSQ+%L$v!o(X5DP=0lTbiNt;&VkBM#Dw{NlMoT*-!%<5%Dj~_Ej#vp+N)%-x5F+x%7{yl1x2Ft2?j96~n z_l@)clmG3IHK7nnCt!%$jYvsX0n2um)TA*u+(Na9P!cd&Wxn{M$NeRV8W-oD}4(A$xi;RmEXU(fc3VyI8tw0j1~^w zrpo)ZmUg8P;PY;$#WuU(WXIFydI0R2^Dm4nr!%z)RANWv6kFFzyx6cP=1or!IhhZ3 zq9})1WmxtFq9$*qY!G)sJ5PIj=hvm{@s>J+x_VHWGlYaN)3rEh)rB|9^omJUPGksL zf)!6MsgwkJnQXC&o*X@$;u}NDG%OU_R0oTTYgP5~rSRipVf$U`n*yj=Mj)@|=kKG_ zkXiHb*X7zCXBpQO5j8-m(w$Yzc93a&&0`|?cZ;~`K7=Ty5z=T4MA9Q6(Ie@c0~hke zT^IF9%=D8zl9Q9y$4_%TRHJEqn&h+k^<#gy$ch;o`3XDy%)zA_puj$S`qW=h(Svrb z+nT+xF6AwpU8anllh#We7?Pnt#4IsuV`cR=pr(Ns=K(q%eiBN@Btk3 zMa6Kvoz|cZdJ9I3Yn4>rePPk{>sz@MUDs&bm{e)A(^1}O{I6QX%tB6Q-5%(tDC3ap z@LIWtaI9?)e-?%12z1#t=+&r^KQ~#^j4xcV!h~%t)sIOP7oZZv14pgysW%QN6m#PW z0=*a!Z`raX-bqt=GtA3b!cx~r?JxWt6P6XI zb5lk#Bl2`qKV8-JM(V*T(^|Nbkt!zJct|(Apog)>Z-JkspSqXs_@B%PKrq3K4f0y< zgBAyG-?3vFiz!xTKJ$CUsOEh<9`pKYtUK2biX2`7!%$VNJSRnyg9%1HD&I}IPqdDb z?3>rGO;v-K5cQ`byZLa5yw@K3pMCrvh01^aI5P{oU_>ZIu4lQKrdqlUMV`f ze#IXsQ&BkFKnA5d^GZmFEHAIhcd5O7Xk<{s`6Ny~NqNl7EB6QSsy+vcO5VwS~HVTJXxJ}YC@jmUcIjiw}6?10yN>w zz72f;Nt6r|&2H!}uq+zK7rB7T4fS9JX#q*fcIu8?+FYGy4C!v=-iOA;9jvV9 zS3lI%DXFUmkRx+(S}?r6Qzv^$CmnthMf3x1a)-G~9Ubo=fjs=S9vSvy@aU)tfU*7u z`?+nc(VWxcYHsdc-k&EwXj;l@drNcEfNca$-8Ga#l~5c8YoDa2d-8>G)V?05GEGR0 z_)kLCN~I^9PQcx)S`F?hQp`kJ{RfX8RnobkEZ9b~z!u!@#IP*B#JZ1_?V$KTf6Kr0 z7X3DD40U*WM1&Ya7z^MEkC|}B%SZ(Qs0vG8zcvQ(B`w}QHKdKdBOCH;sYeSos66GY z&%Lzn8s*`cIaiQGfEL_ad3j=JL5*g>u=Hc&wh1i1`UP&jwY9aT$};dz2f#rpGaW@Z z*6SuCbAt{g;p|yO_%*Ul-UYCRVI)M%h;H&QXMs@4CtHaALWS8DJu#Df&@$rwg9i%$ zcORabca(TngKS9Pi~`08{{k`hvf#`BN}AXQy9jw>Lrw292**R82(-)0^^Kc1cLLS% zP7q92D1zOw|6MV9g}EB4N5xsZ_!(=dEF+S688Lg%%vrO# ztm*7wy8F8C8?p`81d|Z^1I=u_#3Mm_58lw0)fNepi{sd7R=h5JCBTs&RX| zE*_K}SL@KIwL`j%?o=vAMacNs6hcPsYmeTYJEs9DfIav*e19)P?oQ`s5QwAWOpX*Z zmatDwFWBZVCxh^{diPUtZ~KG?9u7aVVHa4=p+)@~>r$C`hB;OO2hB}&4XHSOLJZCW zNIPW3J1MT{aly|ZrGBErR2!|gr@+o}07_|ff z;;vc5TZb?LE6u^h{KCE{d9V-<1^09Hycwgj;#)unl@bwREgPmr8LG80YemlnTA=)T zQ7iv9PwU`dWjaNshu*Jpmd8uTK~`jYq33chzDLQ6 z7n2D16wr5SQywOu%eu+c&zZB=30=UTG;L6Ggr_&BcJsIir?wA&l5iqxtPL;bdUp11 zRm<4-2=bkuUvG}U;10d=den!MSzs<_u=iM9S5Y3q3t38PG$sSHnzcW*j<8o6S*SR1 zNmtsLhxz#fXcdaDrx0ImWZuC3QLLW1_p63yp!_)XWXh|~ojRR&dDWF%*Sx@(H=}18 ziau2eqy41Uw|4OGWO>;Wy}Mt7$r-cG4WBipe3YO#lA?-#MbY%DSKVokN-8UZqm02H z8LExuxsQCeNBZY8pw-+rrH9nF@+&^LghY&-!Bs%Vd4o!A`m_)|p38uv5vh)SBF#TPtcfAh`8A0EA=d?EkCl3uH@A7SR^O)%=-t7`; zz6-1eBe)2pT|$TmQO}gF7-K?iV2e0GI4QI^;V;35m+>aqZvsPl`H3ox7}3C!PBF$Hgz^FnV?>nwD<;r^z!9#$Jc)K&Ahu0+lrk4IgCiO zLIUP82BEnyJ)!}R9EjV?I8Fcn$IZOa_Xz%aq4OCSBp|6w^zCH`0>DwcWBI+bEHXKI z7Qtwhv$GidWZWi@`R8M-g^4c`1&%`yAU^jG_l1U%?Tdg6h(yPqDzxRlg)I>lxEy&U z_-XQ)*yah9zrU(Z$nCi_YuA2WmNyTUjNWeF^O4w-01P|jE|XUm+nUL=wo8fJ zZLA54@AVc<7c~gl=H|rdNUle9N~E+x(C2RTUG%2WYctoNhC6!uUVk%RualCJf`(PF zQl{{;QrYy~o^&*e>nmsOy#2fKHxp`t0~lBPiqdPilW=_?gowGl*qEpoP_p(NI`~QL z_3l&@cKk7QFQx_PTh!4+F1mXtM*B0dPxGR|z#t>l8S#zZnXWP=C9!jU!JMuy#}BRa ztTdY)unHni!s6S50uqM?K$3)ZD-z6fe@MuJ`Sagj+d$(%r)Js+ff3e+zV6>Dv?~Z0 zj&^4q^1P5a9A9&1vVlPfJ$SECYrMHjb}7E*)pI_1+-(0FAo1GD=^jQE5NM=CaT5XG zgJ8p3B zpjo0bgO}`#%tI(YwcM;GPu_h`_p3MEU=5R<482}4wowZ|uZxQ?eN$5P3jqei{#=wi z>I=b0y;#|7$q<4QeEXs0%Tvu`6oH!ok1LN4F;s8k?~Ln?yX)z02cm)C^74W(yUfK% z60haBFP^s4YFrczC?Uvd>XDejA_dK(zoF9!*QnIp*It>8AAq&XH*gMgTO^oFOnC0X z>S`R0d7tXN@GF%B@2j+;BGTynB@_5N!7`z~Yh2dcyS4ujL`4{tn0@cnr_VipzH{xj zJIe8-x7O|3PhI4VUh?AM*Hv%I%Jx;Z@s27n;dTj%c) z#hnz20G^R9mh2vydeiIzQztL#=fZ`X4h|ilJJ{jtlqGZw)v;E@TxIFP!b0Yc>^7uw z=>RyMmy}%Pg;ha5Grv0YY9oHCFpBz{VPlKnd=%jO)a|l_L4^nO-dJ%^lMasFI2=I#lH1qh(+3qa_e(YACUt>PF(@8Vp+#7r z4s6e;sF?H!54TBP`=qnpPLpB|y8wAef93G9bn9jm)@&l)cJicSeAJiL{vAn&L*`yG zz%wWKOnb3D1-Z!h9j>cW9RAS)w2#D_!{WruVYBO=U0T1Fihr}(wf$Cb3RU+*n^FsA zuaT91`k5fVY|g$tdn9A&i4G{eu373F{KPj<=D>siZ_!Ql7l<@`hj2V4KT?D7Fqkk( z!@%Ymg@>KvM0t;i8yjkrz~h;6ZR`T+jLx1t>tvD14Wo-`jjZr)tXZptLL$<{yQha~7KY4A^@hCxqkT@vK((OubJRdxS=ib23DyM>}5j(%-LL82#fM5eGoKN!r) zVN%|!+t9nzgt!sBz>m6wRzVb3AcU-OxPuOzkWfx-gWXHl$3NSK&cYdL+>#|re6z5< zT71FRruy*_JX3Lxia^{Ww12SVG-5Q45m3*P*y2dqTu}+)ETKnkVW_J-ewvx zbWq$t#NVJ&0nc41ztZ#bKW__ne)dzx++w1Um*2L+z1}=la5Nvb93NLNk{Cs*r;X*2 z4(5fG@o|NeBU_~r{?+a>{@~DtL6hvxnyT%*9X-7*B-JO3c9<(-KnrCS?maa4sWhVU&sra(3Z+RjbuKO%K?}(J2;;r0zn4PIvTL0 z`9q`7UD!;EX=bo7c292S;UIr}I4HmO9TgXGuay?>jxN7XO_6Z!++w~kR)R1Cmh(bX z%)-Pd*rXT>Cv0@6#G>x@Zxfn;vl-g3L5)4!Z*F+PH3}-kVGC&$5#9g*s)$&9`g93V zlcIOxZ~hXL!UC*(#fo=QuZ-o2sHcdKx>L3eOTuaAn1$*{w=ZX_A44+5n1#0hT)%t8 zw~c@6&6|HN%PjnQ?+tjqn3bZW&|~UCg&O3*vn|s)?dG`Ig4Yrt+=(x=6{VeF_^!ip z3haZE7e!_`MDU&Aa=A}Fr=s7;ks+Ll(l>AJ&=078b9i(@c5F&nX>Qmf#WHXj;Ui3D zbr>TWPQdLmgZ6#7^!lul{#yiBkR#TQ??@{=`>l`g5(r?_?60PwreFS8xo@B#j5wa2dJzht7<6>s#+H5%$`6Dijy`QjsCa zb3MIDUj3s;C~lEYFDcZ0c%nKhQIT_=37}8#ubi>gz^?WtAanx7L}DSvLP_KcmMk%#_@0IN z=k`8PBDv^=-mG0pP7HZ^57>xjF@NDgy zIBrAuz+Ycq8@ypR&! zQTpPDAok)27M_Cc#T7i}A^mIL6pfg20c71SC1i_q!Gh(>r*d<~)Vt7vtvm=z$?Zf!g+(jh$| zG^hw8nfsv={mUK626bg7ykm&Aiz+D(xfA=H#Qem5kT1e-!GVR^EU%zK6npu9|J!!&o}B!)bC)jZ1m5*z3ChG7gUi2iF3{LH zgH(R)<$#j)Y6{7tR-^x-p(%g_B4NPE^{8r2~VbXMucWzAmLYGJN`5?t*sR$2f zS8}XZEM7bbar_S#bJqZoxA7CgNZgiN8{#W8bAzczM?O8RaB*7fG?UD!hXZddIlWuD zVH{ahWm=T&SJ}gID*cpNN_7{8b+V}ZQu7AuE~lA}x)cJYeixa5{5cw%hMXgOCk?!? zR%Z$fiJxUpgN;}e`JMdiSGQ~z;c9qkL!B4!Q$&FZZbnXn=A;A?ugf@H{cjO2c0!Jb zhLpG#TZR}#*pGk#dGLYN@V{Q|;^JI9{DZx}%WjWGbte3iOml*)sF`?Xa?n|bFjuWy zDdsJ&UR3g@1rkFxM9%alPY&TDq`vm8HCJ8Zghu$|HBL^~Z{0FH>DEy}i|Iou+6)K+ z9^nG^q8K06?jm>i$xow0+R1nB+##bE3^}Oo+~KLu=|CS%{Y@A)BI@nN=!L7=T4`BX zB#g!>W*0{`=!E%-vMefDF&xH*UFDT@krz~dQinB-2vH3kqLO=os$e}K)HmPHcyPtg zN4RB#ytM`mM!MM@8W+fIJ3%N?MQ|&tr-fzHcyI?GX*2HK^8?;1PjM{G72D3QFV{;Q zNzcrokL`H3G&jmHVX*FKh9dfLAJgpDy~|8CkFn*?;tsPL=HF6%F%~?r_oUw)n1p*}1>*eD0c%Dud#Ma3?Ec zQ$O2WR5s4+dNc~6nDwqV=}eJBPnt1fAJr$z>bDvny+%=-px2%=@{#p3m+SsH4auH~KtJh_{-5?ue=%#aKPQAzd)#SD?jvDsp9)yjo z4SfJLr}Knj2y)5sZ;+jVYf$m*02&cW+x{j;jJX`GrKE13#tW$#9oOy5u5Cj%aWD`( z?gdln)V;d_W-!KnT^+*X?+oOmbHmg*q&KKFDcWu8gKECM`I_l@^Can*pOa4MBxt5z zA}EjpeGokGwCuCXrfxpPTumu{wm73~dS6Jory_8&xKdvqf)wCaj9-6K5x_)$T|BShtYE{^vTes!Mcil*DMaZw`00cr7C)!EmFyNu< z`FxzYGLE-^y=c8qTYT1ZGb-r#ci+B!({$Z#Cmf!26rMQxhi+cXv>hBbXGT8GCM6N| zjDy{bX2lJuTPy@QnA>H+s#y&ECZ;~ZMLv_&5SBTM3!?pszq;*xJaE4*S#}pcL`-9C zYN+Uj_uoxgzg@n*Q=Q$WyD=AruxJbVfv$tCBCIN7QTzxTl@rYBr@c`oDs?TJHFG^} z(&wW_PsLAdVohib#Fw%-HTN)uwa`cs@5LY#<}83QTR4U4%#84bK5RN_uIm>#c=q(X zXk;HW3Og{qaTN|Irw|ix4-Wl9b=Lo?Ke6Z5ME35(+|#z>+Ix7 zj{Rggx+e})>kuOO(VwrW1LcZd3yK0%5n`~QFmlLH>;kj6`}gzmDrn^lobP63c@eW= zAlgC2uA|lDB1Q1h@b@`N)g5_3SG+8@MY-D39>p5EIc9wxseC7cRCY;GQY`mzI&6(ptvfH|F#Pj#&}vPX}&!&yiY|mn6C!eqShWL)0ung@~&a zlTA2!qI?NQKdQ-UW>JBp1Mnk65}j1uNZc!t%YaU5iO~Y?xeY0ImhTNCxuW-PKduEs z67(W>VZ6}a^Mg?B_8T^giMT$(cw*bO@hLa_q#Hu{T>=y1!|*V&De^3{*VtteVAg$l z9a8;*qF5|0%OMd{N}G^~83R3`ePD=(7cU2Kq)=lL0L=kosPogH196Fu0KQAJ29EQqXC@2(7=F-Hvmy5Ig-zvoiDOXv}x=I6E{9C(z1C;l6WkcXj&`C z)VLo@IJ{I{LP#}W>Y@4IJFz3akySC-IwS<2aqEQ*F|s9aL~*nT@HeMl5ITl)%jZC2 zZ-KzZA5rr3d%wNv)oMx?f2J}jAO@47qX#gpEJ2J;7bH4Y;Bb=}i$Es@>3~B#?Z@^f zYi4L&{~#EP`0=hf=1-4DT#{?pZ*On^9LFdI4JD#2;*Ro3-N6FkicwjFLH`JG4A(1K z)^3pIQ#X_NyxczjA9-sZ_pm@aOv~s{tLbzd-{0#V(V=;){I;K>9s7WlPY6O?7a3} z+BAnDrXQWFrF0gxJe|ZU=D}zr0of~}kd=XbAVwryQVITK1k zGlgv(*;cG0r7WKQX71qvXKk%rj{b6t&K#qBgoV{i`zR7Wu@a;SnHuMYComxQp47X{ zI*ReDR1aXA@|3NSzkvIBTIQXeo_x1|L+9Byzi8~bvF1U*(F+PmQ}%6NyRR!*mzoX_C~Svx3+dC>RnXK%(Z!}9c7NEVxYM9jNV%Y zB+z}wF6Bw7Kam~9Tw>oTeSu6N!;-3=LtuF{vYJpN=;oo48Hs7Ma4xE&3&VvP8n43^-y3(J$H=i+`iO`9Y{KEUu4ir92o9s zMEA_x6&Rjn(kFV|^60=0AFnVx#PcrrL9CpfTzzV0LTStVg=6mJZ8M+0@^vQwJ} z>rW?pZ;y;rLRTV8l!O3%2jw~iQYhv*6V%v zMIaBhm<1yZFMIiN{~J4Hfm&i%qzb4_EMVe;+09N|N_gml%g;G{uvgjhe6)CPl$s1t z`H|WWP@cu;9%4t3d6I)Ar>lT{D1eNSWDbX=*&LUuCl@p*RHFDr;p#ObiN z_9uok4t1%MYblfD+}zxRq5Vnq7(cNkAoGn(=`>bbT_;2!7&XWmx{;Z$8Qyg_Syj{PvDQC?GQmb(^ zgew=_mM}P9mUpz+KY%MR!za)ccFXrmU(Fpt^@^k11V*4)l)QFavHD?5AW3@1|?tlA1rNe?B<8R#_^XqbIT$p6f1f!FStqnG%_Y9o&Ve^;hWv$zG`+oIa zrH0%vgu}6YhS{KZE&FWfU8#L=d;arGAAi(S;Lk#qgO`7?I|)ug7YI^Oz}- z;Q^<%(6Gt}t=laKI2eH3Kjeajf+-ndp?!Pa3ktye#lS(gtDj1XB8QNhb|2&e-We$kBr0Mx7AS zOxWoNeDfix=RqH(VX?K3rb*Vu&)aIeaKti~CHv04{&F$-QG=uI+;ysV%Jw^s%~0}K zaC&2O^j+0<Ikal%97a3jb_e3jB+HDYuL-ECpsc)$ z#|))kNL`dPYW<;)z=PEE^iTJ#7Joq1AW$KmY#-?VWphIeY2WA{&6#cpKVp;YA_Hy^ zHGVXC@5-;55D5-W-ni~}lZn*JA!9JT#xlkf;(6L1VPuu@`)B9vezUU3{9hf;<=cgY z#b@k?&R8kB4aMO^h*m?)AYrJE0hJ+66Zdx!u;W@?X-`eSFDGqZ78?A%!#htb6@o;QfXstw2Rs z`E_r9ESZz=y2I;{PRmRlyP0@>y|Y3m=;S$RjdGdk-l`wf^Loq5iV4}))y6pAr=cE*i$ zGdJr06lPd({&0WiXzuq!dIE?!)F-u0(Uw}EZ<9Z+^1yUFEa zOSv8&@`yu=j(m*hLJu=SU6!Bd6QO(~r{U(X>Dl(`vCU%G15 z9Z{vSI0;{cEv@>)25I?Zd}Xh%+}hn`Fuk3YEA2Fg4ckqrj~C%MLN90(3>`$!Y%*Gz%&8k1)LO8WInvbLMsUA3SJt zvg0~R74t5wJX-G~bA11sm5Zp~M?A@}BXhEOK%Ad*(jGtieJ~Q{h_~5Ocep9KDV8D` zLv47TUUu)-A>G?eoj*U^@c83bu>sRg=!V7LE-jTe3#~E=UPF=+fAhq&6Z#EGdJxj4 z%1~TO#TXhq2QCi?Y9_qbUpn@ggM^o(XJWD!Vq6%xOW;|0Pgp5jr7MU^Bot$a7jOWf zD~I(O>}H6JL`Y0Hxz|=B<$g?!j{KhG(ywRF5Y>kocl^$s8;L%zz}0CljV-I$q$Utu7raC0)v8bT`C*{E z@X5bgfd7jqtM&4j?l0#=o~tfK%d!T+#?zyx&H3m%CS7e7&qJL#X#t)Llw+@nnVIpb^9%o6Ipho$?UgaJ zzCmw`SuhH}SW05$YQ4M6%k)mu*s;rPq`JB#c&nHMHG+zWC2n46DF}KVa{7EK^<2L` z6@h3eGeE@0vi+@~IFczd_OnNXd!(YhpU$GsE;SL^K6SAR`=@IqUrJ6X&L8aY<(_@A z`dRnD4k>r;R6GIz$?X-b7MdpC85Cz)6BYoa6}on_XC((k^^`4OndgXwmrE-RZxp&yJi4#}t(6Cq16><&h~PPokKiZv1%Bc+ zHG+G{1}tzm_|&aS)uE$-VYe=>E3yg*yB1;f({1xm`^KLspDP|oO#4V*&c)=Tt6Z1% z-y0iW#a&5ANDy}nWRh;a}ja`@+|2qD|@vLys42s8#e~L)I~*XVdTROOsdK zneF6gV{_=K@)gxJi}STEA!VNRuJrKlbE8P8LVScEqM}!p&Q$BjKMr`U-2DDphs!`- zMtyu{>PC-(>NJ;FA1a+pZ1L zOwX9y>5l`!X@9K8g#H&v1+w7aOtceesi_XqtvWaEswR{(C-13g0B{1k5~Qr*qYsUU7uT!el=dZa{sBXbLYyG-fA#VZ|GuLadM&Rk^U0t zz-hhYN)ikED%+qjJcFL1muDX*vkOkfh%sJ05uE3A*u}%!q!RhYv^2lC zOt02)_Yd<|X>ZXP#m2@iUqMkX{_fqo{eCdA!!BpBw4b7%@4@P?l$egH%_Bs}p{f;=vdi7~~~CLqZoz+9pB-+vYy7(@%N2bj*L-440fs^f((z zNXsr<6oP(EJmXu(HQe>sfELt2KTYU8sHc&1tFd=hAl<>nv+B_Uh&H6EcPXLD$jQY~ zFM7?sYd5gFM53%FE!Qe^y@*E~o5^r`9a8#_vHMF1ItilZE5=Fu6F>XZrd1y+p;P)u z!V$o295)|NlK$PVjoO8^Qs*IlaL>z477j+AA-P@27bd~NQU>=x6RfqkjfAmD(`Zsy zNtSwOjJ@8mCou&^8*6`8=t=Suh8|l#js8*#3O&cXKjw8vsehJ!Nd!Akz3jK6W|Dn< zjmpDO)_lwu?s1tW0#|aU?|!X*kDQ{LwR6A*eY%%o_%6$Djsuqd9tE2X7w%bT8WtQQq7>AS5Y%Iylj zre3_a>|$;&iA3TXDdw-r1?t^CHd)i;ZTZIf$+r)V9eU@N@L)t?Rf-(zW52Pef8S!z z&*^{1y$f$-!}djaHTCs(ii&kQR=#*)RyIr`d#y~*#?fWvsgoyFw6qq$xR{d$m13nD z($_7zbGL3*78apU?T&dCW;w0 zd%kHWkz_~R)fJ`!hX!|*yn6NK&4RLF2l@|8860*yEwH%YNJGrkJ8!9@1oj>?jU4gL z#JL=%bPCOZu2Fy7L`gOo=HlH(<MRx@1x+xjp^vX?{gsEr(Feq1S@jQqA^ZL1MogoxvttObm;z!QAa0loJ$x; zWwj1Pq?t^l5zNQhwHJ?V{_WLOPHhHR@~eJ-?lU$t^rOKn9>3KNDHO@_%)8&YjUY_j ztx})C=kbDVFpu$rj)^5ARQLXbw{9G)xmQttu4}SifR0=;i&-^2E!@fbk)D&I^UA2t zNjH6leJcCSaJ03Y5*Q)Za`HB^wmm>eK5#K2+Ci@ooD;O(T6C=pPxB{0tYb(VD=``M z03GMK%f_h;8)iTt3rR>=b*|o}(&w#261u#3%XvR)Z(3~Kn0XQZ0+QZZNKq?t9Yq6D z^*-!CG1w+~<+FJ(!gWl5qEB{Z(TNjB*l(+8f%6LpKm&7D8oUDA(_h=$8jn6RH@Bok zK3^=UU}Ybf-dZBj{Y!p`Z;!p*P}%ii3z2XQqIV{wKJN7VOXsFdpZ?{M{oY#6(T@!c z56SyGPgc@N@|IeS0>_OBp}fuenLZn_pp7FvotLpbkqV1&&AE*)GpoR{N?sy~>7uJA zQ5-NZrB&#-{h6aUPlusI&-q06=@Yu8b})a6LaWESG8;55`3)0&uW|>YRa6XVhcE@l zUO3A1&r9?Xi9>+e=HxG>bBKjwa?VR6I#Ln2e?;7@xG}!d5F#SFCv27%tU0w+?PhU9 z3?sjlsbf7HFQZ~{mrOGOj9$ypE^Y>x_0hX)mb6i?R%g$it%9?x_zr5uyKfd1)_Wv! z`C&<44Ff|%a~GHRJa;IaPJjHdk2)0Ux~j^`XbMMl)Q3mD zR5g>eY0M1GY#c*~dAP3qwyA)RwBKJ6HrFD#d2(T?$*~;C0lQjxTj&&^%jT*lw{G7y zhMd{Ickf>E6zT5Wvo?l{XrZju+A);&4irTGnq4paePiAC(O7&WJD0rL@>cE63Z&wc zl}64#%s=Dl6nK*1bpg-{RXl>B1Fu1lhbFFxq>04&>rb;x>t?h>BjjSeC^NX4qB+_) zlOGebeM2jW#`zgiqd%3c#4?w{V!X)GH*}>7rkqU0rzH4itLhuk4$GoOpNP~G^LR@xs)+tSE|YB|8YZPN?gpDr8cv~j34 z8-c0xXXz%q^5ItB4Y)7z7L=pz#Zq>1rd@nqqTO~HX3ijEIONk$d0-3lf!&T3+5y|q zl^Uo1D}p&4v-iE~%9RT@h@;v*^H6dYCNA6{b$)ZxZ$Q=3bME&!<9s?~3^%y!rm=|9 zSKV{_16uRHdf94+sd!oh9t!vPVi>J3U2n=kvqc>w5e}@ZP&2lDn8kR%K<`H*pNSsM zQ|oH?205)hGGFA1#887S7PUjPBHES#6M z?V50Es?r=K(y|=MK|+uTb&Y#ei7+vWT<~<##EHrZ3NuK@OAs=+|NOB}`;ubZhOXVb zyc)v8!aRVk)vhS|{kQWAFN-4$ z%-Px8!XBS&#U}SVjRmt>E?ZW0Ow~}xZ5EyDERW4iXBkz z#_ybt+RU020Pj)x?%lEaGSi|fZxs#d!j7EGzT#T&^{Q*krOiIJ2hK)^-42{5z1S$R zW1QSChjmR>)21sJJa{nPEulIjp|nf;;p)pCX)hl0?;eVOza)Jv7q;Q+`xL^V=f{y@zj`n(!^nT6u^BcTrRJunOP* zS)goU*C}ca^Vpq~6Ej6BeD)c7vM89dWe^J6FE85g;T1(PY_-Qe7XRY5dbM(?hs5Z4 zIDN8JfC!2mOV6~PZD!t`%pttNy$(}T6X(1+IUCpHL0LUeZmb>&-3ACpbxgwD|Ln+R;6)K2 zG1Sst9=?f^!XXX!lfrDx}>2MVN}*3iFKuTw+?CvQ$)V%2;BXGdvdGv=U7n+(D5lNXv8G}$KmiYX*=*zoj^Z5)n3R(gVZm1i!sBqOrmP2udn>gmwWM@7TI#%tb1&czHWucrNE1Y>nr7y zN08veV+hY!x`YK!8PnrT`Qqb;4=5jY(P+CC{-hb^N=6SAfI@~A1_Wy_XWvle$)q5n z)dxwIKoDP~?$RM;l#zSim~h2+MnDEIy9e#UgtbWzU1^D0#!q6c?$7z0jCkN@H?h=4 zZ|jtOR3a(RFE@=+)lz##FQN|)fRhk$i!ML=^v~U%Qto^RT5=rS+Yd~p2kTl&E}@mI zu6_vt%9rC!KZR{mGjar%f-NTHXmdlZc*zf&I5Bng?x->WdpMiNI;{#;SeVu?fhias z^rM*19G=JJR86Tdq#J83gQKl5gK|b@%T5#l@w| z^sQ>|?Ht(e(G$bVrVDR{+zTE&XUf6eQ_7Y2k!=ZluX++9C6J~aw1tuIVR&gZ~Vk_T-fFqZpNW z8-J#B+0j%#^uiCvPlJP_>(sR>tDY^MJNJQ?VL^WU)+gVz<1Q@ys-ki5p)Qx&a@K#m z?-{f~J^ak4RJD6g4Ex+Qf6}yg*x<)WY1iz4711mpv?6mfQXXTFhS*M=TR8(Z&Z1r* zp1AOoBdRRorI+B|9LcXpFL|ZhZG-ySyDzmp91iFF2tJz}HuulC)4D(Gqz~_F%=-Fo z%slenVy475O$4ovkFAYHEd12Vezg9IvJoNO{BAuD$K<<)~u||R|qHTmtQYVr*zT!S4&|8xD14-f?`X=oSW92ez&x(vA zI9kLioi!{NH7~7CWqTNyhHTO}3Fe9bK#%|;SESA)tvryAk?0f&R3p82 zM`ZN3hgW}FMjXv7nXu+N$UxZ7_|Zw8d>kQ1UUs%_LdHiwQu|XpOYQPB@yil7_PNB? zj5uaEd-j9Ft1{y{$$b31S#vS4cF$?K67`j3)>H@6>AiA$`-6r?3s#Gav~)Cwji3s= zipVu3lJ~aF$0kWiu!7Y?@0AByA2@jF(k0;HIA~$7jT@^qMk*-WbO;*rsq7uMfW6%b zvWwT8`i03?1p{$n=YV4JWe?EP&#pjeiDcjK@ta!Z$C9i#N!$Crq;RBZU_N8UUp9>e zT9=Nmf7y|Aeg3s;*S!4Rw&bs>q%9XJn}0WTulx{6RwVJuVO*atB%;;B&!Jgx^Ypxv zY)st=F?zf0fBjXNR!)de!B~x)}^#cF!nNrmio%!D+yw<`G1JN zwp~d!A(3@lwd#0+=a@s&!Cf5c3I=Gs;t^v8Eoy!#`F%Mee9h}Q=dkR1z(a>c8w@Mr zq_LP{eDd?Q7EO4H8^HaX&)l~l) z>-`;&LWrG9!7>Xv2W)Q09kMr;F;!K$Mfw@}7gkywW+ zTJ_ERTx@iCW5YRQ=?O4X92!O%DOX_FM0^!ADQ8rP(Won-^+&{SN=|-A9mjX5B@n>Q zFF9scY}FT8HedU@f3E$?6Oo!eVSWxrqPRUoLxS2M^&v*2U)B6;=r{nINuJ3DXL zxOk)oY#l2$PUp{$#*16~`&x6<(bWr8pfETGW?CI_<%;smg$Q>2_UtKoa1Nrh?)jB; zCWl26tq!~yekpAs952D3;OWz+%hQ?z$AADfYJ|S^hU6vC3g|uuGiT@Vqeqob#-pud zweh{9?k0<`l-P*vAvgu2V8|&yjh=%}Uq3hg=Z~^X#%GHn9}#8vm@#Iw7zw&roeaHS zb(3qtm6KvY0><0*ZC)jVIyVOvwm~h@71q^0-Ty^t++&+u=zmA+5^{C{O|hv^#yk}e z2f7mVI5a@Xf%nV?*N?V=k?Qusqs9lkk{SE&aD)LC+Hls z3Ln3IeSq?h$*SS@Z&>tI)zw2gbm*X=sd<_u!!6wTvH{+`jxbEFQ}y@Xg7x@CgJhBV zD=O0)UL9OYCsco)g@IrL!1kg0_L)YEX`^Fcn|FT)HE8IM!VlimoTX)DPqJc`amw_e zJ+{F@T-teGw>b`!snZ0fL=FhaI&9D&9gfxqfcVcvn)SI4A6l{S9={Z;4H22J1>3;D z0j~5E60KbF0;;QHyw0+(#ebkHb74e>K$0IT4cfJDPw~Wnd0a;)DWZoRVUsii(-bbi zm+W7i614|A1NzJ9*C(CF)h}KQrcC#8cAL>ZTqtkw#v4JYSKU_BL#eQT3UYF0@&y7Z z!*+Jo9whETXMEMkT;V3vYtj0tC(g^h$XNWeCo*bMx3+6IkKC+RZCOTeOzEN((JcoX>-8N77h;4MEr561K=5k%-?iJ z>r()s;3NaTb!j?$AgWX(TCU6xZDjD|XUJ5W&v!aF?!_*XcLyty_2zWfv3K55X{bZr z1^iljPUHWJlDBphC|P1_zWwFwh*$)kh9Y5KmjQrotPC*`R4E0_d2E-Yped)jwrSm3ZEoMo zsi~EZGV6Uk6%DLL=3w4n{A^>FkfjCM-3nvOtMdLMj8EPf;D+nHQhqjb#M9pYx|N%8GH;;c-Ex5CpkH=?DfG+ z&sR5X&zo=C@%EEUb0p90ud8Rkkmr30?b^0=IHN$VKSSZ5>S#lATq-O9J*?U~(j~zS zuPo0ziv;dfAEttd{+gpmrJ`U|Tw?~BtZEp9G<&p{C{@N|7n*l}1uD*@OP3z9wLH+G zhJ4txsbR{K90+fq!Ba0tJ1?(iquSF)Xoftg(D9+E+rL_X2e%$S*08^^gBmlaz`>P% zEEP1<2E|Bq+0$2+uVA;Rb-J!`_QCLadqZPmOMq@lreVba)oT{og_A!84*T>}XX8J4 zhU<#aat)p-59ZF(h(0I#*57RTG?!y``z*bVZIm4tlGnvln)z4rGpmnnFh)>`*P zebbfvr)3vDA2@)&ea4;1MteJE4^>h+IqNnp8}IT^nmg?IZu!n1@!85!n9C7Jkf8j> zR;)*ur%=@xeu?NSDhfg`gCj-2fwGsls2quD%2-ff(M1v}yKem4J|&YjAMS1=*JVTY zsA^BOX8da?yY1exak8F0va871DdtAm+1r0%NK!3It=khX;fEO5Ps3b5FQUV&Tj`fC z3p69Dg}A|=6`1?Xq*=3P&)weXv1=;i!Ck1OpYMEKBIPcKmKOk-`b`dqMP&-e_a|96GXZy`}*m(7f$|Px;k#W`M9ic zK>qLN^W6`9D%s@!wS2kT*YX92JG(!e15ahG{HoVEXD&4=T;XrOvU*qA z!hD<6E5l!H-m72u_NUs?v$16>f4YI?S#rvt_z)%Id~@5-Xh6F@Jp>i*Zz_Pv!3rHZ z>{K0d@XlmqrBM&nT9zwRpLA7HF6~DiU*0^PL&e34Xezkdvw`X9>Cr#3_2&o@2-&Bw ze~i+n=|mZO!37n?drvhS4|hH2*J{8`hLy57fe_6bRJlX`!k`bVaREO>G$)KXQ)W@? zowQ2tE{u=m8EZ4Ly0JDtpORF4d`>OaN#j`NL8Hd+g{UmW>J~pDjH2euTKTZGn>{L| z&Rd#6pH7gnl`d9jGrHoj1zRp`g=ohdj5$Wg3OpuDDef2)lN?+)YBJ>kvR>7kAD?SO z>NI>7GItHb=sCa^jqdEAhJYs#R)E=&||IvIil2;Zh{Q}5~ zHc+`uw$J%fL@*eh{lb=G3{N^(LBMtDYK0SjLlxFiOWjA$k5F?dzGCcq82>^3a|%?p zwBO!6dmf;aOZt4c=*}GzTB0l{EG@!OEuaEm)@RD54DMef83ng)owVIHGi@!;qQ8b) zbZSY<)l}(xeY>|HmcocLUmF}v|D*HIZy%JN3YHMG5TY=-u_j6ob;-8ZgvQN~8moo5 zc`*K7k(pV|1o?mk2v1D&%9jW8oqqRhel4()QDxF{cutPZG#NGi5G@Cv1LUI=d_W&u zV;GXCXn{a(-O`)9;qzUBn!C5R7emK8b?tf|HUC9io3M+sX?Z5f2KmN8bj;TZdCC^MHf`F-^zMBi;Q%?U3t0WT zUmRs8h~VG^DzM^DL~7XKe0Ysua)H<&j*YaDY z0_$5qU(*KVr%82@Kc;^|rQ}0&Dl;94!g}-njOYi=-~4Yaztr-t&3tLgztTb93^oP# z7iU`5k&DpOOefuK{_D`5fazzE-_?qYC8^a6C}YKIQ%%GS5DfH(cc2Ki}%RN>rFHum2D!4s78c z0*4|BNf@@-e@$#&D85PC#5ewI(F{dFd4;|$6W9)sfG)hkhU%l9qMA_kBz))2ot(CA zD=z#~;%WMpGi4mpaL6(YgW)8Zsd5&Y401ySdi3vYEep|c0B^W0&VhbH(1 z+-?SdjWt68`)hvPQg2syo5GgE=-vptqx&U1jJF()Y*+f*Kg;sX@Sp20N(xW%HfdPQ zPd0{&PsZ>|M1Jrm6h=sLvPa6g+Fz9^hdziSLmY9{kD50kJv@two2em5m9)4Px|JVn z{{3m-!c1=)1UN;B3&Fk@#m6ykmKicpdGhwNW)-$csDAfuq=A662+L-rU~jh{LFmVc zE%#+Q0CvE1D|QK11X-^qQ!f*Q1u+6?70Tm3^*?JC!34yhe)dS#gw1``ist1ciC7>Q z4}?i2Ggn>tGWVF(pS&SUqzw-Rl?TMqKJNpR06rx3UyQ0r*6VSTo**1r3atW&l4KxFS?eh6eJ`qpnG>smqhx=*b@Nx7ZesuMi=r{!m0tx3Gi6S%|CT6!j z;QY&4pDmtZfS&#S-V`-Pu$a++-f=tfPwY@u5!dQK@5d87!WN;nRL$uCi;N62&vvv( z1=&mw`4~ZfQ1;eGaaY1*x4{!8Txz|rf%93UD4&`1UIVIOvzmhFzm&P(i6hFs>fN$t zly98z(`+Sa8pW1I@D>yjGUrwz-yqPvh$CWdFJ$gan)9!SBZg}6F#3l%-AgFjUid7k zN5}*wR#a1Kac~`C0EH#;==rOz#0Z(7NCA=V2`|8Wu9#pFSJl2t^RvlsE20lm&_>`P zsG3u3HJZlTaG`2*D`KcF;A}4Bp{NY2Rk5tE4WWJl6n?unYX;k{qMy}WS&b61d)vxAf_)26_%>qV&F8=Lxcs> zGZT9C=n)C|@>-mWEoBe2BIcB1XQQ{_#r9qoSHGAhN+jRkH8Y@+&~A`&hWkJOuFzsO zodRoz_r;7c+`bGc4?*Wh{p+{X93ZD=6QR)cs0ASMpR+n(jkR~GS8l#K@gE$6U` zVZdT2`WX}>WpN~vW)B`0GA`K*2xA2A1)a7mGrDmm!g9_gvXUnMVj9; zk71EE5yD>npm7GQ1qhG0kwtoy&M9aKNtUO~f+azlk`Q z^o1N?<>XI=W96nC$5y{$GlFsBSME4n-H$bkGPVCF{PiW|{Dn1KafgB45h&7K0F+N4 z2sktjefV}UEG!Hpc#6k-n%camP2nDO;fsA;|3Frph<59|fk#UI0dTc~ra%p0yCbOO zv`F$Jc2DzKzrJQ$H|^YS8jxqiB66)!rklC%+z&@WLPGK?1hK%{`iy!-rshz~oADNJ zriVyxt$uJLhQWj_1p|Z)c@6406oXlvRhoY`|7_@}HzQj>1E>I05h{;=*ga9m;oTIl zqJ^LolFSmC_T}uBpA5AZd%W`YgmMdp5s$-rLp2974z;!N*@fwIi+?SQQDn2n!Z*xI zbBlqIT^#E=C##v?leBA&EzdVM`M~U;0HpW81<)ucZZN(mg=1bI=m~a?CDf(Zs{+^M zWcpw5ZDyV&`QybNyhH$@AZ*BMeUk2(An@FpmCWbbfE+;V+&Y#`ep25rnjz>o_;W5C*xxY3(}I9*9s;%sG9Tk?ORcda4l~)!nS3}IOq{t zUldPR@0gP(oix@pyj%F}%Ek!~Gds`w=Sk%T00$MZRSRV((4i0RU_1r7 z0^K)!d$H5_79C8BSUUx7Z~oOo^h>b3+q&hdbezN+QbOTF{a9{F-#|U25WLAeiadz0 zD5{3g1Kj4vc&k=Dn{Q*#Sn)_d!q!!;KgV8H+S~O0Mz_lt2J-frvVM=S`RAgldWlmu z?`-aY5ctT~bo%h-hOI7trQC9Zz90Qrw)s3!t@ByRHYxvk^nAYDd4vO^;Lee(=6coZ zpJ(Fx@pe248`Jf;qcg6~biX}NH|?G3Q7cwgev(Z~;LR#e43^S4Cu*ZCX<3&r2bgd` z(@B`d|2oU=L5o$@)w$eS-n@x)*4X}2bWkR<&pp?`nypF98BjunEUDj=b#D&LySVHG z8@E{sPrO0&>2l@Q*QX-RAWm51pwaT$3dHAZ#TKrY@<>*|(?qbffm*?k60bz!n>fed zMRF(Z4-Jh*s97f-i@SRXu@D`mkC4pZPEZQslV-Lxk2j8|pc~vwWJyL(5sy9?()Dla zZP)g__HvgUZOqh^13(EySJ&48_H6M|xYSbARLo{wL_JWhT1-IoK}gg`bKM#3Z-2L8 z$6VI=-V!-p=2Re;G>6sYtuMT?!4jO{^*g^nC5yh3);J z6O6Wuc?P*$Sy2%Mom2g`TMKXx)fbCN;fi%{DXAr2Gg%6uBEzetB5SjU^vEEX-mrc4 z3pn>skssaKt>uMDYf`K8D|x!eX4B_%FJsr@;)@NxbS4j2G~~{+-c1_~)lNFr-Z3eD zzG?B&pJi-t5jsenMS9-(Xrs^;>I$18X;O6@AFP8baqX=A?RSf;*va3(*!Vu65}lmW zSMTN(taI;#IF2Uwow&@TBt7X;-mhPNnj}?yF7KieRsq6J+I%IRc%=jZ@DV=P-3@& zCr^|X`%G9_tZT5_bKs*QSV7eJ4^Jm##*0IOVwoVu1>A8aet;@0$ZVNWGMQt48Nu)} z1q`~UQrpAX? z-2%E&(STVKX$40n0HL9^;(@1k5N*l0kBU`a(60ADlj#JYa%i#06IMx|`JQJNcN zpZU_Ibh-S5hPhrYKZ=b;IrGMaI0gP2`q6MCS*` zMIFp2NBE+Y19%G73akUfXI%&tH=`h?0gp@hKtYH=)r=`mYomLXA_(0S&HW-E#9HD5 zm03%)7PRg~a_*l7S2957IPFeN@y0DN{bT59`HCTXwd85trI|rsKrSMGPT7S!+NZO! zvb2&BW&KO=Gdf+6;K6IZ)LDv>DKFFt@pUOKfU0Z$JH_A3zs8^prm$Yh-V^+O?K95{ zS9^9--pxQ)4*v*za9+-C$#bQ*xP3_#Nc|ig>sBabEIB4exCK&!GK6g}_NBSCQ$Vl< z{Iw4!LU8B`#R_7NG;IPTdJY$Z$e>kfxZ)5lR+eewIIQ_sw(L!bv|gHun(TJcM*Uz0 zas|I#z)GPMs|eSkUa(QN#GXeJ{x+zF>l9*3@yrkkwHw=#Ye_ooU`oewDvF{)Dl$qa zl3FSTxruKHtqRY|og3=GIwBPZ6=JENRq+kr>mHEjt#zfp>3+;M^l?K`fnpbbbOwt> zEL(c1eAD5oYW_K2$d-_(g*aN3kukj{GzTkS9T4I}9d;P68cr}A5rcw=Lfr!L%KlU~ z!vFLPn^g8+zN5Rc+ADIH=|ZguqCO`uBRnJpibHCSe&k{?rKJ||H%d{YVGC|GAn;WB zA^gEoQfkYqhbm3@A5=H&@!_{e(5EtL&V$1m{_Cbg28~Jz0*C_V9v3}*{5Y?mz$kca z3lB18eqWKhAH7W3TAI$fvw`pq2xt`zM6rkHk(5l&!aj;S3J3d{ILn0`&pTsy{Q6H% z+EYTJ7c^o5IFA)^=5#tmcvtf7K@4U2EJJ`zaI!A9oL)nG*2lDf;8W=`hZE8?i z<$kBw-fm^D;~%vfR3|G*A4hVfrVhGK9|}_uqVcMi?yUuk5>YF-Lp!u+0Yhy*!OP3b znNECB=_CtOFwl$ou*K()OUNd~os}Bxm7RZQzO)MF@u>ao_8t?#guGO6;rwxlFZ_SIgx~Gq8+Bm~*Wp%iQtL_;G z)d)hEQU2vlNaoDA7r_}I9*3 zuMWqX4z9nnU+h}w%p_Z<<|mg`tgI$$N;8py7EB)bi*V!0>DY`t;)siKQ}E$@T32#vFI37n7@;daKNjGudXVuuqC_CFPezNF zf|jYq<}aV0!-fz8y-l>gM-%)ag*uo!5LylFu;WBImM4_E|0%l3&xlx-VFDqtI*y)m zd|xe$j(9i%f))HcA#oBOP;8_)PR{RsMvG-yVyt0;o23Ia*Lf+Hb2l&c^1um{9P<$r6{gG_x^NSb+1($#ULhWW>dYlqhU z*3%>L5ieW#qLcsWi}UW-`j@-yidtB0X<0~Lr?C{OMLmK|8thnZCePzv`QQuUZq+@(c@ob7EQ@$Yuko(>aUG-<9Tga>OG9VS$orK~BXG zU!U`bCoBWl2tgulETSj`D`i6Kr^>s}EwF6x`Cutu8(OM{BFSdx>S1IeiUy-H-ftya z8;47O;J_)12Ksz9)B8aWIv6UR5=`Su|52q-4=)XAkKvDWkKuBy4!~aiCCETCs#(CC zcw|+`X76?$m9cNcNrB-wj=xZKk#US~{;jM+h_})HKOz>xaOszh!8Z_ z{#h-FwRLatv|dp2Azg6LTxoAVM3m^&<*eAfHa2U9Hzy+z<0_5@ND3oKuP31;NU7kg zELtNIr65ooFX6lc*6aMqx^AuAHcJ&r%vr)GLb~wZ^;~$5s~nHwUQmQRdU$ z%|EAe8L!qjH~+n%2IUJsV>nlT%@#Cc+dd;iN+%I%bqLw)yt0;`^PL7$5n(N)(dg*@ zLsY`CHGhmm^51I`ODcLvoR+LwwKyV`O550_%?~4{oDx>pfdk6WaUiGMp8RSdu6HN0 z65DUP7I08}j!tdE&7LL#Kf_23duQRR^@8hkGW%Z%5_@{#np4fRh+^=)WvcI_eYK); z|Hx7;_TNrol6|CweNc9x921cx-?fceWAXjV2ate2!IXzpG1)zNqTscwqSs z1y-G@iV*I?(Y4$3aDu5ha_)4UHMrY36}3IDDy}nfTm0(?J4=HH-~IX~DEY}8zRJ~x zdSW4hTro+AZxN!@Q5mj!_Ds1a-7=8qoj%u$-Q2CIL#2-M!e3K8A`4xi==2q7B;>Exp1vTn({g61J?`%GY5k4*EAlqSjem>zX=%<0MToYJ4Hj=xxU{MKXeu! z6)|JAhsS-}4!m-a#c zoP$IY3HxQ9$C^`}4u~%l{j-`YNtI-C+n?{po)Nce*bZ%+2q9>#M83h`fRQws>&|TH z_P1|r>h_a*zH#TUH$e{l4GxdD%RQvJZL0SEHvy{Ui6P$~T^O}(d5GhTq*=SV%M4S~ z&wUVmM&@i}QGK_oMKj%JOMAR~`Ndmn!(ESO^(C*rrXJR~lK$@XrjcvM$w$@?I2r{R%<0%BiIa>KJ^WYcC2l5c#s#ze3A|H=0#gHoc$ z+vtRS_dH8Iz4k=pz2vjDXVo_8tQoT!ir>-6teDWnn>JN4fZyWr82 zC)aP^?n>^Zs&)+f405@boax>Dvx7fSlD1ed>(G0hf$=vYW)8undmOSw{N@BY=|?56qHNr7$ud-=l;19dHG<`yz(~( z!}-L-Yh22p9=jFX=@wjuDFwY&fh2}@e9ZNBiYo2?{jJDO_|p#H#JWiqIEK*4z@)b! zIjf$gbQMNlb0$S5tpU34njz1y>{$J6i42j9G9~+Fv|q=4duj^K=jpdRXqoGr&BErA z8AsiyjYwshwyHRcxFjY*2kowBN*%Bk3C$1X(FWCfrgQ z(((*CzC)LN0E+qf)y>^dzX$_h`b16V&b>vfwsmyePO{Lce@N`Cn%dg1nu*L%a+^KP zVqNOce?Oq;;lo~%^Io5vFhQKAwh6Bb++(C!hUYI`%Axn~E)%g%*!A!UqBbF$cD9M! zA$SU76o*_87QwObMhiYlg|!$`Lwp0?*)QBrR7vEaV8g{QYl`1uE}dKf`gW@xLoF@%t4vw0)}#4R2mK8Xv5V}b z0+?-Tq569!_$O!D%$XffiPV&w>ISE!m=iiK@+~Z6pubXwg-vrqVzJ|%q+;{$Vo$LIGu@QH^@Zyg@q}u?f0LTZKf#3 z8BEmFWRyi4*5@tw4~4*+U~)0_PPmh8YOEcKOGpHYwTT?RS#i6y6TlPLC2c)^eDUr* z_1Kc}qwNT8ZnO0)#xr8NEB-+g$8{Dj9*C0-?j<{zzk-D#UR)iBNTjnpFe;vwqo|_( ze5A2hy%q+{v=b9(4<0-y@qP1VIg9-df~c_a;XO0M)lz(*kx^%Y?G5hi#j964uxY~K zyQ6pe8QHkrOhkdv%c674q8yoAgT1WtW2~|r_P_q<=QQ;0m zYr&wm?ijWUvzvA6#sec%)_N2E%o)W+&1T=xqk$~wA&mUu&iJ5g)au*7&e11N%8wn} z6DC}k;$TXCmmoevPp?z|cIY*f;EcGTi8r7C^&d4bcBpt&)qYCj+E$_$78O} zYC~!(!?Ugo4ytioQ$DHj!GgEs)qZA}Zsw+W7LYM0F_*cXZ9+nQCIF$!NV?U>^>hE)!IXG+TN{3;E7I9OZ z*Yiimj$6{wyfl=CsLcOo?^*Uh%`?@>Nl6S(LEeTbT^HDv+@hjeWF6-zPU6QoL`|&+ zyw-KNynCG5^mm*9fltdB+8DjJ0aDLJ2GD;3XCjXUFETy2H$8?$&5)M@zPHt%WuZnP zayrWb7iM9^qcC)6uZ_#y+|-amw4vV(A(bu7mTt2QKYOfCA15M$nc|D8s_h(gFF6k2 zy?0cuE5@_SmP~b5K)_Abz>C+fhsR0zXD=&D9fRy!-eP%V55D{JSu&T=i1rfU{_q3s zh~R4LmMyLDVvjg??$03ozs{UdW!jy=+<5Yt-O-hmu#2T7tqAo0nbZFPW3=+Eg= zJ~2Go)68(#?b4~?tSh&!acW581_aialwE^)!-9A(Xq)ZHex5#OPEP{Yj)Mmu_fmhl zTc!1X9U44+F%D+QiWPyBkfUH-iADRp#2Y}!EygtYypAm<=beh#?OovHiKy;j!!>pc~QBA^ZWiCc&k1kXp|*9N_5Zhx!(Yvki=GK>huR3Y9-mSWeZzy%hjt>aMT+N z9#KTiv6Uk>lA0*y(j(LwfUNeo3gNULERM7nQ<}ba!*FuKyFC4{)(vNeG#+Op-yjtg zKV!Z4am~*+a#bbC1DO;%Fkc&mf-h2)cLg4rAM%8QQY^PibWh zvky*pjs>!rD+B^M6u>zn##9WJ^&i}0H<`Nc=g(^$mM#^8xLJ-fSSAhMBMrCwcpxQZ zIlFmd-SZT|4kmPGTABuK%6@0w)ZyTPHe@dk%O1YN`s$`Dz6QG;(s8{8vFu zW&E{c$25f=OPH0QwyOV84R<9huf$-OR>e|2&)H03imHPuYg=+28lTRD_AV~uqe1$@ z+Y#fq=^VJM&XA3Zk9+M`S#kByf@<7b0T1%kD9g2{& zM&kRc`}N|Gczx7i<(X)8TT5u@9d_X)OcT>qZ*Z;`sP_#rl~uKta2^3@Wrk0f(BQAF z{ao`zZw={9z{9#`Zn4EmT@w!i3?xQo-$e<3QL(GJvLl<+o9FoWLfWo@P7?pTAp^|fj9FkH*sYv8sA0#@0}Xhv zB~l9~=VMx4t$7IO5<9Sp@c~zbs@Rc{p+%_e-2Zq@2xrsP*mtZy$0L8mE(ZXJ5oB!8 z8uEeNuZfYC8Fr!GAu}2q{b_3weiPoDswUvn8@Xc)vjV;t5^cOEESTQm- zvUbXs&6`bpUUjNyAKtxp{GO-T^~(qAroHNCJ$Iv7Wpbyt6@T`&Xys!yMG>j3IE)!K zH4|Qm{bG1=!fjR(c)4BIu3c;D>cl8y9^y9#Fi%^g)2$aST*zpzto-~=a4SC@jLpq^ zKpeG48yXuQABj%p02z$cuRHs9#VQaVx3Pnw2(n`I6+u?fohJjJ-g)`*B&J*mhyzce zKOkbNg&Exj(U10u64n_x(rJ$E(P#=ZPARHrp!x)H*^&a0N6p{>glF}`lw!K7tdTZz zMT9TkPmELmCP(fj?$-AI@!;Mi!%Mfiov)YMb!)EL)k5C)x>M%N609Cqcp@-VTXw zHX5u%8dKs9VG4cY)~)uV7G>x_+25lKiw&MVUop|AaU8>jI?Kqg9zEqFUphEA@SfWv zK@6U+hSCAQzny>F~W+BA0lrI7-8ubmZXP98skZmR&~+~&{B4QI@dxxpRZ<7-7u zOY4x)#nwZ|jg!Vy;BH9?9(E7cpbj}QaZPK$9R<%$v{Y~jbEB0;jOYrg&%JYJrjCvT zM6uJ?SHkwZQCcc~S-9etJ|rFJ4b0g>TaQR2A6?x%g@VI2bcln2B4Vi7!C#u>&&!E* zVxBB`w>!gPUAa4myqpHI)ifrU zB|%&1>yU@)4ZULg_K5S#M>F%ZlD#w4`?Qd`cNQtu~acrh@>f@IjbbC{@p#VNpYg5!NYeT<kZU$ukx2i`hm;Zk<^IHSn_jKvcJAU@Xsr&S81|4u+47`wC$lf%FKXQ zw1gyB%&!CV4pko|>#x}Dnn*_I-t0{A+$%>xCHcC~Yr}%nP2q0((`U?x`LgiY$c25_ zA?umV1mDiIFM0JQbVd>hla%Y_E4Cl+RkV4Qjg1_+jqb{oBUx@kzi^mZT^ry%?_^rQYQn_@7}Lp7h=`tchCAVIA#X^K@ri>ZBbvSE=cW; zpP3FQ@dLxd(a*I7^Yr2rO%$mPI~x1&j%dx6QQ3vN6Uby&wjJ#`b`*wi8dSkuaW{)2 zD?7U#!kcL`v0;r|)z3;zR!pFfIE?SzDuNBlW}XU?QBzZkh>P2e9DmT{$-hE8l$4Zq z?b#!Ij#1K>MJ8BIT(rKd+S=MWx8K#xP1=A1$9HRrQCi2IJ}uHgelgUBqFp_eMmh*V zLJSG{sp;)K`?A`dLzOW}3pQ5$`gM{0r=XHXd zMr+(V1sU8*K!4_V5%T;C<@)roBLwQ3nB-tW*GeLQE|b6zRcz(%I!Ya^xxh?{jyxLd z=NA{-sydJvh+$dGHp@o7BJoZg;>73y096+EPd?2-S>7?|o8~6zaD9cXoF_<2VqS65 zjG?@S^2%uLr=RmV?SqaS381u!tL+QEIoNV1b)OKg(=RA2iz(YkYdbJ*u%~agDWwn{ ze^ac3`M+Xuo0mBna+nf$4;Z`OFF%b~@M1kD^QcW-RqQVu4trhT`D^}$Rd;7a z=Hv4zuJ~%A>hPB_r}Ez>4?heVx1KleB@rfgat3rIOu7_PND!=u2T8LVB}5e(KEdxN z*dP>p;9^Z0b-h+>?vb$KJ8?{x>{bkzJ@^T*b+@$iuki3*D1Zmad6H^@!=M4=7v6MD zx32P9*d`;TGqCL%#40@tYSoY~Ct_l@(}rwIJ`lWy3Z_`3^r;8^x*qoJ$+^O&+wIq{ zDA-_aWb@=yzH9o#jFbW^$IO)BpMFUBK3wM<=9sW+xSY7Oj(^|iHYl6^w)XE|wCXtU zp|@5;+M!_Y5jN^GW;jxr?Le9OIuk|F|4k7mKIDEj=LYGGA91`hWdoo_HVBTC0Y4{q zG-bIfNB6Mo&VJ;WT$lK1yL(e+NLFs{A8|7}5asYnbAKxs$9IjYy`-ALz&q0yw`JJk7$4M(7G0c$mv^qI7|aiwcXj z4ao?dE%NTH#qGd^47(m-erL~)po8YT>%)<8X&^M_xAq0KK*Z?2T9oNM%wwZE>5rMs z%WaGOmN+@JC)Z|_P-{|j^KOo58@}B5_#8^Jm)t7+=;69n!}N)Ehukvy{Z~_j=B&>u zEIgxcjL5Z8z3FUfg6<3j6QXCfc7$K7{2_KBwcXJ)pEFUa7Y~_sjy_D)4Iq;s3vR<{ z%gH!dL7fr1*&q!@j}5VPi+uU3yy@3Kj@MC4@Udejz~Y52c!+jZmyk?FE0Eb6`Ys9_C5Qvhah`;3!3ez5C$74(iS}$Cad{?oBvNMm^E3 z@(A)46t}JV95^)$GxJW5GH*%;P`tQ z2L?@?*qfpolT)SxI$KG|R371)0V(?ac+<~Q`nS=(Brdxr-?m-57f==?5gjDL{2Blp zlJPEwbd!-SJ8^rQbzHkYQuWsFU+fQO=lu<`?G3;W4Gqoz5xToZb3g1bX~t9zbSe+J zU$=Da(nSP80V*lp+2-yW%%Pj?>%80W7KbZ>;+w!_#yoH1P{GAJ3w#WfY@RcL$p>&P zy#@_4qoY=>`+Zl97x&Kg*Y}a#_S4hG)NHKp)DbgF#|->KHzx8&z}(Z%TNnK*>J++P zWQo1XEkiy)%A5aCtE#HH2F&^Rofrsd+g?JyaT|K7cClWfNS=X4x{DSKppJ;jR)R|_ zd6KNxWHKYL=n3sAkGYxg2yH*1*Vf-Yp zoY_FQf)|Vb+EpXiT|s(iXbe1d^W>>hJ1HhckRM=~f1T*7aQdpmmNz1XK0)vfvT%s( z!GU;#z|HUt9YF}mdE7p<%PIj@y8gDD(TQm*-4J#rlL~DW)H&5|c1+B5{agri} zp`CET%EN}8;J`Vc?m9Q|(kSFkeMtob%Zf;4UwC*2cX#&yrbn~O)m#Pt&-xZ~7ALNG z*|v3?HfDH?2{24xa}9cW8X{DX$$A03x6q{;!RLykLIf809Xrx~G4%Z&y_{@|KgfqC zV)QMtYFNXpYu8%QN+{hZy-U0H#f_c2cJJN-jG?DU!Q|QPJ9l!3L1IugWOO7EP&{e0 zAX&Sci!Lh1>*MoamQAVLSd8?b8xCeW@TR}H zOR5I030c~3jpwlWXwz>&Fp*-l7XwSSRw}9Nrk6#A1sZndCIw$@Q90l|=9ig{o|LQd zjF=+kkYRta%`~XxLKL^(890rDIElt@>}E1@x1B)%-i<9w#%Ay}?a#CpdWuOFQ6_(Fp8;y{zC=7RLHGXb12qC_`k3fqLu<{HHt8X0-fyh8%fkuSweM zS}C)bj|*Y+zT&W&%em6rgc^Xyax1|IHVE3?M6IZPp6%{+_3h z$_t{fk0)VQYtZ!l5LVZ-vLdviAT8nGVUCOf`^w3+@-0le{(&>V?Y5ry{m*A#80vBQ zEr1MNjcGR7hK$_6No$qqR+7Jd7kTB^KupbEboxP<8|>U?LUho#)l^v zjtr|IHC@N%e9Q*Jh=U zhleQ-Qwn4fSRDA9qa$0nWsACeuDW`4LN4uMD{fbCzmA3#$WmPB_U#uQJ{gK&W$lL ztVVzq!s+ITYYy*D->b6B$o4E_6^kuuRJ`>}KcNjPE2bW04Iq#~cYSd%eHLzn?wP3| zy#*FP0g6yp1Gj$gZq=ThZ@s)@{B~7X-A6$|P3!v_7~H%WS3l_0g}*v4zPfzn!70t! zq!;uXI<29@ow|0nkJgC4GedXYtY06tMm{VR$EN^J9@~)%koss*rLAOk1XUM6pMGc+ z@BiL$wuAeIs~r90@+2o=4CX4`k38GKi4O1h-~#mUt-n8z$jH+SaUsj{^){(k#UU21M2jyYcM{~_Dk)oj5p^AQCbt6*T$b;@KXrz*g?f(bF9 zA)Z#WrpSvn5;|!q`}>X{Xn+A2UQA-$eYb|v&hf31G!Cl zdb)kS@7+WD|7(v}S%p+VZ4kYPP{aJ>sx;;G89FrZs*@b!=whbQVLqH5@`aWWS+_ug z_@wCc+8KFyc{iDK6ZZv_2}_r)%gp8d=;*|k0cqOlmz9;B<7zoeEg_38PCfJt;#QT5 zhX^;J#eOZdi2%(ug9kS@>3*v%6A5%oOq!B}Z#o37)`~x~OVW_uMKygxe~JuyckZtB zi#vbyjTdKEi`K#>09JkBsuM95e3-Jd5yDF0l>Ag%Z`{3m14k1czSZs~Ov>ODGw8z= z-lkRW-s1p_($Mh%ORMrdH9%6Rr1#J}Ce`=k$*s7L$&f>!l~dS%^Oh`0N7w@Vnfv^? zE?j8ESG*!OT8r4B^5)GOiPyY(-F&7$&H!GcIF=-nY!RSHlcZw+(YzD-JOMvMJ>AL7 z&hE!vukWGVa+cg*yY04a{Vls(}iv<{fOKR5T(_DGjy7FIi(1Uy;(q%ynu(C9kK zjEB<L!T&j+4FI^`7lQHFo;9uO%{ayGS~hV}lX zqS4X$st%9mU@4p?dKuiCyjgqspj3kU$QqKkTVA@nyavQ6v#=V+5dd2X$T_^?u;4XC z6lXk$_P3n@Sl@H;o5q1!7J-!HHrL<_@DnrZ%@u+Men;$gB9|Rxb~}MW zwlU{hz;5zUazRTj_eBwlCKhX#9V32iWL4G68f?Q!HV6V>PAoHI5z1G?=5x2|891?% zL<|Fm^XpMswdo-*{SeXA_WiZrdKs&dj`{DitaPzAb&Sa86RRjvz_I zy{M|zT0eyMaQN7<)i!Mm?iBg*0(h&FS|0j+`+ik3*kSrebeIB)ood`YClHpR7uTB6 zA$zH_=I`GVG!J6VAe?MlL_ng|AjDOL1`f@j9u(G$k|kuJWyOu~uPKG+jjVK;X0Qel zAeUNv-n@C|5dRc{sD(TIdvWMcBJ5??0c5P_eFM9LLyu;y$96@5g91%3O~Oe7asZN zlP{~uE9eXF#-Vp&@mqD1CGY&8A#=ffEi?Yy#isTMS7PfR{13 z@ovIFG=-u4&%4~z9&w06b=1%Pa-|SV;1#~0!U9|ac>m{0LVC;H%>X(?qGV0P4=SQe z~xLfNK5J6*a51VZynhryx7)ey(GH%9cb zhRA;5`t^EpJd+YX)0FYg@@4Z^#pVGQ1;ZTU+yONhDFhYv)-kt<87SFwXb@?s`scH% zR$MTFwKn^(gK-Rqs{#kz?$}TiJW~&y7=Pr?3##QW>lT}y+QgrE*rQzDwsU6->Q*{| z4UW8^0ORAmp%uXze*etn7Q9p4uIQQ>CnuAKNn%?U7Z>M#_)rh4AqKRyq~f^1(a|Pj zK>z-d*@CAuG50v}KOctt4u?qVy5jLbG)zUoGkL}gKM=ieYI;FxXeB^35lGnW%T*KU zKqxKg_W7SNLnmUvg}s9sd0LmpX)T{tWzEm|Ct7xIG4SvDxtD?>8~9soGSjH7QXI6o zq^dI9@l?yJ2V(loG0vNmP-OAV;YyF*zwao>6yDasc2-mC#1DsSFEyN9SUj-j#Iq-T z|4yFSVC~27*!}+TV;6^yIIXs*PMAuI-$z>JIf?;To9ZC&>}w>8jy9Yip4u*sEt>S0 zw`zWs9+Zai5tkiVTtd%*>QAj$ca) z>MKNZnO!b`-S_Vv^1P|d%kWr3uVFZEK}3MBWN-3i5CnQI08>v0Fc3(WmUQo|1n?DE z#R@vEJ*qSevG?*a_hM)pT)6GA^Yo}?;5eD+e7PaDRUVs56b$@g8j-d3PdKH%y!=NG zIK*m0hdCVjS3%)j&9fzN9juJ>%TFNwcVO4&6zo$>$V$g|QGXssSj`rckp% zMOdzQXSdqIqSU6p)F&=ZA3>E0Eml<2mrXwt(PRQFpRxKkdH@rexT8^{kadVBz@KGk zJs5_f$Wg>GA-E*?xNp??nhNYx278c7d<75yw_KuHExby_JM^3jv9S@EC=Ilx%RUc& z)zfNs5)24#-*tiH!GfkAs%xzbcW|&un0UHD%a-*x1*Ab!MnQVGzL;*GHdWv`nIalug6~0gjQi* zVjZ+156^gxJ9p7)w>s=Pg}TPfiylLX!JdGF@N8`67 zV5@izRCEsa3n`ZPiZDjp)DKquS2?S6GjaU)HvqN$*o3{iU;0y2uHd1l%KcH*9nTfwEOUjJK5Qp-J03CT=*@W zb9qIpTt8b|736R8$j;HT)}^m39Z6|tyjuh!2Rji`5@>THLKkw3T%;eP4?FwcEb@1r zMM4NzNhaZt7sfF!>jcBc=iAo3dW)rRGx!(#e2gD0$wCh;=Kmo_>TqL*RY*OK9r9Q(LRabl%-(b4d9ZV|GJPA`Zr>&bf?Xp zy%xP-Bcc%_C@+HGSS(E$-C;EqEZs=dJFWL_wu^QwhA~KnXP{t8RKnT@k2&xeB??W2;;^W%)^g)gaP{NU4k>mqTvgdLBA8 zv*_mmgd+;Za@O+W8+Yue19(M4^ojfphX~2amCm|$Y3YA9gbisI$IfWff^g$S zw})9wfzKB0iRdyB3w&p)8F6wYpR#FFLxHS7uYhd&aOt}@6FrcJPX^->{jGDttvsIR zWOT3#YzLIM@S&)iR2ceFr%5LTjhxU9yh-~xLM}0(ULX0en$~YAWk_c@0)azmk=+<} z`_`@VP;9xRm#?8%Dfpkd4DTVY!|E zkux5E`gc@945M@Z-Km}|SBa0PP>{G*Vr#s6n0&-^=vqmXs>bZuBeZ7sCUN%d=3F%O z`rd@xpOno9NlBDy{?n%`FtHO^dNvkjE4eHR$~+Fe6CPiTF^fBddkT7WQ4|3K$wXzJ zKwF2W^L3qS(FM~C9L_$UwzbVozhTso`}S?^Zr!>qdUsD1EfDh2^DJ~(btPCf#q04q z5Ju1*R0%M3PeQ^5QuN6n+b6t!m@t29jNwZ%?>3F8T_^!^+3c%1Yqgs6v2s}9`Oxov z;*=`LE2TE#WE6?goJNmVkgwv z`Amhl2{YQWvt3%6o>MI>kD3!}e!QE{b1VGx2?nX9fGNl|ls=%xDBW2KwOA#@s3G>j zWHy8#YKweo{a<9mvdvVQF3Ktf7N3?SYue?zUUc*8wcqT>W_2&B5D*ax+D!;))!=wCbX8KrvMQwDtWQX32h$w>#hn@4l^)m>)IB#EJ0K*YqEO#dTk4%9p&4|BWN5B09i%Kx3|Mk)P%9Aox62QqgQ@@!DBPdv~yRk z)E2%LXpTk-L@!MtqwEfU-5smLW^MVqu>f0VP56T}RGf+P^Q}$YOKOrHARTVWw5LRb z5+Y{cbh#kp21QSJexu75nk5-#937_fDIBWbFSC znW(C%>2|yO|5awqTjj8tX^r&HBS zEJQh(C!Hr`)`ytc*`#Sx+ntTh{WyEZvHVQ+_HVw`gxnIyfB~TT#a;aO7wnyKVKqi- z8n7s-$cc3`GR+Z^d>QGuWp^#=$Uss*(SEazgR;M$J-ZwAtUnDP)F>m1lU#N;N_amP zXN)&Jin~0m!PYE4TUzw##HOMyEXqVqbVvxT`}glNW4<2FnN>M)q5f*11lZDiJIx`v z7YxB%^!`3GusnN|n-aQO8&zcafivZ0*TU;gWAx=yn8E@ z>O`(7&dxsArrJFAIkT*^UO+(B+CkFbLn1nv%Bl?O$1^<_K2^zpF7Ygy?XltOu#RW% zKHfX_%)U0Kes(;4WBQn}Ue9JFpE>g-dsu?U*QUSaBddy24py4@VE2XD-&Uontu6Oz zmGhDog$oRyAF;uP z!JXEmoicgqn!8Ji3_dPDvLbV#E7+k>vLG59T}JaC@$aBryXsNignmppwl-t-sRjG4 z-d*D2Wl^~>$MC@6cWU!>^EGIVY~7(_N70U5o>+%$Q1ONVpZb4NQAq9EY>9Xh%5C)@J6#$8!H{Vpa*d)>L0h{?M>Ka=Wh%68jf}_ zdKN(gEG)nkm53e-NRZi^o&5~DcGo;>SwYd0Oe)^cYgH8F_|7eNhlKc|x8Z!W30q6z zfw17G^Mt2vPv15|JXl*O4mcgA7q{xV8LU(1owqM=nT)cTa6QljZ^|e$lr`I^^;fpVjQa*0VjQ>`5EGrs+`sJwZmK1rtgiXVRU$Eku;#p zo7aiPoZJ^L^pc}Z$oPpWQcK|qSl;-Hi3l(m_$d%JsHo&5N+E455RyZRPZFN29Fi&O z&R@Si6mD?RddXyHY(_s4a-vsDEiI!j-!eQa>r4$U3MLpnCEKFl;1+5^atH>=tpVK# z{2-Kk-0S~~3?k06Inh7_&D0~{|5a$zBIC;-pJf9Dq7N1+K(Xm!3V`IxXo``P%TY07 zMol1Pg1y=@5B>^2+fHtUlY7OqF)%~ji+HvVsMMP&nvjozrTmtK?4jF+l@ZftpuhPB zxib_^t-EzoL)Phox~{RB%khDLRvQE$aVzX|{Z}?)A(=oEGxx5z+^mDz0$PZq<`X3Z zSnMitMfy30#Q*hwQb(wB*132c0Gtx^n=I?ZqSp;6RE18WR7|~n`$)>L5I=(zWo2&7 zd(P{V<@fsW>E0aFj_-YZ59moqh#PMtcPBg}Q4da-6`H^R_) zH26Z~yeDTS-Ra3ws^oF+)H04vxzeAEotR1!z%RZ6Tv23?OFlgG=dx<=*kRMX`_xzC zq(6P|E>lfbj5VLy{jZ1Z7FKhA`q>3@rJ%p9B5YR;Ngvj!M~@6v>zUXkR02&*7R{(= zM?@t1z5k>QerH^9&t1X8ME9g?vC(jJq5__k!NM11nd3s_XHr?wz>_G%BxsCCta5U4 z1k4xF6&d&iG9&_l4`>&=Tgn#$plK0Z%TuH9Mj;}Y1#5l{--EWnA6z1mmn%yLSy~|@ zf+u6YN)KO1cKm>d0B?EOj1{Sid*eCcdL53>o+c(!(O&?_)FScGTVxtx+rRHC1%<#& zlrI-~j72|xEEBzl@O^*(y@uS5WUB_{8o_k^8#Nr0$9r$wyxE7OMH4L&B&94uCY1(I{-2}lArBaR zYRLhCiwx#mMC{k9ZQB}b5IOR*va);vtsV4`h-?rAFvr z2>G2)l`r>-QI0q7H}#)?)IpVmZ$`dSb*Qa_2~IYxho0&2M+*QZdY&_@%|12Ew`JAQ z$hC)OShIHRRlq2s%$qkhViS9<`PHjeI|0vJzDJoQTYve_FEwCcgHGOA#Ee6FXjAdf zd)8uWtiwIO@VTLH%4Zjxxe(Fw?%5T~w@$3uw?Y3tc2*ZBRt}5xYZuf+?bIQw&b_SH z>wWGzEPGq<#nDcewQpUtT&H{MqEo_T-R_C4n>vje9_8m<^76-ptzX_}emH#P@H;~< zi@Rxy-(NTFvhc>c(??GAxN+6VX%%ZhWbV?oD!nL6-UpB}H8ts~6MXJUw7=iF@$jPr ztC4ShE@EFwgQ>K?;)$yYZ7B&2k9Y1K8~>vV$=#)U_H`?xi4!M^wvH9OhNDRvx(5*b z<+&!#4cT(H;BoD5|M>AE2#AEjYirnao(F$u-M#xUW6L&K0|#nPlYN70aCYnCDaXTf zjD2nlJ?hZg;#u!X8Bb>AUkd0quzNLyVbu5EN#EZ4QRaWK~{ zjar6FjhP~a$7>II!6}j7b~KDAo~*rk;z;ArI+a#Uc&hQv@ASuleD`-F=IvRe^Jz4a z1mgt&Zw4Q|27m+jpkS0KBp?N~S%CYaUioDvK#0=JyDq1@y1Ke>DvVB%u3n(0^A8@J zT2Q%-L0iHt$?Vze64sVZn>JR@7a+Dp9(QN@3@f!j-zM>In$I3HC3of5)%8|gYE!sN z?pyloIS{O-ObO3f0(Lh*8p3PWmgwGGOu2R180@Armn2zc#yl9R7fdg&*E!7WS5nRH zU^s2X_wXL_IWwc(b%zq}T;@KEh|mFKp6@)M`mH&oS3 zW`-E+K37yd_>X5FYeDA1EXL8~hI8%E^5Z9QUssJ@ZDF2{O)dc~a{2olI_n82#5?A?JU2V*x2`{IZz1D_oltH!HR=MOhpe+TPSP8KRA1}Ovl%it=aEBx zWr62s`uCXb7U5FR)O{T?Fh85+_h`SnbP4UvQ%?J_9mRsvxFFxgc?PeVbwAeV?&0W| zRka#~)=Sv(xo}q8QoBw3+@*VomxM&FuIqD7WUnqRj&HmcaT1Gyht_C1OILvcUf`=w zPzALXWRNmG%r7rq%_VZ~Kys;VPNTlWx9r0XnLD>$lw16MS# z4EylnMa>ud$>ZQpGr^V|p-TwWfwjtJjjBF538P@~LjVA)46SY(@SZx0+V1nIbN`Ep#gG2B=`HsRWJ&YQuq8nkG! zo?1H}mpUUT_k^PpK$(S#g+@EFsdXCzEm+m)+gS2eQixx+FPW=id%VUkIYa)rThVd0 zxUM$A$#Pw4swLE(^v8(Al5$7_X4UG|4=erjULsc&cv%=Y+ESk4<^ELnrh_iXy;zw< z$MgUXBZ?Vp9Yo_j2$gw1gzkKGJaoy%(e`pHMS3tuf>!Y=)#Y(YK7DuMvbqRO25?Ja zK~iOaZIl4RQr)wM&jY}S0}JO&_RT4(ucLTg@JE($6a5h_U*Kay3`dZpkQWAas4#hO zc6Lkd>ZlJC2z{U_!>2nv%E+i8Yms?&QYPt8M-VoxfXC}L)(`s3aZv(bVRHD#f1q;LvrswoEYhn(EL)L%>2e>UoS;{YG*QO z#qT{B!?uavObv$!-s-g}Km~>ilKRmwGJvkF0c~}IWhe@(prYR%N?Ni8+T3bt*J;r- zXk_Iz*%zZ84e4e`?U)p{#ckp0wqrjZ49~d4nZRi>PF9FOnuwJ5xptvhMLY$_Rir0} z{V;OiE!0P3=K`lo8b_D&W6#nF6U~PhRpWe_Q8cY?&*X8MCXFlJ&87=ic>P76KBb|Y zu^T;_^y1EIGq3M%6gi?VZPIgIE824mI@?AB@Wh)5a0qW8$y3EaEl0)asET{$tcG04 z75U-HSS{9rbz7E1<)~m(uPV zY3XFlk5KbxFLbt2i%d*xfPCBv6g<@Rc2?FrOj&IG0)GAc#3k}D@+e=B{ZAp)ZfeBg zT7xG8wrC?KvlzWdI!@tihv^kK`5x5XfKw5fE?*`0lkzNvO-`zkb3&^H*3FxeHAP0`345(7K)v59x-N62{)% z5D|G8avLw&_WNTR=D*4+vG0WrTMlOeq%gYFIQ_Y8nj4&6-Sl%{ETRyX0hNL`cBI0KYh)5mhc22nJf!lsRkM8n3ikWgFHPb6xd{aw6xvt@S%!W{o*N+0@JvcAA( z2$_l$t9_Ra5yqZNB6OA9fst+7si!q5vuky7*vEDYlf8`s=9e$5F~0YvTA}aC|A~C% zQEfnl*x1U-sEfL0TxNUCUO9BHx-^435vABj8>_K#Pp(%oGcWQ9jh+^1y?tC*_>;Sz z=1p5@uwb`w!Y`SQO}WITm%Jiq#7(>QMn_jt#4v_CXg}cvwHCkH}vrytakxmCq!NILS8R(zFg z$~F6+H_RjY{d1~8L*+R7^R@F=`uOXoOr~(O{rOsys#C$)SNz;-pZ@>82A!;0|K}(B zzy3kiqV^Y!1uAT02CD$7b9esz_&jVSf$-m(vhQHrGzdmV+9^a^Orsn~l^EEFJO_@Y zj1#C%3!OhdV5cuXfE>LkIe;6Jx8|b{kxpQO;YG?1@f`a5@zRW&+W$VdkW`(>AnC_E z>~cj>kT{wNBynv!8c}+CSAb8^>3Dtke||tejUVVq&O}qNl~&ybvw&45&pc3|LPcDum4=a*1(_i@Mf4nBM6 z$>oLFZ@gaRskN&I&u0T#DK!`t8Bk(%ZpPf2=o1xRFwQ+XI(d z)Boxb=Xm4QjpxIP`dm4k)qLSNGtU>t%s)1D^LqSGMyX$b$=1Cuo@BZ2K6?J)$ZMN# z-0$-nT zJ`fguWH5JZSEvda#L)VWy&-)~A2Ib~oo;3=&Vw@0nSgg84azKV7k|-e3R6HR; z@-Jdvf~Q{ef-$>}T)u}pdrb^zS7Eb*Rc}3dw8Z?9Q|clRsH0)VL%k8Ay#VTA3y5X1 z>$n#^LK_ZQu>DDLTxv}nV_WowmAzAUCnY82xKQ?WPz27$1<4RukRc2=b$zlZ+cq11 z1j`k+l@i*D)Vn_dAz!qhN-LRruwg>v)@{d@nlY8UQXhJA`qE;4IQt3ZUCg3hFS-V_jc{It$507EN# zOK%e_QE*H~db$edoE`JbQQXEP4jwx;OdKGURwSZ2Lxv3juGjg9Y8)9Jx+M1yT^Y>~LvxU3?u-5L8l-WTL|uero*Xl1-l)X=Y+Nv=X*Gmkn`|j3W@U^lDYA*J;;n zmeI$sb=R=-Qxwp5EJCZFTi87`h8RwHRGBAeMUo>14B|+|8MY?${>R;oS<|{${tB^$ zZi>#N6ypb7&R%wyvHd}D+0N~Y(sWwesSRI{b)1NHKV2f)f$ueZkG3 zV7zrsC=VE86b^Yf3;V8FQ$xxsnIaKx#zkF*lq%$XT*%65$l$~1t~=Rp{i&7HNN*2e zYf8M)1W?B;%?#YGebN-x>KMQ@@lxXYFQlbKU;WHWRLgnM{anFAhxsI!@s)iVC`#zy zk<*$v-sm=ltEsDH-W-5iz{SaUKBD;&A68i2)qvE;{(2O^GL4h#N#i`|L?cv9?M`^m zzJ9z;xpCh)3`#`Nu8R4A2x-9Pw83X4d43AXUY$H7CXafg3<1e{p{kgE5$Uq+iL**( z@B`)S!Vzg?wXrIHg5kb7986UdQIMt@7k|tgyZX{-sdYgylwG9<_0Om1In5(+Kno_W zUL#@#pNEuDd+~9{keI9V5sO}r2X^zA>o^Z$Ur%K43Ogwf)K`ntibb96rpe}AS^Vsn z2`5j^;ZBPbtEf{zoR!^vUKkllsV#IAlLWr@0l%<9M_u&nawCio>N8+oKWY5sueSdT za~_O;bR`A<1U70n%^U!A)uv4YK%^#frJ&h;kxpy{9%Zd`Z+11K|Aln1HlmTBu(0^V!APTci5$h8c~P&y zpc;#Np(4Uy1Fz|RKP?t7-HC4rrbz9f+|^<%Jij`CR$40!XaG|OI#l@>de`ATM2P@9 z)f5_8_uBW0tHY940Z`WwdKY1Q2b!8MPEq*$3zCX7F8ZG>;&u4rZf{Y(5n~2>BK8 zTp}M2;DX{FsecSJxPq8I^XhCRk5v-A<$15|>+VCrUYx$$Q;&wmR*0v4iCr+W8U!ab zEsw$#WiWV-hF3_dq6P-p)#M0hxj6Y6$6=7OWlg)EYY+UJuD)`~STX6}^3JC1|9Z{* zZ>szMf<68(ALKX^{*{W6|B04T`|bE6)7Bro&XuZ+ncklRY)j+a%oGa05Z4d|eVZ1y zb8{#6TQedYn!6JQtVd_xt;dvVqz4IwrRxseyt}M5Lqx_FKx7%rIUV9kCY$Ajmhr*O zr`tM==vm{+^1#z&(*qJt$Gn{J<;VX0ZWF(ENiV32tKH?)o0WiMPQRizOBhNCG@NeY zoWO5ivuafpz-G+HTjL_E&Vg*nv3K=qnMD^J#xpIh4GN4j>|l652qB#a18;#YjGN;4 zm)5%=Wfkow_8+Cm2FI4on}wirB4bm$A!VOZp@%fr4~>^*e`r!=TW`3fAeD9WC`dOs zZ6q8h^_0TW(jLxkRt~iowXu$1V0!~$dfg^N?&Ko;21_1vqfw(qVtZEwM%!U&1>O=_ zQS!Xbs)lki>nQ1qjkS(N3Bf;CZ zvvXtpVh{6U^#CDzENU|D^%6!n{PG2G3`j^wNbNiUGkNftlB~%B=F~ZeQl0U-TO20u zM~yFyP^8bcr{kZoe5asX8GZb(7WCvf9Q+&aD8~0%VYJO+nHw<^CkxKE-!KQJ{@rUt>=@93dfRvGidT5gB)9sszVok|=F$ z$>^VEof=C07;oUVmp*Lc6PvDdue1k*bnK(rGUZK6Th(zUn&m8~dOIpsuiA$YZwnwuka_-k0MzIwqk7u_$B6oHu}WnaIh!l84NxIGUURmk+hTps`PzL1M!mRrB~S_Z)lJf1=_{OmeTV+S7N`Wa1TtkA zogavRfTz_PAENUX5<(*)^vtG)`4c8PQw_7Npr_S}rkH*){3d*oOV) z%}Y!z7RAkAy%CoZSjdCkPx^kF8ltO=$PraH@r)z1FCHK=Q(^eUeKshga3<8J(yB+M z#F`cLI&bI#h4j4QX9Gj7WNPiE&tc$g3YT%S$_GvCH-V9~%~-E}NhEXg@+#Bm13eSY z`P2kSD5TG7dYSC6grrP_QKmw7`RgU?-F_Js9tWnb^Y=fG+0Rn~Bt;&Ang|qfas@=K zE91@C$T`PiwhrA|dSWx`%e|r`$;QEfjUnz-(&G(afW~d#__x`*8qf8YJt1wKLd7B| zKH93MuU`4FjkOI7Y+pxTqW9K{8c{xt)g!G`LRlcv>J}h2vSLpnvIRj15HqYK-v?@| z&V`n|y;~p4Axp};(6?D#HA3E(g70-^E>79EZ!%n3GAjC9ix8r|Dbb9o&tRi-yh1T% zq~BJaBkP6!wmx)tCStXXW;^!kCqNP*l4(A&>S)San(CsCKITgIxt>Cf z1k$FPw7lrXqel~(_g*r1Kk+cEJE?!t+rfhdHR2bIO1{3y0+hdqm@?{;`ID5TBgW3< z^D^h0WzdF{r%6SZosEl_N9vc7VjA)`l-7i7FHUV~ugpujJ8{IR$E*(jh=>Sdr**gn z!$26^&42Z(9htTeY*90bfFnn*`TjQM^6nIkyW6*JZCg=!UO5f|NiMiKd2S9Gf>XTS zC83AvW4yyd+B$Zkmqq5+?R?tMLlaLf8kka?*}kc(Owo?sa`%O&p3k(U`t{sv#Fd+WzeEki~I<_Inh-LVd_?^Cy8=PjwUj~XWaP2q zH=JB}HbrAYvN6ZM8j-B&bJ`NuSZ560nm@$Kd6t_rfEk}4tF+zlH@PTnp)(d=K6+3_ zqA-NR&iyYe{2;4EX@+1|Y#%Yv6?#i%wH>_6(VqKfov(9m4I`>ISG=9=ZB9=?ytW|Rbl7gq?|Hz=Ghi<() z&BaAjt`PexQGSc28x5VQ=hwzaEbR-numCUIxKSVJ)S=A9KWH6irEautbUZN;nyLX) zO13Ke zI+Xbsg*203PsD^--D5YmuV)!BRZ)e}sNe>idj0f*iE=Ha&rXr<83YLkEc)~K7v=2I z4!pwJIW+lv<=4sN8sd)pOAw{SV-#((Fjn}+%{Y2J;8K4_nwxMxtE2QGnu_6HO>HrM zs{kJG*{nv@-bxzO*j$~=)CJt)* z(79nComwna3eLFHV+YprxKr@Mlir)CnIy>a8n6Y{_BqG7qY7|IV5DctW@&K*t+h@Z zb@n$LI1N)6yiTOFq>BzA?>zj^YHBA^V9?g6355cre*3{s@h$-E*yyhMASXu%KSX`2 z@!X(YwFpILE`&EXb8B34D=WQg-qnVZ5olYzZaI?vg2vF}4Os*?XPyo#amI$l;gwky z6BvUS8GKW(OP3KT46&>1Z8>*1b~#m^6Ej3SVW}4kAP5S=!|%7( z^Pi&{*Z9;9Nkoh=3Uh~?5uMRuv8ZfZ#lATDZE!&~#|5SX0-NjO$)J`4r!V8Z+Rf?B ziSycodPdECGimL?>>?aN8cgyi@=aY59@As(F*7sY;a6{La)s^p0#m@ZO$J$1cr)Bq^gL7MS&WD_&LE5F%Wzmlp8f8Vbb?V(u7o~t9D1}^9^@nBH5sw4;(%@XAdyUJUa=64r;75J-xo4u-s1FEx$Z& zC%1<%@mNWYba#h)T3fG9?S=GV^z+ZdcJ$OX|MsqnNNqw~VLRJ-R#zGj2psPpGd0sZ zaNt0HQjw4sc~38_@nvRJ_UE-mXND&a9THOd!vcx-%wAx@MQIw7+L62_Mql-5md`W1I;B?IDE@Rib9t?PMxe564HFW-G>8Bl$W7wm|sCP`& zlal%Qv1f;v>T`PVuY8&*CA;mn>JSD|rni0U_09DVp>;mFk?i^+lWzLPnHnj~Bs9d& zV)HQ!^6gLTANOd3F92ZN5SGM60K7Zty}*Oxet;Wxdu-v-^~(yFF?~|OD6Ie&wNzHR z57S{CHrp-v66q17>fOZH*)Q`GZ)&jH(xn4k$u44#?)0z=r-e@j8$CDSq7Ei{da7ww zs)>0)Qo?I0XoGj38e3v*WNq_y_RT#ja`F>#SByJADViCPbjGWsUbF6lpO!J!a_elf zuZG53n(x+FJEoZGKVo>)13J{QmV`CdZ2#uOjQl&JCWRdPf(&h6O1Jamr&ioX}w{-FRYxXKCE%(rQxf;Yt6_9VSE>w%Dr7dos%$zjZ)^olN zaY6>~2=)ge^v}}mH1P|G5cQJlSi{oFI))5LI`FMmtz`6$je81dnzV|#eq+3v!^!Wi zw8UgZpZ|IonJaNyaWn5Z6qQBJXX#o(b?yCf)kW6T0M})lwZ2Y;I;5B+X;$uDr0w>u z0c+Pv&*E!wfxI(Orzi2t_LL8L$K+X)ZbSJFaNj@Y$x-aLR**Rlya6klu*8Cp=Es3t z+0CoYsQshEZ+}jj&mbw^(aYJYNN@IK9ZNXCX2_S!tJhgzPBiziB_8->JkJT#4jhD$ zbE@uvL0dZ5E!{3DFQrG~)x{&N4T=3DpC2$roNeoA&2-8h21XY?7Z-1uI7z!IWm)D! zuQAVRXbUrN{cZaqGPH0e5*obRfLKRe{YJrp#XMS)nUVL7b<^G5TAJg=%{}dS@DsC# zTZpfQvWMf#<*`l_GDoS1ls(jga`+`5+vmS2f7bNrqh7r1uBxh^A#A^9HC)TSBb&K* ze6AMNLX?(+5q;RHEChN7)`6|+MtFQvP5zBoT<`J*b8 zD~mB-()&Rl`tBR*@@y*g$ertR8H-wS583_Pl%mz?@4?&0y!gCu!2%Ia3atO6{AUkw z45jDAW;xogjX7I(ylkJkHtn_sXXiO2gy%l4e9f_LFy}$or7KrPH0kwYRekezr6)^% ze2El|Eg*3HOGNXxuDz|S95rir0a8RZ1lmOy7Znqehi*$U5f2Yj0=xjjzQ@Qb`oVz~ z0^TDm@B7yEa=A^Nnl;-k?9)g=pJj#^>)?Vj9tGOkRZ+(8vFlL&{o{s`GD_!J%aUH% znx}K(%|VEI)up1Erg86J&N0|pqlKR2$yxatlScI^N-8QXz5D7@-I_Jekt1c!*;|{$ zg%;zuil?2=X35HD4aIdhbLH*L@KveBmNnPAGnEH8F)JS+==9uS8q}3Am+g-bDc-jV zzTC>E4-MGT-As6!oz$^kbB!;h8}z=7Sz!9?$xEa7b>lm{{t_E-8+kj zoKSFy>_^PT*5}NO(77J^m0Y9O%vL&di>_Z_tM=u_ZXWb3hy5W> zo*Xt`zNoWA9_0|*Pyn5Z!4#I3xCI?N{=T8AqppBoL3Rr$v&EAU3qa+D(Q$Cy3%ry> zhCSf6Qb(EhrPzgb;wmK9cifxlnmzX}e|vtoI$3nm$3fPP9hXWU@$42`4NrHuvI(lS zu=Q8Exo)|)a7i0QeP(=j%FLPiW`?Llx=s37!()uuep}Lw8QDWMaz2b3SpQh@rW?0N z$Yvg02as0M6MeLJEE7V9&YvOCG|OqifT{oV;DB6jxQ4=0*n#K=wW-HuOmOacasI80 zS1RWTpHoA%;lw~BGVU8aUA{7B6enH`$lT>uV=UY(wt)?EB4&}fbY|z z^vZMHgUl_oreEE*g5I)0t=-W#wg8E!p-2@k5E`BKxXDb^f9as3GvcB&UR-KJjiwDs z#j(|Q{P-QI&rcNhAK;3c#=s5l-@WTPR`{m(-veGviI_dbc4wwvf{y#O*ZE0tHA8N- z9=_}Q{F{r)C(aoal-6MJv*S+hO1s?dx>rfdAG6D8reA)E=C}8V}`g!S{Lll%S5u*WIU`U(~8zMV$p zktcZxSsO;U{(M$LBX)+-&sR4tUAk#v{$<%hN9!GGpK`Y8d})5C;%0V@tF?K}_a)D2 z+lTahuyR98uWIdD-Y9N9h^6hhh7@g5dr zhpr7(PyYfl2O2#tw7?Mj?c!{JTKE00qZhb5s&DI+eQ%R$*Y*Cv!HpR675y^3Noxft z$9BV=M{S2bCcpor7I=Ph+X1}%j%LRWAC5no8tCz1w(+IaCOH!q9CR&+h1yxKVoheE z@^;IOK|>s$&A+wT{JLw*=Cxra3@|I{37~ql(t>BDFI{wYUjVj7p?j=?tF}Og|QS{+df$c}+p<@n?i)f(g=u)u*2Od6j$j;4hQqSAO^aD{DBuxLr z_SpQrRlQ6K+==cU?7;Q4okR2)`0Sp-1b`~m5n@fSwR0n1%g}!HMOYEJmz72X(MTfo@C!6){-amU5 z_31~G6#-_3VVjnhZ(e-8a@XE1<^DFEwU|6+)pg|@QqB_1z*}?=hLnVE4-SsJwQPXe zm%dKxK7AYzLd<(g18wTEg41n>a4>JL1m9?E{_ED<=UdqhsnKI&Y0m6~fvu}q(9R8g zH0r@m5nrxf@Ax1FP#N%e>#pS#^r;TR2$yc7q2ymi@x;@uV^t$}1&6mYG3TK@#BAK}-YW=4T(Bbnc_w?ryKoN41CXlF^;+=2#)j^qJ%$ z`T|!HNc<*vX#Cg|uTh!0}(ph?s9y@gqp@r}0jCGnL zK4|5VDB90WM|3QWJ1!51B3s53+RGgIS>-dOcxM&&b^n>L{KufTu8P{S@m=qL4Ewg+ z40mmRe?)H-iGUgH7w)WBH(Kw%EieDJJ97#89=C$irPykZ(ww3hjqA0|1}X$Uh@&mD z&Deeeq?y~)=p8eB#^-;WH*(~b#~)6EyzMReq4ykn^X1Jd{rf}#SsRcQNbd?(8M6u! z+?ZFJQk33I#rG8A`O)D60=m;wssHJEGA0Ued4trx?lSibVD(M~61KlFVDakuT85u; z^gDF8NE3!XVAsg!8zMPYWsd@Ql;y6fpP8hUBPuTXVmg>jI_=(#;1qrMcyNQt%YS^* zkUl&9!ZBz42R565TE7C!<;be+OOLkaw-WjM0a<1*x|~9d5AxEc<2N)9BRz7}<^V-z z?P6?8C@$Ztil6f;# zI2SRuLAM*JsiKY8ybIryrX+?cu28;s;&j61_rTn(!hR#fW$MegnI24I?Ca)s!ofr4 zf${xEb5^GWm>A}i@q42(M9(1hvcQfvUw|}=DGCt%-doAnHZQPiBouRY?@wf3+q%1s zjr%wb?nSzcSsNoWYkp1_N=T*PvLqLDw%9K7R@cyIjrJRiqvPVU4!;^W#MW6!Twd-) zFJ0W}M`^g;6#_(yp}G61gqfg$@K&7`zj4@MveA-wZo)TQ)9BEo;l@I$c}-@8{j<3OO|Q;qrHJ8_*}78GnisXm2`rR*xtE#mtz zi;*!;=vOJbDGgHD8{#&jG07u*$xeVb@%59XMg6El0{E8Fy1$zsLIO91n=V*a6IvldE1|HUzr%4@dn{9 z|(OLnzbwfJW%OA=!4}JDObWNh!9WN-u(n;<;1?0v75*TL|QAJUGDGc zwwO=THR{)VWIfsOd#8{vNe0xf=nI_OVru0HipJ4 zvAB7yr6R^2Lc$<#_}vR72r*zTE-x}#kn$pS!e0I75qiQZqRweXa8tZlLsOCQ0T6m` z-`-4;X%QOp-T;rcSu8h4>j5cP_oW0S$f)RL3$A0>&!Rz}*#ZyCYT8vlJUJ_-P&TFZ zj{gig!$JlNs~BZVOB5@k6_11lWSM`oW9QByG`l!&i1$dyl7Wj!;1L`9P;`dF?#cHE z2@2576Bh>;mHyZH`+-kdV9VX>7c(dwyi~yY9!t;S#L5*%FVKWj^7#6CZ&}IhVbR}q zhTNs`(+?m@{!SFfl#{ew9Jm=nctwZM1*5uyw@j$-=FxT_)}=DB28~1z*$}Hb>036$ z%g)dJn~Bt0bW=QH@%FH+IX=bB?tQDK^mVJG_4I7UbULvAA|gs_+Ombl3k)3DllHbi z_&hN3on41KYIjV_vqV+=SK>~bV(r#&9ikQ`zvJ;c23{SP)#XEfI!@$1<^_QElPqmH z+2J0Yw!FnVWoNcX0OD<8&T@FsKrb0Pyvzu{yr~pG*2|Yw^JM6}%+%@|1r?{U=&6CycHh{tL9M!!DFakKuU!7@fE8a~=Bu=(5@7Qt3l#(Ki zYBg#&u{Vtt7mU==aj8J!Ry9MNCclUr^(hCa2y|)p6x(jorNvb(Yf3*Ar6b#^;s__r#+B|sP~?6>tKqOG)B;}XO*J%EyzGAgV#niqQHGG!*kg%Q zky<$dt^uB50I2;<2DFRxpWO%pxIfV|OZW>4nn2DhnfoF-Eglc@Sb;dG$}d9D(nnTg3; z&xZ#`1=#6pWlP%2=7apo!_MI*K{LY2x<$+qNKSQ0-S54MHX!PrT0@~@XhdpuWFU;_A zSClF?G9zHrdy6&>hnP(tpw?b&0mRl%jI^M>6DNecPR?x^e$5;K50nnl?4WzJ} zO=#p37m7T%V7VN0K9IDl@Gp7#=594QSc?wy|(_OgnE zzYv!wf-ixskqs7T)28V$UvM}bjYyT7B%J=-6xrGO1&@}E8G(#PW~IRyVI~|vkEgi5 zLBQD$`$rCZ3RqG@YwFt)_1daI`oXn^6qF1_P2hZS8s)IGfSmidEY}l`rg|U^)nzDu zsuQs)7k=N}vp6z#L|T54Uc}Z~6-bRva9bbIrbWL*xn6zUYNDdwtLGOgI%Psr&}ZfG zK$Kneo7`qCRlx|w`8(3D+Ni01TodJsc4!LcvVQa1nCr%N9P zSI=~_BQnY0Tge`8i+uXyWCRs_MYZs%!st1j$Pio@(LYQDT#Ox+(2_*E8h|Xd@>Ad) z!H$+JIhJisuU>dArEh>t2%}Ro`eWrPRoeFoi_f@lq2Kc&SJY;@1Nvbk)3dO)Gz1*r zy25$(O_MyOiCFZY*vs6oH~R7d@V}-|E27y;^|sh{deuYvuCS{<~Uyz>76 DPNsr3 literal 0 HcmV?d00001