From 9edfc987e0b2d033243575119cb92f24c5fdad3d Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 24 Nov 2023 08:30:30 -0500
Subject: [PATCH 01/42] add task_args

---
 modules/processing_diffusers.py | 6 ++++--
 modules/shared.py               | 2 +-
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 28f1a553d..1e984134b 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -311,8 +311,8 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
                 args[arg] = task_kwargs[arg]
             else:
                 pass
-                # shared.log.debug(f'Diffuser not supported: pipeline={pipeline.__class__.__name__} task={sd_models.get_diffusers_task(model)} arg={arg}')
-        # shared.log.debug(f'Diffuser pipeline: {model.__class__.__name__} possible={possible}')
+        for k, v in getattr(p, 'task_args', {}).items():
+            args[k] = v
         hypertile_set(p, hr=len(getattr(p, 'init_images', [])))
         clean = args.copy()
         clean.pop('callback', None)
@@ -327,6 +327,8 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
             clean['mask_image'] = type(clean['mask_image'])
         if 'masked_image_latents' in clean:
             clean['masked_image_latents'] = type(clean['masked_image_latents'])
+        if 'ip_adapter_image' in clean:
+            clean['ip_adapter_image'] = type(clean['ip_adapter_image'])
         if 'prompt' in clean:
             clean['prompt'] = len(clean['prompt'])
         if 'negative_prompt' in clean:
diff --git a/modules/shared.py b/modules/shared.py
index 176bd4690..7c7304d0c 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -609,7 +609,7 @@ options_templates.update(options_section(('extra_networks', "Extra Networks"), {
     "extra_networks_styles": OptionInfo(True, "Show built-in styles"),
     "lora_preferred_name": OptionInfo("filename", "LoRA preffered name", gr.Radio, {"choices": ["filename", "alias"]}),
     "lora_add_hashes_to_infotext": OptionInfo(True, "LoRA add hash info"),
-    "lora_in_memory_limit": OptionInfo(0, "LoRA memory cache", gr.Slider, {"minimum": 0, "maximum": 10, "step": 1}),
+    "lora_in_memory_limit": OptionInfo(0, "LoRA memory cache", gr.Slider, {"minimum": 0, "maximum": 24, "step": 1}),
     "lora_functional": OptionInfo(False, "Use Kohya method for handling multiple LoRA", gr.Checkbox, { "visible": False }),
 
     "sd_hypernetwork": OptionInfo("None", "Add hypernetwork to prompt", gr.Dropdown, { "choices": ["None"], "visible": False }),

From 0e95630ee5876a2076ff276d5c2e41a36f5975ee Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 24 Nov 2023 09:00:17 -0500
Subject: [PATCH 02/42] fix prompt display

---
 CHANGELOG.md          |  7 +++++++
 installer.py          |  7 +++----
 javascript/sdnext.css |  2 +-
 modules/ui_common.py  | 12 ++++++------
 4 files changed, 17 insertions(+), 11 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 21c1a45ea..c4fc6fb92 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,12 @@
 # Change Log for SD.Next
 
+## Update for 2023-11-24
+
+- **General**
+  - increase maximum lora cache values
+  - fixes for python 3.9 compatibility
+  - fix prompt display in process tab
+
 ## Update for 2023-11-23
 
 New release, primarily focused around three major new features: full **LCM** support, completely new **Model Merge** functionality and **Stable-fast** compile support  
diff --git a/installer.py b/installer.py
index e5aaeceed..d7b1d1cef 100644
--- a/installer.py
+++ b/installer.py
@@ -421,7 +421,6 @@ def check_torch():
             log.debug(f'ROCm hipconfig failed: {e}')
             rocm_ver = None
         if rocm_ver in {"5.7"}:
-            # install torch nightly via torchvision to avoid wasting bandwidth when torchvision depends on torch from yesterday
             torch_command = os.environ.get('TORCH_COMMAND', f'torch torchvision --pre --index-url https://download.pytorch.org/whl/nightly/rocm{rocm_ver}')
         elif rocm_ver in {"5.5", "5.6"}:
             torch_command = os.environ.get('TORCH_COMMAND', f'torch torchvision --index-url https://download.pytorch.org/whl/nightly/rocm{rocm_ver}')
@@ -443,7 +442,7 @@ def check_torch():
             ipex_pip = 'https://github.com/Nuullll/intel-extension-for-pytorch/releases/download/v2.0.110%2Bxpu-master%2Bdll-bundle/intel_extension_for_pytorch-2.0.110+gitc6ea20b-cp310-cp310-win_amd64.whl'
             torch_command = os.environ.get('TORCH_COMMAND', f'{pytorch_pip} {torchvision_pip} {ipex_pip}')
         install('openvino', 'openvino', ignore=True)
-        install('onnxruntime-openvino', 'onnxruntime-openvino', ignore=True) # TODO numpy version conflicts with tensorflow and doesn't support Python 3.11
+        install('onnxruntime-openvino', 'onnxruntime-openvino', ignore=True)
     elif allow_openvino and args.use_openvino:
         log.info('Using OpenVINO')
         torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.1.1 torchvision==0.16.1 --index-url https://download.pytorch.org/whl/cpu')
@@ -514,9 +513,9 @@ def check_torch():
     if opts.get('cuda_compile_backend', '') == 'hidet':
         install('hidet', 'hidet')
     if args.use_openvino or opts.get('cuda_compile_backend', '') == 'openvino_fx':
-        uninstall('openvino-nightly') # TODO remove after people had enough time upgrading
+        uninstall('openvino-nightly') # TODO openvino: remove after people had enough time upgrading
         install('openvino==2023.2.0', 'openvino')
-        install('onnxruntime-openvino', 'onnxruntime-openvino', ignore=True) # TODO numpy version conflicts with tensorflow and doesn't support Python 3.11
+        install('onnxruntime-openvino', 'onnxruntime-openvino', ignore=True) # TODO openvino: numpy version conflicts with tensorflow and doesn't support Python 3.11
         os.environ.setdefault('PYTORCH_TRACING_MODE', 'TORCHFX')
         os.environ.setdefault('NEOReadDebugKeys', '1')
         os.environ.setdefault('ClDeviceGlobalMemSizeAvailablePercent', '100')
diff --git a/javascript/sdnext.css b/javascript/sdnext.css
index 88bb60cc5..569ff2f5a 100644
--- a/javascript/sdnext.css
+++ b/javascript/sdnext.css
@@ -95,7 +95,7 @@ div#extras_scale_to_tab div.form{ flex-direction: row; }
 #img2img_sketch, #img2maskimg, #inpaint_sketch { overflow: overlay !important; resize: auto; background: var(--panel-background-fill); z-index: 5; }
 .image-buttons button{ min-width: auto; }
 .infotext { overflow-wrap: break-word; line-height: 1.5em; }
-.infotext > p { padding-left: 1em; text-indent: -1em; }
+.infotext > p { padding-left: 1em; text-indent: -1em; white-space: pre; }
 .tooltip { display: block; position: fixed; top: 1em; right: 1em; padding: 0.5em; background: var(--input-background-fill); color: var(--body-text-color); border: 1pt solid var(--button-primary-border-color);
   width: 22em; min-height: 1.3em; font-size: 0.8em; transition: opacity 0.2s ease-in; pointer-events: none; opacity: 0; z-index: 999; }
 .tooltip-show { opacity: 0.9; }
diff --git a/modules/ui_common.py b/modules/ui_common.py
index b1a5bf364..0b9b6ddb1 100644
--- a/modules/ui_common.py
+++ b/modules/ui_common.py
@@ -35,16 +35,16 @@ def plaintext_to_html(text):
 
 def infotext_to_html(text):
     res = parse_generation_parameters(text)
-    prompt = res.get('Prompt', None)
-    negative = res.get('Negative prompt', None)
+    prompt = res.get('Prompt', '').replace('\n', '<br>\n')
+    negative = res.get('Negative prompt', '')
     res.pop('Prompt', None)
     res.pop('Negative prompt', None)
     params = [f'{k}: {v}' for k, v in res.items() if v is not None]
-    params = '| '.join(params)
+    params = '| '.join(params) if len(params) > 0 else ''
     code = f'''
-        <p><b>Prompt:</b> {prompt}</p>
-        <p><b>Negative:</b> {negative}</p>
-        <p><b>Parameters:</b> {params}</p>
+        <p><b>Prompt:</b> {html.escape(prompt)}</p>
+        <p><b>Negative:</b> {html.escape(negative)}</p>
+        <p><b>Parameters:</b> {html.escape(params)}</p>
         '''
     return code
 

From d13f3dfeed81078c8302ef464b362722188f3a45 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 24 Nov 2023 09:21:47 -0500
Subject: [PATCH 03/42] always log level debug to log file

---
 cli/hf-convert.py |  2 +-
 installer.py      | 13 +++++++------
 launch.py         |  4 +---
 webui.py          |  3 ---
 4 files changed, 9 insertions(+), 13 deletions(-)

diff --git a/cli/hf-convert.py b/cli/hf-convert.py
index 02599bf3e..eeefdce5e 100755
--- a/cli/hf-convert.py
+++ b/cli/hf-convert.py
@@ -8,7 +8,7 @@ import diffusers
 import safetensors
 import safetensors.torch as sf
 
-log = logging.getLogger("sdnext")
+log = logging.getLogger("sd")
 logging.basicConfig(level=logging.DEBUG, format='%(asctime)s %(levelname)s | %(message)s')
 
 
diff --git a/installer.py b/installer.py
index d7b1d1cef..7529f6cea 100644
--- a/installer.py
+++ b/installer.py
@@ -103,12 +103,6 @@ def setup_logging():
         fh.doRollover()
         log_rolled = True
 
-    global first_call # pylint: disable=global-statement
-    if first_call:
-        log_size = os.path.getsize(log_file) if os.path.exists(log_file) else 0
-        log.debug(f'Logger: file={log_file} level={level} size={log_size} mode={"append" if not log_rolled else "create"}')
-        first_call = False
-
     fh.formatter = logging.Formatter('%(asctime)s | %(name)s | %(levelname)s | %(module)s | %(message)s')
     fh.setLevel(logging.DEBUG)
     log.addHandler(fh)
@@ -121,10 +115,17 @@ def setup_logging():
     # overrides
     logging.getLogger("urllib3").setLevel(logging.ERROR)
     logging.getLogger("httpx").setLevel(logging.ERROR)
+    logging.getLogger("diffusers").setLevel(logging.ERROR)
+    logging.getLogger("torch").setLevel(logging.ERROR)
     logging.getLogger("ControlNet").handlers = log.handlers
     logging.getLogger("lycoris").handlers = log.handlers
     # logging.getLogger("DeepSpeed").handlers = log.handlers
 
+def get_logfile():
+    log_size = os.path.getsize(log_file) if os.path.exists(log_file) else 0
+    log.info(f'Logger: file="{log_file}" level={logging.getLevelName(logging.DEBUG if args.debug else logging.INFO)} size={log_size} mode={"append" if not log_rolled else "create"}')
+    return log_file
+
 
 def custom_excepthook(exc_type, exc_value, exc_traceback):
     import traceback
diff --git a/launch.py b/launch.py
index f47876240..43707818a 100755
--- a/launch.py
+++ b/launch.py
@@ -171,6 +171,7 @@ if __name__ == "__main__":
     installer.args = args
     installer.setup_logging()
     installer.log.info('Starting SD.Next')
+    installer.get_logfile()
     try:
         sys.excepthook = installer.custom_excepthook
     except Exception:
@@ -218,9 +219,6 @@ if __name__ == "__main__":
             installer.log.warning(f'See log file for more details: {installer.log_file}')
     installer.extensions_preload(parser) # adds additional args from extensions
     args = installer.parse_args(parser)
-    # installer.run_setup()
-    # installer.log.debug(f"Args: {vars(args)}")
-    logging.disable(logging.NOTSET if args.debug else logging.DEBUG)
 
     uv, instance = start_server(immediate=True, server=None)
     while True:
diff --git a/webui.py b/webui.py
index 46e3d7156..157731f10 100644
--- a/webui.py
+++ b/webui.py
@@ -47,8 +47,6 @@ state = shared.state
 backend = shared.backend
 if not modules.loader.initialized:
     timer.startup.record("libraries")
-    log.setLevel(logging.DEBUG if cmd_opts.debug else logging.INFO)
-    logging.disable(logging.NOTSET if cmd_opts.debug else logging.DEBUG)
 if cmd_opts.server_name:
     server_name = cmd_opts.server_name
 else:
@@ -212,7 +210,6 @@ def async_policy():
 
 def start_common():
     log.debug('Entering start sequence')
-    logging.disable(logging.NOTSET if cmd_opts.debug else logging.DEBUG)
     if shared.cmd_opts.data_dir is not None and len(shared.cmd_opts.data_dir) > 0:
         log.info(f'Using data path: {shared.cmd_opts.data_dir}')
     if shared.cmd_opts.models_dir is not None and len(shared.cmd_opts.models_dir) > 0 and shared.cmd_opts.models_dir != 'models':

From 1d5eb29550b19f7626092e066c6217982a433b72 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 24 Nov 2023 09:27:28 -0500
Subject: [PATCH 04/42] lint fixes

---
 CHANGELOG.md         | 5 +++--
 launch.py            | 1 -
 modules/extras.py    | 2 +-
 modules/ui_models.py | 8 ++++----
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index c4fc6fb92..4f1067662 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,9 +3,10 @@
 ## Update for 2023-11-24
 
 - **General**
+  - log level defaults to info for console and debug for log file
+  - better prompt display in process tab
   - increase maximum lora cache values
-  - fixes for python 3.9 compatibility
-  - fix prompt display in process tab
+  - fix for python 3.9 compatibility
 
 ## Update for 2023-11-23
 
diff --git a/launch.py b/launch.py
index 43707818a..a8c156b8c 100755
--- a/launch.py
+++ b/launch.py
@@ -4,7 +4,6 @@ import os
 import sys
 import time
 import shlex
-import logging
 import subprocess
 from functools import lru_cache
 import installer
diff --git a/modules/extras.py b/modules/extras.py
index 7772e39db..fa3e07378 100644
--- a/modules/extras.py
+++ b/modules/extras.py
@@ -134,7 +134,7 @@ def run_modelmerger(id_task, **kwargs):  # pylint: disable=unused-argument
 
     try:
         theta_0 = theta_0.to_dict() #TensorDict -> Dict if necessary
-    except:
+    except Exception:
         pass
 
     bake_in_vae_filename = sd_vae.vae_dict.get(kwargs.get("bake_in_vae", None), None)
diff --git a/modules/ui_models.py b/modules/ui_models.py
index be338c23d..ae4baab15 100644
--- a/modules/ui_models.py
+++ b/modules/ui_models.py
@@ -81,7 +81,7 @@ def create_ui():
                             custom_name = gr.Textbox(label="New model name")
                         with FormRow():
                             merge_mode = gr.Dropdown(choices=merge_methods.__all__, value="weighted_sum", label="Interpolation Method")
-                            merge_mode_docs = gr.HTML(value=getattr(merge_methods, "weighted_sum").__doc__.replace("\n", "<br>"))
+                            merge_mode_docs = gr.HTML(value=getattr(merge_methods, "weighted_sum", "").__doc__.replace("\n", "<br>"))
                         with FormRow():
                             primary_model_name = gr.Dropdown(sd_model_choices(), label="Primary model", value="None")
                             create_refresh_button(primary_model_name, sd_models.list_models, lambda: {"choices": sd_model_choices()}, "refresh_checkpoint_A")
@@ -641,7 +641,7 @@ def create_ui():
                     civit_update_download_btn = gr.Button(value="Download", variant='primary', visible=False)
 
                 class CivitModel:
-                    def __init__(self, name, fn, sha = None, meta = {}):
+                    def __init__(self, name, fn, sha = None, meta = {}): # noqa: B006
                         self.name = name
                         self.id = meta.get('id', 0)
                         self.fn = fn
@@ -701,7 +701,7 @@ def create_ui():
                                         model.latest_name = f.get('name', '')
                                         if model.vername == model.latest:
                                             model.status = 'Latest'
-                                        elif any(map(lambda v: v in model.latest_hashes, all_hashes)):
+                                        elif any(map(lambda v: v in model.latest_hashes, all_hashes)): # pylint: disable=cell-var-from-loop # noqa: C417
                                             model.status = 'Downloaded'
                                         else:
                                             model.status = 'Available'
@@ -716,7 +716,7 @@ def create_ui():
                     nonlocal selected_model, update_data
                     try:
                         selected_model = [m for m in update_data if m.fn == in_data[evt.index[0]][1]][0]
-                    except:
+                    except Exception:
                         selected_model = None
                     if selected_model is None or selected_model.url is None or selected_model.status != 'Available':
                         return [gr.update(value='Model update not available'), gr.update(visible=False)]

From bcba5cadab96623719415fd7a95e0a699c48e5f5 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 24 Nov 2023 18:06:09 -0500
Subject: [PATCH 05/42] add ip adapter and hdr latent control

---
 CHANGELOG.md                     | 10 ++++
 modules/processing.py            | 11 +++-
 modules/processing_correction.py | 57 +++++++++++++++++++
 modules/processing_diffusers.py  |  4 +-
 modules/txt2img.py               |  5 +-
 modules/ui.py                    | 12 ++++
 scripts/ipadapter.py             | 96 ++++++++++++++++++++++++++++++++
 scripts/xyz_grid.py              |  5 ++
 8 files changed, 197 insertions(+), 3 deletions(-)
 create mode 100644 modules/processing_correction.py
 create mode 100644 scripts/ipadapter.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4f1067662..a85a6af13 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,16 @@
 
 ## Update for 2023-11-24
 
+Note: Release pending `diffusers==0.24`
+
+- **Diffusers**
+  - **IP adapter**
+    - Lightweight implementation of T2I adapters which can guide generation towards specific image style
+    - Supports most T2I models, not limited to SD
+  - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
+    - In *Advanced* params
+    - Allows control of *latent clamping*, *color centering* and *range maximimization*
+    - Supported by *XYZ grid*
 - **General**
   - log level defaults to info for console and debug for log file
   - better prompt display in process tab
diff --git a/modules/processing.py b/modules/processing.py
index 3c3faada5..0710264d1 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -121,7 +121,7 @@ class StableDiffusionProcessing:
     """
     The first set of paramaters: sd_models -> do_not_reload_embeddings represent the minimum required to create a StableDiffusionProcessing
     """
-    def __init__(self, sd_model=None, outpath_samples=None, outpath_grids=None, prompt: str = "", styles: List[str] = None, seed: int = -1, subseed: int = -1, subseed_strength: float = 0, seed_resize_from_h: int = -1, seed_resize_from_w: int = -1, seed_enable_extras: bool = True, sampler_name: str = None, latent_sampler: str = None, batch_size: int = 1, n_iter: int = 1, steps: int = 50, cfg_scale: float = 7.0, image_cfg_scale: float = None, clip_skip: int = 1, width: int = 512, height: int = 512, full_quality: bool = True, restore_faces: bool = False, tiling: bool = False, do_not_save_samples: bool = False, do_not_save_grid: bool = False, extra_generation_params: Dict[Any, Any] = None, overlay_images: Any = None, negative_prompt: str = None, eta: float = None, do_not_reload_embeddings: bool = False, denoising_strength: float = 0, diffusers_guidance_rescale: float = 0.7, override_settings: Dict[str, Any] = None, override_settings_restore_afterwards: bool = True, sampler_index: int = None, script_args: list = None): # pylint: disable=unused-argument
+    def __init__(self, sd_model=None, outpath_samples=None, outpath_grids=None, prompt: str = "", styles: List[str] = None, seed: int = -1, subseed: int = -1, subseed_strength: float = 0, seed_resize_from_h: int = -1, seed_resize_from_w: int = -1, seed_enable_extras: bool = True, sampler_name: str = None, latent_sampler: str = None, batch_size: int = 1, n_iter: int = 1, steps: int = 50, cfg_scale: float = 7.0, image_cfg_scale: float = None, clip_skip: int = 1, width: int = 512, height: int = 512, full_quality: bool = True, restore_faces: bool = False, tiling: bool = False, do_not_save_samples: bool = False, do_not_save_grid: bool = False, extra_generation_params: Dict[Any, Any] = None, overlay_images: Any = None, negative_prompt: str = None, eta: float = None, do_not_reload_embeddings: bool = False, denoising_strength: float = 0, diffusers_guidance_rescale: float = 0.7, hdr_clamp: bool = False, hdr_boundary: float = 4.0, hdr_threshold: float = 3.5, hdr_center: bool = False, hdr_channel_shift: float = 0.8, hdr_full_shift: float = 0.8, hdr_maximize: bool = False, hdr_max_boundry: float = 4.0, override_settings: Dict[str, Any] = None, override_settings_restore_afterwards: bool = True, sampler_index: int = None, script_args: list = None): # pylint: disable=unused-argument
 
         self.outpath_samples: str = outpath_samples
         self.outpath_grids: str = outpath_grids
@@ -203,6 +203,15 @@ class StableDiffusionProcessing:
         self.scripts_value: modules.scripts.ScriptRunner = field(default=None, init=False)
         self.script_args_value: list = field(default=None, init=False)
         self.scripts_setup_complete: bool = field(default=False, init=False)
+        # hdr
+        self.hdr_clamp = hdr_clamp
+        self.hdr_boundary = hdr_boundary
+        self.hdr_threshold = hdr_threshold
+        self.hdr_center = hdr_center
+        self.hdr_channel_shift = hdr_channel_shift
+        self.hdr_full_shift = hdr_full_shift
+        self.hdr_maximize = hdr_maximize
+        self.hdr_max_boundry = hdr_max_boundry
 
 
     @property
diff --git a/modules/processing_correction.py b/modules/processing_correction.py
new file mode 100644
index 000000000..5ddecc885
--- /dev/null
+++ b/modules/processing_correction.py
@@ -0,0 +1,57 @@
+"""
+based on article by TimothyAlexisVass
+https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space
+"""
+
+import os
+import torch
+from modules import shared
+
+
+debug = shared.log.info if os.environ.get('SD_HDR_DEBUG', None) is not None else lambda *args, **kwargs: None
+
+
+def soft_clamp_tensor(input_tensor, threshold=3.5, boundary=4):
+    # shrinking towards the mean; will also remove outliers
+    if max(abs(input_tensor.max()), abs(input_tensor.min())) < 4:
+        return input_tensor
+    channel_dim = 1
+    max_vals = input_tensor.max(channel_dim, keepdim=True)[0]
+    max_replace = ((input_tensor - threshold) / (max_vals - threshold)) * (boundary - threshold) + threshold
+    over_mask = input_tensor > threshold
+    min_vals = input_tensor.min(channel_dim, keepdim=True)[0]
+    min_replace = ((input_tensor + threshold) / (min_vals + threshold)) * (-boundary + threshold) - threshold
+    under_mask = input_tensor < -threshold
+    debug(f'HDE soft clamp: threshold={threshold} boundary={boundary}')
+    res = torch.where(over_mask, max_replace, torch.where(under_mask, min_replace, input_tensor))
+    return res
+
+
+def center_tensor(input_tensor, channel_shift=1.0, full_shift=1.0, channels=[0, 1, 2, 3]):
+    means = []
+    for channel in channels:
+        means.append(input_tensor[0, channel].mean())
+        input_tensor[0, channel] -= means[-1] * channel_shift
+    debug(f'HDR center: channel-shift{channel_shift} full-shift={full_shift} means={torch.stack(means)}')
+    res = input_tensor - input_tensor.mean() * full_shift
+    return res
+
+
+def maximize_tensor(input_tensor, boundary=4.0, channels=[0, 1, 2]):
+    min_val = input_tensor.min()
+    max_val = input_tensor.max()
+    normalization_factor = boundary / max(abs(min_val), abs(max_val))
+    input_tensor[0, channels] *= normalization_factor
+    debug(f'HDR maximize: boundary={boundary} min={min_val} max={max_val} factor={normalization_factor}')
+    return input_tensor
+
+
+def correction_callback(p, timestep, kwags):
+    if timestep > 950 and p.hdr_clamp:
+        kwags["latents"] = soft_clamp_tensor(kwags["latents"], threshold=p.hdr_threshold, boundary=p.hdr_boundary)
+    if timestep > 700 and p.hdr_center:
+        kwags["latents"] = center_tensor(kwags["latents"], channel_shift=p.hdr_channel_shift, full_shift=p.hdr_full_shift)
+    if timestep > 1 and timestep < 100 and p.hdr_maximize:
+        kwags["latents"] = center_tensor(kwags["latents"], channel_shift=0.6, full_shift=1.0)
+        kwags["latents"] = maximize_tensor(kwags["latents"], boundary=p.hdr_max_boundry)
+    return kwags
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 1e984134b..55cbdb690 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -17,6 +17,7 @@ import modules.errors as errors
 from modules.processing import StableDiffusionProcessing, create_random_tensors
 import modules.prompt_parser_diffusers as prompt_parser_diffusers
 from modules.sd_hijack_hypertile import hypertile_set
+from modules.processing_correction import correction_callback
 
 
 def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_prompts):
@@ -71,7 +72,8 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
                     raise AssertionError('Interrupted...')
                 time.sleep(0.1)
 
-    def diffusers_callback(_pipe, step: int, _timestep: int, kwargs: dict):
+    def diffusers_callback(_pipe, step: int, timestep: int, kwargs: dict):
+        latents = correction_callback(p, timestep, kwargs)
         latents = kwargs['latents']
         shared.state.sampling_step = step
         shared.state.current_latent = latents
diff --git a/modules/txt2img.py b/modules/txt2img.py
index 899af07db..3e51190cc 100644
--- a/modules/txt2img.py
+++ b/modules/txt2img.py
@@ -4,7 +4,7 @@ from modules.generation_parameters_copypaste import create_override_settings_dic
 from modules.ui import plaintext_to_html
 
 
-def txt2img(id_task: str, prompt: str, negative_prompt: str, prompt_styles, steps: int, sampler_index: int, latent_index: int, full_quality: bool, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, image_cfg_scale: float, diffusers_guidance_rescale: float, clip_skip: int, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, height: int, width: int, enable_hr: bool, denoising_strength: float, hr_scale: float, hr_upscaler: str, hr_force: bool, hr_second_pass_steps: int, hr_resize_x: int, hr_resize_y: int, refiner_steps: int, refiner_start: int, refiner_prompt: str, refiner_negative: str, override_settings_texts, *args): # pylint: disable=unused-argument
+def txt2img(id_task: str, prompt: str, negative_prompt: str, prompt_styles, steps: int, sampler_index: int, latent_index: int, full_quality: bool, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, image_cfg_scale: float, diffusers_guidance_rescale: float, clip_skip: int, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, height: int, width: int, enable_hr: bool, denoising_strength: float, hr_scale: float, hr_upscaler: str, hr_force: bool, hr_second_pass_steps: int, hr_resize_x: int, hr_resize_y: int, refiner_steps: int, refiner_start: int, refiner_prompt: str, refiner_negative: str, hdr_clamp, hdr_boundary, hdr_threshold, hdr_center, hdr_channel_shift, hdr_full_shift, hdr_maximize, hdr_max_boundry, override_settings_texts, *args): # pylint: disable=unused-argument
 
     shared.log.debug(f'txt2img: id_task={id_task}|prompt={prompt}|negative_prompt={negative_prompt}|prompt_styles={prompt_styles}|steps={steps}|sampler_index={sampler_index}|latent_index={latent_index}|full_quality={full_quality}|restore_faces={restore_faces}|tiling={tiling}|n_iter={n_iter}|batch_size={batch_size}|cfg_scale={cfg_scale}|clip_skip={clip_skip}|seed={seed}|subseed={subseed}|subseed_strength={subseed_strength}|seed_resize_from_h={seed_resize_from_h}|seed_resize_from_w={seed_resize_from_w}||height={height}|width={width}|enable_hr={enable_hr}|denoising_strength={denoising_strength}|hr_scale={hr_scale}|hr_upscaler={hr_upscaler}|hr_force={hr_force}|hr_second_pass_steps={hr_second_pass_steps}|hr_resize_x={hr_resize_x}|hr_resize_y={hr_resize_y}|image_cfg_scale={image_cfg_scale}|diffusers_guidance_rescale={diffusers_guidance_rescale}|refiner_steps={refiner_steps}|refiner_start={refiner_start}|refiner_prompt={refiner_prompt}|refiner_negative={refiner_negative}|override_settings_texts={override_settings_texts}')
 
@@ -57,6 +57,9 @@ def txt2img(id_task: str, prompt: str, negative_prompt: str, prompt_styles, step
         refiner_start=refiner_start,
         refiner_prompt=refiner_prompt,
         refiner_negative=refiner_negative,
+        hdr_clamp=hdr_clamp, hdr_boundary=hdr_boundary, hdr_threshold=hdr_threshold,
+        hdr_center=hdr_center, hdr_channel_shift=hdr_channel_shift, hdr_full_shift=hdr_full_shift,
+        hdr_maximize=hdr_maximize, hdr_max_boundry=hdr_max_boundry,
         override_settings=override_settings,
     )
     p.scripts = modules.scripts.scripts_txt2img
diff --git a/modules/ui.py b/modules/ui.py
index 0dcf9c25f..611d1c0ae 100644
--- a/modules/ui.py
+++ b/modules/ui.py
@@ -427,6 +427,17 @@ def create_ui(startup_timer = None):
                             full_quality = gr.Checkbox(label='Full quality', value=True, elem_id="txt2img_full_quality")
                             restore_faces = gr.Checkbox(label='Face restore', value=False, visible=len(modules.shared.face_restorers) > 1, elem_id="txt2img_restore_faces")
                             tiling = gr.Checkbox(label='Tiling', value=False, elem_id="txt2img_tiling")
+                        with FormRow():
+                            hdr_clamp = gr.Checkbox(label='HDR clamp', value=False, elem_id="txt2img_hdr_clamp")
+                            hdr_boundary = gr.Slider(minimum=0.0, maximum=10.0, step=0.1, value=4.0,  label='Range', elem_id="txt2img_hdr_boundary")
+                            hdr_threshold = gr.Slider(minimum=0.0, maximum=1.0, step=0.01, value=0.95,  label='Threshold', elem_id="txt2img_hdr_threshold")
+                        with FormRow():
+                            hdr_center = gr.Checkbox(label='HDR center', value=False, elem_id="txt2img_hdr_center")
+                            hdr_channel_shift = gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1.0,  label='Channel shift', elem_id="txt2img_hdr_channel_shift")
+                            hdr_full_shift = gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1,  label='Full shift', elem_id="txt2img_hdr_full_shift")
+                        with FormRow():
+                            hdr_maximize = gr.Checkbox(label='HDR maximize', value=False, elem_id="txt2img_hdr_maximize")
+                            hdr_max_boundry = gr.Slider(minimum=0.0, maximum=10.0, step=0.1, value=4.0,  label='range', elem_id="txt2img_hdr_max_boundry")
 
                     with gr.Accordion(open=False, label="Second pass", elem_id="txt2img_second_pass", elem_classes=["small-accordion"]):
                         with FormGroup():
@@ -493,6 +504,7 @@ def create_ui(startup_timer = None):
                     enable_hr, denoising_strength,
                     hr_scale, hr_upscaler, hr_force, hr_second_pass_steps, hr_resize_x, hr_resize_y,
                     refiner_steps, refiner_start, refiner_prompt, refiner_negative,
+                    hdr_clamp, hdr_boundary, hdr_threshold, hdr_center, hdr_channel_shift, hdr_full_shift, hdr_maximize, hdr_max_boundry,
                     override_settings,
                 ] + custom_inputs,
                 outputs=[
diff --git a/scripts/ipadapter.py b/scripts/ipadapter.py
new file mode 100644
index 000000000..b9612e44c
--- /dev/null
+++ b/scripts/ipadapter.py
@@ -0,0 +1,96 @@
+"""
+lightweight ip-adapter applied to existing pipeline
+- downloads image_encoder or first usage (2.5GB)
+- introduced via: https://github.com/huggingface/diffusers/pull/5713
+- ip adapters: https://huggingface.co/h94/IP-Adapter
+"""
+
+import gradio as gr
+from modules import scripts, processing
+
+
+image_encoder = None
+ADAPTERS = [
+    'none',
+    'models/ip-adapter_sd15',
+    'models/ip-adapter_sd15_light',
+    # 'models/ip-adapter_sd15_vit-G', # RuntimeError: mat1 and mat2 shapes cannot be multiplied (2x1024 and 1280x3072)
+    # 'models/ip-adapter-plus_sd15', # KeyError: 'proj.weight'
+    # 'models/ip-adapter-plus-face_sd15', # KeyError: 'proj.weight'
+    # 'models/ip-adapter-full-face_sd15', # KeyError: 'proj.weight'
+    'sdxl_models/ip-adapter_sdxl',
+    # 'sdxl_models/ip-adapter_sdxl_vit-h',
+    # 'sdxl_models/ip-adapter-plus_sdxl_vit-h',
+    # 'sdxl_models/ip-adapter-plus-face_sdxl_vit-h',
+]
+
+
+# main processing used in both modes
+def before_process(p: processing.StableDiffusionProcessing, adapter, scale, image):
+    import torch
+    import transformers
+    from modules import shared, devices
+
+    # init code
+    if shared.sd_model is None:
+        return
+    if adapter == 'none' or image is None:
+        if hasattr(shared.sd_model, 'set_ip_adapter_scale'):
+            shared.sd_model.set_ip_adapter_scale(0)
+        return
+    if shared.backend != shared.Backend.DIFFUSERS:
+        shared.log.warning('IP adapter: not in diffusers mode')
+        return
+    if not hasattr(shared.sd_model, 'load_ip_adapter'):
+        shared.log.error(f'IP adapter: pipeline not supported: {shared.sd_model.__class__.__name__}')
+        return
+    if getattr(shared.sd_model, 'image_encoder', None) is None:
+        if shared.sd_model_type == 'sd':
+            subfolder = 'models/image_encoder'
+        elif shared.sd_model_type == 'sdxl':
+            subfolder = 'sdxl_models/image_encoder'
+        else:
+            shared.log.error(f'IP adapter: unsupported model type: {shared.sd_model_type}')
+            return
+        global image_encoder # pylint: disable=global-statement
+        if image_encoder is None:
+            try:
+                image_encoder = transformers.CLIPVisionModelWithProjection.from_pretrained("h94/IP-Adapter", subfolder=subfolder, torch_dtype=torch.float16, cache_dir=shared.opts.diffusers_dir, use_safetensors=True).to(devices.device)
+            except Exception as e:
+                shared.log.error(f'IP adapter: failed to load image encoder: {e}')
+                return
+
+    # main code
+    subfolder, model = adapter.split('/')
+    shared.log.info(f'IP adapter: scale={scale} adapter="{model}" image={image}')
+    shared.sd_model.image_encoder = image_encoder
+    shared.sd_model.load_ip_adapter("h94/IP-Adapter", subfolder=subfolder, weight_name=f'{model}.safetensors')
+    shared.sd_model.set_ip_adapter_scale(scale)
+    p.task_args = { 'ip_adapter_image': image }
+    p.extra_generation_params["IP Adapter"] = f'{adapter}:{scale}'
+
+
+# defines script for dual-mode usage
+class Script(scripts.Script):
+    # see below for all available options and callbacks
+    # <https://github.com/vladmandic/automatic/blob/master/modules/scripts.py#L26>
+
+    def title(self):
+        return 'IP Adapter'
+
+    def show(self, is_img2img):
+        return scripts.AlwaysVisible
+
+    # return signature is array of gradio components
+    def ui(self, _is_img2img):
+        with gr.Accordion('IP Adapter', open=False, elem_id='ipadapter'):
+            with gr.Row():
+                adapter = gr.Dropdown(label='Adapter', choices=ADAPTERS, value='none')
+                scale = gr.Slider(label='Scale', minimum=0.0, maximum=1.0, step=0.01, value=0.5)
+            with gr.Row():
+                image = gr.Image(image_mode='RGB', label='Image', source='upload', type='pil', width=512)
+        return [adapter, scale, image]
+
+    # triggered by callback
+    def before_process(self, p: processing.StableDiffusionProcessing, *args): # pylint: disable=arguments-differ
+        before_process(p, *args)
diff --git a/scripts/xyz_grid.py b/scripts/xyz_grid.py
index ad8cb65af..1ca2d838c 100644
--- a/scripts/xyz_grid.py
+++ b/scripts/xyz_grid.py
@@ -257,6 +257,11 @@ axis_options = [
     AxisOption("[Refiner] Model", str, apply_refiner, fmt=format_value, cost=1.0, choices=lambda: ['None'] + sorted(sd_models.checkpoints_list)),
     AxisOption("[Refiner] Refiner start", float, apply_field("refiner_start")),
     AxisOption("[Refiner] Refiner steps", float, apply_field("refiner_steps")),
+    AxisOption("[HDR] Clamp boundary", float, apply_field("hdr_boundary")),
+    AxisOption("[HDR] Clamp threshold", float, apply_field("hdr_threshold")),
+    AxisOption("[HDR] Center channel shift", float, apply_field("hdr_channel_shift")),
+    AxisOption("[HDR] Center full shift", float, apply_field("hdr_full_shift")),
+    AxisOption("[HDR] Maximize boundary", float, apply_field("hdr_max_boundry")),
     AxisOption("[ToMe] Token merging ratio (txt2img)", float, apply_override('token_merging_ratio')),
     AxisOption("[ToMe] Token merging ratio (hires)", float, apply_override('token_merging_ratio_hr')),
     AxisOption("[FreeU] 1st stage backbone factor", float, apply_setting('freeu_b1')),

From d7ff507e4c9165c3cbd114da315bde6365863c55 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 25 Nov 2023 08:21:04 -0500
Subject: [PATCH 06/42] autodetect inpaint and instruct pipelines

---
 modules/sd_models.py    | 13 +++++++++++++
 modules/shared_items.py |  1 +
 2 files changed, 14 insertions(+)

diff --git a/modules/sd_models.py b/modules/sd_models.py
index dccba9fe8..e8c98ddbc 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -604,6 +604,7 @@ def detect_pipeline(f: str, op: str = 'model', warning=True):
     warn = shared.log.warning if warning else lambda *args, **kwargs: None
     if guess == 'Autodetect':
         try:
+            # guess by size
             size = round(os.path.getsize(f) / 1024 / 1024)
             if size < 128:
                 warn(f'Model size smaller than expected: {f} size={size} MB')
@@ -636,6 +637,7 @@ def detect_pipeline(f: str, op: str = 'model', warning=True):
                 guess = 'Stable Diffusion XL Instruct'
             else:
                 guess = 'Stable Diffusion'
+            # guess by name
             if 'LCM_' in f or 'LCM-' in f:
                 if shared.backend == shared.Backend.ORIGINAL:
                     warn(f'Model detected as LCM model, but attempting to load using backend=original: {op}={f} size={size} MB')
@@ -644,6 +646,16 @@ def detect_pipeline(f: str, op: str = 'model', warning=True):
                 if shared.backend == shared.Backend.ORIGINAL:
                     warn(f'Model detected as PixArt Alpha model, but attempting to load using backend=original: {op}={f} size={size} MB')
                 guess = 'PixArt Alpha'
+            # switch for specific variant
+            if guess == 'Stable Diffusion' and 'inpaint' in f.lower():
+                guess = 'Stable Diffusion Inpaint'
+            elif guess == 'Stable Diffusion' and 'instruct' in f.lower():
+                guess = 'Stable Diffusion Instruct'
+            if guess == 'Stable Diffusion XL' and 'inpaint' in f.lower():
+                guess = 'Stable Diffusion XL Inpaint'
+            elif guess == 'Stable Diffusion XL' and 'instruct' in f.lower():
+                guess = 'Stable Diffusion XL Instruct'
+            # get actual pipeline
             pipeline = shared_items.get_pipelines().get(guess, None)
             shared.log.info(f'Autodetect: {op}="{guess}" class={pipeline.__name__} file="{f}" size={size}MB')
         except Exception as e:
@@ -889,6 +901,7 @@ def load_diffuser(checkpoint_info=None, already_loaded_state_dict=None, timer=No
                     shared.log.debug(f'Setting {op}: pipeline={sd_model.__class__.__name__} config={diffusers_load_config}') # pylint: disable=protected-access
             except Exception as e:
                 shared.log.error(f'Diffusers failed loading: {op}={checkpoint_info.path} pipeline={shared.opts.diffusers_pipeline}/{sd_model.__class__.__name__} {e}')
+                errors.display(e, f'loading {op}={checkpoint_info.path} pipeline={shared.opts.diffusers_pipeline}/{sd_model.__class__.__name__}')
                 return
         else:
             shared.log.error(f'Diffusers cannot load: {op}={checkpoint_info.path}')
diff --git a/modules/shared_items.py b/modules/shared_items.py
index 72d8cbfca..f378b93e5 100644
--- a/modules/shared_items.py
+++ b/modules/shared_items.py
@@ -30,6 +30,7 @@ def get_pipelines():
     pipelines = { # note: not all pipelines can be used manually as they require prior pipeline next to decoder pipeline
         'Autodetect': None,
         'Stable Diffusion': getattr(diffusers, 'StableDiffusionPipeline', None),
+        'Stable Diffusion Inpaint': getattr(diffusers, 'StableDiffusionInpaintPipeline', None),
         'Stable Diffusion Img2Img': getattr(diffusers, 'StableDiffusionImg2ImgPipeline', None),
         'Stable Diffusion Instruct': getattr(diffusers, 'StableDiffusionInstructPix2PixPipeline', None),
         'Stable Diffusion Upscale': getattr(diffusers, 'StableDiffusionUpscalePipeline', None),

From 9bd66e578ade67dea4055c09d7497baff383c06f Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 25 Nov 2023 10:16:03 -0500
Subject: [PATCH 07/42] fix prompt padding

---
 CHANGELOG.md                       |  2 ++
 modules/prompt_parser_diffusers.py | 12 ++++++------
 modules/sd_models.py               |  6 +++---
 3 files changed, 11 insertions(+), 9 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a85a6af13..e416db3a2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,8 @@ Note: Release pending `diffusers==0.24`
     - In *Advanced* params
     - Allows control of *latent clamping*, *color centering* and *range maximimization*
     - Supported by *XYZ grid*
+  - better autodetection of *inpaint* and *instruct* pipelines
+  - support long seconary prompt for refiner
 - **General**
   - log level defaults to info for console and debug for log file
   - better prompt display in process tab
diff --git a/modules/prompt_parser_diffusers.py b/modules/prompt_parser_diffusers.py
index 735cf995a..abd06b778 100644
--- a/modules/prompt_parser_diffusers.py
+++ b/modules/prompt_parser_diffusers.py
@@ -59,9 +59,9 @@ class DiffusersTextualInversionManager(BaseTextualInversionManager):
         return self.pipe.tokenizer.encode(prompt, add_special_tokens=False)
 
 
-def encode_prompts(pipeline, prompts: list, negative_prompts: list, clip_skip: typing.Optional[int] = None):
-    if 'StableDiffusion' not in pipeline.__class__.__name__:
-        shared.log.warning(f"Prompt parser not supported: {pipeline.__class__.__name__}")
+def encode_prompts(pipe, prompts: list, negative_prompts: list, clip_skip: typing.Optional[int] = None):
+    if 'StableDiffusion' not in pipe.__class__.__name__:
+        shared.log.warning(f"Prompt parser not supported: {pipe.__class__.__name__}")
         return None, None, None, None
     else:
         prompt_embeds = []
@@ -69,7 +69,7 @@ def encode_prompts(pipeline, prompts: list, negative_prompts: list, clip_skip: t
         negative_embeds = []
         negative_pooleds = []
         for i in range(len(prompts)):
-            prompt_embed, positive_pooled, negative_embed, negative_pooled = get_weighted_text_embeddings(pipeline, prompts[i], negative_prompts[i], clip_skip)
+            prompt_embed, positive_pooled, negative_embed, negative_pooled = get_weighted_text_embeddings(pipe, prompts[i], negative_prompts[i], clip_skip)
             prompt_embeds.append(prompt_embed)
             positive_pooleds.append(positive_pooled)
             negative_embeds.append(negative_embed)
@@ -118,9 +118,9 @@ def prepare_embedding_providers(pipe, clip_skip):
 def pad_to_same_length(pipe, embeds):
     device = pipe.device if str(pipe.device) != 'meta' else devices.device
     try: #SDXL
-        empty_embed = shared.sd_model.encode_prompt("")
+        empty_embed = pipe.encode_prompt("")
     except Exception: #SD1.5
-        empty_embed = shared.sd_model.encode_prompt("", device, 1, False)
+        empty_embed = pipe.encode_prompt("", device, 1, False)
     empty_batched = torch.cat([empty_embed[0].to(embeds[0].device)] * embeds[0].shape[0])
     max_token_count = max([embed.shape[1] for embed in embeds])
     for i, embed in enumerate(embeds):
diff --git a/modules/sd_models.py b/modules/sd_models.py
index e8c98ddbc..42a05e286 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -742,13 +742,13 @@ def set_diffuser_options(sd_model, vae, op: str):
         sd_model.enable_xformers_memory_efficient_attention()
 
     if shared.opts.diffusers_eval:
-        if hasattr(sd_model, "unet"):
+        if hasattr(sd_model, "unet") and hasattr(sd_model.unet, "requires_grad_"):
             sd_model.unet.requires_grad_(False)
             sd_model.unet.eval()
-        if hasattr(sd_model, "vae"):
+        if hasattr(sd_model, "vae") and hasattr(sd_model.vae, "requires_grad_"):
             sd_model.vae.requires_grad_(False)
             sd_model.vae.eval()
-        if hasattr(sd_model, "text_encoder"):
+        if hasattr(sd_model, "text_encoder") and hasattr(sd_model.text_encoder, "requires_grad_"):
             sd_model.text_encoder.requires_grad_(False)
             sd_model.text_encoder.eval()
 

From 128bbe5561ef40bc8aa3911896362ddcefd87e67 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 25 Nov 2023 11:53:51 -0500
Subject: [PATCH 08/42] fix img2img/inpaint paste params

---
 CHANGELOG.md                                 |  1 +
 modules/img2img.py                           |  1 -
 modules/processing.py                        |  6 +++++-
 modules/sd_models.py                         | 13 ++++++++-----
 repositories/ldm/models/diffusion/ddpm.py    |  2 +-
 repositories/ldm/modules/encoders/modules.py |  4 ++--
 repositories/ldm/util.py                     |  2 +-
 7 files changed, 18 insertions(+), 11 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e416db3a2..ad98ed3db 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,7 @@ Note: Release pending `diffusers==0.24`
   - better prompt display in process tab
   - increase maximum lora cache values
   - fix for python 3.9 compatibility
+  - fix img2img/inpaint paste params
 
 ## Update for 2023-11-23
 
diff --git a/modules/img2img.py b/modules/img2img.py
index 0152cf9d5..e0fd159b0 100644
--- a/modules/img2img.py
+++ b/modules/img2img.py
@@ -208,7 +208,6 @@ def img2img(id_task: str, mode: int, prompt: str, negative_prompt: str, prompt_s
         p.scale_by = scale_by
     p.scripts = modules.scripts.scripts_img2img
     p.script_args = args
-    p.extra_generation_params['Resize mode'] = resize_mode
     if mask:
         p.extra_generation_params["Mask blur"] = mask_blur
         p.extra_generation_params["Mask alpha"] = mask_alpha
diff --git a/modules/processing.py b/modules/processing.py
index 0710264d1..6e4485dfd 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -606,10 +606,14 @@ def create_infotext(p: StableDiffusionProcessing, all_prompts=None, all_seeds=No
         args["Init image size"] = f"{getattr(p, 'init_img_width', 0)}x{getattr(p, 'init_img_height', 0)}"
         args["Init image hash"] = getattr(p, 'init_img_hash', None)
         args["Mask weight"] = getattr(p, "inpainting_mask_weight", shared.opts.inpainting_mask_weight) if p.is_using_inpainting_conditioning else None
-        args['Resize mode'] = getattr(p, 'resize_mode', None)
         args['Resize scale'] = getattr(p, 'scale_by', None)
         args["Mask blur"] = p.mask_blur if getattr(p, 'mask', None) is not None and getattr(p, 'mask_blur', 0) > 0 else None
         args["Denoising strength"] = getattr(p, 'denoising_strength', None)
+        # lookup by index
+        if getattr(p, 'resize_mode', None) is not None:
+            RESIZE_MODES = ["None", "Resize fixed", "Crop and resize", "Resize and fill", "Latent upscale"]
+            args['Resize mode'] = RESIZE_MODES[p.resize_mode]
+        # TODO missing-by-index: inpainting_fill, inpaint_full_res, inpainting_mask_invert
     if 'face' in p.ops:
         args["Face restoration"] = shared.opts.face_restoration_model
     if 'color' in p.ops:
diff --git a/modules/sd_models.py b/modules/sd_models.py
index 42a05e286..79d591ffe 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -473,6 +473,9 @@ def load_model_weights(model: torch.nn.Module, checkpoint_info: CheckpointInfo,
     model.sd_model_hash = checkpoint_info.calculate_shorthash()
     model.sd_model_checkpoint = checkpoint_info.filename
     model.sd_checkpoint_info = checkpoint_info
+    model.is_sdxl = False # a1111 compatibility item
+    model.is_sd2 = False # a1111 compatibility item
+    model.is_sd1 = True # a1111 compatibility item
     shared.opts.data["sd_checkpoint_hash"] = checkpoint_info.sha256
     model.logvar = model.logvar.to(devices.device)  # fix for training
     sd_vae.delete_base_vae()
@@ -549,10 +552,6 @@ class ModelData:
             with self.lock:
                 try:
                     self.sd_model = reload_model_weights(op='model')
-                    if self.sd_model is not None:
-                        self.sd_model.is_sdxl = False # a1111 compatibility item
-                        self.sd_model.is_sd2 = False # a1111 compatibility item
-                        self.sd_model.is_sd1 = True # a1111 compatibility item
                     self.initial = False
                 except Exception as e:
                     shared.log.error("Failed to load stable diffusion model")
@@ -1107,12 +1106,16 @@ def load_model(checkpoint_info=None, already_loaded_state_dict=None, timer=None,
     sd_model = None
     stdout = io.StringIO()
     with contextlib.redirect_stdout(stdout):
+        """
         try:
             clip_is_included_into_sd = sd1_clip_weight in state_dict or sd2_clip_weight in state_dict
             with sd_disable_initialization.DisableInitialization(disable_clip=clip_is_included_into_sd):
                 sd_model = instantiate_from_config(sd_config.model)
-        except Exception:
+        except Exception as e:
+            shared.log.error(f'LDM: instantiate from config: {e}')
             sd_model = instantiate_from_config(sd_config.model)
+        """
+        sd_model = instantiate_from_config(sd_config.model)
     for line in stdout.getvalue().splitlines():
         if len(line) > 0:
             shared.log.info(f'LDM: {line.strip()}')
diff --git a/repositories/ldm/models/diffusion/ddpm.py b/repositories/ldm/models/diffusion/ddpm.py
index 3350c032f..99879b224 100644
--- a/repositories/ldm/models/diffusion/ddpm.py
+++ b/repositories/ldm/models/diffusion/ddpm.py
@@ -81,7 +81,7 @@ class DDPM(pl.LightningModule):
         super().__init__()
         assert parameterization in ["eps", "x0", "v"], 'currently only supporting "eps" and "x0" and "v"'
         self.parameterization = parameterization
-        print(f"{self.__class__.__name__}: Running in {self.parameterization}-prediction mode")
+        print(f"{self.__class__.__name__}: mode={self.parameterization}")
         self.cond_stage_model = None
         self.clip_denoised = clip_denoised
         self.log_every_t = log_every_t
diff --git a/repositories/ldm/modules/encoders/modules.py b/repositories/ldm/modules/encoders/modules.py
index 523a7d853..8208d9471 100644
--- a/repositories/ldm/modules/encoders/modules.py
+++ b/repositories/ldm/modules/encoders/modules.py
@@ -301,8 +301,8 @@ class FrozenCLIPT5Encoder(AbstractEncoder):
         super().__init__()
         self.clip_encoder = FrozenCLIPEmbedder(clip_version, device, max_length=clip_max_length)
         self.t5_encoder = FrozenT5Embedder(t5_version, device, max_length=t5_max_length)
-        print(f"{self.clip_encoder.__class__.__name__} has {count_params(self.clip_encoder) * 1.e-6:.2f} M parameters, "
-              f"{self.t5_encoder.__class__.__name__} comes with {count_params(self.t5_encoder) * 1.e-6:.2f} M params.")
+        print(f"{self.clip_encoder.__class__.__name__} params={count_params(self.clip_encoder) * 1.e-6:.2f} M "
+              f"{self.t5_encoder.__class__.__name__} params={count_params(self.t5_encoder) * 1.e-6:.2f} M")
 
     def encode(self, text):
         return self(text)
diff --git a/repositories/ldm/util.py b/repositories/ldm/util.py
index 9ede259d5..bafa440d0 100644
--- a/repositories/ldm/util.py
+++ b/repositories/ldm/util.py
@@ -75,7 +75,7 @@ def mean_flat(tensor):
 def count_params(model, verbose=False):
     total_params = sum(p.numel() for p in model.parameters())
     if verbose:
-        print(f"{model.__class__.__name__} has {total_params*1.e-6:.2f} M params.")
+        print(f"{model.__class__.__name__} params={total_params*1.e-6:.2f}M")
     return total_params
 
 

From a6a3216d2e0008f844cc35b6b647c154bf198846 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 25 Nov 2023 12:30:25 -0500
Subject: [PATCH 09/42] ipadapter batch/cache/unload

---
 scripts/ipadapter.py | 111 ++++++++++++++++++++++++-------------------
 1 file changed, 62 insertions(+), 49 deletions(-)

diff --git a/scripts/ipadapter.py b/scripts/ipadapter.py
index b9612e44c..1bc7a3a7a 100644
--- a/scripts/ipadapter.py
+++ b/scripts/ipadapter.py
@@ -10,6 +10,7 @@ from modules import scripts, processing
 
 
 image_encoder = None
+loaded = None
 ADAPTERS = [
     'none',
     'models/ip-adapter_sd15',
@@ -25,52 +26,6 @@ ADAPTERS = [
 ]
 
 
-# main processing used in both modes
-def before_process(p: processing.StableDiffusionProcessing, adapter, scale, image):
-    import torch
-    import transformers
-    from modules import shared, devices
-
-    # init code
-    if shared.sd_model is None:
-        return
-    if adapter == 'none' or image is None:
-        if hasattr(shared.sd_model, 'set_ip_adapter_scale'):
-            shared.sd_model.set_ip_adapter_scale(0)
-        return
-    if shared.backend != shared.Backend.DIFFUSERS:
-        shared.log.warning('IP adapter: not in diffusers mode')
-        return
-    if not hasattr(shared.sd_model, 'load_ip_adapter'):
-        shared.log.error(f'IP adapter: pipeline not supported: {shared.sd_model.__class__.__name__}')
-        return
-    if getattr(shared.sd_model, 'image_encoder', None) is None:
-        if shared.sd_model_type == 'sd':
-            subfolder = 'models/image_encoder'
-        elif shared.sd_model_type == 'sdxl':
-            subfolder = 'sdxl_models/image_encoder'
-        else:
-            shared.log.error(f'IP adapter: unsupported model type: {shared.sd_model_type}')
-            return
-        global image_encoder # pylint: disable=global-statement
-        if image_encoder is None:
-            try:
-                image_encoder = transformers.CLIPVisionModelWithProjection.from_pretrained("h94/IP-Adapter", subfolder=subfolder, torch_dtype=torch.float16, cache_dir=shared.opts.diffusers_dir, use_safetensors=True).to(devices.device)
-            except Exception as e:
-                shared.log.error(f'IP adapter: failed to load image encoder: {e}')
-                return
-
-    # main code
-    subfolder, model = adapter.split('/')
-    shared.log.info(f'IP adapter: scale={scale} adapter="{model}" image={image}')
-    shared.sd_model.image_encoder = image_encoder
-    shared.sd_model.load_ip_adapter("h94/IP-Adapter", subfolder=subfolder, weight_name=f'{model}.safetensors')
-    shared.sd_model.set_ip_adapter_scale(scale)
-    p.task_args = { 'ip_adapter_image': image }
-    p.extra_generation_params["IP Adapter"] = f'{adapter}:{scale}'
-
-
-# defines script for dual-mode usage
 class Script(scripts.Script):
     # see below for all available options and callbacks
     # <https://github.com/vladmandic/automatic/blob/master/modules/scripts.py#L26>
@@ -91,6 +46,64 @@ class Script(scripts.Script):
                 image = gr.Image(image_mode='RGB', label='Image', source='upload', type='pil', width=512)
         return [adapter, scale, image]
 
-    # triggered by callback
-    def before_process(self, p: processing.StableDiffusionProcessing, *args): # pylint: disable=arguments-differ
-        before_process(p, *args)
+    def before_process(self, p: processing.StableDiffusionProcessing, adapter, scale, image): # pylint: disable=arguments-differ
+        import torch
+        from transformers import CLIPVisionModelWithProjection
+        from modules import shared, devices
+
+        # init code
+        global loaded # pylint: disable=global-statement
+        if shared.sd_model is None:
+            return
+        if shared.backend != shared.Backend.DIFFUSERS:
+            shared.log.warning('IP adapter: not in diffusers mode')
+            return
+        if not hasattr(shared.sd_model, 'load_ip_adapter'):
+            shared.log.error(f'IP adapter: pipeline not supported: {shared.sd_model.__class__.__name__}')
+            return
+        if image is None:
+            shared.log.error('IP adapter: no image')
+            return
+        if adapter == 'none':
+            if hasattr(shared.sd_model, 'set_ip_adapter_scale'):
+                shared.sd_model.set_ip_adapter_scale(0)
+            if loaded is not None:
+                shared.log.debug('IP adapter: unload attention processor')
+                shared.sd_model.unet.set_default_attn_processor()
+                shared.sd_model.unet.config.encoder_hid_dim_type = None
+                loaded = None
+            return
+        if getattr(shared.sd_model, 'image_encoder', None) is None:
+            if shared.sd_model_type == 'sd':
+                subfolder = 'models/image_encoder'
+            elif shared.sd_model_type == 'sdxl':
+                subfolder = 'sdxl_models/image_encoder'
+            else:
+                shared.log.error(f'IP adapter: unsupported model type: {shared.sd_model_type}')
+                return
+            global image_encoder # pylint: disable=global-statement
+            if image_encoder is None:
+                try:
+                    image_encoder = CLIPVisionModelWithProjection.from_pretrained("h94/IP-Adapter", subfolder=subfolder, torch_dtype=torch.float16, cache_dir=shared.opts.diffusers_dir, use_safetensors=True).to(devices.device)
+                except Exception as e:
+                    shared.log.error(f'IP adapter: failed to load image encoder: {e}')
+                    return
+
+        # main code
+        subfolder, model = adapter.split('/')
+        if model != loaded:
+            if loaded is not None:
+                shared.log.debug('IP adapter: reset attention processor')
+                shared.sd_model.unet.set_default_attn_processor()
+            shared.log.info(f'IP adapter load: adapter="{model}" scale={scale} image={image}')
+            shared.sd_model.image_encoder = image_encoder
+            shared.sd_model.load_ip_adapter("h94/IP-Adapter", subfolder=subfolder, weight_name=f'{model}.safetensors')
+            loaded = model
+        else:
+            shared.log.debug(f'IP adapter cache: adapter="{model}" scale={scale} image={image}')
+        shared.sd_model.set_ip_adapter_scale(scale)
+        p.task_args = { 'ip_adapter_image': p.batch_size * [image] }
+        p.extra_generation_params["IP Adapter"] = f'{adapter}:{scale}'
+
+    def after_process(self, _p: processing.StableDiffusionProcessing): # pylint: disable=arguments-differ
+        pass

From 1502dc2e13636953e9473f8db4db3a2564e763ef Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 25 Nov 2023 13:27:16 -0500
Subject: [PATCH 10/42] add kandinsky3 support

---
 CHANGELOG.md                                   |  8 +++++++-
 extensions-builtin/Lora/extra_networks_lora.py |  5 +++--
 html/reference.json                            |  5 +++++
 modules/shared_items.py                        |  2 +-
 scripts/ipadapter.py                           | 12 ++++++------
 5 files changed, 22 insertions(+), 10 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ad98ed3db..48f70e970 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,13 +12,19 @@ Note: Release pending `diffusers==0.24`
     - In *Advanced* params
     - Allows control of *latent clamping*, *color centering* and *range maximimization*
     - Supported by *XYZ grid*
+  - **Kandinsky 3** support  
+    - download using built-in model downloader or simply select from networks -> reference  
+    - this model is absolutely massive at 27.5GB at fp16, so be patient
+    - model params count is at 11.9B (compared to SD-XL at 3.3B) and its trained on mixed resolutions from 256px to 1024px  
+    - use either model offload or sequential cpu offload to be able to use it
   - better autodetection of *inpaint* and *instruct* pipelines
   - support long seconary prompt for refiner
 - **General**
   - log level defaults to info for console and debug for log file
   - better prompt display in process tab
   - increase maximum lora cache values
-  - fix for python 3.9 compatibility
+  - fix controlnet compatibility issues in original backend
+  - fix python 3.9 compatibility issues
   - fix img2img/inpaint paste params
 
 ## Update for 2023-11-23
diff --git a/extensions-builtin/Lora/extra_networks_lora.py b/extensions-builtin/Lora/extra_networks_lora.py
index 82aa82454..5256ea94a 100644
--- a/extensions-builtin/Lora/extra_networks_lora.py
+++ b/extensions-builtin/Lora/extra_networks_lora.py
@@ -64,8 +64,9 @@ class ExtraNetworkLora(extra_networks.ExtraNetwork):
             self.active = False
 
     def deactivate(self, p):
-        if shared.backend == shared.Backend.DIFFUSERS and hasattr(shared.sd_model, "unload_lora_weights"):
-            shared.sd_model.unload_lora_weights()
+        if shared.backend == shared.Backend.DIFFUSERS and hasattr(shared.sd_model, "unload_lora_weights") and hasattr(shared.sd_model, "text_encoder"):
+            if 'CLIP' in shared.sd_model.text_encoder.__class__.__name__:
+                shared.sd_model.unload_lora_weights()
         if not self.active and getattr(networks, "originals", None ) is not None:
             networks.originals.undo() # remove patches
             if networks.debug:
diff --git a/html/reference.json b/html/reference.json
index d1b2884dc..5ea827fe1 100644
--- a/html/reference.json
+++ b/html/reference.json
@@ -54,6 +54,11 @@
     "desc": "Kandinsky 2.2 is a text-conditional diffusion model (+0.1!) based on unCLIP and latent diffusion, composed of a transformer-based image prior model, a unet diffusion model, and a decoder. Kandinsky 2.1 inherits best practices from Dall-E 2 and Latent diffusion while introducing some new ideas. It uses the CLIP model as a text and image encoder, and diffusion image prior (mapping) between latent spaces of CLIP modalities. This approach increases the visual performance of the model and unveils new horizons in blending images and text-guided image manipulation.",
     "preview": "kandinsky-community--kandinsky-2-2-decoder.jpg"
   },
+  "Kandinsky 3": {
+    "path": "kandinsky-community/kandinsky-3",
+    "desc": "Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, Kandinsky 3.0 incorporates more data and specifically related to Russian culture, which allows to generate pictures related to Russin culture. Furthermore, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.",
+    "preview": "kandinsky-community--kandinsky-3.jpg"
+  },
   "DeepFloyd IF Medium": {
     "path": "DeepFloyd/IF-I-M-v1.0",
     "desc": "DeepFloyd-IF is a pixel-based text-to-image triple-cascaded diffusion model, that can generate pictures with new state-of-the-art for photorealism and language understanding. The result is a highly efficient model that outperforms current state-of-the-art models, achieving a zero-shot FID-30K score of 6.66 on the COCO dataset. It is modular and composed of frozen text mode and three pixel cascaded diffusion modules, each designed to generate images of increasing resolution: 64x64, 256x256, and 1024x1024.",
diff --git a/modules/shared_items.py b/modules/shared_items.py
index f378b93e5..b0d4f1ec4 100644
--- a/modules/shared_items.py
+++ b/modules/shared_items.py
@@ -44,7 +44,7 @@ def get_pipelines():
         'Wuerstchen': getattr(diffusers, 'WuerstchenCombinedPipeline', None),
         'Kandinsky 2.1': getattr(diffusers, 'KandinskyPipeline', None),
         'Kandinsky 2.2': getattr(diffusers, 'KandinskyV22Pipeline', None),
-        # 'Kandinsky 3': getattr(diffusers, 'KandinskyV3Pipeline', None),
+        'Kandinsky 3': getattr(diffusers, 'Kandinsky3Pipeline', None),
         'DeepFloyd IF': getattr(diffusers, 'IFPipeline', None),
         'Custom Diffusers Pipeline': getattr(diffusers, 'DiffusionPipeline', None),
         # Segmind SSD-1B, Segmind Tiny
diff --git a/scripts/ipadapter.py b/scripts/ipadapter.py
index 1bc7a3a7a..33e5f623a 100644
--- a/scripts/ipadapter.py
+++ b/scripts/ipadapter.py
@@ -58,12 +58,6 @@ class Script(scripts.Script):
         if shared.backend != shared.Backend.DIFFUSERS:
             shared.log.warning('IP adapter: not in diffusers mode')
             return
-        if not hasattr(shared.sd_model, 'load_ip_adapter'):
-            shared.log.error(f'IP adapter: pipeline not supported: {shared.sd_model.__class__.__name__}')
-            return
-        if image is None:
-            shared.log.error('IP adapter: no image')
-            return
         if adapter == 'none':
             if hasattr(shared.sd_model, 'set_ip_adapter_scale'):
                 shared.sd_model.set_ip_adapter_scale(0)
@@ -73,6 +67,12 @@ class Script(scripts.Script):
                 shared.sd_model.unet.config.encoder_hid_dim_type = None
                 loaded = None
             return
+        if image is None:
+            shared.log.error('IP adapter: no image')
+            return
+        if not hasattr(shared.sd_model, 'load_ip_adapter'):
+            shared.log.error(f'IP adapter: pipeline not supported: {shared.sd_model.__class__.__name__}')
+            return
         if getattr(shared.sd_model, 'image_encoder', None) is None:
             if shared.sd_model_type == 'sd':
                 subfolder = 'models/image_encoder'

From 45e3eb5d79d2b2b0f032b96e05c0fde07d5ce140 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 25 Nov 2023 13:36:13 -0500
Subject: [PATCH 11/42] update readme

---
 README.md | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index ac2085039..e707fc63c 100644
--- a/README.md
+++ b/README.md
@@ -62,11 +62,11 @@ Additional models will be added as they become available and there is public int
 - [StabilityAI Stable Diffusion XL](https://github.com/Stability-AI/generative-models)
 - [Segmind SSD-1B](https://huggingface.co/segmind/SSD-1B)
 - [LCM: Latent Consistency Models](https://github.com/openai/consistency_models)
-- [Kandinsky](https://github.com/ai-forever/Kandinsky-2) 2.1 and 2.2
-- [PixArt-α XL 2](https://github.com/PixArt-alpha/PixArt-alpha) Medium and Large
+- [Kandinsky](https://github.com/ai-forever/Kandinsky-2) *2.1 and 2.2 and latest 3.0*
+- [PixArt-α XL 2](https://github.com/PixArt-alpha/PixArt-alpha) *Medium and Large*
 - [Warp Wuerstchen](https://huggingface.co/blog/wuertschen)  
 - [Tsinghua UniDiffusion](https://github.com/thu-ml/unidiffuser)
-- [DeepFloyd IF](https://github.com/deep-floyd/IF) Medium and Large
+- [DeepFloyd IF](https://github.com/deep-floyd/IF) *Medium and Large*
 - [Segmind SD Distilled](https://huggingface.co/blog/sd_distillation) *(all variants)*
 
 > [!IMPORTANT]
@@ -94,6 +94,7 @@ Additional models will be added as they become available and there is public int
 - [Advanced install notes](https://github.com/vladmandic/automatic/wiki/Advanced-Install)
 - [Common installation errors](https://github.com/vladmandic/automatic/discussions/1627)  
 - [FAQ](https://github.com/vladmandic/automatic/discussions/1011)
+- If you can't run us locally, try our friends at [RunDuffusion!](https://rundiffusion.com?utm_source=github&utm_medium=referral&utm_campaign=SDNext)
 
 > [!TIP]
 > - Server can run without virtual environment,  

From 6d11fdf695bacb664b3ded4ad655bb597334d3e5 Mon Sep 17 00:00:00 2001
From: AI-Casanova <54461896+AI-Casanova@users.noreply.github.com>
Date: Sat, 25 Nov 2023 15:23:30 -0600
Subject: [PATCH 12/42] SDXL Rebasin (#2561)

* Add SDXL PermSpec

Also attempt to fix unmatched key error

* Fixes

* Renumber SDXL PermSpec
---
 modules/merging/merge.py               |   10 +-
 modules/merging/merge_PermSpec.py      |  485 ++++++
 modules/merging/merge_PermSpec_SDXL.py | 1860 +++++++++++++++++++++
 modules/merging/merge_rebasin.py       | 2039 +-----------------------
 4 files changed, 2353 insertions(+), 2041 deletions(-)
 create mode 100644 modules/merging/merge_PermSpec.py
 create mode 100644 modules/merging/merge_PermSpec_SDXL.py

diff --git a/modules/merging/merge.py b/modules/merging/merge.py
index 4ea76fc2d..1f1ab55b4 100644
--- a/modules/merging/merge.py
+++ b/modules/merging/merge.py
@@ -13,10 +13,11 @@ from modules.merging import merge_methods
 from modules.merging.merge_utils import WeightClass
 from modules.merging.merge_rebasin import (
     apply_permutation,
-    sdunet_permutation_spec,
     update_model_a,
     weight_matching,
 )
+from modules.merging.merge_PermSpec import sdunet_permutation_spec
+from modules.merging.merge_PermSpec_SDXL import sdxl_permutation_spec
 ##########################################################
 # Files in modules.merging are heavily modified
 # versions of sd-meh by @s1dxl used with his blessing
@@ -239,7 +240,10 @@ def rebasin_merge(
 ):
     # not sure how this does when 3 models are involved...
     model_a = thetas["model_a"].clone()
-    perm_spec = sdunet_permutation_spec()
+    if weight_matcher.SDXL:
+        perm_spec = sdxl_permutation_spec()
+    else:
+        perm_spec = sdunet_permutation_spec()
 
     for it in range(iterations):
         log_vram(f"rebasin: iteration={it}")
@@ -319,7 +323,7 @@ def merge_key(  # pylint: disable=inconsistent-return-statements
 
     for theta in thetas.values():
         if key not in theta.keys():
-            return
+            return thetas["model_a"][key]
 
         current_bases = weight_matcher(key)
         try:
diff --git a/modules/merging/merge_PermSpec.py b/modules/merging/merge_PermSpec.py
new file mode 100644
index 000000000..8ace6ef61
--- /dev/null
+++ b/modules/merging/merge_PermSpec.py
@@ -0,0 +1,485 @@
+from modules.merging.merge_rebasin import PermutationSpec, permutation_spec_from_axes_to_perm
+def sdunet_permutation_spec() -> PermutationSpec:
+    conv = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+        f"{name}.weight": (
+            p_out,
+            p_in,
+        ),
+        f"{name}.bias": (p_out,),
+    }
+    norm = lambda name, p: {f"{name}.weight": (p,), f"{name}.bias": (p,)}  # pylint: disable=unnecessary-lambda-assignment
+    dense = (
+        lambda name, p_in, p_out, bias=True: {  # pylint: disable=unnecessary-lambda-assignment
+            f"{name}.weight": (p_out, p_in),
+            f"{name}.bias": (p_out,),
+        }
+        if bias
+        else {f"{name}.weight": (p_out, p_in)}
+    )
+    skip = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+        f"{name}": (
+            p_out,
+            p_in,
+            None,
+            None,
+        )
+    }
+
+    # Unet Res blocks
+    easyblock = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+        **norm(f"{name}.in_layers.0", p_in),
+        **conv(f"{name}.in_layers.2", p_in, f"P_{name}_inner"),
+        **dense(
+            f"{name}.emb_layers.1", f"P_{name}_inner2", f"P_{name}_inner3", bias=True
+        ),
+        **norm(f"{name}.out_layers.0", f"P_{name}_inner4"),
+        **conv(f"{name}.out_layers.3", f"P_{name}_inner4", p_out),
+    }
+
+    # VAE blocks - Unused
+    easyblock2 = lambda name, p: {  # pylint: disable=unnecessary-lambda-assignment
+        **norm(f"{name}.norm1", p),
+        **conv(f"{name}.conv1", p, f"P_{name}_inner"),
+        **norm(f"{name}.norm2", f"P_{name}_inner"),
+        **conv(f"{name}.conv2", f"P_{name}_inner", p),
+    }
+
+    # This is for blocks that use a residual connection, but change the number of channels via a Conv.
+    shortcutblock = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+        **norm(f"{name}.norm1", p_in),
+        **conv(f"{name}.conv1", p_in, f"P_{name}_inner"),
+        **norm(f"{name}.norm2", f"P_{name}_inner"),
+        **conv(f"{name}.conv2", f"P_{name}_inner", p_out),
+        **conv(f"{name}.nin_shortcut", p_in, p_out),
+        **norm(f"{name}.nin_shortcut", p_out),
+    }
+
+    return permutation_spec_from_axes_to_perm(
+        {
+            # Skipped Layers
+            **skip("betas", None, None),
+            **skip("alphas_cumprod", None, None),
+            **skip("alphas_cumprod_prev", None, None),
+            **skip("sqrt_alphas_cumprod", None, None),
+            **skip("sqrt_one_minus_alphas_cumprod", None, None),
+            **skip("log_one_minus_alphas_cumprods", None, None),
+            **skip("sqrt_recip_alphas_cumprod", None, None),
+            **skip("sqrt_recipm1_alphas_cumprod", None, None),
+            **skip("posterior_variance", None, None),
+            **skip("posterior_log_variance_clipped", None, None),
+            **skip("posterior_mean_coef1", None, None),
+            **skip("posterior_mean_coef2", None, None),
+            **skip("log_one_minus_alphas_cumprod", None, None),
+            **skip("model_ema.decay", None, None),
+            **skip("model_ema.num_updates", None, None),
+            # initial
+            **dense("model.diffusion_model.time_embed.0", None, "P_bg0", bias=True),
+            **dense("model.diffusion_model.time_embed.2", "P_bg0", "P_bg1", bias=True),
+            **conv("model.diffusion_model.input_blocks.0.0", "P_bg2", "P_bg3"),
+            # input blocks
+            **easyblock("model.diffusion_model.input_blocks.1.0", "P_bg4", "P_bg5"),
+            **norm("model.diffusion_model.input_blocks.1.1.norm", "P_bg6"),
+            **conv("model.diffusion_model.input_blocks.1.1.proj_in", "P_bg6", "P_bg7"),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_q", "P_bg8", "P_bg9", bias=False),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_k", "P_bg8", "P_bg9", bias=False),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_v", "P_bg8", "P_bg9", bias=False),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_out.0", "P_bg8", "P_bg9", bias=True),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.ff.net.0.proj", "P_bg10", "P_bg11", bias=True),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.ff.net.2", "P_bg12", "P_bg13", bias=True),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_q", "P_bg14", "P_bg15", bias=False),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_k", "P_bg16", "P_bg17", bias=False),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_v", "P_bg16", "P_bg17", bias=False),
+            **dense("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_out.0", "P_bg18", "P_bg19", bias=True),
+            **norm("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.norm1", "P_bg19"),
+            **norm("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.norm2", "P_bg19"),
+            **norm("model.diffusion_model.input_blocks.1.1.transformer_blocks.0.norm3", "P_bg19"),
+            **conv("model.diffusion_model.input_blocks.1.1.proj_out", "P_bg19", "P_bg20"),
+            **easyblock("model.diffusion_model.input_blocks.2.0", "P_bg21", "P_bg22"),
+            **norm("model.diffusion_model.input_blocks.2.1.norm", "P_bg23"),
+            **conv("model.diffusion_model.input_blocks.2.1.proj_in", "P_bg23", "P_bg24"),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_q", "P_bg25", "P_bg26", bias=False),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_k", "P_bg25", "P_bg26", bias=False),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_v", "P_bg25", "P_bg26", bias=False),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_out.0", "P_bg25", "P_bg26", bias=True),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.ff.net.0.proj", "P_bg27", "P_bg28", bias=True),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.ff.net.2", "P_bg29", "P_bg30", bias=True),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_q", "P_bg31", "P_bg32", bias=False),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_k", "P_bg33", "P_bg34", bias=False),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_v", "P_bg33", "P_bg34", bias=False),
+            **dense("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_out.0", "P_bg35", "P_bg36", bias=True),
+            **norm("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.norm1", "P_bg36"),
+            **norm("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.norm2", "P_bg36"),
+            **norm("model.diffusion_model.input_blocks.2.1.transformer_blocks.0.norm3", "P_bg36"),
+            **conv("model.diffusion_model.input_blocks.2.1.proj_out", "P_bg36", "P_bg37"),
+            **conv("model.diffusion_model.input_blocks.3.0.op", "P_bg38", "P_bg39"),
+            **easyblock("model.diffusion_model.input_blocks.4.0", "P_bg40", "P_bg41"),
+            **conv("model.diffusion_model.input_blocks.4.0.skip_connection", "P_bg42", "P_bg43"),
+            **norm("model.diffusion_model.input_blocks.4.1.norm", "P_bg44"),
+            **conv("model.diffusion_model.input_blocks.4.1.proj_in", "P_bg44", "P_bg45"),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_q", "P_bg46", "P_bg47", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_k", "P_bg46", "P_bg47", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_v", "P_bg46", "P_bg47", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_out.0", "P_bg46", "P_bg47", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.ff.net.0.proj", "P_bg48", "P_bg49", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.ff.net.2", "P_bg50", "P_bg51", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_q", "P_bg52", "P_bg53", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_k", "P_bg54", "P_bg55", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_v", "P_bg54", "P_bg55", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_out.0", "P_bg56", "P_bg57", bias=True),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm1", "P_bg57"),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm2", "P_bg57"),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm3", "P_bg57"),
+            **conv("model.diffusion_model.input_blocks.4.1.proj_out", "P_bg57", "P_bg58"),
+            **easyblock("model.diffusion_model.input_blocks.5.0", "P_bg59", "P_bg60"),
+            **norm("model.diffusion_model.input_blocks.5.1.norm", "P_bg61"),
+            **conv("model.diffusion_model.input_blocks.5.1.proj_in", "P_bg61", "P_bg62"),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_q", "P_bg63", "P_bg64", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_k", "P_bg63", "P_bg64", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_v", "P_bg63", "P_bg64", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_out.0", "P_bg63", "P_bg64", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.ff.net.0.proj", "P_bg65", "P_bg66", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.ff.net.2", "P_bg67", "P_bg68", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_q", "P_bg69", "P_bg70", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_k", "P_bg71", "P_bg72", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_v", "P_bg71", "P_bg72", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_out.0", "P_bg73", "P_bg74", bias=True),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm1", "P_bg74"),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm2", "P_bg74"),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm3", "P_bg74"),
+            **conv("model.diffusion_model.input_blocks.5.1.proj_out", "P_bg74", "P_bg75"),
+            **conv("model.diffusion_model.input_blocks.6.0.op", "P_bg76", "P_bg77"),
+            **easyblock("model.diffusion_model.input_blocks.7.0", "P_bg78", "P_bg79"),
+            **conv("model.diffusion_model.input_blocks.7.0.skip_connection", "P_bg80", "P_bg81"),
+            **norm("model.diffusion_model.input_blocks.7.1.norm", "P_bg82"),
+            **conv("model.diffusion_model.input_blocks.7.1.proj_in", "P_bg82", "P_bg83"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_q", "P_bg84", "P_bg85", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_k", "P_bg84", "P_bg85", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_v", "P_bg84", "P_bg85", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_out.0", "P_bg84", "P_bg85", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.ff.net.0.proj", "P_bg86", "P_bg87", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.ff.net.2", "P_bg88", "P_bg89", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_q", "P_bg90", "P_bg91", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_k", "P_bg92", "P_bg93", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_v", "P_bg92", "P_bg93", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_out.0", "P_bg94", "P_bg95", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm1", "P_bg95"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm2", "P_bg95"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm3", "P_bg95"),
+            **conv("model.diffusion_model.input_blocks.7.1.proj_out", "P_bg95", "P_bg96"),
+            **easyblock("model.diffusion_model.input_blocks.8.0", "P_bg97", "P_bg98"),
+            **norm("model.diffusion_model.input_blocks.8.1.norm", "P_bg99"),
+            **conv("model.diffusion_model.input_blocks.8.1.proj_in", "P_bg99", "P_bg100"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_q", "P_bg101", "P_bg102", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_k", "P_bg101", "P_bg102", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_v", "P_bg101", "P_bg102", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_out.0", "P_bg101", "P_bg102", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.ff.net.0.proj", "P_bg103", "P_bg104", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.ff.net.2", "P_bg105", "P_bg106", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_q", "P_bg107", "P_bg108", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_k", "P_bg109", "P_bg110", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_v", "P_bg109", "P_bg110", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_out.0", "P_bg111", "P_bg112", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm1", "P_bg112"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm2", "P_bg112"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm3", "P_bg112"),
+            **conv("model.diffusion_model.input_blocks.8.1.proj_out", "P_bg112", "P_bg113"),
+            **conv("model.diffusion_model.input_blocks.9.0.op", "P_bg114", "P_bg115"),
+            **easyblock("model.diffusion_model.input_blocks.10.0", "P_bg115", "P_bg116"),
+            **easyblock("model.diffusion_model.input_blocks.11.0", "P_bg116", "P_bg117"),
+            # middle blocks
+            **easyblock("model.diffusion_model.middle_block.0", "P_bg117", "P_bg118"),
+            **norm("model.diffusion_model.middle_block.1.norm", "P_bg119"),
+            **conv("model.diffusion_model.middle_block.1.proj_in", "P_bg119", "P_bg120"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_q", "P_bg121", "P_bg122", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_k", "P_bg121", "P_bg122", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_v", "P_bg121", "P_bg122", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_out.0", "P_bg121", "P_bg122", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.ff.net.0.proj", "P_bg123", "P_bg124", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.ff.net.2", "P_bg125", "P_bg126", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_q", "P_bg127", "P_bg128", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_k", "P_bg129", "P_bg130", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_v", "P_bg129", "P_bg130", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_out.0", "P_bg131", "P_bg132", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.0.norm1", "P_bg132"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.0.norm2", "P_bg132"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.0.norm3", "P_bg132"),
+            **conv("model.diffusion_model.middle_block.1.proj_out", "P_bg132", "P_bg133"),
+            **easyblock("model.diffusion_model.middle_block.2", "P_bg134", "P_bg135"),
+            # output blocks
+            **easyblock("model.diffusion_model.output_blocks.0.0", "P_bg136", "P_bg137"),
+            **conv("model.diffusion_model.output_blocks.0.0.skip_connection", "P_bg138", "P_bg139"),
+            **easyblock("model.diffusion_model.output_blocks.1.0", "P_bg140", "P_bg141"),
+            **conv("model.diffusion_model.output_blocks.1.0.skip_connection", "P_bg142", "P_bg143"),
+            **easyblock("model.diffusion_model.output_blocks.2.0", "P_bg144", "P_bg145"),
+            **conv("model.diffusion_model.output_blocks.2.0.skip_connection", "P_bg146", "P_bg147"),
+            **conv("model.diffusion_model.output_blocks.2.1.conv", "P_bg148", "P_bg149"),
+            **easyblock("model.diffusion_model.output_blocks.3.0", "P_bg150", "P_bg151"),
+            **conv("model.diffusion_model.output_blocks.3.0.skip_connection", "P_bg152", "P_bg153"),
+            **norm("model.diffusion_model.output_blocks.3.1.norm", "P_bg154"),
+            **conv("model.diffusion_model.output_blocks.3.1.proj_in", "P_bg154", "P_bg155"),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_q", "P_bg156", "P_bg157", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_k", "P_bg156", "P_bg157", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_v", "P_bg156", "P_bg157", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_out.0", "P_bg156", "P_bg157", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.ff.net.0.proj", "P_bg158", "P_bg159", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.ff.net.2", "P_bg160", "P_bg161", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_q", "P_bg162", "P_bg163", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_k", "P_bg164", "P_bg165", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_v", "P_bg164", "P_bg165", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_out.0", "P_bg166", "P_bg167", bias=True),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm1", "P_bg167"),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm2", "P_bg167"),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm3", "P_bg167"),
+            **conv("model.diffusion_model.output_blocks.3.1.proj_out", "P_bg167", "P_bg168"),
+            **easyblock("model.diffusion_model.output_blocks.4.0", "P_bg169", "P_bg170"),
+            **conv("model.diffusion_model.output_blocks.4.0.skip_connection", "P_bg171", "P_bg172"),
+            **norm("model.diffusion_model.output_blocks.4.1.norm", "P_bg173"),
+            **conv("model.diffusion_model.output_blocks.4.1.proj_in", "P_bg173", "P_bg174"),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_q", "P_bg175", "P_bg176", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_k", "P_bg175", "P_bg176", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_v", "P_bg175", "P_bg176", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_out.0", "P_bg175", "P_bg176", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.ff.net.0.proj", "P_bg177", "P_bg178", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.ff.net.2", "P_bg179", "P_bg180", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_q", "P_bg181", "P_bg182", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_k", "P_bg183", "P_bg184", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_v", "P_bg183", "P_bg184", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_out.0", "P_bg185", "P_bg186", bias=True),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm1", "P_bg186"),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm2", "P_bg186"),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm3", "P_bg186"),
+            **conv("model.diffusion_model.output_blocks.4.1.proj_out", "P_bg186", "P_bg187"),
+            **easyblock("model.diffusion_model.output_blocks.5.0", "P_bg188", "P_bg189"),
+            **conv("model.diffusion_model.output_blocks.5.0.skip_connection", "P_bg190", "P_bg191"),
+            **norm("model.diffusion_model.output_blocks.5.1.norm", "P_bg192"),
+            **conv("model.diffusion_model.output_blocks.5.1.proj_in", "P_bg192", "P_bg193"),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_q", "P_bg194", "P_bg195", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_k", "P_bg194", "P_bg195", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_v", "P_bg194", "P_bg195", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_out.0", "P_bg194", "P_bg195", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.ff.net.0.proj", "P_bg196", "P_bg197", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.ff.net.2", "P_bg198", "P_bg199", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_q", "P_bg200", "P_bg201", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_k", "P_bg202", "P_bg203", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_v", "P_bg202", "P_bg203", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_out.0", "P_bg204", "P_bg205", bias=True),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm1", "P_bg205"),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm2", "P_bg205"),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm3", "P_bg205"),
+            **conv("model.diffusion_model.output_blocks.5.1.proj_out", "P_bg205", "P_bg206"),
+            **conv("model.diffusion_model.output_blocks.5.2.conv", "P_bg206", "P_bg207"),
+            **easyblock("model.diffusion_model.output_blocks.6.0", "P_bg208", "P_bg209"),
+            **conv("model.diffusion_model.output_blocks.6.0.skip_connection", "P_bg210", "P_bg211"),
+            **norm("model.diffusion_model.output_blocks.6.1.norm", "P_bg212"),
+            **conv("model.diffusion_model.output_blocks.6.1.proj_in", "P_bg212", "P_bg213"),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_q", "P_bg214", "P_bg215", bias=False),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_k", "P_bg214", "P_bg215", bias=False),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_v", "P_bg214", "P_bg215", bias=False),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_out.0", "P_bg214", "P_bg215", bias=True),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.ff.net.0.proj", "P_bg216", "P_bg217", bias=True),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.ff.net.2", "P_bg218", "P_bg219", bias=True),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_q", "P_bg220", "P_bg221", bias=False),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_k", "P_bg222", "P_bg223", bias=False),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_v", "P_bg222", "P_bg223", bias=False),
+            **dense("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_out.0", "P_bg224", "P_bg225", bias=True),
+            **norm("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.norm1", "P_bg225"),
+            **norm("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.norm2", "P_bg225"),
+            **norm("model.diffusion_model.output_blocks.6.1.transformer_blocks.0.norm3", "P_bg225"),
+            **conv("model.diffusion_model.output_blocks.6.1.proj_out", "P_bg225", "P_bg226"),
+            **easyblock("model.diffusion_model.output_blocks.7.0", "P_bg227", "P_bg228"),
+            **conv("model.diffusion_model.output_blocks.7.0.skip_connection", "P_bg229", "P_bg230"),
+            **norm("model.diffusion_model.output_blocks.7.1.norm", "P_bg231"),
+            **conv("model.diffusion_model.output_blocks.7.1.proj_in", "P_bg231", "P_bg232"),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_q", "P_bg233", "P_bg234", bias=False),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_k", "P_bg233", "P_bg234", bias=False),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_v", "P_bg233", "P_bg234", bias=False),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_out.0", "P_bg233", "P_bg234", bias=True),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.ff.net.0.proj", "P_bg235", "P_bg236", bias=True),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.ff.net.2", "P_bg237", "P_bg238", bias=True),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_q", "P_bg239", "P_bg240", bias=False),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_k", "P_bg241", "P_bg242", bias=False),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_v", "P_bg241", "P_bg242", bias=False),
+            **dense("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_out.0", "P_bg243", "P_bg244", bias=True),
+            **norm("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.norm1", "P_bg244"),
+            **norm("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.norm2", "P_bg244"),
+            **norm("model.diffusion_model.output_blocks.7.1.transformer_blocks.0.norm3", "P_bg244"),
+            **conv("model.diffusion_model.output_blocks.7.1.proj_out", "P_bg244", "P_bg245"),
+            **easyblock("model.diffusion_model.output_blocks.8.0", "P_bg246", "P_bg247"),
+            **conv("model.diffusion_model.output_blocks.8.0.skip_connection", "P_bg248", "P_bg249"),
+            **norm("model.diffusion_model.output_blocks.8.1.norm", "P_bg250"),
+            **conv("model.diffusion_model.output_blocks.8.1.proj_in", "P_bg250", "P_bg251"),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_q", "P_bg252", "P_bg253", bias=False),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_k", "P_bg252", "P_bg253", bias=False),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_v", "P_bg252", "P_bg253", bias=False),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_out.0", "P_bg252", "P_bg253", bias=True),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.ff.net.0.proj", "P_bg254", "P_bg255", bias=True),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.ff.net.2", "P_bg256", "P_bg257", bias=True),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_q", "P_bg258", "P_bg259", bias=False),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_k", "P_bg260", "P_bg261", bias=False),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_v", "P_bg260", "P_bg261", bias=False),
+            **dense("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_out.0", "P_bg262", "P_bg263", bias=True),
+            **norm("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.norm1", "P_bg263"),
+            **norm("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.norm2", "P_bg263"),
+            **norm("model.diffusion_model.output_blocks.8.1.transformer_blocks.0.norm3", "P_bg263"),
+            **conv("model.diffusion_model.output_blocks.8.1.proj_out", "P_bg263", "P_bg264"),
+            **conv("model.diffusion_model.output_blocks.8.2.conv", "P_bg265", "P_bg266"),
+            **easyblock("model.diffusion_model.output_blocks.9.0", "P_bg267", "P_bg268"),
+            **conv("model.diffusion_model.output_blocks.9.0.skip_connection", "P_bg269", "P_bg270"),
+            **norm("model.diffusion_model.output_blocks.9.1.norm", "P_bg271"),
+            **conv("model.diffusion_model.output_blocks.9.1.proj_in", "P_bg271", "P_bg272"),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_q", "P_bg273", "P_bg274", bias=False),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_k", "P_bg273", "P_bg274", bias=False),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_v", "P_bg273", "P_bg274", bias=False),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_out.0", "P_bg273", "P_bg274", bias=True),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.ff.net.0.proj", "P_bg275", "P_bg276", bias=True),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.ff.net.2", "P_bg277", "P_bg278", bias=True),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_q", "P_bg279", "P_bg280", bias=False),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_k", "P_bg281", "P_bg282", bias=False),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_v", "P_bg281", "P_bg282", bias=False),
+            **dense("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_out.0", "P_bg283", "P_bg284", bias=True),
+            **norm("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.norm1", "P_bg284"),
+            **norm("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.norm2", "P_bg284"),
+            **norm("model.diffusion_model.output_blocks.9.1.transformer_blocks.0.norm3", "P_bg284"),
+            **conv("model.diffusion_model.output_blocks.9.1.proj_out", "P_bg284", "P_bg285"),
+            **easyblock("model.diffusion_model.output_blocks.10.0", "P_bg286", "P_bg287"),
+            **conv("model.diffusion_model.output_blocks.10.0.skip_connection", "P_bg288", "P_bg289"),
+            **norm("model.diffusion_model.output_blocks.10.1.norm", "P_bg290"),
+            **conv("model.diffusion_model.output_blocks.10.1.proj_in", "P_bg290", "P_bg291"),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_q", "P_bg292", "P_bg293", bias=False),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_k", "P_bg292", "P_bg293", bias=False),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_v", "P_bg292", "P_bg293", bias=False),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_out.0", "P_bg292", "P_bg293", bias=True),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.ff.net.0.proj", "P_b294", "P_bg295", bias=True),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.ff.net.2", "P_bg296", "P_bg297", bias=True),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_q", "P_bg298", "P_bg299", bias=False),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_k", "P_bg300", "P_bg301", bias=False),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_v", "P_bg300", "P_bg301", bias=False),
+            **dense("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_out.0", "P_bg302", "P_bg303", bias=True),
+            **norm("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.norm1", "P_bg303"),
+            **norm("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.norm2", "P_bg303"),
+            **norm("model.diffusion_model.output_blocks.10.1.transformer_blocks.0.norm3", "P_bg303"),
+            **conv("model.diffusion_model.output_blocks.10.1.proj_out", "P_bg303", "P_bg304"),
+            **easyblock("model.diffusion_model.output_blocks.11.0", "P_bg305", "P_bg306"),
+            **conv("model.diffusion_model.output_blocks.11.0.skip_connection", "P_bg307", "P_bg308"),
+            **norm("model.diffusion_model.output_blocks.11.1.norm", "P_bg309"),
+            **conv("model.diffusion_model.output_blocks.11.1.proj_in", "P_bg309", "P_bg310"),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_q", "P_bg311", "P_bg312", bias=False),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_k", "P_bg311", "P_bg312", bias=False),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_v", "P_bg311", "P_bg312", bias=False),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_out.0", "P_bg311", "P_bg312", bias=True),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.ff.net.0.proj", "P_bg313", "P_bg314", bias=True),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.ff.net.2", "P_bg315", "P_bg316", bias=True),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_q", "P_bg317", "P_bg318", bias=False),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_k", "P_bg319", "P_bg320", bias=False),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_v", "P_bg319", "P_bg320", bias=False),
+            **dense("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_out.0", "P_bg321", "P_bg322", bias=True),
+            **norm("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.norm1", "P_bg322"),
+            **norm("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.norm2", "P_bg322"),
+            **norm("model.diffusion_model.output_blocks.11.1.transformer_blocks.0.norm3", "P_bg322"),
+            **conv("model.diffusion_model.output_blocks.11.1.proj_out", "P_bg322", "P_bg323"),
+            **norm("model.diffusion_model.out.0", "P_bg324"),
+            **conv("model.diffusion_model.out.2", "P_bg325", "P_bg326"),
+            **skip("cond_stage_model.transformer.text_model.embeddings.position_ids", None, None),
+            **dense("cond_stage_model.transformer.text_model.embeddings.token_embedding", "P_bg365", "P_bg366", bias=False),
+            **dense("cond_stage_model.transformer.text_model.embeddings.token_embedding", None, None),
+            **dense("cond_stage_model.transformer.text_model.embeddings.position_embedding", "P_bg367", "P_bg368", bias=False),
+            # cond stage text encoder
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.k_proj", "P_bg369", "P_bg370", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.v_proj", "P_bg369", "P_bg370", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.q_proj", "P_bg369", "P_bg370", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.out_proj", "P_bg369", "P_bg370", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.0.layer_norm1", "P_bg370"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.0.mlp.fc1", "P_bg370", "P_bg371", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.0.mlp.fc2", "P_bg371", "P_bg372", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.0.layer_norm2", "P_bg372"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.k_proj", "P_bg372", "P_bg373", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.v_proj", "P_bg372", "P_bg373", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.q_proj", "P_bg372", "P_bg373", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.out_proj", "P_bg372", "P_bg373", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.1.layer_norm1", "P_bg373"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.1.mlp.fc1", "P_bg373", "P_bg374", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.1.mlp.fc2", "P_bg374", "P_bg375", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.1.layer_norm2", "P_bg375"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.k_proj", "P_bg375", "P_bg376", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.v_proj", "P_bg375", "P_bg376", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.q_proj", "P_bg375", "P_bg376", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.out_proj", "P_bg375", "P_bg376", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.2.layer_norm1", "P_bg376"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.2.mlp.fc1", "P_bg376", "P_bg377", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.2.mlp.fc2", "P_bg377", "P_bg378", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.2.layer_norm2", "P_bg378"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.k_proj", "P_bg378", "P_bg379", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.v_proj", "P_bg378", "P_bg379", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.q_proj", "P_bg378", "P_bg379", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.out_proj", "P_bg378", "P_bg379", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.3.layer_norm1", "P_bg379"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.3.mlp.fc1", "P_bg379", "P_bg380", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.3.mlp.fc2", "P_bg380", "P_b381", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.3.layer_norm2", "P_bg381"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.k_proj", "P_bg381", "P_bg382", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.v_proj", "P_bg381", "P_bg382", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.q_proj", "P_bg381", "P_bg382", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.out_proj", "P_bg381", "P_bg382", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.4.layer_norm1", "P_bg382"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.4.mlp.fc1", "P_bg382", "P_bg383", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.4.mlp.fc2", "P_bg383", "P_bg384", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.4.layer_norm2", "P_bg384"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.k_proj", "P_bg384", "P_bg385", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.v_proj", "P_bg384", "P_bg385", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.q_proj", "P_bg384", "P_bg385", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.out_proj", "P_bg384", "P_bg385", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.5.layer_norm1", "P_bg385"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.5.mlp.fc1", "P_bg385", "P_bg386", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.5.mlp.fc2", "P_bg386", "P_bg387", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.5.layer_norm2", "P_bg387"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.k_proj", "P_bg387", "P_bg388", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.v_proj", "P_bg387", "P_bg388", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.q_proj", "P_bg387", "P_bg388", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.out_proj", "P_bg387", "P_bg388", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.6.layer_norm1", "P_bg389"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.6.mlp.fc1", "P_bg389", "P_bg390", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.6.mlp.fc2", "P_bg390", "P_bg391", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.6.layer_norm2", "P_bg391"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.k_proj", "P_bg391", "P_bg392", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.v_proj", "P_bg391", "P_bg392", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.q_proj", "P_bg391", "P_bg392", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.out_proj", "P_bg391", "P_bg392", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.7.layer_norm1", "P_bg392"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.7.mlp.fc1", "P_bg392", "P_bg393", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.7.mlp.fc2", "P_bg393", "P_bg394", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.7.layer_norm2", "P_bg394"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.k_proj", "P_bg394", "P_bg395", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.v_proj", "P_bg394", "P_bg395", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.q_proj", "P_bg394", "P_bg395", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.out_proj", "P_bg394", "P_bg395", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.8.layer_norm1", "P_bg395"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.8.mlp.fc1", "P_bg395", "P_bg396", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.8.mlp.fc2", "P_bg396", "P_bg397", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.8.layer_norm2", "P_bg397"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.k_proj", "P_bg397", "P_bg398", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.v_proj", "P_bg397", "P_bg398", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.q_proj", "P_bg397", "P_bg398", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.out_proj", "P_bg397", "P_bg398", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.9.layer_norm1", "P_bg398"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.9.mlp.fc1", "P_bg398", "P_bg399", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.9.mlp.fc2", "P_bg400", "P_bg401", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.9.layer_norm2", "P_bg401"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.k_proj", "P_bg401", "P_bg402", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.v_proj", "P_bg401", "P_bg402", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.q_proj", "P_bg401", "P_bg402", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.out_proj", "P_bg401", "P_bg402", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.10.layer_norm1", "P_bg402"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.10.mlp.fc1", "P_bg402", "P_bg403", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.10.mlp.fc2", "P_bg403", "P_bg404", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.10.layer_norm2", "P_bg404"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.k_proj", "P_bg404", "P_bg405", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.v_proj", "P_bg404", "P_bg405", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.q_proj", "P_bg404", "P_bg405", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.out_proj", "P_bg404", "P_bg405", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.11.layer_norm1", "P_bg405"),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.11.mlp.fc1", "P_bg405", "P_bg406", bias=True),
+            **dense("cond_stage_model.transformer.text_model.encoder.layers.11.mlp.fc2", "P_bg406", "P_bg407", bias=True),
+            **norm("cond_stage_model.transformer.text_model.encoder.layers.11.layer_norm2", "P_bg407"),
+            **norm("cond_stage_model.transformer.text_model.final_layer_norm", "P_bg407"),
+        }
+    )
diff --git a/modules/merging/merge_PermSpec_SDXL.py b/modules/merging/merge_PermSpec_SDXL.py
new file mode 100644
index 000000000..2f1c6f8ef
--- /dev/null
+++ b/modules/merging/merge_PermSpec_SDXL.py
@@ -0,0 +1,1860 @@
+from modules.merging.merge_rebasin import PermutationSpec, permutation_spec_from_axes_to_perm
+
+def sdxl_permutation_spec() -> PermutationSpec:
+    conv = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+        f"{name}.weight": (
+            p_out,
+            p_in,
+        ),
+        f"{name}.bias": (p_out,),
+    }
+    norm = lambda name, p: {f"{name}.weight": (p,), f"{name}.bias": (p,)}  # pylint: disable=unnecessary-lambda-assignment
+    dense = (
+        lambda name, p_in, p_out, bias=True: {  # pylint: disable=unnecessary-lambda-assignment
+            f"{name}.weight": (p_out, p_in),
+            f"{name}.bias": (p_out,),
+        }
+        if bias
+        else {f"{name}.weight": (p_out, p_in)}
+    )
+    skip = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+        f"{name}": (
+            p_out,
+            p_in,
+            None,
+            None,
+        )
+    }
+
+    # Unet Res blocks
+    easyblock = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+        **norm(f"{name}.in_layers.0", p_in),
+        **conv(f"{name}.in_layers.2", p_in, f"P_{name}_inner"),
+        **dense(
+            f"{name}.emb_layers.1", f"P_{name}_inner2", f"P_{name}_inner3", bias=True
+        ),
+        **norm(f"{name}.out_layers.0", f"P_{name}_inner4"),
+        **conv(f"{name}.out_layers.3", f"P_{name}_inner4", p_out),
+    }
+
+    return permutation_spec_from_axes_to_perm(
+        {
+            # Skipped Layers
+            **skip("betas", None, None),
+            **skip("alphas_cumprod", None, None),
+            **skip("alphas_cumprod_prev", None, None),
+            **skip("sqrt_alphas_cumprod", None, None),
+            **skip("sqrt_one_minus_alphas_cumprod", None, None),
+            **skip("log_one_minus_alphas_cumprods", None, None),
+            **skip("sqrt_recip_alphas_cumprod", None, None),
+            **skip("sqrt_recipm1_alphas_cumprod", None, None),
+            **skip("posterior_variance", None, None),
+            **skip("posterior_log_variance_clipped", None, None),
+            **skip("posterior_mean_coef1", None, None),
+            **skip("posterior_mean_coef2", None, None),
+            **skip("log_one_minus_alphas_cumprod", None, None),
+            **skip("model_ema.decay", None, None),
+            **skip("model_ema.num_updates", None, None),
+            **skip("conditioner.embedders.0.transformer.text_model.embeddings.position_ids", None, None),
+            **skip("conditioner.embedders.1.model.logit_scale", None, None),
+            **skip("conditioner.embedders.1.model.positional_embedding", None, None),
+            **skip("conditioner.embedders.1.model.text_projection", None, None),
+            **conv("model.diffusion_model.input_blocks.0.0", "P_bg0", "P_bg1"),
+            **easyblock("model.diffusion_model.input_blocks.1.0", "P_bg2", "P_bg3"),
+            **easyblock("model.diffusion_model.input_blocks.2.0", "P_bg4", "P_bg5"),
+            **conv("model.diffusion_model.input_blocks.3.0.op", "P_bg6", "P_bg7"),
+            **easyblock("model.diffusion_model.input_blocks.4.0", "P_bg8", "P_bg9"),
+            **conv("model.diffusion_model.input_blocks.4.0.skip_connection", "P_bg10", "P_bg11"),
+            **norm("model.diffusion_model.input_blocks.4.1.norm", "P_bg12"),
+            **conv("model.diffusion_model.input_blocks.4.1.proj_in", "P_bg12", "P_bg13"),
+            **conv("model.diffusion_model.input_blocks.4.1.proj_out", "P_bg14", "P_bg15"),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_k", "P_bg16", "P_bg17", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_out.0", "P_bg16", "P_bg17", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_q", "P_bg16", "P_bg17", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_v", "P_bg16", "P_bg17", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_k", "P_bg18", "P_bg19", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_out.0", "P_bg20", "P_bg21", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_q", "P_bg20", "P_bg21", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_v", "P_bg18", "P_bg19", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.ff.net.0.proj", "P_bg22", "P_bg23", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.ff.net.2", "P_bg24", "P_bg25", bias=True),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm1", "P_bg26"),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm2", "P_bg26"),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm3", "P_bg26"),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn1.to_k", "P_bg27", "P_bg28", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn1.to_out.0", "P_bg27", "P_bg28", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn1.to_q", "P_bg27", "P_bg28", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn1.to_v", "P_bg27", "P_bg28", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn2.to_k", "P_bg29", "P_bg30", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn2.to_out.0", "P_bg31", "P_bg32", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn2.to_q", "P_bg31", "P_bg32", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.attn2.to_v", "P_bg33", "P_bg34", bias=False),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.ff.net.0.proj", "P_bg35", "P_bg36", bias=True),
+            **dense("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.ff.net.2", "P_bg37", "P_bg38", bias=True),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.norm1", "P_bg39"),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.norm2", "P_bg39"),
+            **norm("model.diffusion_model.input_blocks.4.1.transformer_blocks.1.norm3", "P_bg39"),
+            **easyblock("model.diffusion_model.input_blocks.5.0", "P_bg40", "P_bg41"),
+            **norm("model.diffusion_model.input_blocks.5.1.norm", "P_bg42"),
+            **conv("model.diffusion_model.input_blocks.5.1.proj_in", "P_bg43", "P_bg44"),
+            **conv("model.diffusion_model.input_blocks.5.1.proj_out", "P_bg45", "P_bg46"),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_k", "P_bg47", "P_bg48", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_out.0", "P_bg47", "P_bg48", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_q", "P_bg47", "P_bg48", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_v", "P_bg47", "P_bg48", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_k", "P_bg49", "P_bg50", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_out.0", "P_bg51", "P_bg52", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_q", "P_bg53", "P_bg54", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_v", "P_bg55", "P_bg56", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.ff.net.0.proj", "P_bg57", "P_bg58", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.ff.net.2", "P_bg59", "P_bg60", bias=True),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm1", "P_bg61"),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm2", "P_bg61"),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm3", "P_bg61"),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn1.to_k", "P_bg62", "P_bg63", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn1.to_out.0", "P_bg62", "P_bg63", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn1.to_q", "P_bg62", "P_bg63", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn1.to_v", "P_bg62", "P_bg63", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn2.to_k", "P_bg64", "P_bg65", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn2.to_out.0", "P_bg66", "P_bg67", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn2.to_q", "P_bg68", "P_bg69", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.attn2.to_v", "P_bg70", "P_bg71", bias=False),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.ff.net.0.proj", "P_bg72", "P_bg73", bias=True),
+            **dense("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.ff.net.2", "P_bg74", "P_bg75", bias=True),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.norm1", "P_bg76"),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.norm2", "P_bg76"),
+            **norm("model.diffusion_model.input_blocks.5.1.transformer_blocks.1.norm3", "P_bg76"),
+            **conv("model.diffusion_model.input_blocks.6.0.op", "P_bg77", "P_bg78"),
+            **easyblock("model.diffusion_model.input_blocks.7.0", "P_bg78", "P_bg79"),
+            **conv("model.diffusion_model.input_blocks.7.0.skip_connection", "P_bg80", "P_bg81"),
+            **norm("model.diffusion_model.input_blocks.7.1.norm", "P_bg82"),
+            **conv("model.diffusion_model.input_blocks.7.1.proj_in", "P_bg82", "P_bg83"),
+            **conv("model.diffusion_model.input_blocks.7.1.proj_out", "P_bg84", "P_bg85"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_k", "P_bg86", "P_bg87", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_out.0", "P_bg86", "P_bg87", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_q", "P_bg86", "P_bg87", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_v", "P_bg86", "P_bg87", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_k", "P_bg88", "P_bg89", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_out.0", "P_bg90", "P_bg91", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_q", "P_bg92", "P_bg93", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_v", "P_bg94", "P_bg95", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.ff.net.0.proj", "P_bg96", "P_bg97", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.ff.net.2", "P_bg98", "P_bg99", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm1", "P_bg100"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm2", "P_bg100"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm3", "P_bg100"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn1.to_k", "P_bg101", "P_bg102", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn1.to_out.0", "P_bg101", "P_bg102", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn1.to_q", "P_bg101", "P_bg102", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn1.to_v", "P_bg101", "P_bg102", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn2.to_k", "P_bg103", "P_bg104", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn2.to_out.0", "P_bg105", "P_bg106", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn2.to_q", "P_bg107", "P_bg108", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.attn2.to_v", "P_bg109", "P_bg110", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.ff.net.0.proj", "P_bg111", "P_bg112", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.ff.net.2", "P_bg113", "P_bg114", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.norm1", "P_bg115"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.norm2", "P_bg115"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.1.norm3", "P_bg115"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn1.to_k", "P_bg116", "P_bg117", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn1.to_out.0", "P_bg116", "P_bg117", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn1.to_q", "P_bg116", "P_bg117", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn1.to_v", "P_bg116", "P_bg117", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn2.to_k", "P_bg118", "P_bg119", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn2.to_out.0", "P_bg120", "P_bg121", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn2.to_q", "P_bg122", "P_bg123", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.attn2.to_v", "P_bg124", "P_bg125", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.ff.net.0.proj", "P_bg126", "P_bg127", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.ff.net.2", "P_bg128", "P_bg129", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.norm1", "P_bg130"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.norm2", "P_bg130"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.2.norm3", "P_bg130"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn1.to_k", "P_bg110", "P_bg111", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn1.to_out.0", "P_bg131", "P_bg132", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn1.to_q", "P_bg131", "P_bg132", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn1.to_v", "P_bg131", "P_bg132", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn2.to_k", "P_bg133", "P_bg134", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn2.to_out.0", "P_bg135", "P_bg136", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn2.to_q", "P_bg137", "P_bg138", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.attn2.to_v", "P_bg139", "P_bg140", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.ff.net.0.proj", "P_bg141", "P_bg142", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.ff.net.2", "P_bg143", "P_bg144", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.norm1", "P_bg145"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.norm2", "P_bg145"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.3.norm3", "P_bg145"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn1.to_k", "P_bg146", "P_bg147", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn1.to_out.0", "P_bg146", "P_bg147", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn1.to_q", "P_bg146", "P_bg147", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn1.to_v", "P_bg146", "P_bg147", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn2.to_k", "P_bg148", "P_bg149", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn2.to_out.0", "P_bg150", "P_bg151", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn2.to_q", "P_bg152", "P_bg153", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.attn2.to_v", "P_bg154", "P_bg155", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.ff.net.0.proj", "P_bg156", "P_bg157", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.ff.net.2", "P_bg158", "P_bg159", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.norm1", "P_bg160"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.norm2", "P_bg160"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.4.norm3", "P_bg160"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn1.to_k", "P_bg161", "P_bg162", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn1.to_out.0", "P_bg161", "P_bg162", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn1.to_q", "P_bg161", "P_bg162", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn1.to_v", "P_bg161", "P_bg162", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn2.to_k", "P_bg163", "P_bg164", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn2.to_out.0", "P_bg165", "P_bg166", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn2.to_q", "P_bg167", "P_bg168", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.attn2.to_v", "P_bg169", "P_bg170", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.ff.net.0.proj", "P_bg171", "P_bg172", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.ff.net.2", "P_bg173", "P_bg174", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.norm1", "P_bg175"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.norm2", "P_bg175"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.5.norm3", "P_bg175"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn1.to_k", "P_bg176", "P_bg177", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn1.to_out.0", "P_bg176", "P_bg177", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn1.to_q", "P_bg176", "P_bg177", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn1.to_v", "P_bg176", "P_bg177", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn2.to_k", "P_bg178", "P_bg179", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn2.to_out.0", "P_bg180", "P_bg181", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn2.to_q", "P_bg182", "P_bg183", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.attn2.to_v", "P_bg184", "P_bg185", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.ff.net.0.proj", "P_bg186", "P_bg187", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.ff.net.2", "P_bg188", "P_bg189", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.norm1", "P_bg190"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.norm2", "P_bg190"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.6.norm3", "P_bg190"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn1.to_k", "P_bg191", "P_bg192", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn1.to_out.0", "P_bg193", "P_bg194", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn1.to_q", "P_bg195", "P_bg196", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn1.to_v", "P_bg197", "P_bg198", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn2.to_k", "P_bg199", "P_bg200", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn2.to_out.0", "P_bg201", "P_bg202", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn2.to_q", "P_bg203", "P_bg204", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.attn2.to_v", "P_bg205", "P_bg206", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.ff.net.0.proj", "P_bg207", "P_bg208", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.ff.net.2", "P_bg209", "P_bg210", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.norm1", "P_bg211"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.norm2", "P_bg211"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.7.norm3", "P_bg211"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn1.to_k", "P_bg212", "P_bg213", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn1.to_out.0", "P_bg212", "P_bg213", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn1.to_q", "P_bg212", "P_bg213", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn1.to_v", "P_bg212", "P_bg213", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn2.to_k", "P_bg214", "P_bg215", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn2.to_out.0", "P_bg216", "P_bg217", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn2.to_q", "P_bg218", "P_bg219", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.attn2.to_v", "P_bg220", "P_bg221", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.ff.net.0.proj", "P_bg222", "P_bg223", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.ff.net.2", "P_bg224", "P_bg225", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.norm1", "P_bg226"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.norm2", "P_bg226"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.8.norm3", "P_bg226"),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn1.to_k", "P_bg227", "P_bg228", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn1.to_out.0", "P_bg227", "P_bg228", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn1.to_q", "P_bg227", "P_bg228", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn1.to_v", "P_bg227", "P_bg228", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn2.to_k", "P_bg229", "P_bg230", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn2.to_out.0", "P_bg231", "P_bg232", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn2.to_q", "P_bg233", "P_bg234", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.attn2.to_v", "P_bg235", "P_bg236", bias=False),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.ff.net.0.proj", "P_bg237", "P_bg238", bias=True),
+            **dense("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.ff.net.2", "P_bg239", "P_bg240", bias=True),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.norm1", "P_bg241"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.norm2", "P_bg241"),
+            **norm("model.diffusion_model.input_blocks.7.1.transformer_blocks.9.norm3", "P_bg241"),
+            **easyblock("model.diffusion_model.input_blocks.8.0", "P_bg242", "P_bg243"),
+            **norm("model.diffusion_model.input_blocks.8.1.norm", "P_bg244"),
+            **conv("model.diffusion_model.input_blocks.8.1.proj_in", "P_bg244", "P_bg245"),
+            **conv("model.diffusion_model.input_blocks.8.1.proj_out", "P_bg246", "P_bg247"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_k", "P_bg248", "P_bg249", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_out.0", "P_bg248", "P_bg249", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_q", "P_bg248", "P_bg249", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_v", "P_bg248", "P_bg249", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_k", "P_bg250", "P_bg251", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_out.0", "P_bg252", "P_bg253", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_q", "P_bg254", "P_bg255", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_v", "P_bg256", "P_bg257", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.ff.net.0.proj", "P_bg258", "P_bg259", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.ff.net.2", "P_bg260", "P_bg261", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm1", "P_bg262"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm2", "P_bg262"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm3", "P_bg262"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn1.to_k", "P_bg263", "P_bg264", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn1.to_out.0", "P_bg263", "P_bg264", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn1.to_q", "P_bg263", "P_bg264", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn1.to_v", "P_bg263", "P_bg264", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn2.to_k", "P_bg265", "P_bg266", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn2.to_out.0", "P_bg267", "P_bg268", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn2.to_q", "P_bg269", "P_bg270", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.attn2.to_v", "P_bg271", "P_bg272", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.ff.net.0.proj", "P_bg273", "P_bg274", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.ff.net.2", "P_bg275", "P_bg276", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.norm1", "P_bg277"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.norm2", "P_bg277"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.1.norm3", "P_bg277"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn1.to_k", "P_bg278", "P_bg279", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn1.to_out.0", "P_bg278", "P_bg279", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn1.to_q", "P_bg278", "P_bg279", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn1.to_v", "P_bg278", "P_bg279", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn2.to_k", "P_bg280", "P_bg281", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn2.to_out.0", "P_bg282", "P_bg283", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn2.to_q", "P_bg284", "P_bg285", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.attn2.to_v", "P_bg286", "P_bg287", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.ff.net.0.proj", "P_bg288", "P_bg289", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.ff.net.2", "P_bg290", "P_bg291", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.norm1", "P_bg292"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.norm2", "P_bg292"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.2.norm3", "P_bg292"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn1.to_k", "P_bg293", "P_bg294", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn1.to_out.0", "P_bg293", "P_bg294", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn1.to_q", "P_bg293", "P_bg294", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn1.to_v", "P_bg293", "P_bg294", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn2.to_k", "P_bg295", "P_bg296", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn2.to_out.0", "P_bg297", "P_bg298", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn2.to_q", "P_bg299", "P_bg300", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.attn2.to_v", "P_bg301", "P_bg302", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.ff.net.0.proj", "P_bg303", "P_bg304", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.ff.net.2", "P_bg305", "P_bg306", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.norm1", "P_bg307"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.norm2", "P_bg307"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.3.norm3", "P_bg307"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn1.to_k", "P_bg308", "P_bg309", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn1.to_out.0", "P_bg308", "P_bg309", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn1.to_q", "P_bg308", "P_bg309", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn1.to_v", "P_bg308", "P_bg309", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn2.to_k", "P_bg310", "P_bg311", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn2.to_out.0", "P_bg312", "P_bg313", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn2.to_q", "P_bg314", "P_bg315", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.attn2.to_v", "P_bg316", "P_bg317", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.ff.net.0.proj", "P_bg318", "P_bg319", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.ff.net.2", "P_bg320", "P_bg321", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.norm1", "P_bg322"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.norm2", "P_bg322"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.4.norm3", "P_bg322"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn1.to_k", "P_bg322", "P_bg323", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn1.to_out.0", "P_bg322", "P_bg323", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn1.to_q", "P_bg322", "P_bg323", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn1.to_v", "P_bg322", "P_bg323", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn2.to_k", "P_bg324", "P_bg325", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn2.to_out.0", "P_bg326", "P_bg327", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn2.to_q", "P_bg328", "P_bg329", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.attn2.to_v", "P_bg330", "P_bg331", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.ff.net.0.proj", "P_bg332", "P_bg333", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.ff.net.2", "P_bg334", "P_bg335", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.norm1", "P_bg336"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.norm2", "P_bg336"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.5.norm3", "P_bg336"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn1.to_k", "P_bg337", "P_bg338", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn1.to_out.0", "P_bg337", "P_bg338", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn1.to_q", "P_bg337", "P_bg338", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn1.to_v", "P_bg337", "P_bg338", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn2.to_k", "P_bg339", "P_bg340", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn2.to_out.0", "P_bg341", "P_bg342", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn2.to_q", "P_bg343", "P_bg344", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.attn2.to_v", "P_bg345", "P_bg346", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.ff.net.0.proj", "P_bg347", "P_bg348", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.ff.net.2", "P_bg349", "P_bg350", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.norm1", "P_bg351"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.norm2", "P_bg351"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.6.norm3", "P_bg351"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn1.to_k", "P_bg352", "P_bg353", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn1.to_out.0", "P_bg352", "P_bg353", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn1.to_q", "P_bg352", "P_bg353", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn1.to_v", "P_bg352", "P_bg353", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn2.to_k", "P_bg354", "P_bg355", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn2.to_out.0", "P_bg356", "P_bg357", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn2.to_q", "P_bg358", "P_bg359", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.attn2.to_v", "P_bg360", "P_bg361", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.ff.net.0.proj", "P_bg362", "P_bg363", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.ff.net.2", "P_bg364", "P_bg365", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.norm1", "P_bg366"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.norm2", "P_bg366"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.7.norm3", "P_bg366"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn1.to_k", "P_bg367", "P_bg368", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn1.to_out.0", "P_bg367", "P_bg368", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn1.to_q", "P_bg367", "P_bg368", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn1.to_v", "P_bg367", "P_bg368", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn2.to_k", "P_bg369", "P_bg370", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn2.to_out.0", "P_bg371", "P_bg372", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn2.to_q", "P_bg373", "P_bg374", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.attn2.to_v", "P_bg375", "P_bg376", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.ff.net.0.proj", "P_bg377", "P_bg378", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.ff.net.2", "P_bg379", "P_bg380", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.norm1", "P_bg381"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.norm2", "P_bg381"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.8.norm3", "P_bg381"),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn1.to_k", "P_bg382", "P_bg383", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn1.to_out.0", "P_bg382", "P_bg383", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn1.to_q", "P_bg382", "P_bg383", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn1.to_v", "P_bg382", "P_bg383", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn2.to_k", "P_bg384", "P_bg385", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn2.to_out.0", "P_bg386", "P_bg387", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn2.to_q", "P_bg388", "P_bg389", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.attn2.to_v", "P_bg390", "P_bg391", bias=False),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.ff.net.0.proj", "P_bg392", "P_bg393", bias=True),
+            **dense("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.ff.net.2", "P_bg394", "P_bg395", bias=True),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.norm1", "P_bg396"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.norm2", "P_bg396"),
+            **norm("model.diffusion_model.input_blocks.8.1.transformer_blocks.9.norm3", "P_bg396"),
+            **dense("model.diffusion_model.label_emb.0.0", "P_bg397", "P_bg398", bias=True),
+            **dense("model.diffusion_model.label_emb.0.2", "P_bg399", "P_bg400", bias=True),
+            **easyblock("model.diffusion_model.middle_block.0", "P_bg401", "P_bg402"),
+            **norm("model.diffusion_model.middle_block.1.norm", "P_bg403"),
+            **conv("model.diffusion_model.middle_block.1.proj_in", "P_bg403", "P_bg404"),
+            **conv("model.diffusion_model.middle_block.1.proj_out", "P_bg405", "P_bg406"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_k", "P_bg407", "P_bg408", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_out.0", "P_bg407", "P_bg408", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_q", "P_bg407", "P_bg408", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_v", "P_bg407", "P_bg408", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_k", "P_bg409", "P_bg410", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_out.0", "P_bg411", "P_bg412", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_q", "P_bg413", "P_bg414", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_v", "P_bg415", "P_bg416", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.ff.net.0.proj", "P_bg417", "P_bg418", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.0.ff.net.2", "P_bg419", "P_bg420", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.0.norm1", "P_bg421"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.0.norm2", "P_bg421"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.0.norm3", "P_bg421"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn1.to_k", "P_bg422", "P_bg423", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn1.to_out.0", "P_bg422", "P_bg423", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn1.to_q", "P_bg422", "P_bg423", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn1.to_v", "P_bg422", "P_bg423", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn2.to_k", "P_bg424", "P_bg425", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn2.to_out.0", "P_bg426", "P_bg427", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn2.to_q", "P_bg428", "P_bg429", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.attn2.to_v", "P_bg430", "P_bg431", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.ff.net.0.proj", "P_bg432", "P_bg433", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.1.ff.net.2", "P_bg434", "P_bg435", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.1.norm1", "P_bg436"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.1.norm2", "P_bg436"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.1.norm3", "P_bg436"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn1.to_k", "P_bg437", "P_bg438", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn1.to_out.0", "P_bg437", "P_bg438", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn1.to_q", "P_bg437", "P_bg438", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn1.to_v", "P_bg437", "P_bg438", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn2.to_k", "P_bg439", "P_bg440", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn2.to_out.0", "P_bg441", "P_bg442", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn2.to_q", "P_bg443", "P_bg444", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.attn2.to_v", "P_bg445", "P_bg446", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.ff.net.0.proj", "P_bg447", "P_bg448", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.2.ff.net.2", "P_bg449", "P_bg450", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.2.norm1", "P_bg451"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.2.norm2", "P_bg451"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.2.norm3", "P_bg451"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn1.to_k", "P_bg452", "P_bg453", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn1.to_out.0", "P_bg452", "P_bg453", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn1.to_q", "P_bg452", "P_bg453", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn1.to_v", "P_bg452", "P_bg453", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn2.to_k", "P_bg454", "P_bg455", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn2.to_out.0", "P_bg456", "P_bg457", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn2.to_q", "P_bg458", "P_bg459", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.attn2.to_v", "P_bg460", "P_bg461", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.ff.net.0.proj", "P_bg462", "P_bg463", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.3.ff.net.2", "P_bg464", "P_bg465", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.3.norm1", "P_bg466"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.3.norm2", "P_bg466"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.3.norm3", "P_bg466"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn1.to_k", "P_bg467", "P_bg468", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn1.to_out.0", "P_bg467", "P_bg468", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn1.to_q", "P_bg467", "P_bg468", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn1.to_v", "P_bg467", "P_bg468", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn2.to_k", "P_bg469", "P_bg470", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn2.to_out.0", "P_bg471", "P_bg472", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn2.to_q", "P_bg473", "P_bg474", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.attn2.to_v", "P_bg475", "P_bg476", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.ff.net.0.proj", "P_bg477", "P_bg478", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.4.ff.net.2", "P_bg479", "P_bg480", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.4.norm1", "P_bg481"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.4.norm2", "P_bg481"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.4.norm3", "P_bg481"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn1.to_k", "P_bg482", "P_bg483", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn1.to_out.0", "P_bg482", "P_bg483", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn1.to_q", "P_bg482", "P_bg483", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn1.to_v", "P_bg482", "P_bg483", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn2.to_k", "P_bg484", "P_bg485", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn2.to_out.0", "P_bg486", "P_bg487", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn2.to_q", "P_bg488", "P_bg489", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.attn2.to_v", "P_bg490", "P_bg491", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.ff.net.0.proj", "P_bg492", "P_bg493", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.5.ff.net.2", "P_bg494", "P_bg495", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.5.norm1", "P_bg496"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.5.norm2", "P_bg496"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.5.norm3", "P_bg496"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn1.to_k", "P_bg497", "P_bg498", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn1.to_out.0", "P_bg497", "P_bg498", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn1.to_q", "P_bg497", "P_bg498", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn1.to_v", "P_bg497", "P_bg498", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn2.to_k", "P_bg499", "P_bg500", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn2.to_out.0", "P_bg501", "P_bg502", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn2.to_q", "P_bg503", "P_bg504", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.attn2.to_v", "P_bg505", "P_bg506", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.ff.net.0.proj", "P_bg507", "P_bg508", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.6.ff.net.2", "P_bg509", "P_bg510", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.6.norm1", "P_bg511"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.6.norm2", "P_bg511"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.6.norm3", "P_bg511"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn1.to_k", "P_bg512", "P_bg513", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn1.to_out.0", "P_bg512", "P_bg513", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn1.to_q", "P_bg512", "P_bg513", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn1.to_v", "P_bg512", "P_bg513", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn2.to_k", "P_bg514", "P_bg515", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn2.to_out.0", "P_bg516", "P_bg517", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn2.to_q", "P_bg518", "P_bg519", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.attn2.to_v", "P_bg520", "P_bg521", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.ff.net.0.proj", "P_bg522", "P_bg523", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.7.ff.net.2", "P_bg524", "P_bg525", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.7.norm1", "P_bg526"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.7.norm2", "P_bg526"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.7.norm3", "P_bg526"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn1.to_k", "P_bg527", "P_bg528", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn1.to_out.0", "P_bg527", "P_bg528", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn1.to_q", "P_bg527", "P_bg528", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn1.to_v", "P_bg527", "P_bg528", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn2.to_k", "P_bg529", "P_bg530", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn2.to_out.0", "P_bg531", "P_bg532", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn2.to_q", "P_bg533", "P_bg534", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.attn2.to_v", "P_bg535", "P_bg536", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.ff.net.0.proj", "P_bg537", "P_bg538", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.8.ff.net.2", "P_bg539", "P_bg540", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.8.norm1", "P_bg541"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.8.norm2", "P_bg541"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.8.norm3", "P_bg541"),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn1.to_k", "P_bg542", "P_bg543", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn1.to_out.0", "P_bg542", "P_bg543", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn1.to_q", "P_bg542", "P_bg543", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn1.to_v", "P_bg542", "P_bg543", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn2.to_k", "P_bg544", "P_bg545", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn2.to_out.0", "P_bg546", "P_bg547", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn2.to_q", "P_bg548", "P_bg549", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.attn2.to_v", "P_bg550", "P_bg551", bias=False),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.ff.net.0.proj", "P_bg552", "P_bg553", bias=True),
+            **dense("model.diffusion_model.middle_block.1.transformer_blocks.9.ff.net.2", "P_bg554", "P_bg555", bias=True),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.9.norm1", "P_bg556"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.9.norm2", "P_bg556"),
+            **norm("model.diffusion_model.middle_block.1.transformer_blocks.9.norm3", "P_bg556"),
+            **easyblock("model.diffusion_model.middle_block.2", "P_bg557", "P_bg558"),
+            **norm("model.diffusion_model.out.0", "P_bg559"),
+            **conv("model.diffusion_model.out.2", "P_bg560", "P_bg561"),
+            **easyblock("model.diffusion_model.output_blocks.0.0", "P_bg562", "P_bg563"),
+            **conv("model.diffusion_model.output_blocks.0.0.skip_connection", "P_bg564", "P_bg565"),
+            **norm("model.diffusion_model.output_blocks.0.1.norm", "P_bg566"),
+            **conv("model.diffusion_model.output_blocks.0.1.proj_in", "P_bg566", "P_bg567"),
+            **conv("model.diffusion_model.output_blocks.0.1.proj_out", "P_bg568", "P_bg569"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn1.to_k", "P_bg570", "P_bg571", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn1.to_out.0", "P_bg570", "P_bg571", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn1.to_q", "P_bg570", "P_bg571", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn1.to_v", "P_bg570", "P_bg571", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn2.to_k", "P_bg572", "P_bg573", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn2.to_out.0", "P_bg574", "P_bg575", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn2.to_q", "P_bg576", "P_bg577", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.attn2.to_v", "P_bg578", "P_bg579", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.ff.net.0.proj", "P_bg580", "P_bg581", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.ff.net.2", "P_bg582", "P_bg583", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.norm1", "P_bg584"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.norm2", "P_bg584"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.0.norm3", "P_bg584"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn1.to_k", "P_bg585", "P_bg586", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn1.to_out.0", "P_bg585", "P_bg586", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn1.to_q", "P_bg585", "P_bg586", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn1.to_v", "P_bg585", "P_bg586", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn2.to_k", "P_bg587", "P_bg588", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn2.to_out.0", "P_bg589", "P_bg590", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn2.to_q", "P_bg591", "P_bg592", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.attn2.to_v", "P_bg593", "P_bg594", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.ff.net.0.proj", "P_bg595", "P_bg596", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.ff.net.2", "P_bg597", "P_bg598", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.norm1", "P_bg599"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.norm2", "P_bg599"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.1.norm3", "P_bg599"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn1.to_k", "P_bg600", "P_bg601", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn1.to_out.0", "P_bg600", "P_bg601", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn1.to_q", "P_bg600", "P_bg601", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn1.to_v", "P_bg600", "P_bg601", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn2.to_k", "P_bg602", "P_bg603", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn2.to_out.0", "P_bg604", "P_bg605", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn2.to_q", "P_bg606", "P_bg607", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.attn2.to_v", "P_bg608", "P_bg609", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.ff.net.0.proj", "P_bg610", "P_bg611", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.ff.net.2", "P_bg612", "P_bg613", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.norm1", "P_bg614"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.norm2", "P_bg614"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.2.norm3", "P_bg614"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn1.to_k", "P_bg615", "P_bg616", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn1.to_out.0", "P_bg615", "P_bg616", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn1.to_q", "P_bg615", "P_bg616", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn1.to_v", "P_bg615", "P_bg616", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn2.to_k", "P_bg617", "P_bg618", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn2.to_out.0", "P_bg619", "P_bg620", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn2.to_q", "P_bg621", "P_bg622", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.attn2.to_v", "P_bg623", "P_bg624", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.ff.net.0.proj", "P_bg625", "P_bg626", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.ff.net.2", "P_bg627", "P_bg628", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.norm1", "P_bg629"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.norm2", "P_bg629"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.3.norm3", "P_bg629"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn1.to_k", "P_bg630", "P_bg631", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn1.to_out.0", "P_bg630", "P_bg631", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn1.to_q", "P_bg630", "P_bg631", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn1.to_v", "P_bg630", "P_bg631", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn2.to_k", "P_bg632", "P_bg633", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn2.to_out.0", "P_bg634", "P_bg635", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn2.to_q", "P_bg636", "P_bg637", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.attn2.to_v", "P_bg638", "P_bg639", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.ff.net.0.proj", "P_bg640", "P_bg641", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.ff.net.2", "P_bg642", "P_bg643", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.norm1", "P_bg644"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.norm2", "P_bg644"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.4.norm3", "P_bg644"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn1.to_k", "P_bg645", "P_bg646", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn1.to_out.0", "P_bg645", "P_bg646", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn1.to_q", "P_bg645", "P_bg646", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn1.to_v", "P_bg645", "P_bg646", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn2.to_k", "P_bg647", "P_bg648", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn2.to_out.0", "P_bg649", "P_bg650", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn2.to_q", "P_bg651", "P_bg652", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.attn2.to_v", "P_bg653", "P_bg654", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.ff.net.0.proj", "P_bg655", "P_bg656", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.ff.net.2", "P_bg657", "P_bg658", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.norm1", "P_bg659"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.norm2", "P_bg659"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.5.norm3", "P_bg659"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn1.to_k", "P_bg660", "P_bg661", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn1.to_out.0", "P_bg660", "P_bg661", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn1.to_q", "P_bg660", "P_bg661", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn1.to_v", "P_bg660", "P_bg661", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn2.to_k", "P_bg662", "P_bg663", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn2.to_out.0", "P_bg664", "P_bg665", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn2.to_q", "P_bg666", "P_bg667", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.attn2.to_v", "P_bg668", "P_bg669", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.ff.net.0.proj", "P_bg670", "P_bg671", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.ff.net.2", "P_bg672", "P_bg673", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.norm1", "P_bg674"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.norm2", "P_bg674"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.6.norm3", "P_bg674"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn1.to_k", "P_bg675", "P_bg676", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn1.to_out.0", "P_bg675", "P_bg676", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn1.to_q", "P_bg675", "P_bg676", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn1.to_v", "P_bg675", "P_bg676", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn2.to_k", "P_bg677", "P_bg678", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn2.to_out.0", "P_bg679", "P_bg680", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn2.to_q", "P_bg681", "P_bg682", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.attn2.to_v", "P_bg683", "P_bg684", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.ff.net.0.proj", "P_bg685", "P_bg686", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.ff.net.2", "P_bg687", "P_bg688", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.norm1", "P_bg689"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.norm2", "P_bg689"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.7.norm3", "P_bg689"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn1.to_k", "P_bg690", "P_bg691", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn1.to_out.0", "P_bg690", "P_bg691", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn1.to_q", "P_bg690", "P_bg691", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn1.to_v", "P_bg690", "P_bg691", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn2.to_k", "P_bg692", "P_bg693", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn2.to_out.0", "P_bg694", "P_bg695", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn2.to_q", "P_bg696", "P_bg697", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.attn2.to_v", "P_bg698", "P_bg699", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.ff.net.0.proj", "P_bg700", "P_bg701", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.ff.net.2", "P_bg702", "P_bg703", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.norm1", "P_bg704"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.norm2", "P_bg704"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.8.norm3", "P_bg704"),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn1.to_k", "P_bg705", "P_bg706", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn1.to_out.0", "P_bg705", "P_bg706", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn1.to_q", "P_bg705", "P_bg706", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn1.to_v", "P_bg705", "P_bg706", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn2.to_k", "P_bg707", "P_bg708", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn2.to_out.0", "P_bg709", "P_bg710", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn2.to_q", "P_bg711", "P_bg712", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.attn2.to_v", "P_bg713", "P_bg714", bias=False),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.ff.net.0.proj", "P_bg715", "P_bg716", bias=True),
+            **dense("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.ff.net.2", "P_bg717", "P_bg718", bias=True),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.norm1", "P_bg719"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.norm2", "P_bg719"),
+            **norm("model.diffusion_model.output_blocks.0.1.transformer_blocks.9.norm3", "P_bg719"),
+            **easyblock("model.diffusion_model.output_blocks.1.0", "P_bg720", "P_bg721"),
+            **conv("model.diffusion_model.output_blocks.1.0.skip_connection", "P_bg722", "P_bg723"),
+            **norm("model.diffusion_model.output_blocks.1.1.norm", "P_bg724"),
+            **conv("model.diffusion_model.output_blocks.1.1.proj_in", "P_bg724", "P_bg725"),
+            **conv("model.diffusion_model.output_blocks.1.1.proj_out", "P_bg726", "P_bg727"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn1.to_k", "P_bg728", "P_bg729", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn1.to_out.0", "P_bg728", "P_bg729", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn1.to_q", "P_bg728", "P_bg729", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn1.to_v", "P_bg728", "P_bg729", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn2.to_k", "P_bg730", "P_bg731", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn2.to_out.0", "P_bg732", "P_bg733", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn2.to_q", "P_bg734", "P_bg735", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.attn2.to_v", "P_bg736", "P_bg737", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.ff.net.0.proj", "P_bg738", "P_bg739", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.ff.net.2", "P_bg740", "P_bg741", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.norm1", "P_bg742"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.norm2", "P_bg742"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.0.norm3", "P_bg742"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn1.to_k", "P_bg743", "P_bg744", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn1.to_out.0", "P_bg743", "P_bg744", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn1.to_q", "P_bg743", "P_bg744", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn1.to_v", "P_bg743", "P_bg744", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn2.to_k", "P_bg745", "P_bg746", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn2.to_out.0", "P_bg747", "P_bg748", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn2.to_q", "P_bg749", "P_bg750", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.attn2.to_v", "P_bg751", "P_bg752", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.ff.net.0.proj", "P_bg753", "P_bg754", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.ff.net.2", "P_bg755", "P_bg756", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.norm1", "P_bg757"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.norm2", "P_bg757"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.1.norm3", "P_bg757"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn1.to_k", "P_bg758", "P_bg759", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn1.to_out.0", "P_bg758", "P_bg759", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn1.to_q", "P_bg758", "P_bg759", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn1.to_v", "P_bg758", "P_bg759", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn2.to_k", "P_bg760", "P_bg761", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn2.to_out.0", "P_bg762", "P_bg763", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn2.to_q", "P_bg764", "P_bg765", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.attn2.to_v", "P_bg766", "P_bg767", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.ff.net.0.proj", "P_bg768", "P_bg769", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.ff.net.2", "P_bg770", "P_bg771", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.norm1", "P_bg772"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.norm2", "P_bg772"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.2.norm3", "P_bg772"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn1.to_k", "P_bg773", "P_bg774", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn1.to_out.0", "P_bg773", "P_bg774", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn1.to_q", "P_bg773", "P_bg774", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn1.to_v", "P_bg773", "P_bg774", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn2.to_k", "P_bg775", "P_bg776", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn2.to_out.0", "P_bg777", "P_bg778", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn2.to_q", "P_bg779", "P_bg780", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.attn2.to_v", "P_bg781", "P_bg782", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.ff.net.0.proj", "P_bg783", "P_bg784", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.ff.net.2", "P_bg785", "P_bg786", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.norm1", "P_bg787"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.norm2", "P_bg787"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.3.norm3", "P_bg787"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn1.to_k", "P_bg788", "P_bg789", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn1.to_out.0", "P_bg788", "P_bg789", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn1.to_q", "P_bg788", "P_bg789", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn1.to_v", "P_bg788", "P_bg789", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn2.to_k", "P_bg790", "P_bg791", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn2.to_out.0", "P_bg792", "P_bg793", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn2.to_q", "P_bg794", "P_bg795", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.attn2.to_v", "P_bg796", "P_bg797", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.ff.net.0.proj", "P_bg798", "P_bg799", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.ff.net.2", "P_bg800", "P_bg801", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.norm1", "P_bg802"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.norm2", "P_bg802"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.4.norm3", "P_bg802"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn1.to_k", "P_bg803", "P_bg804", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn1.to_out.0", "P_bg803", "P_bg804", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn1.to_q", "P_bg803", "P_bg804", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn1.to_v", "P_bg803", "P_bg804", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn2.to_k", "P_bg805", "P_bg806", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn2.to_out.0", "P_bg807", "P_bg808", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn2.to_q", "P_bg809", "P_bg810", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.attn2.to_v", "P_bg811", "P_bg812", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.ff.net.0.proj", "P_bg813", "P_bg814", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.ff.net.2", "P_bg815", "P_bg816", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.norm1", "P_bg817"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.norm2", "P_bg817"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.5.norm3", "P_bg817"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn1.to_k", "P_bg818", "P_bg819", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn1.to_out.0", "P_bg818", "P_bg819", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn1.to_q", "P_bg818", "P_bg819", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn1.to_v", "P_bg818", "P_bg819", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn2.to_k", "P_bg820", "P_bg821", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn2.to_out.0", "P_bg822", "P_bg823", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn2.to_q", "P_bg824", "P_bg825", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.attn2.to_v", "P_bg826", "P_bg827", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.ff.net.0.proj", "P_bg828", "P_bg829", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.ff.net.2", "P_bg830", "P_bg831", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.norm1", "P_bg832"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.norm2", "P_bg832"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.6.norm3", "P_bg832"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn1.to_k", "P_bg833", "P_bg834", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn1.to_out.0", "P_bg833", "P_bg834", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn1.to_q", "P_bg833", "P_bg834", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn1.to_v", "P_bg833", "P_bg834", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn2.to_k", "P_bg835", "P_bg836", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn2.to_out.0", "P_bg837", "P_bg838", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn2.to_q", "P_bg839", "P_bg840", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.attn2.to_v", "P_bg841", "P_bg842", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.ff.net.0.proj", "P_bg843", "P_bg844", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.ff.net.2", "P_bg845", "P_bg846", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.norm1", "P_bg847"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.norm2", "P_bg847"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.7.norm3", "P_bg847"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn1.to_k", "P_bg848", "P_bg849", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn1.to_out.0", "P_bg848", "P_bg849", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn1.to_q", "P_bg848", "P_bg849", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn1.to_v", "P_bg848", "P_bg849", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn2.to_k", "P_bg850", "P_bg851", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn2.to_out.0", "P_bg852", "P_bg853", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn2.to_q", "P_bg854", "P_bg855", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.attn2.to_v", "P_bg856", "P_bg857", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.ff.net.0.proj", "P_bg858", "P_bg859", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.ff.net.2", "P_bg860", "P_bg861", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.norm1", "P_bg862"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.norm2", "P_bg862"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.8.norm3", "P_bg862"),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn1.to_k", "P_bg863", "P_bg864", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn1.to_out.0", "P_bg863", "P_bg864", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn1.to_q", "P_bg863", "P_bg864", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn1.to_v", "P_bg863", "P_bg864", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn2.to_k", "P_bg865", "P_bg866", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn2.to_out.0", "P_bg867", "P_bg868", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn2.to_q", "P_bg869", "P_bg870", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.attn2.to_v", "P_bg871", "P_bg872", bias=False),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.ff.net.0.proj", "P_bg873", "P_bg874", bias=True),
+            **dense("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.ff.net.2", "P_bg875", "P_bg876", bias=True),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.norm1", "P_bg877"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.norm2", "P_bg877"),
+            **norm("model.diffusion_model.output_blocks.1.1.transformer_blocks.9.norm3", "P_bg877"),
+            **easyblock("model.diffusion_model.output_blocks.2.0", "P_bg878", "P_bg879"),
+            **conv("model.diffusion_model.output_blocks.2.0.skip_connection", "P_bg880", "P_bg881"),
+            **norm("model.diffusion_model.output_blocks.2.1.norm", "P_bg882"),
+            **conv("model.diffusion_model.output_blocks.2.1.proj_in", "P_bg882", "P_bg883"),
+            **conv("model.diffusion_model.output_blocks.2.1.proj_out", "P_bg884", "P_bg885"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn1.to_k", "P_bg886", "P_bg887", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn1.to_out.0", "P_bg886", "P_bg887", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn1.to_q", "P_bg886", "P_bg887", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn1.to_v", "P_bg886", "P_bg887", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn2.to_k", "P_bg888", "P_bg889", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn2.to_out.0", "P_bg890", "P_bg891", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn2.to_q", "P_bg892", "P_bg893", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.attn2.to_v", "P_bg894", "P_bg895", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.ff.net.0.proj", "P_bg896", "P_bg897", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.ff.net.2", "P_bg898", "P_bg899", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.norm1", "P_bg900"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.norm2", "P_bg900"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.0.norm3", "P_bg900"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn1.to_k", "P_bg901", "P_bg902", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn1.to_out.0", "P_bg901", "P_bg902", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn1.to_q", "P_bg901", "P_bg902", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn1.to_v", "P_bg901", "P_bg902", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn2.to_k", "P_bg903", "P_bg904", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn2.to_out.0", "P_bg905", "P_bg906", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn2.to_q", "P_bg907", "P_bg908", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.attn2.to_v", "P_bg909", "P_bg910", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.ff.net.0.proj", "P_bg911", "P_bg912", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.ff.net.2", "P_bg913", "P_bg914", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.norm1", "P_bg915"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.norm2", "P_bg915"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.1.norm3", "P_bg915"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn1.to_k", "P_bg916", "P_bg917", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn1.to_out.0", "P_bg916", "P_bg917", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn1.to_q", "P_bg916", "P_bg917", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn1.to_v", "P_bg916", "P_bg917", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn2.to_k", "P_bg918", "P_bg919", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn2.to_out.0", "P_bg920", "P_bg921", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn2.to_q", "P_bg922", "P_bg923", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.attn2.to_v", "P_bg924", "P_bg925", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.ff.net.0.proj", "P_bg926", "P_bg927", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.ff.net.2", "P_bg928", "P_bg929", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.norm1", "P_bg930"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.norm2", "P_bg930"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.2.norm3", "P_bg930"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn1.to_k", "P_bg931", "P_bg932", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn1.to_out.0", "P_bg931", "P_bg932", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn1.to_q", "P_bg931", "P_bg932", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn1.to_v", "P_bg931", "P_bg932", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn2.to_k", "P_bg933", "P_bg934", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn2.to_out.0", "P_bg935", "P_bg936", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn2.to_q", "P_bg937", "P_bg938", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.attn2.to_v", "P_bg939", "P_bg940", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.ff.net.0.proj", "P_bg941", "P_bg942", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.ff.net.2", "P_bg943", "P_bg944", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.norm1", "P_bg945"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.norm2", "P_bg945"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.3.norm3", "P_bg945"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn1.to_k", "P_bg946", "P_bg947", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn1.to_out.0", "P_bg946", "P_bg947", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn1.to_q", "P_bg946", "P_bg947", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn1.to_v", "P_bg946", "P_bg947", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn2.to_k", "P_bg948", "P_bg949", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn2.to_out.0", "P_bg950", "P_bg951", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn2.to_q", "P_bg952", "P_bg953", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.attn2.to_v", "P_bg954", "P_bg955", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.ff.net.0.proj", "P_bg956", "P_bg957", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.ff.net.2", "P_bg958", "P_bg959", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.norm1", "P_bg960"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.norm2", "P_bg960"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.4.norm3", "P_bg960"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn1.to_k", "P_bg961", "P_bg962", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn1.to_out.0", "P_bg961", "P_bg962", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn1.to_q", "P_bg961", "P_bg962", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn1.to_v", "P_bg961", "P_bg962", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn2.to_k", "P_bg963", "P_bg964", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn2.to_out.0", "P_bg965", "P_bg966", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn2.to_q", "P_bg967", "P_bg968", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.attn2.to_v", "P_bg969", "P_bg970", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.ff.net.0.proj", "P_bg971", "P_bg972", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.ff.net.2", "P_bg973", "P_bg974", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.norm1", "P_bg975"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.norm2", "P_bg975"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.5.norm3", "P_bg975"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn1.to_k", "P_bg976", "P_bg977", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn1.to_out.0", "P_bg976", "P_bg977", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn1.to_q", "P_bg976", "P_bg977", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn1.to_v", "P_bg976", "P_bg977", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn2.to_k", "P_bg978", "P_bg979", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn2.to_out.0", "P_bg980", "P_bg981", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn2.to_q", "P_bg982", "P_bg983", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.attn2.to_v", "P_bg984", "P_bg985", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.ff.net.0.proj", "P_bg986", "P_bg987", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.ff.net.2", "P_bg988", "P_bg989", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.norm1", "P_bg990"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.norm2", "P_bg990"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.6.norm3", "P_bg990"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn1.to_k", "P_bg991", "P_bg992", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn1.to_out.0", "P_bg991", "P_bg992", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn1.to_q", "P_bg991", "P_bg992", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn1.to_v", "P_bg991", "P_bg992", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn2.to_k", "P_bg993", "P_bg994", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn2.to_out.0", "P_bg995", "P_bg996", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn2.to_q", "P_bg997", "P_bg998", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.attn2.to_v", "P_bg999", "P_bg1000", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.ff.net.0.proj", "P_bg1001", "P_bg1002", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.ff.net.2", "P_bg1003", "P_bg1004", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.norm1", "P_bg1005"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.norm2", "P_bg1005"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.7.norm3", "P_bg1005"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn1.to_k", "P_bg1006", "P_bg1007", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn1.to_out.0", "P_bg1006", "P_bg1007", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn1.to_q", "P_bg1006", "P_bg1007", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn1.to_v", "P_bg1006", "P_bg1007", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn2.to_k", "P_bg1008", "P_bg1009", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn2.to_out.0", "P_bg1010", "P_bg1011", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn2.to_q", "P_bg1012", "P_bg1013", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.attn2.to_v", "P_bg1014", "P_bg1015", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.ff.net.0.proj", "P_bg1016", "P_bg1017", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.ff.net.2", "P_bg1018", "P_bg1019", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.norm1", "P_bg1020"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.norm2", "P_bg1020"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.8.norm3", "P_bg1020"),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn1.to_k", "P_bg1021", "P_bg1022", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn1.to_out.0", "P_bg1021", "P_bg1022", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn1.to_q", "P_bg1021", "P_bg1022", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn1.to_v", "P_bg1021", "P_bg1022", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn2.to_k", "P_bg1023", "P_bg1024", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn2.to_out.0", "P_bg1025", "P_bg1026", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn2.to_q", "P_bg1027", "P_bg1028", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.attn2.to_v", "P_bg1029", "P_bg1030", bias=False),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.ff.net.0.proj", "P_bg1031", "P_bg1032", bias=True),
+            **dense("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.ff.net.2", "P_bg1033", "P_bg1034", bias=True),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.norm1", "P_bg1035"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.norm2", "P_bg1035"),
+            **norm("model.diffusion_model.output_blocks.2.1.transformer_blocks.9.norm3", "P_bg1035"),
+            **conv("model.diffusion_model.output_blocks.2.2.conv", "P_bg1036", "P_bg1037"),
+            **easyblock("model.diffusion_model.output_blocks.3.0", "P_bg1038", "P_bg1039"),
+            **conv("model.diffusion_model.output_blocks.3.0.skip_connection", "P_bg1040", "P_bg1041"),
+            **norm("model.diffusion_model.output_blocks.3.1.norm", "P_bg1042"),
+            **conv("model.diffusion_model.output_blocks.3.1.proj_in", "P_bg1042", "P_bg1043"),
+            **conv("model.diffusion_model.output_blocks.3.1.proj_out", "P_bg1044", "P_bg1045"),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_k", "P_bg1046", "P_bg1047", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_out.0", "P_bg1046", "P_bg1047", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_q", "P_bg1046", "P_bg1047", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_v", "P_bg1046", "P_bg1047", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_k", "P_bg1048", "P_bg1049", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_out.0", "P_bg1050", "P_bg1051", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_q", "P_bg1052", "P_bg1053", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_v", "P_bg1054", "P_bg1055", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.ff.net.0.proj", "P_bg1056", "P_bg1057", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.ff.net.2", "P_bg1058", "P_bg1059", bias=True),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm1", "P_bg1060"),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm2", "P_bg1060"),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm3", "P_bg1060"),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn1.to_k", "P_bg1061", "P_bg1062", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn1.to_out.0", "P_bg1061", "P_bg1062", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn1.to_q", "P_bg1061", "P_bg1062", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn1.to_v", "P_bg1061", "P_bg1062", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn2.to_k", "P_bg1063", "P_bg1064", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn2.to_out.0", "P_bg1065", "P_bg1066", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn2.to_q", "P_bg1067", "P_bg1068", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.attn2.to_v", "P_bg1069", "P_bg1070", bias=False),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.ff.net.0.proj", "P_bg1071", "P_bg1072", bias=True),
+            **dense("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.ff.net.2", "P_bg1073", "P_bg1074", bias=True),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.norm1", "P_bg1075"),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.norm2", "P_bg1075"),
+            **norm("model.diffusion_model.output_blocks.3.1.transformer_blocks.1.norm3", "P_bg1075"),
+            **easyblock("model.diffusion_model.output_blocks.4.0", "P_bg1076", "P_bg1077"),
+            **conv("model.diffusion_model.output_blocks.4.0.skip_connection", "P_bg1078", "P_bg1079"),
+            **norm("model.diffusion_model.output_blocks.4.1.norm", "P_bg1080"),
+            **conv("model.diffusion_model.output_blocks.4.1.proj_in", "P_bg1080", "P_bg1081"),
+            **conv("model.diffusion_model.output_blocks.4.1.proj_out", "P_bg1082", "P_bg1083"),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_k", "P_bg1084", "P_bg1085", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_out.0", "P_bg1084", "P_bg1085", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_q", "P_bg1084", "P_bg1085", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_v", "P_bg1084", "P_bg1085", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_k", "P_bg1086", "P_bg1087", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_out.0", "P_bg1088", "P_bg1089", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_q", "P_bg1090", "P_bg1091", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_v", "P_bg1092", "P_bg1093", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.ff.net.0.proj", "P_bg1094", "P_bg1095", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.ff.net.2", "P_bg1096", "P_bg1097", bias=True),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm1", "P_bg1098"),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm2", "P_bg1098"),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm3", "P_bg1098"),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn1.to_k", "P_bg1099", "P_bg1100", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn1.to_out.0", "P_bg1099", "P_bg1100", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn1.to_q", "P_bg1099", "P_bg1100", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn1.to_v", "P_bg1099", "P_bg1100", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn2.to_k", "P_bg1101", "P_bg1102", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn2.to_out.0", "P_bg1103", "P_bg1104", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn2.to_q", "P_bg1105", "P_bg1106", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.attn2.to_v", "P_bg1107", "P_bg1108", bias=False),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.ff.net.0.proj", "P_bg1109", "P_bg1110", bias=True),
+            **dense("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.ff.net.2", "P_bg1111", "P_bg1112", bias=True),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.norm1", "P_bg1113"),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.norm2", "P_bg1113"),
+            **norm("model.diffusion_model.output_blocks.4.1.transformer_blocks.1.norm3", "P_bg1113"),
+            **easyblock("model.diffusion_model.output_blocks.5.0", "P_bg1114", "P_bg1115"),
+            **conv("model.diffusion_model.output_blocks.5.0.skip_connection", "P_bg1116", "P_bg1117"),
+            **norm("model.diffusion_model.output_blocks.5.1.norm", "P_bg1118"),
+            **conv("model.diffusion_model.output_blocks.5.1.proj_in", "P_bg1118", "P_bg1119"),
+            **conv("model.diffusion_model.output_blocks.5.1.proj_out", "P_bg1120", "P_bg1121"),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_k", "P_bg1122", "P_bg1123", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_out.0", "P_bg1122", "P_bg1123", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_q", "P_bg1122", "P_bg1123", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_v", "P_bg1122", "P_bg1123", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_k", "P_bg1124", "P_bg1125", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_out.0", "P_bg1126", "P_bg1127", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_q", "P_bg1128", "P_bg1129", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_v", "P_bg1130", "P_bg1131", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.ff.net.0.proj", "P_bg1132", "P_bg1133", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.ff.net.2", "P_bg1134", "P_bg1135", bias=True),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm1", "P_bg1136"),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm2", "P_bg1136"),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm3", "P_bg1136"),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn1.to_k", "P_bg1137", "P_bg1138", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn1.to_out.0", "P_bg1137", "P_bg1138", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn1.to_q", "P_bg1137", "P_bg1138", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn1.to_v", "P_bg1137", "P_bg1138", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn2.to_k", "P_bg1139", "P_bg1140", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn2.to_out.0", "P_bg1141", "P_bg1142", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn2.to_q", "P_bg1143", "P_bg1144", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.attn2.to_v", "P_bg1145", "P_bg1146", bias=False),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.ff.net.0.proj", "P_bg1147", "P_bg1148", bias=True),
+            **dense("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.ff.net.2", "P_bg1149", "P_bg1150", bias=True),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.norm1", "P_bg1151"),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.norm2", "P_bg1151"),
+            **norm("model.diffusion_model.output_blocks.5.1.transformer_blocks.1.norm3", "P_bg1151"),
+            **conv("model.diffusion_model.output_blocks.5.2.conv", "P_bg1152", "P_bg1153"),
+            **easyblock("model.diffusion_model.output_blocks.6.0", "P_bg1154", "P_bg1155"),
+            **conv("model.diffusion_model.output_blocks.6.0.skip_connection", "P_bg1156", "P_bg1157"),
+            **easyblock("model.diffusion_model.output_blocks.7.0", "P_bg1158", "P_bg1159"),
+            **conv("model.diffusion_model.output_blocks.7.0.skip_connection", "P_bg1160", "P_bg1161"),
+            **easyblock("model.diffusion_model.output_blocks.8.0", "P_bg1162", "P_bg1163"),
+            **conv("model.diffusion_model.output_blocks.8.0.skip_connection", "P_bg1164", "P_bg1165"),
+            **dense("model.diffusion_model.time_embed.0", "P_bg1166", "P_bg1167", bias=True),
+            **dense("model.diffusion_model.time_embed.2", "P_bg1168", "P_bg1169", bias=True),
+            # Text Encoder 1
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.position_embedding", "P_bg1170", "P_bg1171", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.token_embedding", "P_bg1172", "P_bg1173", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc1", "P_bg1176", "P_bg1177", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc2", "P_bg1178", "P_bg1179", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.k_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.out_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.q_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.v_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc1", "P_bg1184", "P_bg1185", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc2", "P_bg1186", "P_bg1187", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.k_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.out_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.q_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.v_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc1", "P_bg1192", "P_bg1193", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc2", "P_bg1194", "P_bg1195", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.k_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.out_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.q_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.v_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc1", "P_bg1200", "P_bg1201", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc2", "P_bg1202", "P_bg1203", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.k_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.out_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.q_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.v_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc1", "P_bg1208", "P_bg1209", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc2", "P_bg1210", "P_bg1211", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.k_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.out_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.q_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.v_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc1", "P_bg1216", "P_bg1217", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc2", "P_bg1218", "P_bg1219", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.k_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.out_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.q_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.v_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc1", "P_bg1224", "P_bg1225", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc2", "P_bg1226", "P_bg1227", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.k_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.out_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.q_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.v_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc1", "P_bg1232", "P_bg1233", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc2", "P_bg1234", "P_bg1235", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.k_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.out_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.q_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.v_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc1", "P_bg1240", "P_bg1241", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc2", "P_bg1242", "P_bg1243", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.k_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.out_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.q_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.v_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc1", "P_bg1248", "P_bg1249", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc2", "P_bg1250", "P_bg1251", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.k_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.out_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.q_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.v_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc1", "P_bg1256", "P_bg1257", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc2", "P_bg1258", "P_bg1259", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.k_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.out_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.q_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.v_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc1", "P_bg1264", "P_bg1265", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc2", "P_bg1266", "P_bg1267", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.k_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.out_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.q_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.v_proj", "P_bg1268", "P_bg1269", bias=False),
+            # Text Encoder 2
+            **dense("conditioner.embedders.1.model.token_embedding", "P_bg1272", "P_bg1273", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.in_proj_weight", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.out_proj", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_fc", "P_bg1278", "P_bg1279", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.in_proj_weight", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.out_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_fc", "P_bg1284", "P_bg1285", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.in_proj_weight", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.out_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_fc", "P_bg1290", "P_bg1291", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.in_proj_weight", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.out_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_fc", "P_bg1296", "P_bg1297", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.in_proj_weight", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.out_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_fc", "P_bg1302", "P_bg1303", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.in_proj_weight", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.out_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_fc", "P_bg1308", "P_bg1309", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.in_proj_weight", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.out_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_fc", "P_bg1314", "P_bg1315", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.in_proj_weight", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.out_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_fc", "P_bg1320", "P_bg1321", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.in_proj_weight", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.out_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_fc", "P_bg1326", "P_bg1327", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.in_proj_weight", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.out_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_fc", "P_bg1332", "P_bg1333", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.in_proj_weight", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.out_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_fc", "P_bg1338", "P_bg1339", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.in_proj_weight", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.out_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_fc", "P_bg1344", "P_bg1345", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.in_proj_weight", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.out_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_fc", "P_bg1350", "P_bg1351", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.in_proj_weight", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.out_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_fc", "P_bg1356", "P_bg1357", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.in_proj_weight", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.out_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_fc", "P_bg1362", "P_bg1363", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.in_proj_weight", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.out_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_fc", "P_bg1368", "P_bg1369", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.in_proj_weight", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.out_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_fc", "P_bg1374", "P_bg1375", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.in_proj_weight", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.out_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_fc", "P_bg1380", "P_bg1381", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.in_proj_weight", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.out_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_fc", "P_bg1386", "P_bg1387", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.in_proj_weight", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.out_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_fc", "P_bg1392", "P_bg1393", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.in_proj_weight", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.out_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_fc", "P_bg1398", "P_bg1399", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.in_proj_weight", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.out_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_fc", "P_bg1404", "P_bg1405", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.in_proj_weight", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.out_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_fc", "P_bg1410", "P_bg1411", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.in_proj_weight", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.out_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_fc", "P_bg1416", "P_bg1417", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.in_proj_weight", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.out_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_fc", "P_bg1422", "P_bg1423", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.in_proj_weight", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.out_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_fc", "P_bg1428", "P_bg1429", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.in_proj_weight", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.out_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_fc", "P_bg1434", "P_bg1435", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.in_proj_weight", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.out_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_fc", "P_bg1440", "P_bg1441", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.in_proj_weight", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.out_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_fc", "P_bg1446", "P_bg1447", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.in_proj_weight", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.out_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_fc", "P_bg1452", "P_bg1453", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.in_proj_weight", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.out_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_fc", "P_bg1458", "P_bg1459", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.in_proj_weight", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.out_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_fc", "P_bg1464", "P_bg1465", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_proj", "P_bg1466", "P_bg1467", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.position_embedding", "P_bg1170", "P_bg1171", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.token_embedding", "P_bg1172", "P_bg1173", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc1", "P_bg1176", "P_bg1177", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc2", "P_bg1178", "P_bg1179", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.k_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.out_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.q_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.v_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc1", "P_bg1184", "P_bg1185", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc2", "P_bg1186", "P_bg1187", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.k_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.out_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.q_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.v_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc1", "P_bg1192", "P_bg1193", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc2", "P_bg1194", "P_bg1195", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.k_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.out_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.q_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.v_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc1", "P_bg1200", "P_bg1201", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc2", "P_bg1202", "P_bg1203", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.k_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.out_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.q_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.v_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc1", "P_bg1208", "P_bg1209", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc2", "P_bg1210", "P_bg1211", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.k_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.out_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.q_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.v_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc1", "P_bg1216", "P_bg1217", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc2", "P_bg1218", "P_bg1219", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.k_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.out_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.q_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.v_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc1", "P_bg1224", "P_bg1225", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc2", "P_bg1226", "P_bg1227", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.k_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.out_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.q_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.v_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc1", "P_bg1232", "P_bg1233", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc2", "P_bg1234", "P_bg1235", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.k_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.out_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.q_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.v_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc1", "P_bg1240", "P_bg1241", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc2", "P_bg1242", "P_bg1243", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.k_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.out_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.q_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.v_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc1", "P_bg1248", "P_bg1249", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc2", "P_bg1250", "P_bg1251", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.k_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.out_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.q_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.v_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc1", "P_bg1256", "P_bg1257", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc2", "P_bg1258", "P_bg1259", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.k_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.out_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.q_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.v_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc1", "P_bg1264", "P_bg1265", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc2", "P_bg1266", "P_bg1267", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.k_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.out_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.q_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.v_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.1.model.token_embedding", "P_bg1272", "P_bg1273", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.in_proj_weight", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.out_proj", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_fc", "P_bg1278", "P_bg1279", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.in_proj_weight", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.out_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_fc", "P_bg1284", "P_bg1285", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.in_proj_weight", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.out_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_fc", "P_bg1290", "P_bg1291", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.in_proj_weight", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.out_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_fc", "P_bg1296", "P_bg1297", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.in_proj_weight", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.out_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_fc", "P_bg1302", "P_bg1303", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.in_proj_weight", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.out_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_fc", "P_bg1308", "P_bg1309", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.in_proj_weight", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.out_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_fc", "P_bg1314", "P_bg1315", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.in_proj_weight", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.out_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_fc", "P_bg1320", "P_bg1321", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.in_proj_weight", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.out_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_fc", "P_bg1326", "P_bg1327", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.in_proj_weight", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.out_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_fc", "P_bg1332", "P_bg1333", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.in_proj_weight", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.out_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_fc", "P_bg1338", "P_bg1339", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.in_proj_weight", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.out_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_fc", "P_bg1344", "P_bg1345", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.in_proj_weight", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.out_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_fc", "P_bg1350", "P_bg1351", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.in_proj_weight", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.out_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_fc", "P_bg1356", "P_bg1357", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.in_proj_weight", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.out_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_fc", "P_bg1362", "P_bg1363", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.in_proj_weight", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.out_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_fc", "P_bg1368", "P_bg1369", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.in_proj_weight", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.out_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_fc", "P_bg1374", "P_bg1375", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.in_proj_weight", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.out_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_fc", "P_bg1380", "P_bg1381", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.in_proj_weight", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.out_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_fc", "P_bg1386", "P_bg1387", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.in_proj_weight", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.out_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_fc", "P_bg1392", "P_bg1393", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.in_proj_weight", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.out_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_fc", "P_bg1398", "P_bg1399", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.in_proj_weight", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.out_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_fc", "P_bg1404", "P_bg1405", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.in_proj_weight", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.out_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_fc", "P_bg1410", "P_bg1411", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.in_proj_weight", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.out_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_fc", "P_bg1416", "P_bg1417", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.in_proj_weight", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.out_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_fc", "P_bg1422", "P_bg1423", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.in_proj_weight", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.out_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_fc", "P_bg1428", "P_bg1429", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.in_proj_weight", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.out_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_fc", "P_bg1434", "P_bg1435", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.in_proj_weight", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.out_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_fc", "P_bg1440", "P_bg1441", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.in_proj_weight", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.out_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_fc", "P_bg1446", "P_bg1447", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.in_proj_weight", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.out_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_fc", "P_bg1452", "P_bg1453", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.in_proj_weight", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.out_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_fc", "P_bg1458", "P_bg1459", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.in_proj_weight", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.out_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_fc", "P_bg1464", "P_bg1465", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_proj", "P_bg1466", "P_bg1467", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.position_embedding", "P_bg1170", "P_bg1171", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.token_embedding", "P_bg1172", "P_bg1173", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc1", "P_bg1176", "P_bg1177", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc2", "P_bg1178", "P_bg1179", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.k_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.out_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.q_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.v_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc1", "P_bg1184", "P_bg1185", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc2", "P_bg1186", "P_bg1187", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.k_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.out_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.q_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.v_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc1", "P_bg1192", "P_bg1193", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc2", "P_bg1194", "P_bg1195", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.k_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.out_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.q_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.v_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc1", "P_bg1200", "P_bg1201", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc2", "P_bg1202", "P_bg1203", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.k_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.out_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.q_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.v_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc1", "P_bg1208", "P_bg1209", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc2", "P_bg1210", "P_bg1211", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.k_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.out_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.q_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.v_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc1", "P_bg1216", "P_bg1217", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc2", "P_bg1218", "P_bg1219", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.k_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.out_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.q_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.v_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc1", "P_bg1224", "P_bg1225", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc2", "P_bg1226", "P_bg1227", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.k_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.out_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.q_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.v_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc1", "P_bg1232", "P_bg1233", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc2", "P_bg1234", "P_bg1235", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.k_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.out_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.q_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.v_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc1", "P_bg1240", "P_bg1241", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc2", "P_bg1242", "P_bg1243", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.k_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.out_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.q_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.v_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc1", "P_bg1248", "P_bg1249", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc2", "P_bg1250", "P_bg1251", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.k_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.out_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.q_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.v_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc1", "P_bg1256", "P_bg1257", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc2", "P_bg1258", "P_bg1259", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.k_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.out_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.q_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.v_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc1", "P_bg1264", "P_bg1265", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc2", "P_bg1266", "P_bg1267", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.k_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.out_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.q_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.v_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.1.model.token_embedding", "P_bg1272", "P_bg1273", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.in_proj_weight", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.out_proj", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_fc", "P_bg1278", "P_bg1279", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.in_proj_weight", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.out_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_fc", "P_bg1284", "P_bg1285", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.in_proj_weight", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.out_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_fc", "P_bg1290", "P_bg1291", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.in_proj_weight", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.out_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_fc", "P_bg1296", "P_bg1297", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.in_proj_weight", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.out_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_fc", "P_bg1302", "P_bg1303", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.in_proj_weight", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.out_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_fc", "P_bg1308", "P_bg1309", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.in_proj_weight", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.out_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_fc", "P_bg1314", "P_bg1315", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.in_proj_weight", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.out_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_fc", "P_bg1320", "P_bg1321", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.in_proj_weight", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.out_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_fc", "P_bg1326", "P_bg1327", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.in_proj_weight", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.out_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_fc", "P_bg1332", "P_bg1333", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.in_proj_weight", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.out_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_fc", "P_bg1338", "P_bg1339", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.in_proj_weight", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.out_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_fc", "P_bg1344", "P_bg1345", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.in_proj_weight", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.out_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_fc", "P_bg1350", "P_bg1351", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.in_proj_weight", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.out_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_fc", "P_bg1356", "P_bg1357", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.in_proj_weight", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.out_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_fc", "P_bg1362", "P_bg1363", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.in_proj_weight", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.out_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_fc", "P_bg1368", "P_bg1369", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.in_proj_weight", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.out_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_fc", "P_bg1374", "P_bg1375", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.in_proj_weight", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.out_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_fc", "P_bg1380", "P_bg1381", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.in_proj_weight", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.out_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_fc", "P_bg1386", "P_bg1387", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.in_proj_weight", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.out_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_fc", "P_bg1392", "P_bg1393", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.in_proj_weight", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.out_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_fc", "P_bg1398", "P_bg1399", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.in_proj_weight", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.out_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_fc", "P_bg1404", "P_bg1405", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.in_proj_weight", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.out_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_fc", "P_bg1410", "P_bg1411", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.in_proj_weight", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.out_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_fc", "P_bg1416", "P_bg1417", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.in_proj_weight", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.out_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_fc", "P_bg1422", "P_bg1423", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.in_proj_weight", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.out_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_fc", "P_bg1428", "P_bg1429", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.in_proj_weight", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.out_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_fc", "P_bg1434", "P_bg1435", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.in_proj_weight", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.out_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_fc", "P_bg1440", "P_bg1441", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.in_proj_weight", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.out_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_fc", "P_bg1446", "P_bg1447", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.in_proj_weight", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.out_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_fc", "P_bg1452", "P_bg1453", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.in_proj_weight", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.out_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_fc", "P_bg1458", "P_bg1459", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.in_proj_weight", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.out_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_fc", "P_bg1464", "P_bg1465", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_proj", "P_bg1466", "P_bg1467", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.position_embedding", "P_bg1170", "P_bg1171", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.embeddings.token_embedding", "P_bg1172", "P_bg1173", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc1", "P_bg1176", "P_bg1177", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.mlp.fc2", "P_bg1178", "P_bg1179", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.k_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.out_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.q_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.0.self_attn.v_proj", "P_bg1180", "P_bg1181", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc1", "P_bg1184", "P_bg1185", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.mlp.fc2", "P_bg1186", "P_bg1187", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.k_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.out_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.q_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.1.self_attn.v_proj", "P_bg1188", "P_bg1189", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc1", "P_bg1192", "P_bg1193", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.mlp.fc2", "P_bg1194", "P_bg1195", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.k_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.out_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.q_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.10.self_attn.v_proj", "P_bg1196", "P_bg1197", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc1", "P_bg1200", "P_bg1201", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.mlp.fc2", "P_bg1202", "P_bg1203", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.k_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.out_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.q_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.11.self_attn.v_proj", "P_bg1204", "P_bg1205", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc1", "P_bg1208", "P_bg1209", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.mlp.fc2", "P_bg1210", "P_bg1211", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.k_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.out_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.q_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.2.self_attn.v_proj", "P_bg1212", "P_bg1213", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc1", "P_bg1216", "P_bg1217", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.mlp.fc2", "P_bg1218", "P_bg1219", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.k_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.out_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.q_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.3.self_attn.v_proj", "P_bg1220", "P_bg1221", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc1", "P_bg1224", "P_bg1225", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.mlp.fc2", "P_bg1226", "P_bg1227", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.k_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.out_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.q_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.4.self_attn.v_proj", "P_bg1228", "P_bg1229", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc1", "P_bg1232", "P_bg1233", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.mlp.fc2", "P_bg1234", "P_bg1235", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.k_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.out_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.q_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.5.self_attn.v_proj", "P_bg1236", "P_bg1237", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc1", "P_bg1240", "P_bg1241", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.mlp.fc2", "P_bg1242", "P_bg1243", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.k_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.out_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.q_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.6.self_attn.v_proj", "P_bg1244", "P_bg1245", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc1", "P_bg1248", "P_bg1249", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.mlp.fc2", "P_bg1250", "P_bg1251", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.k_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.out_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.q_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.7.self_attn.v_proj", "P_bg1252", "P_bg1253", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc1", "P_bg1256", "P_bg1257", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.mlp.fc2", "P_bg1258", "P_bg1259", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.k_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.out_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.q_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.8.self_attn.v_proj", "P_bg1260", "P_bg1261", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc1", "P_bg1264", "P_bg1265", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.mlp.fc2", "P_bg1266", "P_bg1267", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.k_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.out_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.q_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.0.transformer.text_model.encoder.layers.9.self_attn.v_proj", "P_bg1268", "P_bg1269", bias=False),
+            **dense("conditioner.embedders.1.model.token_embedding", "P_bg1272", "P_bg1273", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.in_proj_weight", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.attn.out_proj", "P_bg1274", "P_bg1275", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_fc", "P_bg1278", "P_bg1279", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.0.mlp.c_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.in_proj_weight", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.attn.out_proj", "P_bg1280", "P_bg1281", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_fc", "P_bg1284", "P_bg1285", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.1.mlp.c_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.in_proj_weight", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.attn.out_proj", "P_bg1286", "P_bg1287", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_fc", "P_bg1290", "P_bg1291", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.10.mlp.c_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.in_proj_weight", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.attn.out_proj", "P_bg1292", "P_bg1293", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_fc", "P_bg1296", "P_bg1297", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.11.mlp.c_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.in_proj_weight", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.attn.out_proj", "P_bg1298", "P_bg1299", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_fc", "P_bg1302", "P_bg1303", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.12.mlp.c_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.in_proj_weight", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.attn.out_proj", "P_bg1304", "P_bg1305", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_fc", "P_bg1308", "P_bg1309", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.13.mlp.c_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.in_proj_weight", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.attn.out_proj", "P_bg1310", "P_bg1311", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_fc", "P_bg1314", "P_bg1315", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.14.mlp.c_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.in_proj_weight", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.attn.out_proj", "P_bg1316", "P_bg1317", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_fc", "P_bg1320", "P_bg1321", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.15.mlp.c_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.in_proj_weight", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.attn.out_proj", "P_bg1322", "P_bg1323", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_fc", "P_bg1326", "P_bg1327", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.16.mlp.c_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.in_proj_weight", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.attn.out_proj", "P_bg1328", "P_bg1329", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_fc", "P_bg1332", "P_bg1333", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.17.mlp.c_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.in_proj_weight", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.attn.out_proj", "P_bg1334", "P_bg1335", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_fc", "P_bg1338", "P_bg1339", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.18.mlp.c_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.in_proj_weight", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.attn.out_proj", "P_bg1340", "P_bg1341", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_fc", "P_bg1344", "P_bg1345", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.19.mlp.c_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.in_proj_weight", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.attn.out_proj", "P_bg1346", "P_bg1347", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_fc", "P_bg1350", "P_bg1351", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.2.mlp.c_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.in_proj_weight", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.attn.out_proj", "P_bg1352", "P_bg1353", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_fc", "P_bg1356", "P_bg1357", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.20.mlp.c_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.in_proj_weight", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.attn.out_proj", "P_bg1358", "P_bg1359", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_fc", "P_bg1362", "P_bg1363", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.21.mlp.c_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.in_proj_weight", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.attn.out_proj", "P_bg1364", "P_bg1365", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_fc", "P_bg1368", "P_bg1369", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.22.mlp.c_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.in_proj_weight", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.attn.out_proj", "P_bg1370", "P_bg1371", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_fc", "P_bg1374", "P_bg1375", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.23.mlp.c_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.in_proj_weight", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.attn.out_proj", "P_bg1376", "P_bg1377", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_fc", "P_bg1380", "P_bg1381", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.24.mlp.c_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.in_proj_weight", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.attn.out_proj", "P_bg1382", "P_bg1383", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_fc", "P_bg1386", "P_bg1387", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.25.mlp.c_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.in_proj_weight", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.attn.out_proj", "P_bg1388", "P_bg1389", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_fc", "P_bg1392", "P_bg1393", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.26.mlp.c_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.in_proj_weight", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.attn.out_proj", "P_bg1394", "P_bg1395", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_fc", "P_bg1398", "P_bg1399", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.27.mlp.c_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.in_proj_weight", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.attn.out_proj", "P_bg1400", "P_bg1401", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_fc", "P_bg1404", "P_bg1405", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.28.mlp.c_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.in_proj_weight", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.attn.out_proj", "P_bg1406", "P_bg1407", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_fc", "P_bg1410", "P_bg1411", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.29.mlp.c_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.in_proj_weight", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.attn.out_proj", "P_bg1412", "P_bg1413", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_fc", "P_bg1416", "P_bg1417", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.3.mlp.c_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.in_proj_weight", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.attn.out_proj", "P_bg1418", "P_bg1419", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_fc", "P_bg1422", "P_bg1423", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.30.mlp.c_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.in_proj_weight", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.attn.out_proj", "P_bg1424", "P_bg1425", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_fc", "P_bg1428", "P_bg1429", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.31.mlp.c_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.in_proj_weight", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.attn.out_proj", "P_bg1430", "P_bg1431", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_fc", "P_bg1434", "P_bg1435", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.4.mlp.c_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.in_proj_weight", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.attn.out_proj", "P_bg1436", "P_bg1437", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_fc", "P_bg1440", "P_bg1441", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.5.mlp.c_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.in_proj_weight", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.attn.out_proj", "P_bg1442", "P_bg1443", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_fc", "P_bg1446", "P_bg1447", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.6.mlp.c_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.in_proj_weight", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.attn.out_proj", "P_bg1448", "P_bg1449", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_fc", "P_bg1452", "P_bg1453", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.7.mlp.c_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.in_proj_weight", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.attn.out_proj", "P_bg1454", "P_bg1455", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_fc", "P_bg1458", "P_bg1459", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.8.mlp.c_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.in_proj_weight", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.attn.out_proj", "P_bg1460", "P_bg1461", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_fc", "P_bg1464", "P_bg1465", bias=False),
+            **dense("conditioner.embedders.1.model.transformer.resblocks.9.mlp.c_proj", "P_bg1466", "P_bg1467", bias=False),
+
+        }
+    )
diff --git a/modules/merging/merge_rebasin.py b/modules/merging/merge_rebasin.py
index dd8d28b44..d5b6e4fdc 100644
--- a/modules/merging/merge_rebasin.py
+++ b/modules/merging/merge_rebasin.py
@@ -6,6 +6,7 @@ import torch
 from scipy.optimize import linear_sum_assignment
 from modules.shared import log
 
+
 SPECIAL_KEYS = [
     "first_stage_model.decoder.norm_out.weight",
     "first_stage_model.decoder.norm_out.bias",
@@ -30,2044 +31,6 @@ def permutation_spec_from_axes_to_perm(axes_to_perm: dict) -> PermutationSpec:
     return PermutationSpec(perm_to_axes=dict(perm_to_axes), axes_to_perm=axes_to_perm)
 
 
-def sdunet_permutation_spec() -> PermutationSpec:
-    conv = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
-        f"{name}.weight": (
-            p_out,
-            p_in,
-        ),
-        f"{name}.bias": (p_out,),
-    }
-    norm = lambda name, p: {f"{name}.weight": (p,), f"{name}.bias": (p,)}  # pylint: disable=unnecessary-lambda-assignment
-    dense = (
-        lambda name, p_in, p_out, bias=True: {  # pylint: disable=unnecessary-lambda-assignment
-            f"{name}.weight": (p_out, p_in),
-            f"{name}.bias": (p_out,),
-        }
-        if bias
-        else {f"{name}.weight": (p_out, p_in)}
-    )
-    skip = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
-        f"{name}": (
-            p_out,
-            p_in,
-            None,
-            None,
-        )
-    }
-
-    # Unet Res blocks
-    easyblock = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
-        **norm(f"{name}.in_layers.0", p_in),
-        **conv(f"{name}.in_layers.2", p_in, f"P_{name}_inner"),
-        **dense(
-            f"{name}.emb_layers.1", f"P_{name}_inner2", f"P_{name}_inner3", bias=True
-        ),
-        **norm(f"{name}.out_layers.0", f"P_{name}_inner4"),
-        **conv(f"{name}.out_layers.3", f"P_{name}_inner4", p_out),
-    }
-
-    # VAE blocks - Unused
-    easyblock2 = lambda name, p: {  # pylint: disable=unnecessary-lambda-assignment
-        **norm(f"{name}.norm1", p),
-        **conv(f"{name}.conv1", p, f"P_{name}_inner"),
-        **norm(f"{name}.norm2", f"P_{name}_inner"),
-        **conv(f"{name}.conv2", f"P_{name}_inner", p),
-    }
-
-    # This is for blocks that use a residual connection, but change the number of channels via a Conv.
-    shortcutblock = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
-        **norm(f"{name}.norm1", p_in),
-        **conv(f"{name}.conv1", p_in, f"P_{name}_inner"),
-        **norm(f"{name}.norm2", f"P_{name}_inner"),
-        **conv(f"{name}.conv2", f"P_{name}_inner", p_out),
-        **conv(f"{name}.nin_shortcut", p_in, p_out),
-        **norm(f"{name}.nin_shortcut", p_out),
-    }
-
-    return permutation_spec_from_axes_to_perm(
-        {
-            # Skipped Layers
-            **skip("betas", None, None),
-            **skip("alphas_cumprod", None, None),
-            **skip("alphas_cumprod_prev", None, None),
-            **skip("sqrt_alphas_cumprod", None, None),
-            **skip("sqrt_one_minus_alphas_cumprod", None, None),
-            **skip("log_one_minus_alphas_cumprods", None, None),
-            **skip("sqrt_recip_alphas_cumprod", None, None),
-            **skip("sqrt_recipm1_alphas_cumprod", None, None),
-            **skip("posterior_variance", None, None),
-            **skip("posterior_log_variance_clipped", None, None),
-            **skip("posterior_mean_coef1", None, None),
-            **skip("posterior_mean_coef2", None, None),
-            **skip("log_one_minus_alphas_cumprod", None, None),
-            **skip("model_ema.decay", None, None),
-            **skip("model_ema.num_updates", None, None),
-            # initial
-            **dense("model.diffusion_model.time_embed.0", None, "P_bg0", bias=True),
-            **dense("model.diffusion_model.time_embed.2", "P_bg0", "P_bg1", bias=True),
-            **conv("model.diffusion_model.input_blocks.0.0", "P_bg2", "P_bg3"),
-            # input blocks
-            **easyblock("model.diffusion_model.input_blocks.1.0", "P_bg4", "P_bg5"),
-            **norm("model.diffusion_model.input_blocks.1.1.norm", "P_bg6"),
-            **conv("model.diffusion_model.input_blocks.1.1.proj_in", "P_bg6", "P_bg7"),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_q",
-                "P_bg8",
-                "P_bg9",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_k",
-                "P_bg8",
-                "P_bg9",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_v",
-                "P_bg8",
-                "P_bg9",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg8",
-                "P_bg9",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg10",
-                "P_bg11",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.ff.net.2",
-                "P_bg12",
-                "P_bg13",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_q",
-                "P_bg14",
-                "P_bg15",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_k",
-                "P_bg16",
-                "P_bg17",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_v",
-                "P_bg16",
-                "P_bg17",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg18",
-                "P_bg19",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.norm1",
-                "P_bg19",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.norm2",
-                "P_bg19",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.1.1.transformer_blocks.0.norm3",
-                "P_bg19",
-            ),
-            **conv(
-                "model.diffusion_model.input_blocks.1.1.proj_out", "P_bg19", "P_bg20"
-            ),
-            **easyblock("model.diffusion_model.input_blocks.2.0", "P_bg21", "P_bg22"),
-            **norm("model.diffusion_model.input_blocks.2.1.norm", "P_bg23"),
-            **conv(
-                "model.diffusion_model.input_blocks.2.1.proj_in", "P_bg23", "P_bg24"
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_q",
-                "P_bg25",
-                "P_bg26",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_k",
-                "P_bg25",
-                "P_bg26",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_v",
-                "P_bg25",
-                "P_bg26",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg25",
-                "P_bg26",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg27",
-                "P_bg28",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.ff.net.2",
-                "P_bg29",
-                "P_bg30",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_q",
-                "P_bg31",
-                "P_bg32",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_k",
-                "P_bg33",
-                "P_bg34",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_v",
-                "P_bg33",
-                "P_bg34",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg35",
-                "P_bg36",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.norm1",
-                "P_bg36",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.norm2",
-                "P_bg36",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.2.1.transformer_blocks.0.norm3",
-                "P_bg36",
-            ),
-            **conv(
-                "model.diffusion_model.input_blocks.2.1.proj_out", "P_bg36", "P_bg37"
-            ),
-            **conv("model.diffusion_model.input_blocks.3.0.op", "P_bg38", "P_bg39"),
-            **easyblock("model.diffusion_model.input_blocks.4.0", "P_bg40", "P_bg41"),
-            **conv(
-                "model.diffusion_model.input_blocks.4.0.skip_connection",
-                "P_bg42",
-                "P_bg43",
-            ),
-            **norm("model.diffusion_model.input_blocks.4.1.norm", "P_bg44"),
-            **conv(
-                "model.diffusion_model.input_blocks.4.1.proj_in", "P_bg44", "P_bg45"
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_q",
-                "P_bg46",
-                "P_bg47",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_k",
-                "P_bg46",
-                "P_bg47",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_v",
-                "P_bg46",
-                "P_bg47",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg46",
-                "P_bg47",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg48",
-                "P_bg49",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.ff.net.2",
-                "P_bg50",
-                "P_bg51",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_q",
-                "P_bg52",
-                "P_bg53",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_k",
-                "P_bg54",
-                "P_bg55",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_v",
-                "P_bg54",
-                "P_bg55",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg56",
-                "P_bg57",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm1",
-                "P_bg57",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm2",
-                "P_bg57",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.4.1.transformer_blocks.0.norm3",
-                "P_bg57",
-            ),
-            **conv(
-                "model.diffusion_model.input_blocks.4.1.proj_out", "P_bg57", "P_bg58"
-            ),
-            **easyblock("model.diffusion_model.input_blocks.5.0", "P_bg59", "P_bg60"),
-            **norm("model.diffusion_model.input_blocks.5.1.norm", "P_bg61"),
-            **conv(
-                "model.diffusion_model.input_blocks.5.1.proj_in", "P_bg61", "P_bg62"
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_q",
-                "P_bg63",
-                "P_bg64",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_k",
-                "P_bg63",
-                "P_bg64",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_v",
-                "P_bg63",
-                "P_bg64",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg63",
-                "P_bg64",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg65",
-                "P_bg66",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.ff.net.2",
-                "P_bg67",
-                "P_bg68",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_q",
-                "P_bg69",
-                "P_bg70",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_k",
-                "P_bg71",
-                "P_bg72",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_v",
-                "P_bg71",
-                "P_bg72",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg73",
-                "P_bg74",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm1",
-                "P_bg74",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm2",
-                "P_bg74",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.5.1.transformer_blocks.0.norm3",
-                "P_bg74",
-            ),
-            **conv(
-                "model.diffusion_model.input_blocks.5.1.proj_out", "P_bg74", "P_bg75"
-            ),
-            **conv("model.diffusion_model.input_blocks.6.0.op", "P_bg76", "P_bg77"),
-            **easyblock("model.diffusion_model.input_blocks.7.0", "P_bg78", "P_bg79"),
-            **conv(
-                "model.diffusion_model.input_blocks.7.0.skip_connection",
-                "P_bg80",
-                "P_bg81",
-            ),
-            **norm("model.diffusion_model.input_blocks.7.1.norm", "P_bg82"),
-            **conv(
-                "model.diffusion_model.input_blocks.7.1.proj_in", "P_bg82", "P_bg83"
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_q",
-                "P_bg84",
-                "P_bg85",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_k",
-                "P_bg84",
-                "P_bg85",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_v",
-                "P_bg84",
-                "P_bg85",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg84",
-                "P_bg85",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg86",
-                "P_bg87",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.ff.net.2",
-                "P_bg88",
-                "P_bg89",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_q",
-                "P_bg90",
-                "P_bg91",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_k",
-                "P_bg92",
-                "P_bg93",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_v",
-                "P_bg92",
-                "P_bg93",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg94",
-                "P_bg95",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm1",
-                "P_bg95",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm2",
-                "P_bg95",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.7.1.transformer_blocks.0.norm3",
-                "P_bg95",
-            ),
-            **conv(
-                "model.diffusion_model.input_blocks.7.1.proj_out", "P_bg95", "P_bg96"
-            ),
-            **easyblock("model.diffusion_model.input_blocks.8.0", "P_bg97", "P_bg98"),
-            **norm("model.diffusion_model.input_blocks.8.1.norm", "P_bg99"),
-            **conv(
-                "model.diffusion_model.input_blocks.8.1.proj_in", "P_bg99", "P_bg100"
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_q",
-                "P_bg101",
-                "P_bg102",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_k",
-                "P_bg101",
-                "P_bg102",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_v",
-                "P_bg101",
-                "P_bg102",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg101",
-                "P_bg102",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg103",
-                "P_bg104",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.ff.net.2",
-                "P_bg105",
-                "P_bg106",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_q",
-                "P_bg107",
-                "P_bg108",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_k",
-                "P_bg109",
-                "P_bg110",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_v",
-                "P_bg109",
-                "P_bg110",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg111",
-                "P_bg112",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm1",
-                "P_bg112",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm2",
-                "P_bg112",
-            ),
-            **norm(
-                "model.diffusion_model.input_blocks.8.1.transformer_blocks.0.norm3",
-                "P_bg112",
-            ),
-            **conv(
-                "model.diffusion_model.input_blocks.8.1.proj_out", "P_bg112", "P_bg113"
-            ),
-            **conv("model.diffusion_model.input_blocks.9.0.op", "P_bg114", "P_bg115"),
-            **easyblock(
-                "model.diffusion_model.input_blocks.10.0", "P_bg115", "P_bg116"
-            ),
-            **easyblock(
-                "model.diffusion_model.input_blocks.11.0", "P_bg116", "P_bg117"
-            ),
-            # middle blocks
-            **easyblock("model.diffusion_model.middle_block.0", "P_bg117", "P_bg118"),
-            **norm("model.diffusion_model.middle_block.1.norm", "P_bg119"),
-            **conv(
-                "model.diffusion_model.middle_block.1.proj_in", "P_bg119", "P_bg120"
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_q",
-                "P_bg121",
-                "P_bg122",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_k",
-                "P_bg121",
-                "P_bg122",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_v",
-                "P_bg121",
-                "P_bg122",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg121",
-                "P_bg122",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg123",
-                "P_bg124",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.ff.net.2",
-                "P_bg125",
-                "P_bg126",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_q",
-                "P_bg127",
-                "P_bg128",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_k",
-                "P_bg129",
-                "P_bg130",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_v",
-                "P_bg129",
-                "P_bg130",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg131",
-                "P_bg132",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.norm1",
-                "P_bg132",
-            ),
-            **norm(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.norm2",
-                "P_bg132",
-            ),
-            **norm(
-                "model.diffusion_model.middle_block.1.transformer_blocks.0.norm3",
-                "P_bg132",
-            ),
-            **conv(
-                "model.diffusion_model.middle_block.1.proj_out", "P_bg132", "P_bg133"
-            ),
-            **easyblock("model.diffusion_model.middle_block.2", "P_bg134", "P_bg135"),
-            # output blocks
-            **easyblock(
-                "model.diffusion_model.output_blocks.0.0", "P_bg136", "P_bg137"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.0.0.skip_connection",
-                "P_bg138",
-                "P_bg139",
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.1.0", "P_bg140", "P_bg141"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.1.0.skip_connection",
-                "P_bg142",
-                "P_bg143",
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.2.0", "P_bg144", "P_bg145"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.2.0.skip_connection",
-                "P_bg146",
-                "P_bg147",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.2.1.conv", "P_bg148", "P_bg149"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.3.0", "P_bg150", "P_bg151"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.3.0.skip_connection",
-                "P_bg152",
-                "P_bg153",
-            ),
-            **norm("model.diffusion_model.output_blocks.3.1.norm", "P_bg154"),
-            **conv(
-                "model.diffusion_model.output_blocks.3.1.proj_in", "P_bg154", "P_bg155"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_q",
-                "P_bg156",
-                "P_bg157",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_k",
-                "P_bg156",
-                "P_bg157",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_v",
-                "P_bg156",
-                "P_bg157",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg156",
-                "P_bg157",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg158",
-                "P_bg159",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.ff.net.2",
-                "P_bg160",
-                "P_bg161",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_q",
-                "P_bg162",
-                "P_bg163",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_k",
-                "P_bg164",
-                "P_bg165",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_v",
-                "P_bg164",
-                "P_bg165",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg166",
-                "P_bg167",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm1",
-                "P_bg167",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm2",
-                "P_bg167",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.3.1.transformer_blocks.0.norm3",
-                "P_bg167",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.3.1.proj_out", "P_bg167", "P_bg168"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.4.0", "P_bg169", "P_bg170"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.4.0.skip_connection",
-                "P_bg171",
-                "P_bg172",
-            ),
-            **norm("model.diffusion_model.output_blocks.4.1.norm", "P_bg173"),
-            **conv(
-                "model.diffusion_model.output_blocks.4.1.proj_in", "P_bg173", "P_bg174"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_q",
-                "P_bg175",
-                "P_bg176",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_k",
-                "P_bg175",
-                "P_bg176",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_v",
-                "P_bg175",
-                "P_bg176",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg175",
-                "P_bg176",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg177",
-                "P_bg178",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.ff.net.2",
-                "P_bg179",
-                "P_bg180",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_q",
-                "P_bg181",
-                "P_bg182",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_k",
-                "P_bg183",
-                "P_bg184",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_v",
-                "P_bg183",
-                "P_bg184",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg185",
-                "P_bg186",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm1",
-                "P_bg186",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm2",
-                "P_bg186",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.4.1.transformer_blocks.0.norm3",
-                "P_bg186",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.4.1.proj_out", "P_bg186", "P_bg187"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.5.0", "P_bg188", "P_bg189"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.5.0.skip_connection",
-                "P_bg190",
-                "P_bg191",
-            ),
-            **norm("model.diffusion_model.output_blocks.5.1.norm", "P_bg192"),
-            **conv(
-                "model.diffusion_model.output_blocks.5.1.proj_in", "P_bg192", "P_bg193"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_q",
-                "P_bg194",
-                "P_bg195",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_k",
-                "P_bg194",
-                "P_bg195",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_v",
-                "P_bg194",
-                "P_bg195",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg194",
-                "P_bg195",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg196",
-                "P_bg197",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.ff.net.2",
-                "P_bg198",
-                "P_bg199",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_q",
-                "P_bg200",
-                "P_bg201",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_k",
-                "P_bg202",
-                "P_bg203",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_v",
-                "P_bg202",
-                "P_bg203",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg204",
-                "P_bg205",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm1",
-                "P_bg205",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm2",
-                "P_bg205",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.5.1.transformer_blocks.0.norm3",
-                "P_bg205",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.5.1.proj_out", "P_bg205", "P_bg206"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.5.2.conv", "P_bg206", "P_bg207"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.6.0", "P_bg208", "P_bg209"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.6.0.skip_connection",
-                "P_bg210",
-                "P_bg211",
-            ),
-            **norm("model.diffusion_model.output_blocks.6.1.norm", "P_bg212"),
-            **conv(
-                "model.diffusion_model.output_blocks.6.1.proj_in", "P_bg212", "P_bg213"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_q",
-                "P_bg214",
-                "P_bg215",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_k",
-                "P_bg214",
-                "P_bg215",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_v",
-                "P_bg214",
-                "P_bg215",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg214",
-                "P_bg215",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg216",
-                "P_bg217",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.ff.net.2",
-                "P_bg218",
-                "P_bg219",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_q",
-                "P_bg220",
-                "P_bg221",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_k",
-                "P_bg222",
-                "P_bg223",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_v",
-                "P_bg222",
-                "P_bg223",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg224",
-                "P_bg225",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.norm1",
-                "P_bg225",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.norm2",
-                "P_bg225",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.6.1.transformer_blocks.0.norm3",
-                "P_bg225",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.6.1.proj_out", "P_bg225", "P_bg226"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.7.0", "P_bg227", "P_bg228"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.7.0.skip_connection",
-                "P_bg229",
-                "P_bg230",
-            ),
-            **norm("model.diffusion_model.output_blocks.7.1.norm", "P_bg231"),
-            **conv(
-                "model.diffusion_model.output_blocks.7.1.proj_in", "P_bg231", "P_bg232"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_q",
-                "P_bg233",
-                "P_bg234",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_k",
-                "P_bg233",
-                "P_bg234",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_v",
-                "P_bg233",
-                "P_bg234",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg233",
-                "P_bg234",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg235",
-                "P_bg236",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.ff.net.2",
-                "P_bg237",
-                "P_bg238",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_q",
-                "P_bg239",
-                "P_bg240",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_k",
-                "P_bg241",
-                "P_bg242",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_v",
-                "P_bg241",
-                "P_bg242",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg243",
-                "P_bg244",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.norm1",
-                "P_bg244",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.norm2",
-                "P_bg244",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.7.1.transformer_blocks.0.norm3",
-                "P_bg244",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.7.1.proj_out", "P_bg244", "P_bg245"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.8.0", "P_bg246", "P_bg247"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.8.0.skip_connection",
-                "P_bg248",
-                "P_bg249",
-            ),
-            **norm("model.diffusion_model.output_blocks.8.1.norm", "P_bg250"),
-            **conv(
-                "model.diffusion_model.output_blocks.8.1.proj_in", "P_bg250", "P_bg251"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_q",
-                "P_bg252",
-                "P_bg253",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_k",
-                "P_bg252",
-                "P_bg253",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_v",
-                "P_bg252",
-                "P_bg253",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg252",
-                "P_bg253",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg254",
-                "P_bg255",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.ff.net.2",
-                "P_bg256",
-                "P_bg257",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_q",
-                "P_bg258",
-                "P_bg259",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_k",
-                "P_bg260",
-                "P_bg261",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_v",
-                "P_bg260",
-                "P_bg261",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg262",
-                "P_bg263",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.norm1",
-                "P_bg263",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.norm2",
-                "P_bg263",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.8.1.transformer_blocks.0.norm3",
-                "P_bg263",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.8.1.proj_out", "P_bg263", "P_bg264"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.8.2.conv", "P_bg265", "P_bg266"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.9.0", "P_bg267", "P_bg268"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.9.0.skip_connection",
-                "P_bg269",
-                "P_bg270",
-            ),
-            **norm("model.diffusion_model.output_blocks.9.1.norm", "P_bg271"),
-            **conv(
-                "model.diffusion_model.output_blocks.9.1.proj_in", "P_bg271", "P_bg272"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_q",
-                "P_bg273",
-                "P_bg274",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_k",
-                "P_bg273",
-                "P_bg274",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_v",
-                "P_bg273",
-                "P_bg274",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg273",
-                "P_bg274",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg275",
-                "P_bg276",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.ff.net.2",
-                "P_bg277",
-                "P_bg278",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_q",
-                "P_bg279",
-                "P_bg280",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_k",
-                "P_bg281",
-                "P_bg282",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_v",
-                "P_bg281",
-                "P_bg282",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg283",
-                "P_bg284",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.norm1",
-                "P_bg284",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.norm2",
-                "P_bg284",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.9.1.transformer_blocks.0.norm3",
-                "P_bg284",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.9.1.proj_out", "P_bg284", "P_bg285"
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.10.0", "P_bg286", "P_bg287"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.10.0.skip_connection",
-                "P_bg288",
-                "P_bg289",
-            ),
-            **norm("model.diffusion_model.output_blocks.10.1.norm", "P_bg290"),
-            **conv(
-                "model.diffusion_model.output_blocks.10.1.proj_in", "P_bg290", "P_bg291"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_q",
-                "P_bg292",
-                "P_bg293",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_k",
-                "P_bg292",
-                "P_bg293",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_v",
-                "P_bg292",
-                "P_bg293",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg292",
-                "P_bg293",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.ff.net.0.proj",
-                "P_b294",
-                "P_bg295",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.ff.net.2",
-                "P_bg296",
-                "P_bg297",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_q",
-                "P_bg298",
-                "P_bg299",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_k",
-                "P_bg300",
-                "P_bg301",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_v",
-                "P_bg300",
-                "P_bg301",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg302",
-                "P_bg303",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.norm1",
-                "P_bg303",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.norm2",
-                "P_bg303",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.10.1.transformer_blocks.0.norm3",
-                "P_bg303",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.10.1.proj_out",
-                "P_bg303",
-                "P_bg304",
-            ),
-            **easyblock(
-                "model.diffusion_model.output_blocks.11.0", "P_bg305", "P_bg306"
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.11.0.skip_connection",
-                "P_bg307",
-                "P_bg308",
-            ),
-            **norm("model.diffusion_model.output_blocks.11.1.norm", "P_bg309"),
-            **conv(
-                "model.diffusion_model.output_blocks.11.1.proj_in", "P_bg309", "P_bg310"
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_q",
-                "P_bg311",
-                "P_bg312",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_k",
-                "P_bg311",
-                "P_bg312",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_v",
-                "P_bg311",
-                "P_bg312",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn1.to_out.0",
-                "P_bg311",
-                "P_bg312",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.ff.net.0.proj",
-                "P_bg313",
-                "P_bg314",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.ff.net.2",
-                "P_bg315",
-                "P_bg316",
-                bias=True,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_q",
-                "P_bg317",
-                "P_bg318",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_k",
-                "P_bg319",
-                "P_bg320",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_v",
-                "P_bg319",
-                "P_bg320",
-                bias=False,
-            ),
-            **dense(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.attn2.to_out.0",
-                "P_bg321",
-                "P_bg322",
-                bias=True,
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.norm1",
-                "P_bg322",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.norm2",
-                "P_bg322",
-            ),
-            **norm(
-                "model.diffusion_model.output_blocks.11.1.transformer_blocks.0.norm3",
-                "P_bg322",
-            ),
-            **conv(
-                "model.diffusion_model.output_blocks.11.1.proj_out",
-                "P_bg322",
-                "P_bg323",
-            ),
-            **norm("model.diffusion_model.out.0", "P_bg324"),
-            **conv("model.diffusion_model.out.2", "P_bg325", "P_bg326"),
-            **skip(
-                "cond_stage_model.transformer.text_model.embeddings.position_ids",
-                None,
-                None,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.embeddings.token_embedding",
-                "P_bg365",
-                "P_bg366",
-                bias=False,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.embeddings.token_embedding",
-                None,
-                None,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.embeddings.position_embedding",
-                "P_bg367",
-                "P_bg368",
-                bias=False,
-            ),
-            # cond stage text encoder
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.k_proj",
-                "P_bg369",
-                "P_bg370",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.v_proj",
-                "P_bg369",
-                "P_bg370",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.q_proj",
-                "P_bg369",
-                "P_bg370",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.self_attn.out_proj",
-                "P_bg369",
-                "P_bg370",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.layer_norm1",
-                "P_bg370",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.mlp.fc1",
-                "P_bg370",
-                "P_bg371",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.mlp.fc2",
-                "P_bg371",
-                "P_bg372",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.0.layer_norm2",
-                "P_bg372",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.k_proj",
-                "P_bg372",
-                "P_bg373",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.v_proj",
-                "P_bg372",
-                "P_bg373",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.q_proj",
-                "P_bg372",
-                "P_bg373",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.self_attn.out_proj",
-                "P_bg372",
-                "P_bg373",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.layer_norm1",
-                "P_bg373",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.mlp.fc1",
-                "P_bg373",
-                "P_bg374",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.mlp.fc2",
-                "P_bg374",
-                "P_bg375",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.1.layer_norm2",
-                "P_bg375",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.k_proj",
-                "P_bg375",
-                "P_bg376",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.v_proj",
-                "P_bg375",
-                "P_bg376",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.q_proj",
-                "P_bg375",
-                "P_bg376",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.self_attn.out_proj",
-                "P_bg375",
-                "P_bg376",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.layer_norm1",
-                "P_bg376",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.mlp.fc1",
-                "P_bg376",
-                "P_bg377",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.mlp.fc2",
-                "P_bg377",
-                "P_bg378",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.2.layer_norm2",
-                "P_bg378",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.k_proj",
-                "P_bg378",
-                "P_bg379",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.v_proj",
-                "P_bg378",
-                "P_bg379",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.q_proj",
-                "P_bg378",
-                "P_bg379",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.self_attn.out_proj",
-                "P_bg378",
-                "P_bg379",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.layer_norm1",
-                "P_bg379",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.mlp.fc1",
-                "P_bg379",
-                "P_bg380",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.mlp.fc2",
-                "P_bg380",
-                "P_b381",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.3.layer_norm2",
-                "P_bg381",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.k_proj",
-                "P_bg381",
-                "P_bg382",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.v_proj",
-                "P_bg381",
-                "P_bg382",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.q_proj",
-                "P_bg381",
-                "P_bg382",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.self_attn.out_proj",
-                "P_bg381",
-                "P_bg382",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.layer_norm1",
-                "P_bg382",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.mlp.fc1",
-                "P_bg382",
-                "P_bg383",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.mlp.fc2",
-                "P_bg383",
-                "P_bg384",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.4.layer_norm2",
-                "P_bg384",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.k_proj",
-                "P_bg384",
-                "P_bg385",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.v_proj",
-                "P_bg384",
-                "P_bg385",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.q_proj",
-                "P_bg384",
-                "P_bg385",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.self_attn.out_proj",
-                "P_bg384",
-                "P_bg385",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.layer_norm1",
-                "P_bg385",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.mlp.fc1",
-                "P_bg385",
-                "P_bg386",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.mlp.fc2",
-                "P_bg386",
-                "P_bg387",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.5.layer_norm2",
-                "P_bg387",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.k_proj",
-                "P_bg387",
-                "P_bg388",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.v_proj",
-                "P_bg387",
-                "P_bg388",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.q_proj",
-                "P_bg387",
-                "P_bg388",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.self_attn.out_proj",
-                "P_bg387",
-                "P_bg388",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.layer_norm1",
-                "P_bg389",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.mlp.fc1",
-                "P_bg389",
-                "P_bg390",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.mlp.fc2",
-                "P_bg390",
-                "P_bg391",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.6.layer_norm2",
-                "P_bg391",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.k_proj",
-                "P_bg391",
-                "P_bg392",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.v_proj",
-                "P_bg391",
-                "P_bg392",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.q_proj",
-                "P_bg391",
-                "P_bg392",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.self_attn.out_proj",
-                "P_bg391",
-                "P_bg392",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.layer_norm1",
-                "P_bg392",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.mlp.fc1",
-                "P_bg392",
-                "P_bg393",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.mlp.fc2",
-                "P_bg393",
-                "P_bg394",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.7.layer_norm2",
-                "P_bg394",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.k_proj",
-                "P_bg394",
-                "P_bg395",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.v_proj",
-                "P_bg394",
-                "P_bg395",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.q_proj",
-                "P_bg394",
-                "P_bg395",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.self_attn.out_proj",
-                "P_bg394",
-                "P_bg395",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.layer_norm1",
-                "P_bg395",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.mlp.fc1",
-                "P_bg395",
-                "P_bg396",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.mlp.fc2",
-                "P_bg396",
-                "P_bg397",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.8.layer_norm2",
-                "P_bg397",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.k_proj",
-                "P_bg397",
-                "P_bg398",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.v_proj",
-                "P_bg397",
-                "P_bg398",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.q_proj",
-                "P_bg397",
-                "P_bg398",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.self_attn.out_proj",
-                "P_bg397",
-                "P_bg398",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.layer_norm1",
-                "P_bg398",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.mlp.fc1",
-                "P_bg398",
-                "P_bg399",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.mlp.fc2",
-                "P_bg400",
-                "P_bg401",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.9.layer_norm2",
-                "P_bg401",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.k_proj",
-                "P_bg401",
-                "P_bg402",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.v_proj",
-                "P_bg401",
-                "P_bg402",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.q_proj",
-                "P_bg401",
-                "P_bg402",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.self_attn.out_proj",
-                "P_bg401",
-                "P_bg402",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.layer_norm1",
-                "P_bg402",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.mlp.fc1",
-                "P_bg402",
-                "P_bg403",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.mlp.fc2",
-                "P_bg403",
-                "P_bg404",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.10.layer_norm2",
-                "P_bg404",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.k_proj",
-                "P_bg404",
-                "P_bg405",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.v_proj",
-                "P_bg404",
-                "P_bg405",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.q_proj",
-                "P_bg404",
-                "P_bg405",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.self_attn.out_proj",
-                "P_bg404",
-                "P_bg405",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.layer_norm1",
-                "P_bg405",
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.mlp.fc1",
-                "P_bg405",
-                "P_bg406",
-                bias=True,
-            ),
-            **dense(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.mlp.fc2",
-                "P_bg406",
-                "P_bg407",
-                bias=True,
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.encoder.layers.11.layer_norm2",
-                "P_bg407",
-            ),
-            **norm(
-                "cond_stage_model.transformer.text_model.final_layer_norm", "P_bg407"
-            ),
-        }
-    )
-
-
 def get_permuted_param(ps: PermutationSpec, perm, k: str, params, except_axis=None):
     """Get parameter `k` from `params`, with the permutations applied."""
     w = params[k]

From 49f8730814db72ddb811f75abe62541d3df6a838 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Mon, 27 Nov 2023 08:07:12 -0500
Subject: [PATCH 13/42] fix save text file for manually saved images

---
 CHANGELOG.md         | 33 ++++++++++++++++++---------------
 html/locale_en.json  |  2 +-
 modules/shared.py    |  2 +-
 modules/ui_common.py | 11 +++++++++++
 4 files changed, 31 insertions(+), 17 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 48f70e970..b90889aa1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,31 +1,34 @@
 # Change Log for SD.Next
 
-## Update for 2023-11-24
+## Update for 2023-11-26
 
 Note: Release pending `diffusers==0.24`
 
 - **Diffusers**
   - **IP adapter**
-    - Lightweight implementation of T2I adapters which can guide generation towards specific image style
-    - Supports most T2I models, not limited to SD
+    - Lightweight implementation of T2I adapters which can guide generation towards specific image style  
+    - Supports most T2I models, not limited to SD  
   - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
     - In *Advanced* params
-    - Allows control of *latent clamping*, *color centering* and *range maximimization*
-    - Supported by *XYZ grid*
+    - Allows control of *latent clamping*, *color centering* and *range maximimization*  
+    - Supported by *XYZ grid*  
   - **Kandinsky 3** support  
     - download using built-in model downloader or simply select from networks -> reference  
-    - this model is absolutely massive at 27.5GB at fp16, so be patient
+    - this model is absolutely massive at 27.5GB at fp16, so be patient  
     - model params count is at 11.9B (compared to SD-XL at 3.3B) and its trained on mixed resolutions from 256px to 1024px  
-    - use either model offload or sequential cpu offload to be able to use it
-  - better autodetection of *inpaint* and *instruct* pipelines
-  - support long seconary prompt for refiner
+    - use either model offload or sequential cpu offload to be able to use it  
+  - better autodetection of *inpaint* and *instruct* pipelines  
+  - support long seconary prompt for refiner  
+- **Model merge**
+  - add sd-xl rebasin support, thanks @AI-Casanova  
 - **General**
-  - log level defaults to info for console and debug for log file
-  - better prompt display in process tab
-  - increase maximum lora cache values
-  - fix controlnet compatibility issues in original backend
-  - fix python 3.9 compatibility issues
-  - fix img2img/inpaint paste params
+  - log level defaults to info for console and debug for log file  
+  - better prompt display in process tab  
+  - increase maximum lora cache values  
+  - fix controlnet compatibility issues in original backend  
+  - fix img2img/inpaint paste params  
+  - fix save text file for manually saved images  
+  - fix python 3.9 compatibility issues  
 
 ## Update for 2023-11-23
 
diff --git a/html/locale_en.json b/html/locale_en.json
index 45074cb63..a475df59e 100644
--- a/html/locale_en.json
+++ b/html/locale_en.json
@@ -445,7 +445,7 @@
   {"id":"","label":"File format for grids","localized":"","hint":""},
   {"id":"","label":"Add extended info (seed, prompt) to filename when saving grid","localized":"","hint":""},
   {"id":"","label":"Grid row count","localized":"","hint":"Use -1 for autodetect and 0 for it to be same as batch size"},
-  {"id":"","label":"Create text file next to every image with generation parameters","localized":"","hint":""},
+  {"id":"","label":"Create info file for each every image","localized":"","hint":""},
   {"id":"","label":"Create JSON log file for each saved image","localized":"","hint":"Save image information to a JSON file"},
   {"id":"","label":"Save copy of image before doing face restoration","localized":"","hint":""},
   {"id":"","label":"Save copy of image before applying hires","localized":"","hint":""},
diff --git a/modules/shared.py b/modules/shared.py
index 7c7304d0c..2ca3ce5c7 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -411,7 +411,7 @@ options_templates.update(options_section(('saving-images', "Image Options"), {
 
     "image_sep_metadata": OptionInfo("<h2>Metadata/Logging</h2>", "", gr.HTML),
     "image_metadata": OptionInfo(True, "Include metadata in saved images"),
-    "save_txt": OptionInfo(False, "Create text file next to every image with generation parameters"),
+    "save_txt": OptionInfo(False, "Create info file for each every image"),
     "save_log_fn": OptionInfo("", "Create JSON log file for each saved image", component_args=hide_dirs),
     "image_watermark_enabled": OptionInfo(False, "Include watermark in saved images"),
     "image_watermark": OptionInfo('', "Image watermark string"),
diff --git a/modules/ui_common.py b/modules/ui_common.py
index 0b9b6ddb1..69dcb2551 100644
--- a/modules/ui_common.py
+++ b/modules/ui_common.py
@@ -134,6 +134,17 @@ def save_files(js_data, images, html_info, index):
             shutil.copy(fullfn, destination)
             shared.log.info(f'Copying image: file="{fullfn}" folder="{destination}"')
             tgt_filename = os.path.join(destination, os.path.basename(fullfn))
+            if shared.opts.save_txt:
+                try:
+                    from PIL import Image
+                    image = Image.open(fullfn)
+                    info, _ = images.read_info_from_image(image)
+                    filename_txt = f"{os.path.splitext(tgt_filename)[0]}.txt"
+                    with open(filename_txt, "w", encoding="utf8") as file:
+                        file.write(f"{info}\n")
+                    shared.log.debug(f'Saving: text="{filename_txt}"')
+                except Exception as e:
+                    shared.log.warning(f'Image description save failed: {filename_txt} {e}')
             modules.script_callbacks.image_save_btn_callback(tgt_filename)
         else:
             image = image_from_url_text(filedata)

From 12411f2858800e6a0c96cbbb2e9266887c8839f2 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Mon, 27 Nov 2023 09:03:22 -0500
Subject: [PATCH 14/42] update hdr

---
 modules/processing.py            |  3 +-
 modules/processing_correction.py | 22 +++++++++------
 modules/processing_diffusers.py  |  6 ++++
 modules/txt2img.py               |  4 +--
 modules/ui.py                    | 48 +++++++++++++++++---------------
 scripts/xyz_grid.py              |  1 +
 wiki                             |  2 +-
 7 files changed, 52 insertions(+), 34 deletions(-)

diff --git a/modules/processing.py b/modules/processing.py
index 6e4485dfd..cbf41d853 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -121,7 +121,7 @@ class StableDiffusionProcessing:
     """
     The first set of paramaters: sd_models -> do_not_reload_embeddings represent the minimum required to create a StableDiffusionProcessing
     """
-    def __init__(self, sd_model=None, outpath_samples=None, outpath_grids=None, prompt: str = "", styles: List[str] = None, seed: int = -1, subseed: int = -1, subseed_strength: float = 0, seed_resize_from_h: int = -1, seed_resize_from_w: int = -1, seed_enable_extras: bool = True, sampler_name: str = None, latent_sampler: str = None, batch_size: int = 1, n_iter: int = 1, steps: int = 50, cfg_scale: float = 7.0, image_cfg_scale: float = None, clip_skip: int = 1, width: int = 512, height: int = 512, full_quality: bool = True, restore_faces: bool = False, tiling: bool = False, do_not_save_samples: bool = False, do_not_save_grid: bool = False, extra_generation_params: Dict[Any, Any] = None, overlay_images: Any = None, negative_prompt: str = None, eta: float = None, do_not_reload_embeddings: bool = False, denoising_strength: float = 0, diffusers_guidance_rescale: float = 0.7, hdr_clamp: bool = False, hdr_boundary: float = 4.0, hdr_threshold: float = 3.5, hdr_center: bool = False, hdr_channel_shift: float = 0.8, hdr_full_shift: float = 0.8, hdr_maximize: bool = False, hdr_max_boundry: float = 4.0, override_settings: Dict[str, Any] = None, override_settings_restore_afterwards: bool = True, sampler_index: int = None, script_args: list = None): # pylint: disable=unused-argument
+    def __init__(self, sd_model=None, outpath_samples=None, outpath_grids=None, prompt: str = "", styles: List[str] = None, seed: int = -1, subseed: int = -1, subseed_strength: float = 0, seed_resize_from_h: int = -1, seed_resize_from_w: int = -1, seed_enable_extras: bool = True, sampler_name: str = None, latent_sampler: str = None, batch_size: int = 1, n_iter: int = 1, steps: int = 50, cfg_scale: float = 7.0, image_cfg_scale: float = None, clip_skip: int = 1, width: int = 512, height: int = 512, full_quality: bool = True, restore_faces: bool = False, tiling: bool = False, do_not_save_samples: bool = False, do_not_save_grid: bool = False, extra_generation_params: Dict[Any, Any] = None, overlay_images: Any = None, negative_prompt: str = None, eta: float = None, do_not_reload_embeddings: bool = False, denoising_strength: float = 0, diffusers_guidance_rescale: float = 0.7, hdr_clamp: bool = False, hdr_boundary: float = 4.0, hdr_threshold: float = 3.5, hdr_center: bool = False, hdr_channel_shift: float = 0.8, hdr_full_shift: float = 0.8, hdr_maximize: bool = False, hdr_max_center: float = 0.6, hdr_max_boundry: float = 1.0, override_settings: Dict[str, Any] = None, override_settings_restore_afterwards: bool = True, sampler_index: int = None, script_args: list = None): # pylint: disable=unused-argument
 
         self.outpath_samples: str = outpath_samples
         self.outpath_grids: str = outpath_grids
@@ -211,6 +211,7 @@ class StableDiffusionProcessing:
         self.hdr_channel_shift = hdr_channel_shift
         self.hdr_full_shift = hdr_full_shift
         self.hdr_maximize = hdr_maximize
+        self.hdr_max_center = hdr_max_center
         self.hdr_max_boundry = hdr_max_boundry
 
 
diff --git a/modules/processing_correction.py b/modules/processing_correction.py
index 5ddecc885..c95526609 100644
--- a/modules/processing_correction.py
+++ b/modules/processing_correction.py
@@ -11,11 +11,12 @@ from modules import shared
 debug = shared.log.info if os.environ.get('SD_HDR_DEBUG', None) is not None else lambda *args, **kwargs: None
 
 
-def soft_clamp_tensor(input_tensor, threshold=3.5, boundary=4):
+def soft_clamp_tensor(input_tensor, threshold=0.8, boundary=4):
     # shrinking towards the mean; will also remove outliers
-    if max(abs(input_tensor.max()), abs(input_tensor.min())) < 4:
+    if max(abs(input_tensor.max()), abs(input_tensor.min())) < boundary or threshold == 0:
         return input_tensor
     channel_dim = 1
+    threshold *= boundary
     max_vals = input_tensor.max(channel_dim, keepdim=True)[0]
     max_replace = ((input_tensor - threshold) / (max_vals - threshold)) * (boundary - threshold) + threshold
     over_mask = input_tensor > threshold
@@ -23,21 +24,26 @@ def soft_clamp_tensor(input_tensor, threshold=3.5, boundary=4):
     min_replace = ((input_tensor + threshold) / (min_vals + threshold)) * (-boundary + threshold) - threshold
     under_mask = input_tensor < -threshold
     debug(f'HDE soft clamp: threshold={threshold} boundary={boundary}')
-    res = torch.where(over_mask, max_replace, torch.where(under_mask, min_replace, input_tensor))
-    return res
+    input_tensor = torch.where(over_mask, max_replace, torch.where(under_mask, min_replace, input_tensor))
+    return input_tensor
 
 
 def center_tensor(input_tensor, channel_shift=1.0, full_shift=1.0, channels=[0, 1, 2, 3]):
+    if channel_shift == 0 and full_shift == 0:
+        return input_tensor
     means = []
     for channel in channels:
         means.append(input_tensor[0, channel].mean())
         input_tensor[0, channel] -= means[-1] * channel_shift
     debug(f'HDR center: channel-shift{channel_shift} full-shift={full_shift} means={torch.stack(means)}')
-    res = input_tensor - input_tensor.mean() * full_shift
-    return res
+    input_tensor = input_tensor - input_tensor.mean() * full_shift
+    return input_tensor
 
 
-def maximize_tensor(input_tensor, boundary=4.0, channels=[0, 1, 2]):
+def maximize_tensor(input_tensor, boundary=1.0, channels=[0, 1, 2]):
+    if boundary == 1.0:
+        return input_tensor
+    boundary *= 4
     min_val = input_tensor.min()
     max_val = input_tensor.max()
     normalization_factor = boundary / max(abs(min_val), abs(max_val))
@@ -52,6 +58,6 @@ def correction_callback(p, timestep, kwags):
     if timestep > 700 and p.hdr_center:
         kwags["latents"] = center_tensor(kwags["latents"], channel_shift=p.hdr_channel_shift, full_shift=p.hdr_full_shift)
     if timestep > 1 and timestep < 100 and p.hdr_maximize:
-        kwags["latents"] = center_tensor(kwags["latents"], channel_shift=0.6, full_shift=1.0)
+        kwags["latents"] = center_tensor(kwags["latents"], channel_shift=p.hdr_max_center, full_shift=1.0)
         kwags["latents"] = maximize_tensor(kwags["latents"], boundary=p.hdr_max_boundry)
     return kwags
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 55cbdb690..1a21c34f5 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -346,6 +346,12 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         clean['generator'] = generator_device
         clean['parser'] = parser
         shared.log.debug(f'Diffuser pipeline: {model.__class__.__name__} task={sd_models.get_diffusers_task(model)} set={clean}')
+        if p.hdr_clamp or p.hdr_center or p.hdr_maximize:
+            txt = 'HDR:'
+            txt += f' Clamp threshold={p.hdr_threshold} boundary={p.hdr_boundary}' if p.hdr_clamp else 'Clamp off'
+            txt += f' Center channel-shift={p.hdr_channel_shift} full-shift={p.hdr_full_shift}' if p.hdr_center else 'Center off'
+            txt += f' Maximize boundary={p.hdr_max_boundry} center={p.hdr_max_center}' if p.hdr_maximize else 'Maximize off'
+            shared.log.debug(txt)
         # components = [{ k: getattr(v, 'device', None) } for k, v in model.components.items()]
         # shared.log.debug(f'Diffuser pipeline components: {components}')
         return args
diff --git a/modules/txt2img.py b/modules/txt2img.py
index 3e51190cc..55751bb2d 100644
--- a/modules/txt2img.py
+++ b/modules/txt2img.py
@@ -4,7 +4,7 @@ from modules.generation_parameters_copypaste import create_override_settings_dic
 from modules.ui import plaintext_to_html
 
 
-def txt2img(id_task: str, prompt: str, negative_prompt: str, prompt_styles, steps: int, sampler_index: int, latent_index: int, full_quality: bool, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, image_cfg_scale: float, diffusers_guidance_rescale: float, clip_skip: int, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, height: int, width: int, enable_hr: bool, denoising_strength: float, hr_scale: float, hr_upscaler: str, hr_force: bool, hr_second_pass_steps: int, hr_resize_x: int, hr_resize_y: int, refiner_steps: int, refiner_start: int, refiner_prompt: str, refiner_negative: str, hdr_clamp, hdr_boundary, hdr_threshold, hdr_center, hdr_channel_shift, hdr_full_shift, hdr_maximize, hdr_max_boundry, override_settings_texts, *args): # pylint: disable=unused-argument
+def txt2img(id_task: str, prompt: str, negative_prompt: str, prompt_styles, steps: int, sampler_index: int, latent_index: int, full_quality: bool, restore_faces: bool, tiling: bool, n_iter: int, batch_size: int, cfg_scale: float, image_cfg_scale: float, diffusers_guidance_rescale: float, clip_skip: int, seed: int, subseed: int, subseed_strength: float, seed_resize_from_h: int, seed_resize_from_w: int, height: int, width: int, enable_hr: bool, denoising_strength: float, hr_scale: float, hr_upscaler: str, hr_force: bool, hr_second_pass_steps: int, hr_resize_x: int, hr_resize_y: int, refiner_steps: int, refiner_start: int, refiner_prompt: str, refiner_negative: str, hdr_clamp, hdr_boundary, hdr_threshold, hdr_center, hdr_channel_shift, hdr_full_shift, hdr_maximize, hdr_max_center, hdr_max_boundry, override_settings_texts, *args): # pylint: disable=unused-argument
 
     shared.log.debug(f'txt2img: id_task={id_task}|prompt={prompt}|negative_prompt={negative_prompt}|prompt_styles={prompt_styles}|steps={steps}|sampler_index={sampler_index}|latent_index={latent_index}|full_quality={full_quality}|restore_faces={restore_faces}|tiling={tiling}|n_iter={n_iter}|batch_size={batch_size}|cfg_scale={cfg_scale}|clip_skip={clip_skip}|seed={seed}|subseed={subseed}|subseed_strength={subseed_strength}|seed_resize_from_h={seed_resize_from_h}|seed_resize_from_w={seed_resize_from_w}||height={height}|width={width}|enable_hr={enable_hr}|denoising_strength={denoising_strength}|hr_scale={hr_scale}|hr_upscaler={hr_upscaler}|hr_force={hr_force}|hr_second_pass_steps={hr_second_pass_steps}|hr_resize_x={hr_resize_x}|hr_resize_y={hr_resize_y}|image_cfg_scale={image_cfg_scale}|diffusers_guidance_rescale={diffusers_guidance_rescale}|refiner_steps={refiner_steps}|refiner_start={refiner_start}|refiner_prompt={refiner_prompt}|refiner_negative={refiner_negative}|override_settings_texts={override_settings_texts}')
 
@@ -59,7 +59,7 @@ def txt2img(id_task: str, prompt: str, negative_prompt: str, prompt_styles, step
         refiner_negative=refiner_negative,
         hdr_clamp=hdr_clamp, hdr_boundary=hdr_boundary, hdr_threshold=hdr_threshold,
         hdr_center=hdr_center, hdr_channel_shift=hdr_channel_shift, hdr_full_shift=hdr_full_shift,
-        hdr_maximize=hdr_maximize, hdr_max_boundry=hdr_max_boundry,
+        hdr_maximize=hdr_maximize, hdr_max_center=hdr_max_center, hdr_max_boundry=hdr_max_boundry,
         override_settings=override_settings,
     )
     p.scripts = modules.scripts.scripts_txt2img
diff --git a/modules/ui.py b/modules/ui.py
index 611d1c0ae..3caa6016a 100644
--- a/modules/ui.py
+++ b/modules/ui.py
@@ -417,27 +417,31 @@ def create_ui(startup_timer = None):
                     seed, reuse_seed, subseed, reuse_subseed, subseed_strength, seed_resize_from_h, seed_resize_from_w = create_seed_inputs('txt2img')
 
                     with gr.Accordion(open=False, label="Advanced", elem_id="txt2img_advanced", elem_classes=["small-accordion"]):
-                        with FormRow():
-                            cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='CFG scale', value=6.0, elem_id="txt2img_cfg_scale")
-                            clip_skip = gr.Slider(label='CLIP skip', value=1, minimum=1, maximum=14, step=1, elem_id='txt2img_clip_skip', interactive=True)
-                        with FormRow():
-                            image_cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='Secondary CFG scale', value=6.0, elem_id="txt2img_image_cfg_scale")
-                            diffusers_guidance_rescale = gr.Slider(minimum=0.0, maximum=1.0, step=0.05, label='Guidance rescale', value=0.7, elem_id="txt2img_image_cfg_rescale")
-                        with FormRow():
-                            full_quality = gr.Checkbox(label='Full quality', value=True, elem_id="txt2img_full_quality")
-                            restore_faces = gr.Checkbox(label='Face restore', value=False, visible=len(modules.shared.face_restorers) > 1, elem_id="txt2img_restore_faces")
-                            tiling = gr.Checkbox(label='Tiling', value=False, elem_id="txt2img_tiling")
-                        with FormRow():
-                            hdr_clamp = gr.Checkbox(label='HDR clamp', value=False, elem_id="txt2img_hdr_clamp")
-                            hdr_boundary = gr.Slider(minimum=0.0, maximum=10.0, step=0.1, value=4.0,  label='Range', elem_id="txt2img_hdr_boundary")
-                            hdr_threshold = gr.Slider(minimum=0.0, maximum=1.0, step=0.01, value=0.95,  label='Threshold', elem_id="txt2img_hdr_threshold")
-                        with FormRow():
-                            hdr_center = gr.Checkbox(label='HDR center', value=False, elem_id="txt2img_hdr_center")
-                            hdr_channel_shift = gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1.0,  label='Channel shift', elem_id="txt2img_hdr_channel_shift")
-                            hdr_full_shift = gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1,  label='Full shift', elem_id="txt2img_hdr_full_shift")
-                        with FormRow():
-                            hdr_maximize = gr.Checkbox(label='HDR maximize', value=False, elem_id="txt2img_hdr_maximize")
-                            hdr_max_boundry = gr.Slider(minimum=0.0, maximum=10.0, step=0.1, value=4.0,  label='range', elem_id="txt2img_hdr_max_boundry")
+                        with gr.Group():
+                            with FormRow():
+                                cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='CFG scale', value=6.0, elem_id="txt2img_cfg_scale")
+                                clip_skip = gr.Slider(label='CLIP skip', value=1, minimum=1, maximum=14, step=1, elem_id='txt2img_clip_skip', interactive=True)
+                            with FormRow():
+                                image_cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='Secondary CFG scale', value=6.0, elem_id="txt2img_image_cfg_scale")
+                                diffusers_guidance_rescale = gr.Slider(minimum=0.0, maximum=1.0, step=0.05, label='Guidance rescale', value=0.7, elem_id="txt2img_image_cfg_rescale")
+                        with gr.Group():
+                            with FormRow():
+                                full_quality = gr.Checkbox(label='Full quality', value=True, elem_id="txt2img_full_quality")
+                                restore_faces = gr.Checkbox(label='Face restore', value=False, visible=len(modules.shared.face_restorers) > 1, elem_id="txt2img_restore_faces")
+                                tiling = gr.Checkbox(label='Tiling', value=False, elem_id="txt2img_tiling")
+                        with gr.Group():
+                            with FormRow():
+                                hdr_clamp = gr.Checkbox(label='HDR clamp', value=False, elem_id="txt2img_hdr_clamp")
+                                hdr_boundary = gr.Slider(minimum=0.0, maximum=10.0, step=0.1, value=4.0,  label='Range', elem_id="txt2img_hdr_boundary")
+                                hdr_threshold = gr.Slider(minimum=0.0, maximum=1.0, step=0.01, value=0.95,  label='Threshold', elem_id="txt2img_hdr_threshold")
+                            with FormRow():
+                                hdr_center = gr.Checkbox(label='HDR center', value=False, elem_id="txt2img_hdr_center")
+                                hdr_channel_shift = gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1.0,  label='Channel shift', elem_id="txt2img_hdr_channel_shift")
+                                hdr_full_shift = gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=1,  label='Full shift', elem_id="txt2img_hdr_full_shift")
+                            with FormRow():
+                                hdr_maximize = gr.Checkbox(label='HDR maximize', value=False, elem_id="txt2img_hdr_maximize")
+                                hdr_max_center = gr.Slider(minimum=0.0, maximum=2.0, step=0.1, value=0.6,  label='Center', elem_id="txt2img_hdr_max_center")
+                                hdr_max_boundry = gr.Slider(minimum=0.5, maximum=2.0, step=0.1, value=1.0,  label='Range', elem_id="txt2img_hdr_max_boundry")
 
                     with gr.Accordion(open=False, label="Second pass", elem_id="txt2img_second_pass", elem_classes=["small-accordion"]):
                         with FormGroup():
@@ -504,7 +508,7 @@ def create_ui(startup_timer = None):
                     enable_hr, denoising_strength,
                     hr_scale, hr_upscaler, hr_force, hr_second_pass_steps, hr_resize_x, hr_resize_y,
                     refiner_steps, refiner_start, refiner_prompt, refiner_negative,
-                    hdr_clamp, hdr_boundary, hdr_threshold, hdr_center, hdr_channel_shift, hdr_full_shift, hdr_maximize, hdr_max_boundry,
+                    hdr_clamp, hdr_boundary, hdr_threshold, hdr_center, hdr_channel_shift, hdr_full_shift, hdr_maximize, hdr_max_center, hdr_max_boundry,
                     override_settings,
                 ] + custom_inputs,
                 outputs=[
diff --git a/scripts/xyz_grid.py b/scripts/xyz_grid.py
index 1ca2d838c..15d11e555 100644
--- a/scripts/xyz_grid.py
+++ b/scripts/xyz_grid.py
@@ -261,6 +261,7 @@ axis_options = [
     AxisOption("[HDR] Clamp threshold", float, apply_field("hdr_threshold")),
     AxisOption("[HDR] Center channel shift", float, apply_field("hdr_channel_shift")),
     AxisOption("[HDR] Center full shift", float, apply_field("hdr_full_shift")),
+    AxisOption("[HDR] Maximize center shift", float, apply_field("hdr_max_center")),
     AxisOption("[HDR] Maximize boundary", float, apply_field("hdr_max_boundry")),
     AxisOption("[ToMe] Token merging ratio (txt2img)", float, apply_override('token_merging_ratio')),
     AxisOption("[ToMe] Token merging ratio (hires)", float, apply_override('token_merging_ratio_hr')),
diff --git a/wiki b/wiki
index 6f0a39eda..0a871354e 160000
--- a/wiki
+++ b/wiki
@@ -1 +1 @@
-Subproject commit 6f0a39edad41d6d13b2822c7f93fab22d706c693
+Subproject commit 0a871354eeac24412a44c00f8da3b7fa767ee857

From c0d75b9b618ecd1194398a7cda4b59131a4ddac0 Mon Sep 17 00:00:00 2001
From: Redacted <fromster@gmail.com>
Date: Mon, 27 Nov 2023 14:45:35 -0600
Subject: [PATCH 15/42] Update sdnext.css

Fix txt2img and img2img footer text-wrap
Fix img2img inpaint distorting image
Fix img2img extension width
---
 javascript/sdnext.css | 25 +++++++++++++------------
 1 file changed, 13 insertions(+), 12 deletions(-)

diff --git a/javascript/sdnext.css b/javascript/sdnext.css
index 569ff2f5a..089511fc8 100644
--- a/javascript/sdnext.css
+++ b/javascript/sdnext.css
@@ -72,7 +72,7 @@ button.custom-button{ border-radius: var(--button-large-radius); padding: var(--
 .performance .time { margin-right: 0; }
 #txt2img_prompt_container, #img2img_prompt_container { margin-right: var(--layout-gap) }
 #txt2img_footer, #img2img_footer, #extras_footer { height: fit-content; }
-#txt2img_footer, #img2img_footer { height: fit-content; display: none; }
+#txt2img_footer, #img2img_footer {height: fit-content;display: none;}
 #txt2img_generate_box, #img2img_generate_box { gap: 0.5em; flex-wrap: wrap-reverse; height: fit-content; }
 #txt2img_actions_column, #img2img_actions_column { gap: 0.5em; height: fit-content; }
 #txt2img_generate_box > button, #img2img_generate_box > button, #txt2img_enqueue, #img2img_enqueue { min-height: 42px; max-height: 42px; line-height: 1em; }
@@ -286,25 +286,25 @@ table.settings-value-table td { padding: 0.4em; border: 1px solid #ccc; max-widt
   /* Do not affect displays larger than 1024px wide.  */
   @media (max-width: 1024px) {
   
-    /* Screens smaller than 424px wide */
+    /* Screens smaller than 400px wide */
     @media (max-width: 399px) {
       :root, .light, .dark { --left-column: 100%; }
       
       /* maintain single column for from image operations on larger mobile devices */
       #txt2img_results, #img2img_results, #extras_results { min-width: calc(min(320px, 100%)) !important;}
+      #txt2img_footer p { text-wrap: wrap; }
+
     }
     
-    /* Screens larger than 425px wide */
-    @media (min-width: 425px) {
-      :root, .light, .dark {--left-column: 50% ;}
-      
-      /* adjust extension panel to fit within resized sidebar */
-      #scripts_alwayson_txt2img div { max-width: 99%; }
+    /* Screens larger than 400px wide */
+    @media (min-width: 400px) {
+      :root, .light, .dark {--left-column: 50%;}
       
       /* maintain side by side split on larger mobile displays for from text */
-      #txt2img_results, #extras_results { min-width: 50% !important;}
+      #txt2img_results, #extras_results, #txt2img_footer p {text-wrap: wrap; max-width: 100% !important; }
     }
     
+    #scripts_alwayson_txt2img div, #scripts_alwayson_img2img div { max-width: 100%; }
     #txt2img_prompt_container, #img2img_prompt_container { resize:vertical !important; }
 
     /* make generate and enqueue buttons take up the entire width of their rows. */
@@ -316,10 +316,10 @@ table.settings-value-table td { padding: 0.4em; border: 1px solid #ccc; max-widt
     #txt2img_generate_box, #img2img_generate_box, #txt2img_enqueue_wrapper,#img2img_enqueue_wrapper {display: flex;flex-direction: column;height: 4em !important;align-items: stretch;justify-content: space-evenly;}
 
     /* maintain single column for from image operations on larger mobile devices */
-    #img2img_settings, #img2img_results { min-width: 100% !important; max-width: 100% !important;}
+    #img2img_interface, #img2img_results, #img2img_footer p {text-wrap: wrap; min-width: 100% !important; max-width: 100% !important;}
     /* fix inpaint image display being too large for mobile displays */
-    #img2img_sketch, #img2maskimg, #inpaint_sketch {display: flex;alignment-baseline:after-edge !important;overflow: auto !important;resize: none !important;}
-    #img2maskimg canvas { width: 100% !important; max-height: 100% !important; height: auto !important; }
+    #img2img_sketch, #img2maskimg, #inpaint_sketch {display: flex; alignment-baseline:after-edge !important;overflow: auto !important;resize: none !important;}
+    #img2maskimg canvas { width: auto !important; max-height: 100% !important; height: auto !important; }
 
     /* fix from text/image UI elements to prevent them from moving around within the UI */
     #txt2img_sampler, #txt2img_batch, #txt2img_seed_group, #txt2img_advanced, #txt2img_second_pass, #img2img_sampling_group, #img2img_resize_group, #img2img_batch_group, #img2img_seed_group, #img2img_denoise_group, #img2img_advanced_group { width: 100% !important; }
@@ -353,3 +353,4 @@ table.settings-value-table td { padding: 0.4em; border: 1px solid #ccc; max-widt
   }  
     
 }
+

From ad8114bb37dd3107df6ac6af6f470ce899ac4e85 Mon Sep 17 00:00:00 2001
From: Redacted <fromster@gmail.com>
Date: Mon, 27 Nov 2023 14:48:25 -0600
Subject: [PATCH 16/42] Update sdnext.css

fix formatting errors
---
 javascript/sdnext.css | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/javascript/sdnext.css b/javascript/sdnext.css
index 089511fc8..ed212bf44 100644
--- a/javascript/sdnext.css
+++ b/javascript/sdnext.css
@@ -72,7 +72,7 @@ button.custom-button{ border-radius: var(--button-large-radius); padding: var(--
 .performance .time { margin-right: 0; }
 #txt2img_prompt_container, #img2img_prompt_container { margin-right: var(--layout-gap) }
 #txt2img_footer, #img2img_footer, #extras_footer { height: fit-content; }
-#txt2img_footer, #img2img_footer {height: fit-content;display: none;}
+#txt2img_footer, #img2img_footer { height: fit-content; display: none; }
 #txt2img_generate_box, #img2img_generate_box { gap: 0.5em; flex-wrap: wrap-reverse; height: fit-content; }
 #txt2img_actions_column, #img2img_actions_column { gap: 0.5em; height: fit-content; }
 #txt2img_generate_box > button, #img2img_generate_box > button, #txt2img_enqueue, #img2img_enqueue { min-height: 42px; max-height: 42px; line-height: 1em; }
@@ -353,4 +353,3 @@ table.settings-value-table td { padding: 0.4em; border: 1px solid #ccc; max-widt
   }  
     
 }
-

From 202f27e80fe6bbcbc7a41ebb4d6f8e43005b4999 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Mon, 27 Nov 2023 17:24:06 -0500
Subject: [PATCH 17/42] add tokenizers to explict requirements

---
 CHANGELOG.md         | 1 +
 modules/sd_models.py | 4 ++--
 requirements.txt     | 1 +
 3 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b90889aa1..5163f37f5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,6 +22,7 @@ Note: Release pending `diffusers==0.24`
 - **Model merge**
   - add sd-xl rebasin support, thanks @AI-Casanova  
 - **General**
+  - further UI optimizations for **mobile devices**, thanks @iDeNoh
   - log level defaults to info for console and debug for log file  
   - better prompt display in process tab  
   - increase maximum lora cache values  
diff --git a/modules/sd_models.py b/modules/sd_models.py
index 79d591ffe..1925aae40 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -20,7 +20,7 @@ import tomesd
 from transformers import logging as transformers_logging
 import ldm.modules.midas as midas
 from ldm.util import instantiate_from_config
-from modules import paths, shared, shared_items, shared_state, modelloader, devices, script_callbacks, sd_vae, sd_disable_initialization, errors, hashes, sd_models_config, sd_models_compile, sd_hijack_inpainting
+from modules import paths, shared, shared_items, shared_state, modelloader, devices, script_callbacks, sd_vae, errors, hashes, sd_models_config, sd_models_compile, sd_hijack_inpainting
 from modules.timer import Timer
 from modules.memstats import memory_stats
 from modules.paths import models_path, script_path
@@ -637,7 +637,7 @@ def detect_pipeline(f: str, op: str = 'model', warning=True):
             else:
                 guess = 'Stable Diffusion'
             # guess by name
-            if 'LCM_' in f or 'LCM-' in f:
+            if 'LCM_' in f or 'LCM-' or '_LCM' or '-LCM' in f.upper():
                 if shared.backend == shared.Backend.ORIGINAL:
                     warn(f'Model detected as LCM model, but attempting to load using backend=original: {op}={f} size={size} MB')
                 guess = 'Latent Consistency Model'
diff --git a/requirements.txt b/requirements.txt
index bbe4874e4..ce5814e92 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -61,6 +61,7 @@ numba==0.57.1
 pandas==1.5.3
 protobuf==3.20.3
 pytorch_lightning==1.9.4
+tokenizers==0.15.0
 transformers==4.35.2
 tomesd==0.1.3
 urllib3==1.26.15

From c2f8e8cc305e6067c6f871407db8befb0693f1a7 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Tue, 28 Nov 2023 11:06:47 -0500
Subject: [PATCH 18/42] prereqs

---
 modules/processing.py           | 14 ++++++++++++--
 modules/processing_diffusers.py |  3 +++
 modules/sd_models.py            |  4 +++-
 requirements.txt                |  1 +
 4 files changed, 19 insertions(+), 3 deletions(-)

diff --git a/modules/processing.py b/modules/processing.py
index cbf41d853..d2b2bae77 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -543,12 +543,20 @@ def create_infotext(p: StableDiffusionProcessing, all_prompts=None, all_seeds=No
         index = position_in_batch + iteration * p.batch_size
     if all_prompts is None:
         all_prompts = p.all_prompts
+    if all_negative_prompts is None:
+        all_negative_prompts = p.all_negative_prompts
     if all_seeds is None:
         all_seeds = p.all_seeds
     if all_subseeds is None:
         all_subseeds = p.all_subseeds
-    if all_negative_prompts is None:
-        all_negative_prompts = p.all_negative_prompts
+    while len(all_prompts) <= index:
+        all_prompts.append(all_prompts[-1])
+    while len(all_seeds) <= index:
+        all_seeds.append(all_seeds[-1])
+    while len(all_subseeds) <= index:
+        all_subseeds.append(all_subseeds[-1])
+    while len(all_negative_prompts) <= index:
+        all_negative_prompts.append(all_negative_prompts[-1])
     comment = ', '.join(comments) if comments is not None and type(comments) is list else None
     ops = list(set(p.ops))
     ops.reverse()
@@ -768,6 +776,8 @@ def process_images(p: StableDiffusionProcessing) -> Processed:
 
 
 def validate_sample(tensor):
+    if not isinstance(tensor, np.ndarray) and not isinstance(tensor, torch.Tensor):
+        return tensor
     if tensor.dtype == torch.bfloat16: # numpy does not support bf16
         tensor = tensor.to(torch.float16)
     if shared.backend == shared.Backend.ORIGINAL:
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 1a21c34f5..fef1c5c31 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -478,6 +478,9 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
     p.extra_generation_params["Sampler Eta"] = shared.opts.scheduler_eta if shared.opts.scheduler_eta is not None and shared.opts.scheduler_eta > 0 and shared.opts.scheduler_eta < 1 else None
     try:
         output = shared.sd_model(**base_args) # pylint: disable=not-callable
+        if not hasattr(output, 'images') and hasattr(output, 'frames'):
+            shared.log.debug(f'Generated: frames={len(output.frames[0])}')
+            output.images = output.frames[0]
     except AssertionError as e:
         shared.log.info(e)
     except ValueError as e:
diff --git a/modules/sd_models.py b/modules/sd_models.py
index 1925aae40..ee94ec574 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -637,10 +637,12 @@ def detect_pipeline(f: str, op: str = 'model', warning=True):
             else:
                 guess = 'Stable Diffusion'
             # guess by name
-            if 'LCM_' in f or 'LCM-' or '_LCM' or '-LCM' in f.upper():
+            """
+            if 'LCM_' in f.upper() or 'LCM-' in f.upper() or '_LCM' in f.upper() or '-LCM' in f.upper():
                 if shared.backend == shared.Backend.ORIGINAL:
                     warn(f'Model detected as LCM model, but attempting to load using backend=original: {op}={f} size={size} MB')
                 guess = 'Latent Consistency Model'
+            """
             if 'PixArt' in f:
                 if shared.backend == shared.Backend.ORIGINAL:
                     warn(f'Model detected as PixArt Alpha model, but attempting to load using backend=original: {op}={f} size={size} MB')
diff --git a/requirements.txt b/requirements.txt
index ce5814e92..f65e9fd69 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -69,3 +69,4 @@ Pillow==10.1.0
 timm==0.9.7
 pydantic==1.10.13
 typing-extensions==4.8.0
+peft

From d8d8f58072097b2d1958126d3c2299d8e5f2f41e Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Tue, 28 Nov 2023 19:30:10 -0500
Subject: [PATCH 19/42] initial lightweight animatediff

---
 CHANGELOG.md                    |  15 ++-
 html/locale_en.json             |   2 +-
 javascript/sdnext.css           |   4 +-
 modules/images.py               |  27 ++---
 modules/processing_diffusers.py |   4 +-
 modules/shared.py               |   4 +-
 modules/styles.py               |   2 +-
 modules/ui_common.py            |   2 +-
 scripts/animatediff.py          | 168 ++++++++++++++++++++++++++++++++
 scripts/ipadapter.py            |  23 ++---
 wiki                            |   2 +-
 11 files changed, 217 insertions(+), 36 deletions(-)
 create mode 100644 scripts/animatediff.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5163f37f5..8fd7796ea 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,17 +1,24 @@
 # Change Log for SD.Next
 
-## Update for 2023-11-26
+## Update for 2023-11-28
 
 Note: Release pending `diffusers==0.24`
 
 - **Diffusers**
-  - **IP adapter**
-    - Lightweight implementation of T2I adapters which can guide generation towards specific image style  
-    - Supports most T2I models, not limited to SD  
   - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
     - In *Advanced* params
     - Allows control of *latent clamping*, *color centering* and *range maximimization*  
     - Supported by *XYZ grid*  
+  - **IP adapter**
+    - Lightweight implementation of T2I adapters which can guide generation towards specific image style  
+    - Supports most T2I models, not limited to SD 1.5  
+    - Models are auto-downloaded on first use
+    - For IP adapter support in Original backend, use standard *ControlNet* extension  
+  - **AnimateDiff**
+    - Lightweight implementation of AnimateDiff basic models *(1.4, 1.5, 1.5.2)*
+    - Supports SD 1.5 only  
+    - Models are auto-downloaded on first use
+    - For AnimateDiff support in Original backend, use standard *AnimateDiff* extension  
   - **Kandinsky 3** support  
     - download using built-in model downloader or simply select from networks -> reference  
     - this model is absolutely massive at 27.5GB at fp16, so be patient  
diff --git a/html/locale_en.json b/html/locale_en.json
index a475df59e..27d4beaa7 100644
--- a/html/locale_en.json
+++ b/html/locale_en.json
@@ -71,7 +71,7 @@
 "extra networks": [
   {"id":"","label":"UI position","localized":"","hint":"Location of extra networks"},
   {"id":"","label":"cover","localized":"","hint":"cover full area"},
-  {"id":"","label":"inline","localized":"","hint":"inline with all additional elelemtns (scrollable)"},
+  {"id":"","label":"inline","localized":"","hint":"inline with all additional elements (scrollable)"},
   {"id":"","label":"sidebar","localized":"","hint":"sidebar on the right side of the screen"},
   {"id":"","label":"UI height (%)","localized":"","hint":""},
   {"id":"","label":"UI sidebar width (%)","localized":"","hint":""},
diff --git a/javascript/sdnext.css b/javascript/sdnext.css
index ed212bf44..d10878a62 100644
--- a/javascript/sdnext.css
+++ b/javascript/sdnext.css
@@ -95,7 +95,7 @@ div#extras_scale_to_tab div.form{ flex-direction: row; }
 #img2img_sketch, #img2maskimg, #inpaint_sketch { overflow: overlay !important; resize: auto; background: var(--panel-background-fill); z-index: 5; }
 .image-buttons button{ min-width: auto; }
 .infotext { overflow-wrap: break-word; line-height: 1.5em; }
-.infotext > p { padding-left: 1em; text-indent: -1em; white-space: pre; }
+.infotext > p { padding-left: 1em; text-indent: -1em; white-space: pre; text-wrap: pretty; }
 .tooltip { display: block; position: fixed; top: 1em; right: 1em; padding: 0.5em; background: var(--input-background-fill); color: var(--body-text-color); border: 1pt solid var(--button-primary-border-color);
   width: 22em; min-height: 1.3em; font-size: 0.8em; transition: opacity 0.2s ease-in; pointer-events: none; opacity: 0; z-index: 999; }
 .tooltip-show { opacity: 0.9; }
@@ -318,7 +318,7 @@ table.settings-value-table td { padding: 0.4em; border: 1px solid #ccc; max-widt
     /* maintain single column for from image operations on larger mobile devices */
     #img2img_interface, #img2img_results, #img2img_footer p {text-wrap: wrap; min-width: 100% !important; max-width: 100% !important;}
     /* fix inpaint image display being too large for mobile displays */
-    #img2img_sketch, #img2maskimg, #inpaint_sketch {display: flex; alignment-baseline:after-edge !important;overflow: auto !important;resize: none !important;}
+    #img2img_sketch, #img2maskimg, #inpaint_sketch {display: flex; alignment-baseline:after-edge !important; overflow: auto !important; resize: none !important; }
     #img2maskimg canvas { width: auto !important; max-height: 100% !important; height: auto !important; }
 
     /* fix from text/image UI elements to prevent them from moving around within the UI */
diff --git a/modules/images.py b/modules/images.py
index 9c8def630..fb15c3e3b 100644
--- a/modules/images.py
+++ b/modules/images.py
@@ -425,6 +425,20 @@ class FilenameGenerator:
         debug(f'Filename sanitize: input="{filename}" parts={parts} output="{fn}" ext={ext} max={max_length} len={len(fn)}')
         return fn
 
+    def sequence(self, x, dirname, basename):
+        if shared.opts.save_images_add_number or '[seq]' in x:
+            if '[seq]' not in x:
+                x = os.path.join(os.path.dirname(x), f"[seq]-{os.path.basename(x)}")
+            basecount = get_next_sequence_number(dirname, basename)
+            for i in range(9999):
+                seq = f"{basecount + i:05}" if basename == '' else f"{basename}-{basecount + i:04}"
+                filename = x.replace('[seq]', seq)
+                if not os.path.exists(filename):
+                    debug(f'Prompt sequence: input="{x}" seq={seq} output="{filename}"')
+                    x = filename
+                    break
+        return x
+
     def apply(self, x):
         res = ''
         for m in re_pattern.finditer(x):
@@ -591,18 +605,7 @@ def save_image(image, path, basename='', seed=None, prompt=None, extension=share
     dirname = os.path.dirname(params.filename)
     if dirname is not None and len(dirname) > 0:
         os.makedirs(dirname, exist_ok=True)
-    # sequence
-    if shared.opts.save_images_add_number or '[seq]' in params.filename:
-        if '[seq]' not in params.filename:
-            params.filename = os.path.join(os.path.dirname(params.filename), f"[seq]-{os.path.basename(params.filename)}")
-        basecount = get_next_sequence_number(dirname, basename)
-        for i in range(9999):
-            seq = f"{basecount + i:05}" if basename == '' else f"{basename}-{basecount + i:04}"
-            filename = params.filename.replace('[seq]', seq)
-            if not os.path.exists(filename):
-                debug(f'Prompt sequence: input="{params.filename}" seq={seq} output="{filename}"')
-                params.filename = filename
-                break
+    params.filename = namegen.sequence(params.filename, dirname, basename)
     # callbacks
     script_callbacks.before_image_saved_callback(params)
     exifinfo = params.pnginfo.get('UserComment', '')
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index fef1c5c31..a89fb7b98 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -385,8 +385,8 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
 
     def update_sampler(sd_model, second_pass=False):
         sampler_selection = p.latent_sampler if second_pass else p.sampler_name
-        is_karras_compatible = sd_model.__class__.__init__.__annotations__.get("scheduler", None) == diffusers.schedulers.scheduling_utils.KarrasDiffusionSchedulers
-        if hasattr(sd_model, 'scheduler') and sampler_selection != 'Default' and is_karras_compatible:
+        # is_karras_compatible = sd_model.__class__.__init__.__annotations__.get("scheduler", None) == diffusers.schedulers.scheduling_utils.KarrasDiffusionSchedulers
+        if hasattr(sd_model, 'scheduler') and sampler_selection != 'Default':
             sampler = sd_samplers.all_samplers_map.get(sampler_selection, None)
             if sampler is None:
                 sampler = sd_samplers.all_samplers_map.get("UniPC")
diff --git a/modules/shared.py b/modules/shared.py
index 2ca3ce5c7..791faaa7b 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -159,7 +159,7 @@ def list_samplers():
 
 def temp_disable_extensions():
     disable_safe = ['sd-webui-controlnet', 'multidiffusion-upscaler-for-automatic1111', 'a1111-sd-webui-lycoris', 'sd-webui-agent-scheduler', 'clip-interrogator-ext', 'stable-diffusion-webui-rembg', 'sd-extension-chainner', 'stable-diffusion-webui-images-browser']
-    disable_diffusers = ['sd-webui-controlnet', 'multidiffusion-upscaler-for-automatic1111', 'a1111-sd-webui-lycoris']
+    disable_diffusers = ['sd-webui-controlnet', 'multidiffusion-upscaler-for-automatic1111', 'a1111-sd-webui-lycoris', 'sd-webui-animatediff']
     disable_original = []
     disabled = []
     if cmd_opts.safe:
@@ -958,6 +958,8 @@ class Shared(sys.modules[__name__].__class__): # this class is here to provide s
                 model_type = 'sd'
             elif "LatentConsistencyModel" in self.sd_model.__class__.__name__:
                 model_type = 'sd' # lcm is compatible with sd
+            elif "AnimateDiffPipeline" in self.sd_model.__class__.__name__:
+                model_type = 'sd' # ad is compatible with sd
             elif "Kandinsky" in self.sd_model.__class__.__name__:
                 model_type = 'kandinsky'
             else:
diff --git a/modules/styles.py b/modules/styles.py
index 427e76ea9..be5259f2c 100644
--- a/modules/styles.py
+++ b/modules/styles.py
@@ -60,7 +60,7 @@ def apply_styles_to_extra(p, style: Style):
                 v = type(orig)(v)
             setattr(p, k, v)
             fields.append(f'{k}={v}')
-    log.info(f'Applying style: name={style.name} extra={fields}')
+    log.info(f'Applying style: name="{style.name}" extra={fields}')
 
 
 class StyleDatabase:
diff --git a/modules/ui_common.py b/modules/ui_common.py
index 69dcb2551..d63c1ce7a 100644
--- a/modules/ui_common.py
+++ b/modules/ui_common.py
@@ -35,7 +35,7 @@ def plaintext_to_html(text):
 
 def infotext_to_html(text):
     res = parse_generation_parameters(text)
-    prompt = res.get('Prompt', '').replace('\n', '<br>\n')
+    prompt = res.get('Prompt', '')
     negative = res.get('Negative prompt', '')
     res.pop('Prompt', None)
     res.pop('Negative prompt', None)
diff --git a/scripts/animatediff.py b/scripts/animatediff.py
new file mode 100644
index 000000000..e25aa2d86
--- /dev/null
+++ b/scripts/animatediff.py
@@ -0,0 +1,168 @@
+"""
+Lightweight AnimateDiff implementation in Diffusers
+Docs: <https://huggingface.co/docs/diffusers/api/pipelines/animatediff>
+TODO:
+- Use latents and update VAE decode
+- SDXL
+- MP4 with RIFE
+- IP Adapter
+- Custom models
+- Custom LORAs
+- Enable second pass
+- TemporalDiff: https://huggingface.co/CiaraRowles/TemporalDiff/tree/main
+- AnimateFace: https://huggingface.co/nlper2022/animatediff_face_512/tree/main
+"""
+
+import os
+import gradio as gr
+import diffusers
+from modules import scripts, processing, shared, devices, sd_models
+
+
+# config
+ADAPTERS = {
+    'None': None,
+    'Motion 1.4': 'guoyww/animatediff-motion-adapter-v1-4',
+    'Motion 1.5': 'guoyww/animatediff-motion-adapter-v1-5',
+    'Motion 1.5.2' :'guoyww/animatediff-motion-adapter-v1-5-2',
+    'TemporalDiff': 'vladmandic/temporaldiff',
+    'AnimateFace': 'vladmandic/animateface',
+}
+LORAS = {
+    'None': None,
+    'Zoom-in': 'guoyww/animatediff-motion-lora-zoom-in',
+    'Zoom-out': 'guoyww/animatediff-motion-lora-zoom-out',
+    'Pan-left': 'guoyww/animatediff-motion-lora-pan-left',
+    'Pan-right': 'guoyww/animatediff-motion-lora-pan-right',
+    'Tilt-up': 'guoyww/animatediff-motion-lora-tilt-up',
+    'Tilt-down': 'guoyww/animatediff-motion-lora-tilt-down',
+    'Roll-left': 'guoyww/animatediff-motion-lora-rolling-anticlockwise',
+    'Roll-right': 'guoyww/animatediff-motion-lora-rolling-clockwise',
+}
+
+# state
+motion_adapter = None
+loaded_adapter = None
+orig_pipe = None
+
+
+def set_adapter(name: str = None):
+    if shared.sd_model is None:
+        return
+    if shared.backend != shared.Backend.DIFFUSERS:
+        shared.log.warning('AnimateDiff: not in diffusers mode')
+        return
+    if shared.sd_model_type != 'sd':
+        shared.log.warning(f'AnimateDiff: unsupported model type: {shared.sd_model.__class__.__name__}')
+        return
+    global motion_adapter, loaded_adapter, orig_pipe # pylint: disable=global-statement
+    adapter_name = name if name is not None and isinstance(name, str) else loaded_adapter
+    if adapter_name is None or adapter_name == 'None' or shared.sd_model is None:
+        motion_adapter = None
+        loaded_adapter = None
+        if orig_pipe is not None:
+            shared.log.debug(f'AnimateDiff restore pipeline: adapter="{loaded_adapter}"')
+            shared.sd_model = orig_pipe
+            orig_pipe = None
+        return
+    if motion_adapter is not None and loaded_adapter == adapter_name:
+        shared.log.info(f'AnimateDiff cache: adapter="{adapter_name}"')
+        return
+    try:
+        shared.log.info(f'AnimateDiff load: adapter="{adapter_name}"')
+        motion_adapter = diffusers.MotionAdapter.from_pretrained(adapter_name, cache_dir=shared.opts.diffusers_dir, torch_dtype=devices.dtype, low_cpu_mem_usage=False, device_map=None)
+        motion_adapter.to(shared.device)
+        sd_models.set_diffuser_options(motion_adapter, vae=None, op='adapter')
+        loaded_adapter = adapter_name
+
+        new_pipe = diffusers.AnimateDiffPipeline(
+            vae=shared.sd_model.vae,
+            text_encoder=shared.sd_model.text_encoder,
+            tokenizer=shared.sd_model.tokenizer,
+            unet=shared.sd_model.unet,
+            scheduler=shared.sd_model.scheduler,
+            motion_adapter=motion_adapter,
+        )
+        orig_pipe = shared.sd_model
+        new_pipe.sd_checkpoint_info = shared.sd_model.sd_checkpoint_info
+        new_pipe.sd_model_hash = shared.sd_model.sd_model_hash
+        new_pipe.sd_model_checkpoint = shared.sd_model.sd_checkpoint_info.filename
+        new_pipe.is_sdxl = False
+        new_pipe.is_sd2 = False
+        new_pipe.is_sd1 = True
+        shared.sd_model = new_pipe
+        shared.sd_model.to(shared.device)
+        sd_models.set_diffuser_options(shared.sd_model, vae=None, op='model')
+        shared.log.debug(f'AnimateDiff create pipeline: adapter="{loaded_adapter}"')
+    except Exception as e:
+        motion_adapter = None
+        loaded_adapter = None
+        shared.log.error(f'AnimateDiff load error: adapter="{adapter_name}" {e}')
+
+
+class Script(scripts.Script):
+    def title(self):
+        return 'AnimateDiff'
+
+    def show(self, _is_img2img):
+        return scripts.AlwaysVisible if shared.backend == shared.Backend.DIFFUSERS else False
+
+    # return signature is array of gradio components
+    def ui(self, _is_img2img):
+        with gr.Accordion('AnimateDiff', open=False, elem_id='animatediff'):
+            with gr.Row():
+                adapter_index = gr.Dropdown(label='Adapter', choices=list(ADAPTERS), value='None')
+                frames = gr.Slider(label='Frames', minimum=1, maximum=32, step=1, value=16)
+            with gr.Row():
+                lora_index = gr.Dropdown(label='Lora', choices=list(LORAS), value='None')
+                strength = gr.Slider(label='Strength', minimum=0.0, maximum=2.0, step=0.05, value=1.0)
+            with gr.Row():
+                override = gr.Checkbox(label='Override sampler', value=False)
+            with gr.Row():
+                create_gif = gr.Checkbox(label='Create GIF', value=False)
+                loop = gr.Checkbox(label='Loop', value=True)
+                duration = gr.Slider(label='Duration', minimum=0.25, maximum=10, step=0.25, value=2)
+        return [adapter_index, frames, lora_index, strength, override, create_gif, duration, loop]
+
+    def process(self, p: processing.StableDiffusionProcessing, adapter_index, frames, lora_index, strength, override, create_gif, duration, loop): # pylint: disable=arguments-differ, unused-argument
+        adapter = ADAPTERS[adapter_index]
+        lora = LORAS[lora_index]
+        set_adapter(adapter)
+        if motion_adapter is None:
+            return
+        shared.log.debug(f'AnimateDiff: adapter="{adapter}" lora="{lora}" strength={strength} sampler={override} gif={create_gif}')
+        p.extra_generation_params['AnimateDiff'] = loaded_adapter
+        if override:
+            shared.sd_model.scheduler = diffusers.DDIMScheduler.from_pretrained('SG161222/Realistic_Vision_V5.1_noVAE', subfolder="scheduler", clip_sample=False, timestep_spacing="linspace", steps_offset=1)
+        if lora is not None and lora != 'None':
+            shared.sd_model.load_lora_weights(lora, adapter_name=lora)
+            shared.sd_model.set_adapters([lora], adapter_weights=[strength])
+            p.extra_generation_params['AnimateDiff Lora'] = f'{lora}:{strength}'
+        p.do_not_save_grid = True
+        p.task_args = {
+            'num_frames': frames,
+            'output_type': 'np', # TODO: AnimateDiff use latents and update vae_decode
+            'num_inference_steps': p.steps,
+        }
+
+    def postprocess(self, p: processing.StableDiffusionProcessing, processed: processing.Processed, adapter_index, frames, lora_index, strength, override, create_gif, duration, loop): # pylint: disable=arguments-differ, unused-argument
+        if not create_gif or len(processed.images) < 2:
+            return
+        from modules.images import FilenameGenerator
+        image = processed.images[0]
+        namegen = FilenameGenerator(p, seed=p.all_seeds[0], prompt=p.all_prompts[0], image=image)
+        fn = namegen.apply(shared.opts.samples_filename_pattern if shared.opts.samples_filename_pattern and len(shared.opts.samples_filename_pattern) > 0 else "[seq]-[prompt_words]")
+        fn = namegen.sanitize(os.path.join(shared.opts.outdir_save, fn))
+        fn = namegen.sequence(fn, shared.opts.outdir_save, '')
+        images = processed.images[1:]
+        if loop:
+            images += processed.images[::-1]
+        image.save(
+            f'{fn}.gif',
+            save_all = True,
+            append_images = images,
+            optimize = False,
+            duration = 1000.0 * duration / frames,
+            loop = 0 if loop else 1,
+        )
+        shared.log.info(f'AnimateDiff saved: file="{fn}" frames={len(images) + 1} duration={duration} loop={loop}')
diff --git a/scripts/ipadapter.py b/scripts/ipadapter.py
index 33e5f623a..ba81bee5a 100644
--- a/scripts/ipadapter.py
+++ b/scripts/ipadapter.py
@@ -1,12 +1,16 @@
 """
-lightweight ip-adapter applied to existing pipeline
-- downloads image_encoder or first usage (2.5GB)
-- introduced via: https://github.com/huggingface/diffusers/pull/5713
-- ip adapters: https://huggingface.co/h94/IP-Adapter
+Lightweight IP-Adapter applied to existing pipeline in Diffusers
+- Downloads image_encoder or first usage (2.5GB)
+- Introduced via: https://github.com/huggingface/diffusers/pull/5713
+- IP adapters: https://huggingface.co/h94/IP-Adapter
+TODO:
+- Additional IP addapters
+- SD/SDXL autodetect
+- Support for AnimateDiff
 """
 
 import gradio as gr
-from modules import scripts, processing
+from modules import scripts, processing, shared, devices
 
 
 image_encoder = None
@@ -34,7 +38,8 @@ class Script(scripts.Script):
         return 'IP Adapter'
 
     def show(self, is_img2img):
-        return scripts.AlwaysVisible
+
+        return scripts.AlwaysVisible if shared.backend == shared.Backend.DIFFUSERS else False
 
     # return signature is array of gradio components
     def ui(self, _is_img2img):
@@ -46,10 +51,9 @@ class Script(scripts.Script):
                 image = gr.Image(image_mode='RGB', label='Image', source='upload', type='pil', width=512)
         return [adapter, scale, image]
 
-    def before_process(self, p: processing.StableDiffusionProcessing, adapter, scale, image): # pylint: disable=arguments-differ
+    def process(self, p: processing.StableDiffusionProcessing, adapter, scale, image): # pylint: disable=arguments-differ
         import torch
         from transformers import CLIPVisionModelWithProjection
-        from modules import shared, devices
 
         # init code
         global loaded # pylint: disable=global-statement
@@ -104,6 +108,3 @@ class Script(scripts.Script):
         shared.sd_model.set_ip_adapter_scale(scale)
         p.task_args = { 'ip_adapter_image': p.batch_size * [image] }
         p.extra_generation_params["IP Adapter"] = f'{adapter}:{scale}'
-
-    def after_process(self, _p: processing.StableDiffusionProcessing): # pylint: disable=arguments-differ
-        pass
diff --git a/wiki b/wiki
index 0a871354e..931082304 160000
--- a/wiki
+++ b/wiki
@@ -1 +1 @@
-Subproject commit 0a871354eeac24412a44c00f8da3b7fa767ee857
+Subproject commit 931082304da70e7683d993e28a1765c8cb6844c1

From f08b4e5c231dda274f19a7544784f78e51f963d3 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Wed, 29 Nov 2023 16:32:12 -0500
Subject: [PATCH 20/42] add sdxl-turbo

---
 CHANGELOG.md                                 |  35 ++++++++++---------
 extensions-builtin/Lora/networks.py          |   5 +--
 html/reference.json                          |   5 +++
 models/Reference/stabilityai--sdxl-turbo.jpg | Bin 0 -> 88793 bytes
 modules/processing.py                        |   1 +
 modules/processing_diffusers.py              |   1 +
 modules/ui.py                                |   5 ++-
 requirements.txt                             |   2 +-
 scripts/animatediff.py                       |  14 ++++----
 scripts/ipadapter.py                         |   2 +-
 10 files changed, 39 insertions(+), 31 deletions(-)
 create mode 100644 models/Reference/stabilityai--sdxl-turbo.jpg

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8fd7796ea..1a08fada0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,25 +1,28 @@
 # Change Log for SD.Next
 
-## Update for 2023-11-28
-
-Note: Release pending `diffusers==0.24`
+## Update for 2023-11-29
 
 - **Diffusers**
+  - [SDXL Turbo](https://huggingface.co/stabilityai/sdxl-turbo) support  
+    - just set CFG scale (0.0-1.0) and steps (1-3) to a very low value  
+    - compatible with original StabilityAI SDXL-Turbo or any of the newer merges
+    - download safetensors or select from networks -> reference
   - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
-    - In *Advanced* params
-    - Allows control of *latent clamping*, *color centering* and *range maximimization*  
-    - Supported by *XYZ grid*  
+    - in *Advanced* params
+    - allows control of *latent clamping*, *color centering* and *range maximimization*  
+    - supported by *XYZ grid*  
   - **IP adapter**
-    - Lightweight implementation of T2I adapters which can guide generation towards specific image style  
-    - Supports most T2I models, not limited to SD 1.5  
-    - Models are auto-downloaded on first use
-    - For IP adapter support in Original backend, use standard *ControlNet* extension  
+    - lightweight implementation of T2I adapters which can guide generation towards specific image style  
+    - supports most T2I models, not limited to SD 1.5  
+    - models are auto-downloaded on first use
+    - for IP adapter support in Original backend, use standard *ControlNet* extension  
   - **AnimateDiff**
-    - Lightweight implementation of AnimateDiff basic models *(1.4, 1.5, 1.5.2)*
-    - Supports SD 1.5 only  
-    - Models are auto-downloaded on first use
-    - For AnimateDiff support in Original backend, use standard *AnimateDiff* extension  
-  - **Kandinsky 3** support  
+    - lightweight implementation of AnimateDiff basic models *(1.4, 1.5, 1.5.2)*
+    - supports SD 1.5 only  
+    - models are auto-downloaded on first use  
+    - *note*: AnimateDiff can be combined with IP-Adapter for even better results!  
+    - for AnimateDiff support in Original backend, use standard *AnimateDiff* extension  
+  - [Kandinsky 3](https://huggingface.co/kandinsky-community/kandinsky-3) support  
     - download using built-in model downloader or simply select from networks -> reference  
     - this model is absolutely massive at 27.5GB at fp16, so be patient  
     - model params count is at 11.9B (compared to SD-XL at 3.3B) and its trained on mixed resolutions from 256px to 1024px  
@@ -27,7 +30,7 @@ Note: Release pending `diffusers==0.24`
   - better autodetection of *inpaint* and *instruct* pipelines  
   - support long seconary prompt for refiner  
 - **Model merge**
-  - add sd-xl rebasin support, thanks @AI-Casanova  
+  - add **SD-XL ReBasin** support, thanks @AI-Casanova  
 - **General**
   - further UI optimizations for **mobile devices**, thanks @iDeNoh
   - log level defaults to info for console and debug for log file  
diff --git a/extensions-builtin/Lora/networks.py b/extensions-builtin/Lora/networks.py
index b01c75c7a..015d2cece 100644
--- a/extensions-builtin/Lora/networks.py
+++ b/extensions-builtin/Lora/networks.py
@@ -167,8 +167,9 @@ def load_networks(names, te_multipliers=None, unet_multipliers=None, dyn_dims=No
                 if recompile_model:
                     shared.compiled_model_state.lora_model.append(f"{name}:{te_multipliers[i] if te_multipliers else 1.0}")
                 if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None)
-                                                                   or getattr(network_on_disk, 'shorthash', None) == 'aaebf6360f7d' # lcm sd15
-                                                                   or getattr(network_on_disk, 'shorthash', None) == '3d18b05e4f56' # lcm sdxl
+                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == 'aaebf6360f7d' # sd15-lcm
+                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '3d18b05e4f56' # sdxl-lcm
+                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67' # turbo sdxl-turbo
                                                                    or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx")):
                     # OpenVINO only works with Diffusers LoRa loading.
                     net = load_diffusers(name, network_on_disk, lora_scale=te_multipliers[i] if te_multipliers else 1.0)
diff --git a/html/reference.json b/html/reference.json
index 5ea827fe1..babc3cfb9 100644
--- a/html/reference.json
+++ b/html/reference.json
@@ -14,6 +14,11 @@
     "desc": "Stable Diffusion XL (SDXL) is the latest AI image generation model that is tailored towards more photorealistic outputs with more detailed imagery and composition compared to previous SD models, including SD 2.1. It can make realistic faces, legible text within the images, and better image composition, all while using shorter and simpler prompts at a greatly increased base resolution of 1024x1024. Just like its predecessors, SDXL has the ability to generate image variations using image-to-image prompting, inpainting (reimagining of the selected parts of an image), and outpainting (creating new parts that lie outside the image borders).",
     "preview": "stabilityai--stable-diffusion-xl-base-1.0.jpg"
   },
+  "StabilityAI SD-XL Turbo": {
+    "path": "stabilityai/sdxl-turbo",
+    "desc": "SDXL-Turbo is a distilled version of SDXL 1.0, trained for real-time synthesis. SDXL-Turbo is based on a novel training method called Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality. This approach uses score distillation to leverage large-scale off-the-shelf image diffusion models as a teacher signal and combines this with an adversarial loss to ensure high image fidelity even in the low-step regime of one or two sampling steps.",
+    "preview": "stabilityai--sdxl-turbo.jpg"
+  },
   "Segmind SSD-1B": {
     "path": "segmind/SSD-1B",
     "desc": "The Segmind Stable Diffusion Model (SSD-1B) offers a compact, efficient, and distilled version of the SDXL model. At 50% smaller and 60% faster than Stable Diffusion XL (SDXL), it provides quick and seamless performance without sacrificing image quality.",
diff --git a/models/Reference/stabilityai--sdxl-turbo.jpg b/models/Reference/stabilityai--sdxl-turbo.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..5a4609db1c7d81e434241b8c165a28eeccc5dd83
GIT binary patch
literal 88793
zcmbTdbyyrv@He;w4H`mlOVHrKZGi-WySoI3MS?pdxDz~haJRtXE{nSbhsAvtUHs+y
zySw+E=l;68ny#6Crn~FuPtQzuO?B1tzvm6W8#yUiDF6}@62Ro;06cF3%q2Z-ECB#T
zMF2AZ0KfpCAdvx3Uvfw<EQ&<_zw=T^9|6e!bN|&#At&JF48VP1r5FB>OkViEHve<|
z{>{e0mEFO@^*t~9C&2SEKmvgL>eYYgg-~7+Dh4Vl3JNMFIyxE#HYPSU7A6)J4({7G
zIJo$@SXgg}-ry6wBP1lm#v>*ndPnm19pStGgdicmv_V0Ajf(pE9S#=GyZ_Jh+y%hL
zc=ghEWTdx%SNKTC_(;!v0P2^XqrQyEf5Y;B64I-eKBA#xyvD?OsQ`Whc!h+F{0as6
zzh1x8_IoJ@px~pv{lNJJjX?DqI*rpiuAlL_7_{QG-GpjWFgk8i=fKyPM8qVdWb_P-
zADNhWc=`AR1cfBNN=iw~$jYf}XliNe=<1o7TUc6I+t|9ey19FJdU*#0hlGZOM?@wh
zCMBn&{!UBJ%P%M_DlRE4`&(BJZfI<3Zt3am>xT>s4h>Jw%+Ad({99bwgl=u`?C$L!
z9Kz2pF0Za{5Vv>#;X-=B`G3*>0qp;Q3;zYzD-;xD6!iaaA-(c=VPt$1)DN6!Z@;Lb
ze{&+B;rfa3PCP!hw)-_Lw;GJl)OiY%h>mBI9{wM+|3UWu4p`v-FJ%84*#C`d34o1^
z^z!hK@d09hhgo;Qa$=%>gF9^rE@sR`3$af$JlArH)+qDNzl+6j1xuudyY8nCoa3aY
zihRn&^XVePy1B~*wDwoDxMCZb$lv5Hxy))6%;z#N=U4N}R<d(Pw~wZ$2qUX2bizNS
z#<f_tbo|ivaq%nF*JnQ-qA4C3+TM!uKIkC0RrfW5<xSL!yO9Jr9^AA}ksESS7pLP^
zZwBB!FwE5JdxWGz<`jMn_h-vopUa5oEPUCDqI^q@*-bc>-jBldbyop9=eO$(Z$)b)
ze^l+b4H2iORTtkgV9A?Y--dviYjx;0U(0^D0{#7kp<-Nky`Qb*)LxVRGBw@Pk)Q@;
zM3tAJojq~sdGX02ocoEbBPf4S$M9W(C8J8h+wgpn#nxuA=@S1{u{ZVP6JggzgwuQa
z<t2{DgI(JLjqiib)Ro{Kgz_?oAO+{LlS6B;G5dRFTds|$grW1RGVMe=BXFkKDBrQl
zT$M-59}%HBCVpl9a?UQwiRqS2s;_1Yi{zXKMp+wYi^WjmI3gz391L5uB?bGIHdWAT
z^o|3}Z9gVCC;i%wbtAei#^#<JPp><nprO3P{%nRB9)15x$D$w)!RsN+psNZ)Yc>bH
zAgh5-kTIGPlsXCknyhGGr*<3Gz2E~M0^gJuM@&w?QtiVt;De$(G4a=DKy5r&Y~#I_
zS|5aYH$I=q+TRM1x|tgJKv}S8>%A9tc3Dn7aYbM#StCYDK_w-v@H72hddsbSqF)T5
z#CCeJch4gPlva+Rlo|<kq2V079iga3G2@-U_O+m^Zk~lXZ#y6QVj7gc!o?AVvK7E1
zFOyoSeDmh_B=gt&s$NAqcWE)ix!Rv5SpnuXi8UglT6uPq>x`aw%`~Fihfoy^=fXZ7
z+S(kNH$_dx%jZ7K^a$_9eW0o?%Kh|Jgi|jar{rG9-1&3f{0dHti2NVIax>eSftK7#
zIj*bL&7!4bBlB-Rbz1rcROZYbZ!K`tmip>glz#X%rQsSW>p_8%TeKEcpMN#3{<5Oh
z^G&d+?Jw|fZ-6Z5a#FVp&{P<XliF1etlBs8#*Qux<()<4V-*HdLp~RK7Pbu@YXi9}
znJ|S&JGg%>?WZ`o4kA;Ba6`HM&y=G*cr%mhc?2nyBtQjpW@oZPWl!%D{bp71TFSp_
z<(7^e>4p8XcY07@A?QyfKMgj4<+U7$-_?;0FVSK`rP9(OhKd@8qy6d(g&dsICl7AF
zZ?O{px#{<-+*DrV?w(x!XSk|dYB;DS7<t>Rk%=~dTqs_-?JAIHBQ#5e3ZqK1^w(&t
ziLi(hAP)?hm`T6Azn+-qRmOP`pW}(LF%MJfjA55rBR2bpDh<U2F{`SzZ8OQu%j}7A
zJ-APb(h2FU=-a9dfIcwMas3DhBmW^fcX4Gi9I@*+UbK7POI$&wF*p13hen^G^X&D%
z#2J6;BY)Bvw<er=kCYoy8sVrRjVhS|NeXI6(*)YVf>389&j`y$vfXp2TO^5!d24OY
z577cO3u%{q$0)sE`(lI=Nq{Hq%xc8ZO_5ppeWJu;W*dQHt_@L3b=dKh@R6{<MgsJ^
zP94$(RXabyS7zs!e-E>u;uUff@94-!VaFe0cx<y=o?>#Vhb9vjye)m;$t*k~ghXL)
z;R7dZRIP|g#(#!g@K7Epu9R0FI-iRd#8J&Nhc>=6n-W5+hHv&h87ubR$uTG=C#?aO
zG1`Cn&Ik-OCMO^9dA&Aduk|sKT}n#!Ra>huq8r+rJL|?KrkbHVlbbjc;nLK~xpijs
zXD`n7UDdGDj$Y<Ij5<8?R}1f^=oEqOI;<7wlygf`rTl;@hDcw?O8a*JWZWF{=@q4`
zZ*84+`~$XmHLUP8ruk@~&_n{hFranP43u!nag}%m{GHzI*e@&^SP-MApDIOg^ms$1
z<KioJEGQR}AF=#3wXbR6qMh(^t%YOYH=(0!>Y2*m5s=d>FH_6+OdD<x5WlKAGv_Yw
zz5c-7TPfxFPWfDf{)UX4<TC(c{&#}l0MSUc=VdX42HnYQqimsn*lw@hZS)`P%)Q7*
z`W6JsMtA5lAlOP#i&l_mi?_2O=9+6q)B)j<n}xoiIJUIO?zqD^>cAIzs5}Lz%7BXf
zdmzp=l-Rj-Z}`hKV26IXfbw%-hH!8lxRO@cO3m;f-Z)PmWf_&P4Ac?qJdg5i-Y|K{
zXKdbW&WWHV@s(N{oxg4ju=pGQ?v^<yK5^l^ytN_F-k{eQ&l9R;c-{EL`$xAnZKqt{
zGaw|UnjgoVBA`An&Qm+$Y#p%GGIMoR+bqjw-Xzw-iVK{Y$<DkmlHBBoZYhc@m7wqY
zu1NOD3C!2<Wx`C8d|k!fRrCmvn@|1LlTXSO%f|{YJDA;BgK|rBgL+WS7Y`8+f(uK7
zXZ7BBZl?~XtSNa7V&m1KJh`c*vNq>WzB8<3FCNDNuwsnQ40atE=fZu_VejnEJ=K*I
zi;?j&1B5y&q-%*T#6-8^ta~^_n$C>>2&HzdqhqNN^tw~&n2eSZk^FG}EP4r4Fq^cc
zSTaE1)8fQ*g<e)q3I_!GBd4iu!64}p(LvjLkpX&fUqvN0tTkBEu&Jjzp4t!`8^1TD
zsK{o%hy8eu%**kv^|iWmcNFJx*P$o0V=1V+1Ap3W5ZeACp~WYkDc(MG+u769k24-I
z?*tLQuFcP7*Uuq@#L;9O%HvA&-r=BkcOn}|Q^X@&6chMJwRC=>XdS)Dk-(LA6Gd&b
zAykqc6l5g4>3u+l(PlmadU!2yJ+K`po?QJ*MS>DX5h_e4Bxe8cja?*Qv|WD<Wx{&r
z%Z2iq3>sJI;*3@0m-`P)o5>D+IqOfC2A4D9e;Rwf2#J6RRf%nq)zf+0c0%GRq-&ae
zCxVHc0q^)3>8!wh)1t@-N`02iRuz}SXTXCdha*+@@O=)pmxa^M^Jjo-rQhH>5)gZx
z#nXLpARicv_u&1XkXzr0FklU5vk-31qwRgj697TRi`zj8CiiwmJOd_6?s|?fsjT{_
zzXi%5|L(H86eJ})eFhM8Q17?cZ-2MBesi#OA{^k9dGeylWN&D3kfQpOQ{wl^8DohO
zBl=;|5NcGn@Cu-A0XU)w^`t7_iLJdSwvf&US72}>PVUk4vAomDkYlU5XH~ej#i+1O
zEB1~&LpZN{N_izd(@fys*m>aV51`6r^Oxlukx%mgX*au$d(3)}xaUXg07a_h9X(S&
z`IQadEeNyItY`}>Gj|1Ih^3WWh}UlC+HCq+fBrh6#x;jD=P70KS9%{ua#J8Wk=Z+a
z+(<Hiid-dZf>jv?t>6zciya+YWQ)uY3ull0vV{iq3TRVe`Ml_`@=jaKQ1Q((0Ljx*
z`K{-D@0~g8)R>nSh1}tHjl>05^;ZNEY|j`j-G{@kKCSvKNTxY<SHC%yR;~Dhvv;DB
zdQ2lvh@iZ=Ulu%LW3AQ&mQUNiRM5D@O697*{Yo%04hnF)<em35w|D8!!98R36|+kO
z5zE#77M(36dVQPWbUh}X0Q!FIqO9S&Rq!AR2Zsf(>ovmPO&Q+`rzP0;r&fKEVp+39
zxReZRkl3-ZZW$UMFOw~wL}V>{0rt?-_dJwt_*C7&aT8+E+FXhhRCY0}$9=8*bd9Aq
zV?M@R&w!wo)tvql@uU7b$+`Uf_}iNPk{+i$;cukQd<_6oj4c7)mW0UWRNBNkpnmr=
zppK(2hg7%M!)7z>xWbY=;YcIi9zU!ER|5Z%@Q$9cVkrb7>v3gCmx!1ZBzIoaxs~tE
zsmUat-hyO*;EpZol_a5-N*j0z?2PeqV+iB=MT?CqOqDD;EpM_DwF31;h52-M;`YR0
zA(VQCx1FvRY3?P5ZZ3@J{7I^&?d7OnFK1LrtAvgd9$v`2^SAt)EPb73%aX@ucbRdN
zDbmaJ3~2MJdV6%84r@;&=^t(U84$U|wZ5r)(SL>dS~Se7@-W4SuqI*m+#-~hqApvx
zraJS9)>m`-iAmbL;d)_8u~^BnA-MKyvvYx+rBU{P2q?CLUft+mK^k}WajRfK^gT6^
z?HiFkNBg`m8YX8x?rU5ht3SuW3z-LZSM#+|;jT542FO9cWp_Tzx&~zPO&MAWY^nn7
z2yJ||q6Di_rC_GxI5}8MlQDtuYkO|g(eSBG;GeLcgID8HPRBkv2rDSlRRE#h0e^&b
z{L*rY=EYnp;0Hwmy1)tst;o?tVgfiejJ(L#?OyF^oNS@j_^qwbV^+QaLhWv|C>BaM
zu_&LlX7Iyr^7VVFV6%4r$U`!Pmi16KW4yys3opuZJN#t<i#N>>Wnk=z8SkZz!SHuE
zUcw2Y1{}pzZg|-5Z4`IjqxJf*E)n?+$7rf)Nt;WbA{$nRKt4XJQ%(pMm+-k5*_}6U
zt{#67&^yUOc1fCm+%Ip)CsWgp%Kkc6c3Y#J5(1W52upfwdGBpmX?@gi{R-Xbt4_K|
z>sPfY=}ST@iMShlYTK&d^p=pxx*2o--+JS4^9-JiACFK}d6QUmwKg)3Fo)CMo4*Nk
z0^T`v^lpNKDTuoYNg6-2<3sO~?+t9JYy^et?&d^_WW~si4$Mf}m2>O8^wkmWe`Af_
z;O(gR@@9;~qOU8sn`ItZCbFYXVoR3WT8Xvp1jl7r(uZeu7%r3>6MvFJ3x#v_^@&A4
zU>}lsQ)Relbuj3RQLbhUOO0VdzL*FQ=J0d#?10oquVnd+<yL=`dACo6Sh$m{>Oq7_
zn`y)6==q7K`CP{Ml+&dg)eYf)wFI*(s-~V!Izo${i0;&9r4L0@OX#aY%*jg{qo2r8
zzw@uX*Ehyp{@b|P_*w87V4{sPo~>V(iMWD!_iphA+pWn;rZhT|g7int3F)$84m*e2
zCF|=L!ioa<YQS-{Pp@z!cW_kd6YIpd+azG<14fjsp5~M6j`&JMAo`2=cEsKV;T^>j
zN&30?do7M-d+i3luw&ne@n-<u0}}ih5K&FrP!H?B<IZ$!jvM}R#b#Veg$E0tabkT2
z0C&DnY~vNGl`~HFT-&$-^RM+E6I~~QEXD9a)kNjcT{T(@(#S#l!MM3v$k}lFwN1+E
zcRZd#QK%}PS-UQSjArPqfNJ`=GKIlm5fri~mo(twuw8ByjUQxiUICp?r~H&x)F@&L
zJrpRkrV_9FE>2baqV~OMgiCmiUl`7Fq(KuF?dMnchd(XiTy4*ZmnSZZTgY+hwJWa2
ztm8^Y*Y7kpXp$v;)Ii&i%W}{8?uC9RM0Rjx??txy*WXv`VaV3ye8lX6A37iL7*e=q
zGiJ|_<AFLn#9I&*D@dL?=k3gLTutq%Eeo%(M=LJ+QbKEmMPpv&ho_3rC_505cP*G0
zW4>4MAM7BR<<)nMQtSw^O0<q}7_Kfo#1)_d|1BrAvpfJd!{@{P9Evi`y`QNs7py)j
zHmTKL&h;>RnE}UOJ{!s*{%`xA0dMVTg!R(^>n;pNmUp$gaW;!ssjW=@gU<lu<&C(W
zIq+;UdbpdQ=z_n--pJPLHzL=u9oq}wj}%U^%toy-Uev&+>GWqnq%TL6bxTg@_63bW
z!F<{?K*yQWsBS9&r@K-d>*HId;l}TvKrkUgQC7N$0XzLnR2T=Bc@7@%OU2O>UQPSL
z$=2W5?Kp0|atF@rt{elC1;RX8pH1O0$+Iin>Uot`BEvt@PlJE}p@ZO4uob0_&w|`Q
z;?v|9{}Qjj)UOpuT4f5CXFz#2A2pBtKCXbs7Zuw^2xuGrA$isr$>4^zDL>0-;cYQP
zT*QN4!9b-gN0|-l1>_KA-hTA@812*N`;q+-4PU>!6;CUJ9$;j&m<LS)9$HI2ySa-J
zuwsWUCf~H8Q07>QMNN$G5LQL>WEW8H5g;@<8YMGX4UU)>*7tDsZunGwsw~$G@~iYL
zR%x7>haR5mhv66CC&<5b`jKBrT&t?>F1q#@^FY9m;Z&qMz@J4h&XATb{Ojk?-VAMZ
z6{;WpJ^RDQ#7)N^tS47=kZL!w_AZKBWNKF9umER}pse2Dn$i;0IujNZpm6zo`^ha)
zTT1>rHeD3T^|q#NrbNmL;Ap5{@s6w6JFh@HOxj)dgH2^45e_wb+Vv^3ew1z-I6mLL
za`Kutdzsr<U7VB+jDqL*y)G~Mgi<5N*t-Yz5b3y=W|qPrZJtQGo#a#>SNL&AF;c}z
zrnb!5az9M<A~v~g#zLC3+;ui0dWRrq>iEp{-$SdQf^33sgW*u($ug``zPt#G1d)3N
z5KSeBVLHWqTxo8k0Df_^qBFfwbiyC>$?(7}Kh-`n{WHsZZ_hWY?8Lk*<%z>FG6Zxh
zx?f4U1jmR8(a%>@<=gjIFTL&kH7vC`G3yWRx9(tWX@g5bqHDXoh_W^N$67NJdWCiT
zrlPOKev~9t(yx@1_g{;AsqwdipBOa6L$5oJUR8YgjdsB`iUg7Rc-JplVFa;~XDy3Q
zad;O%XtmD2T&ah2LuWwcL$-8hNK#n&Tj%JPEq=k2)b78;2qnRr0Rt_D_=1kuW%Zr#
z01QErJ1wWAj%gkzV~Z@`GBV^9vvxi%|6yb|2#bHH%<T=d|M%01EXI~_C;l_wsFFHH
z>q)O)D65ce@4$dCclHu?F+VV!%>bVL&@pKTWUyl`kZrpks-nH1v>#X}=XxFgJDPLf
zS;_WZ_a7p^UqW3gW!#=wBz~}<?*g4X_UVMAi(J`vp=K>CDK1WIBYz#ejhDYSBZqM1
zODV{oTPu<UbUeiROPt(=B@ZXQhuA|{T4boYs?E^L$1SfgJEIUhUtJ<KmA8sdA%C7(
zUpX<1Zt_}$$?%U@PK4PKXgR=^dU3({F~=8#n^OtSgdeK%u7bxRMAfT~KXn62(Hon}
zxPgM&yQO>&bA^{Rlwv`-4CfR9o?5AaC(nTC%BDS<zdq@-^H=0=(v_UXm+C5S;}67K
zAD6WEiRSmRKmQp$TB|!_CnK-eqqs2mdt_$4@29;vfi>m?>+Fp`=&&eai=HWi{gu<%
z$(X&YYQ47ai0fO&QQskLbRkDJax*{mqr&`KOo=PBKCs3D)9{yARkE7^II!k~6?z!I
z;qf%DOaBxEJ2P0jR5s-b(LVdSvA*T@bQNDkr%Q}z)K2ise?%(Su9|lK*y=+`1<5fx
zIs-gd$MxTlMm~LEg~2Zx=|Nj(=!ju?Y#z0DF5U012(=Rg55L*S>+JiLKLfB>lxDnu
z;$ak2(ujp&{xzWNhKV`-;3aQaQf2OrW=}Ww8c_dUa>aImt=Lm*5xRxv=Rx)A5$Oqh
zkrD*mu4~gy52%x5u|rZHO`cGo!ByTd^3wzB@5JtY>g^G#n*_6vUM&w+frVSMY`ysX
z@4Pr0GbzJ80WQ<E&j2vEv<O*oMzojQ*@2f2=lwI_M^MO}&jMGmo=5xGt<8YBy*|R9
z2`lGs?bql~T>^@|#!k7tEBW8Ov`0p)O>2Nr_i2nI>Jc6vvR1+|sxWPaINq{uw#pz0
zIv;&ZDYUike%?>KeSC!*&9v{2Tx2<v*KJuj&s49x<D74kW3Ce}y1n~S^ThrxtrJ;#
zskD7p*g~PeK5@vOD(6rHPZuRV(Pz`flg53WeR=t%Dhk6AR|-|Ba$r{C&0+m2t7GJT
zKT|Y3SL&phoPH3DlKRWC{_83Q;<;5E@M8fzIzhjj=~6y)7F(%5avHcXY4GkvNzc0b
zQ>zzM&gEBTO$X9P=fyYSq+xiQA@6Kk@s1$~pqdS}G&;6Z4XG7eUaCCtKd*lv4T!mo
z`(TTK=}EuX#@aY|QJ+|B-aEeWrG&c`6$6(FpR$VB3vDYu#_9|UzA`KiiAR4Q$kp0Z
zRehZf4!qcKjOAb>eK<QVk0#tqbwG))0Y;k#;sF=@(F*c)=|-LK)e27IhVAK&8K=Py
z9GjG8{ba#JWPBM;rA7))6hu?0mJg_YnQQ4e{8W(L)F9qgpUAtoP3mK@3R^P6j@&I_
z_~y0+ZiDK_gsoY$p{3&G^xh>Y4i`rYLAzM>&xZ3gIp2)cbsq3wXkpk){L6(F25%NV
zn{QRWigQG{Vf$v=5jNbx8s|D+>z%pKiMYQGsDZyrNj1W3PCq~V5Wz|>JaS)d;&P(I
zYsR0;)vFQMD&5yf#>m_N^XK)r4uh@b{yBt8dVpBzzu>fEbfcqCdmj{AIuGwfcjb>w
zwDaokLK_#7#;7hfvTSFRVTX`k{5g#&18BK0bLJ;XH7Qvo@UF6!_a}sdbTMdZ1r$!i
zP1o9F>^%ZIw*R(;u^Osbuys+i(d_y`@xs=dBbL`*{+^OH0X0_4AKVJ(q7$VKv~%h=
zBRRBTas|>Fc7z?HGBl1*h33J7f*eUy*IG<cIfIvFpn9K1WhgWY<3!5qcbRw?Z3YT$
z2CQ|cgw@WGj}+zLInwn(f(!z){>-Ra@$xJC@Yr*4yj^hb?CF8aL54l+x-@3%Pcle8
z@;{`=l(mg7#gIb`OV#L`yJ>$*)pOPrMaRNEnh=0*K;}GsZ;D-l%WQg7O7ac6WF@)Q
zNH+P4PTu%KCOBulI4yO!B|SmGawkr27;LG9A%weF=o1tZ#s8*y?LC3k2h5S?i#UI<
zc_ur!6tvaXkU~VH(vSdmXlagz4KBAJtw$d3;cq9aHeJN4votmr(B(A<wr1GS9kpIm
z>JodvCNU1%h+(^I@-mT^(rpd$oJRwCXZ~+MWJZOXK}E(&E$+FN<L?usmMQkvifgGi
z4eK@Nskz7cG?N7vk3ARqa6ayPEQw5a4S^he18tDE8x2rZhbX!CxeXcnM}(t<OW*3~
zCdYo!>dA5X2Vcv}-|?o^<4E(4opw6{h0jWQ4onqLUKr^(R25i+F7a!zby2Odh=KgZ
z+LPn#6is+rxi`%f%8?Gm3Z3-q`x2$OhVKiJJU(7QxaBhqihn<RhHJ;2iqaWM77bBW
z{UrVJE+aV#C*OlIR`$qnZa!f~W~{Cn>@=5ulC>;+0HqXgri<mfJKQ~ZofhG~Q=XqF
zzVeS24XkRTGm_@u<p3@OciB~eW;-{r_%Q*BefJvYT*+U3`=Mtc?o=PchTC2?M6`@Z
zs8v7*g$T<vcXQ?5ck}|sZ<FX>blr@5I^Dy>n8wDE;LBU(%jy=Mb@cw?<5!%`v4AVy
zYF?!Z$mD*U=wr5+Whd4HPp0h~oyUAl<R>xqPA{5gK<i=v<{g3j^z<-~rqNtkr<TRO
zi!l*UwG<)U?QydN{8pVCUT;!$`uVb|SZxYAo69+xk=VpbNXx_``LE15ntqJlrRN!7
zxxU0=gvj!35iKk*?7N2h-|b4;2O*c53MCqi<sP_uD{d|6_SJSwa3%vtNV^!1CU#V%
z-bT$E(|TWhQ}wB7OdEgr4yRiZ3vygSUF9ww&cB_Hiv@BmUA2lIG;<E}luHij5{Rot
zSB*{tiq#V(!{vH#-pe=Yg;HMV)d<g!pyb$X<#=aoR)@GMhXsnqOIV4_n95>qX72q^
zE_7Bc7ILmH%x(8lOK77lT|0g1Z?-X4v)gvedNG=4DZ}v(&h*AG4PM2zZhhA%-3wZ3
zCnN_EjPG_Nuu79X29RxhgVX3A{j!EUIUi5F^D(gxQMt0={2}umDce0$EylWCDD}7y
zl={T@APIXh2R;LEvp{_wiWY?t3Fu8aBggFDn*rYQoe^!s1)f{IH)NuX-*5|yR@fKq
ztB9Q&p8>{eVBZN-v*DaJ3k1I!Y@$yYebH7(1h&9qY58W1mUu$oed18}RV5x8f>sI<
zuz7Ef_qirYVfy4^M_(LwZfFR2MVDQaq?PikVD5|{77-Fa{PTg+pC`)tcsGG>AR*U_
zwwiDfk>4{^%_)nf-NYLr)0oF!NKfoVE%r3_3?R8OerwDT3TC6aIC0OnU1xqeNOEQM
zA-iMj?m+nqTdLF7&y!izmBMlEMXkD{bgTWIGBvx9q1^06q+|JUxM?}D{t@I%B3`n^
zdjLs~tlb$_Y)xBIszmMYT^_6^9JNBF@c(l|m{`fS0jGHV&E$-)-^H^FBcA_ZSjkx@
zHV9tQ8eO58l<!h!@%Rt9h#B>FR@oP-xk*zmF^G>c_m^g0zln_V%9kJHrGTXeG2dM0
zU50@j9gP^M>r`@4oRvkSh&Ob2oUe6WYs$*y;Z3O>t*|>v=&kp!q7noMqURK*-5$84
zPyJS@NAP4fB8q@yDNF>@ZJWXwG;Ob|vst&8@kHO&JmVIFVlwQoYyCOoGp6s~{(p&G
z0O}o;BYrZ*>+9eJy`=AL;pcg>LXf{hKfzMU=z=ASi%Gs5&j8e~2phra2c|93E7UBH
zv0@C}SXkd{G<3x#^grX?iIA5n-D;Q1)|UZT#>(YJe0eu`s2!<ve|jl=xalJQxQ%zW
zX2O_!KiK1qNrFW!MUHIey9@3ARjle;Yk!#XWPaP2(iT8MShsN^Hqus)5<v3ghG~Du
zpL^teRaO)!YrOfCoD1FW*+-`opIjyr^;sY$X7{nos2-(l61*yny(98VyeC?e1;N(!
zntpwwYbFn1PP~?$g=TEB=Q^a};H=4rMhozcscV-WOf6CdM03(P2MT<PEQV(MxbG6H
z*4s#~@<~d&!0R_;K2V5rz;X#1X92@aAqqdk_H=ucxI`Fk^DQSbcv@q$)?nQf*sp<(
z8~$$l9@COmPECJUa+E-gS@OBv4%%=od2;uAlJ(I(=TXnQdB5F)1r(asRO}URoTU+3
zzD4S3ML<J~%?4WezxVcV5*sCfyGG-eP1Vx!eShjYt~yzs&R!IgR{=fY18IvanbS$8
zRg3gb&Codf&O6C1eR1zEp!1K^qYK%#0dINb8(D0LdZ>Ct^{I|QRXmLL2?B*tg;d9<
zW{3chTlV_`vCF9l-Yy$|(Ro&f_|AHVG?(FuV#bTXN9M;6&AKlXZsbSk2&x?F9zk8_
znu_0-<vDmALL}SzivH_kfyxQO`{6jGBJxZmv<E>taw#;-du~7}GKUFewdiL6`e`~h
z9p3=JJXwIIBL_C|lUTDh^uU4E++AB%^Dkz0jDam!<4U+ahPd<sH_HM#fuc}%ke)nO
ztKMfRQGai;ux}hFO6;j-{dv~)-skT~*hPoQ8lr61jVE1UH_1j~v-v`~7jH>uOKmyV
z6Vf9%*K|SZbNA>24`f*o74;v<Cd-k`F@&{B=N`J-S}>p6HzwisHA?7?V7<1_&9sbd
z+5Ol->nWxIyXv1!b=S+vSY|u@k_=_m2xWZIV@?b^9Qox%crnrY3<xI+4Ffrx8$hZ_
znc=L%!<bjJC|88Lk7}-EOxOJN%+kr+M|emGf}Q{@*OCff!2*4odzBBaD$_$h=W<GU
zch_*>ZfD^P_X>Y=m^$`Xmk*4BDg_<Pt|S!=F7b#!sP=_v+sw744*EZhWa0UJWMD`J
zdq%<XuvO}gmyo^Dww80M%Vf{yO2tX;@S^ASUOyG{J!<Shqio%Br5kmfbgx9dAzyjv
z*FWO?JE7h#>Ek@NtFbL}rIWE4S^N=t%NviG1gq=vXvJI+L?89B3odWlL46$po<+vQ
zo_G3xN7dc&mA@@tR-49B$5YdXL*(*nH#_T#qd36jo3s<O60~no!kqR>8RzRdfXm6D
zL$$LPhL_XQ@qEk8(D>3-t-P>8M?dUiALE}&FB5<DeSHVAVFxwxQrmDwcCaXcC~1O-
zH?<11ocS0I)IHe6+tZ{D9@fw9+!|6`2!{4#{lQ#@hqTCUd>_saMyos2+8Z~b1MB8T
z<2F~?tBuO;kS(Fe?6SFv4CAuYgpLut7oN|YZV%s)=BJANvqjj^5Igfp(-L5QLRvPf
zB~q>sHa=JXvi-5!fBvM|nt#v@J|T1(ktf-MRcSU)vEiQ)m*C?|YXY#<c}v@V51lO~
zUeGX#RNBtpDONP{bA{(d$hX#Z0k9K|RN?um>GwU}V+E{V|LP6DvnpNs&Vnvt=L%t8
z5X3|CpGyzxbBz4uY1TWRGGgO={EPhekk!&_)=@mb&q+K;hdV+)|KT$%HKsm}$c7K5
zCkvJ^_`T&C%LNe5zv{ZX&>z;ZE*=wU8)sDW!~2_$m~RkjyR#UJ63w@spq$QKiad1s
znLPmS_d@b%ms?u8^K7(DFp#Ak#6Vq)7}<i43u}+g4k)LUa2wmMrHKBjLnIfhc!8WJ
ztj}@rAx>8`ZFsKU#fufUFUD5N96`<HOqT_Ljk|ey&PwXYQQNY^xFXgoVK%u{D{xb+
zwf<>KHjeLRg=gfAA}q4MSbvCq)}hs8#q3nV+1s^pe>WjxC&}%KxIW@?B7yIeVxcF!
z@q`|Z^<|cIbLNVJnelU}+4VQBjVcf1K;?Fydh;W;H$F0z>Y}Hy8_Ro+gs{S#6Y$n=
zU6c0O8P(ipfFXS!qkx#}i5i~M%#or0ILMS@i*2Hz+Qk*vAeF$nEj2C|*ZZd$7nTZf
zBtvBMdb|JS(GNI2D$z14>BTDe=n|?%u?Gm`cRgiE0BcGk!is~t=3eZYs2uIItM-*j
zQ^EMyX3T;QM?=(G4fzEtBw#ktHRz{fGDRWBPkBf;HQpDI{idZJB9gtg!O3&N4^zkP
zIJPZ)TBOT7@%8z;JK?mnD;GIE9S$9cM)W8<^SM8D=}=Gh$-b!-jA$PuyASAe@Nuz9
zj!Je5>s503FsJyUm5Llt{^3Ba=03}IMCZmICQzBQC6HQV+xB(3nR_kgfLi1i^xQ+x
zOf*IEw5XiXcBVy(Xe8VtyyAh|tC0Sx;QZg}Du!iqgshGy9nrvNB{a}3*4c8;y51~}
zj4!EJDl;`b&S7eNT{LwnrYJaRe>S1sm8Vz>zmu!^$~_3=XH})hRu8#X{FM?cv)&#|
zRk}ZNknImXuMT+zILaPB4G}H`ju_Mz2?i4n6MhCJqgaU<;I_@G_s&JNQj~uwr#<~`
z-`~f=L_%`5)E4y_&L8vi!TQ_gOlR$j-C_42P?g~!mhiVLN%vs)Rh6veJDaiTxgmFL
z5t5zcLPAwANyiE0X=)imC6va*lx^cy+j&Di8|#%1wi{KlSx*j{uTF!WS9{0IN!5pF
zv`Dsdlv5QkQtA)`LoY=!%cX#y$ugVy=!BYvzNhXW2mCO^LZ+|Qls_XvT3)`K)MSqJ
zYw!whlGRu!5cU~ZgIr1hS0;$?)VUbW%*kyqOnnB}Xk4pQl63MrHeE&#>_FS7yNqZM
zIn|0bXsOs9pNQ9amWqftNzd9Yj(#BV?oN*HL#bK6vD_KlaQbo>qh%HwWu@L!_~2&t
zEccVs#YivZef+z%d#mK0<Dlql^d3G}SRKK}lQF9U#wfhq4pdS9PH_Ts8{ED;(+jZK
z%-2s=HcSVG?|7Ca8O(AJ)=8Hc=yg+wnpfa!nAcGt8H*u;wq_SR)NFc|1W(LACq#v+
zZKOb^-z5u*^cxx+y;cS_?z^dMwn6H>X6@P*kF=Nk2EviqGF7`l&j8lbg8Okil(IXs
zToF(>9KC-`LIO7GQGA?ogTi^f^UFc_%jV~^={(&AoPI&sqiM*SA*b>DVvO=??shN?
zZxI@UTUxFZHO0{3EM%6W2YteL@N7hcnA?E~wrzhg$R_}jytitvt5!rgUWZTP8IA4@
zSa^jZt+i3MR;vD6_w?5%H@DE;Zjho+crEH!#W_eg51BIXKQMTUC-Cx-HLC|9lqqM^
z5wVUE3kmM`to%Ko@NPDof9E>@9}}yi$jYrs1`;<#V)cZfs{BAJT|FMwsZepk8o@3*
zKW=qKW_x4P{1H{r-DO0Kst%TXge7vYB*`<NBaSc;#M>6>o5mGXmbvZ!j;XN@S0hG|
zUnk}8TEKzr?TY-b=)Y&TEgLYFtU2(#;j0U|?2~AB$cd?qk95-;l6x!CyXoB>P+Icv
zc2@j;17ZU=ImW(B7rafgc16m-c*FeVwl*_Pc}Kq#WR{hmd-r`#&&C%#zI9bjS2Idn
za@zuJyBX+wQ|T*a`Y+zMcij`<lekn<Zj?pn)k;2-t5#P}I3CnT#WxM)++lmXbf1=c
z{grXo*RAW!m~lV7C>MH$Z|vD}$E1{Fm#tZ+@LJd3G40nKE_d94F>myEv7G31GzVd;
z)%-VSW{0Uhr5PVdoon*y=t<8q$Yv#Lfxb#VaQ<5+a`aZC9AxIQTwmv`C=iv}UgG^q
zUloZ7e7W6I!$rZ(tD%hDSYoO2=g6l+PK_LX{f^Fs_#2cv1$%C~_=@?`H%Lw?1{6=c
z>WVGkr~Z_uVfeS1ov1Ma7PKvDAI3ueyn@Qy+t?x(U*RcUML8(ck7~`$zM8<`{r8xs
z;mi~CYC`{WP&>awhFa{SS(g1sYMMm<kHWtr%ZE&Yx;O?8kY_+(^cP1wNVyM|PEkYP
zjB<?s2yKeYVuYy~>3gO@pmw(Zq`z<uw6Skh+o&nygv#vJh5>+G-u2#{Dtm5tx5`}#
zcX%(!rlyLsp@mXd@oRJgOS&8H<bI3@ju`IZGoTML>RrR@BVpLmpB@Wou{q8VV3uAJ
zL53K!hxR_^9B4e)f7h1zWreUk%l&w}*C)Zxc%*_zF<$>}dk`EK@R-m+tG|DfnoZjB
z7UPOKjd5a#;NynBDEJ~atJL7&n65D`@4GW*Eg^UDsEtxx(B%CYMC)Q1&6hIlS8t(j
zKdkpUY#u12uRLEM1WD+6IyF@Y4_GvNC=d1YVv94173G|kIrWt}9z8x@ys5gQMn8B4
zylErppr6LB(UT#G7eKb5lyq)!j+(vnZ&tFMvKlv{ZSk?R2wbgZ|84#?=+BjCVC!#R
zUTpr+il1p2DZrG<yi|44VYOw6plM&RElQ)goxhELrvWPJ0cWoTx<&99MVqdxE#SE2
z-!_*8*vLM!>w0`rpY(RpyP%)k(YS528uJ%}H56~^*v+4uY=eF;8p)X82Yx}hn2S}`
zJMCao@cpv6tY7$9bc7QdX$Z5I^v;T~km;y2mL@@U5+?YrR5<C$&0FT7k-3Z7_EMuB
zSWIcBS{HKaK={UGAp!kRQQir|=rhDebN!3ns8dJUb<s&l!4K{q%!>SS8JaDTORM~2
zw5ZfjzcPwu4>l&*MQZhj*N7pgJ@F<OoSnG&0g7=_ka)uHJjNWZLGdH^3$=&f1ah?Y
zB=uj1oMP)WtiMyaI$Jub3A(Rui`{pIt_8(HSs-PzyGznjYQ@YN3!FVR)D4EaL9|7s
z8_BLtzuj$Z$l^@L0o4{$PZ$Sx4$WnHAR&>C+#*?WEIS5`e5;^rL<M2uzj>_$Med!P
zC7<h9IAcs3eg0B+p=i)%yJWicns7Yhay;%dNuX00Hs?CvPMaQnvH8^)XKU6qim>yZ
zuzjc<teg2;vOWw2RfLqpB!2ddqWk8p*EqI;#qrGjIQquwS`I^L$?~Dcq)sneE05Io
z0pB0nG#k{v=c#*FP1k#kXc}k1A_5>jtv!xn@W}G*pJ;5E9Ip7xz2$aqUOXC{`~y53
zU)ffeWq+u9Ed556Gv20=?3N?BC&-{)bu$K8XX=!0$w>au$ze_zUiK#h7td6mcX*5R
zfX<cqZ|vxOXRpv$XCDr_;yi1S?&fcjb(_BUVO&xYZ*vN&tL>Z`{~8CoD@qzG_Nlg1
z){0v?%0Co-0a;$WB_&EDmOcnO^=sg&vNxizIxfr@M^puM?jjuRR6xWhc5Z{Zp}0@h
z5$IKfaOPRJD25cq9+xJ!l#(8zi3y$L%SyWNc=49EB-rjTmMUH!A&L%l<|x@Ec-$*`
zDTTC6+v9g-55GSH>fZ_5+2IPZ={*CePUbFGMZ%w$os!eIMEx7U@q=AeDbpa&LBnQV
zgYjhob8r5io6C70ffO2Rc&qF=0}9&oisOTJCaV&SecyAg2QJEm>Mhxv-+JB-Tog4-
zhJr=5bQ%df-&y6X#_ecrN6T-xPKdQq59e2QTYGBGC*7!hjW1=@Cm~$(l$Ly&UdRo9
zQ=CG2U0GWGFQS#EArTh(gySfwzxxc3Z1ZcCHcG3`efVMp!s!gFqWe`*BiBq7Mp8A{
zFG;a7cI;wAf)FXTc>?-q#~2a+cthede_F{`#~4m@*B$JyXXZsZ?roW1)A+~s+kQj%
z8v6{|N=efeZOzbAa;X({Jk*DxN>_8`(S1v-(wQeE%<wjT-m~aHi+||EKsyfjm5pu3
z^j}v=QV2;$SjvO=Y+iy5O?;<oSLnF6Sus_+7#Tc(()VlK94{!`p|H8Op*Bfrfzv+T
z3L^UX4}78B%WX^0mwvdDW;=FIVsnIiL{Uh9VdkOSmDSAfpN5*J#JCKEGrbRX6Gf~#
z%NDmZ51q<o2V{f{-hLU7h`y@E1Pf&h**X__uwDC<oBueDCPMoJ=-E2buxGW`SLO#%
zBo2nrjU=|=dhU^4SCQ(9^as$Ef$RUKle>dIr{Zq_A)hh6t-~qHg(W)b{$@*t^0}vc
zG9oen2zE2p-g#@`-pr`7xG~PM=BU+4HQ9Wt<07`!?EZB{&3P18X@<yhbc-UzsqEET
zlnJGoG#R_Q+{=VE7NV_xYo$`%Vrj*}h52Q<2`~7hkx?^j7tBwiF10ENnO#y{)dg(I
z`wX#$JXKUX1UpEn{Cy>avzEP;ey1Qxud3y27bBGY+85Scj@A@z@al)mIj5=4mDvRP
z^72~CI)Sz0#-r^WbV=CILt1wvH9pF3=Y76eHka6Y(Edm02UUjbLcM!xX<q`wPMQ7#
zT|Ml`nxB7a2>GC4LAAey|1$<|mv1kow^@SFLg#}pj5^qt6Bat4TJuKlF-MvBwKLu*
zMx47#w#y?Zhg7QI&yM0E)vjh#u2j9IobPl;cJbI6DG1V%`nh&`s+x+iD{a={OWbcx
zAXQEl8E#X{KpY+XGvBY(3P)PnK*FeP6YNW9hiSU8^<zh++}bdAur|M?*G;seArAq_
zGGBR)Ha;H-oh7dQm(U}Ke2a2^S?3K4Rz?KbL2;wOyYZ970i_4+%D|#x;dbR@sGVI6
zLKCA^&afImrR`^0ZNJwKOjY<93{{O|ix6|&%Q1$O_P&w}&$ZCDV5D~@iTw#WV6E^M
zSZ-frMWmZJsM-zZ{ix~hz5!nGB#3|0DU8A2$~f)aJp%@K;@U(F&cYtxI*3-;j+TZ<
z5U10-F>E_p@t*^05cgOv7fshOmU}gjCmY9GtdW%SXlMSEX2CADN!*niUN%Fnl;}qX
z1p3wqLEl)F-aljgsG*a&+%z5hUoJUCP6)Ew#O{FC0h{>Ku9Vun{O7tL`L|Mgql3u}
z55pr@=m*A}6e0>dJ8GCW_Y=9LYAMY4QOW7|arLQvR2<+AF_3=JZS8$B4*rdrur}%@
z9*M66IP_yR&wiEv=jBHH0f)Ir^`zU3baOBXWTnPxGMjp?$_<Bk2TbqTXJT)qfIfIr
zO*iSQ2n`5Ncg<D^Se&AJ(X947Mt-d;IT_7URjlYmI$r^o>hnoiz|`VvX{Gws-b%F|
z0G&<wh(+-`wD(9xKF~Du5MSD2gah<ycP>BRvT^yvU8L>q6=<hW8b2&}^`p<Zqtd|C
zOcsTt%)Ra!zP!<{YYwijDilqB#PCDac!BOtlj)xl!EH{U+re7v#EY*t(c7h-p84Zl
z$v$$8i_8swUk#J<3K8@6`htR+tNS=B{62vSwoP$-Cw<4pHP6b0o>hJIh3W@J8<Y9Q
z>+2E043)%TXW3gLK2r4f<)6m#M=hGw(QY80f%xOy8dLZf`Hy3a9p!t`wYg>Ou!Pi8
z#^SUw+)sVZK5#k1o92tGo2~%TbsM2?vul05b{?aN@*SJfbx1)oe~yeL_w_#c{JBe9
zG3@?8Z?+Gh<c_o54#U+<^hj<S^wl+DYbvZZ_dRliEr~Fyo0++|-&Op>b^L%j&BYn=
z{%7P>z>-xD=Y9^h15k4_f^LSF<rUg=|J+<GXHd3Fv^InAhioF|yi(8n$u2k@JmH#`
z|G-amcgZ7`*D;6<H^0PSz~{RBr#*1|SZeYgt4cOC6$08Q`r7x?y;bP(RUGA_MEN@L
zy@KhvR=jEkx>NMS&rYCrvN++v*f_8K!R%STB?(itl~InEeZBBA;I;qc8U?(&B?cQV
z(i$vkYQhQpA>yJ-#f;D{JksvfoH-_z?F`&x$A4!RyY~$p_uV<h18Ak!@?W~zPQ__!
z-7Y5y5XX8g^1ENP%OnTSKaN~o4S5@<tPz?wl*+ls(j`F6azO&M+WW8A73633Kyx?h
zEWd>9azX*yxWu;7;R*4goZ|j6J=22^DHg*+WDT3M(JuyA<_j^j2i{pxa$j*cam49^
zuAfiAp_-!8W7>C@ci6||Ec<9;da5=yyu~iMQrE7l%lmN(F98A$!#!V|DCF(G2fgMo
zLzR98l(mgOs3~1f<PO<5<aLYRhFZ2@fiaA7We-6U{bsP=o)<0*4{`E%$z~woVH^%I
z1Vc`2hlou&>wrARhgrOl23}UYCWoA#RqE1@IgY*#L**b*idZqu=vt!YZ=cX}1!zmE
zsXRyh%vVW-U2k+xq|uYV)%Pi#pIh%eyq)iS^I%Ako)lAlfJvqN_r-Aq2lC(t6}(j@
z+$ZWFR1Rse??`nltW1}sy;W>=AvT+AR8Ig+^s4kp<DYQ8bsWl9u;j*LHkv>uXTMp1
z36s{ZvQ;YP=|k9lljMg0FoH+`NDyW=iSCw=y-)?M#xeUcR6L5|KP3)Z&wy%UBiMPC
zh|T)oEs2(DMS7_tcig07<?*G?(ynBLy+S;9tJ9C~NGD4j{&Tr=58BoGo(}4C9x3TT
zk9lj_6PUQh(XY5%W`L212L@fO;9CnUmVLi@7JO-ZYMT>|y!Otq$d<kE<J@GnE6{#^
zG9S?9`=+5E#yCc$z#<8D<Q;u@IuNg{N8&0VX8r9|_3O@1c3*iPhUlqVMZ96kt%I5-
z^2n_QTkDfeh+L#2u}Bquw}cNBZHe^^WGv}D@=FvNw45YmHc5r#PIKVRwP`k~B$b&%
zCH6NR)5hXS<KsMo4b6KctJ3j}X(sD{^H2JiiJ!w9BjRQ6qtY+)Iozlepeyx498`na
z(uoHezFsB0yh$mC>utz|HlyjZ35IdVaFmeZLO2@H7GWVj2%jc6z&-p<v)NX*ax;q)
z9Ai5?MBuu>O~?78&v}5d1AG~GtP1NG>8E09f)gHNkK`wvM+su>egbY${1Q15lv|EV
zIlhz7g=LE2J-t0JqO1$~TH8}*7L{2`@zj1)2v_1|ll?44=Z8^+nV^^*Lgw3&Ex9=n
z^lcOLsI=eveWl<d(&E)swOsZgiyFTADDC=B^-=fo_KEB^9~jk*>%!z(RF`vrXQ9j^
zXc=58x`4$(5UN&5eG{V0n>FU;P~nRV#o@cgQS;#qwXrZxj^|qOrz}4%H$;}JPs^%I
z9sQLx!(*$bTzY*lU4K2~N?p^j*OMxWIalDobMS~poKxuc3~(Zfw@3Qb?`S7}!S(Cx
z?(*PBqZWr${<V_y-bw)ORYrp*h;(C*G|e4vbm1S7o>2}I58uFeWu<odq<fM4)7seM
z)&SN%a|-j9D`qFXY;M@mCbRYAf0k-LK|udoBIf3Uah91AUs<yX&-rDgX;b`VsS}o4
zt6d8fC3%0%%rZH-<HP(fl2w{!%N<k)caFjKCv5YA{{P_UmR3k+RNHQ%J#C5o{z8ep
zL~jq@;;ju0DlA|o6<mrec`8|)aUYUTQ0nO~_t43*zk+r0afy`gJp*1AlQ(u9tO%ja
zc>kgDMW*+qoA4tgl~PLGvhFGU$Gvv>EgY=A6nn>#gBnH4Vb%GauR%5>?@!T7==^y%
z$x<r$k~fD=_Y|11Z!?+%H!z8L`(R1>wY^U>>wnqP{vb^E28?l$<?|#XcyT@$4BD%=
z#Zwicd8yxc#|n8%|MdS@+-pp#zc2LDXDZ;8tdrII;diMqO(M?R1BGtlV3~Gz;DeOn
z>;B=OW*A%NX%};a{sQ5hB=i~ZFQ==6vaNOAwG(gEaM_M~!1jh6RwT6<Ja~{D9N$$1
z))fsKYQbeIns^C?u^6-E2>pKK&oRsJRl;gpU$^eWCc>}(_89Yra5iY@K^;1BYmqWo
zLR7ONRN2}GFj7WN@b;P6zK)UmdT*r!tT|-tqb4yxj6gLZm9Cwg*^0-#0^eod|L`_>
zBOm~6rsR{fH>HX9vNaA_)2Fz<tjtRIE9kJcHzh=NJOAR1iiWBSyNf%%cNW^v@Io4W
z@Q<#FFp<6~eFjiwj7=U7+-uBlcs@lHVCAe4=-mNLNkZ{#wS900&)NtbcNS}q-)l~w
z{e29T+beCJ!HKo%S0%Z^C^)!?+mnvPVx5YAJak&>N!e@EdkM2);B3v|xYN$IzT2MI
zoC|M|T2ZY{TlD3wSCsG9s&yN5NDhK6KvJFv;D&`K^9nLD?|tU_Zy4nE@3by@YxP#F
z)eM4o)D4dR?Y-B=*%FJ@N)PsS(fumh&_rMY?;7*Cmvfid*-ks+@0n1B`{&vomfEpS
zCAp6u-iASP$lXLhDxgA|S7>N2NQL6(`l_V7AE$5iW>b*@<{%pWjL(2dEyso!UJJ)|
z8YZz{Re~NuW@S4-{Vl$d^?!|BoG6gq9sA<keIK$tQEo-b{&M|cQfS&7rN;Re5thh8
zC1tPd4m?b_CL!I4e=+3Aa5Xx9$O(Hs-8Zf+SN!n1PjqzlO1v=$A$F|^_lRVj5mJmz
zEtV&%x<62P8}!RPy0&sFqLj@qQMlY3!R+)5@HSWv*!JD|bC~WI7iPbga%xSi;)Sfs
zW3oIDD`7=JffNf`68-2u++d93R>|ewPOP#f_r6&(%9Q0T*D#l~GNjoFH&dJU>(tKl
zh^7r#F3-ko7LJGcpp(F+%4WcGXF61CqM}gMB!DR#eSI|MSBQ5!vvD5~b|)`hAZ_E!
zw&c~5P&;@F{2@e;InSwMCs+UN;?PANd8DAQ^d){O1}HP{?w+1pl07US{jrawLF&7<
zSfSqp+~ryWCLJwGHB_u~aJ^(%Ze^>KQTn;nJXTV@(O>kg;gf__HQ|CXa}2-xX&h~;
z;lwzb7?gLsv4W_jAsdyiH9Cr$vBrKCut$ljNEXoRXQo~|lQJz6znSsLOD$EFf;#g9
z>AtiB^By)E@9=T#lBdudaWmSJ!uEr5HE<~j4nAD{UjV{DJ-<T~gUeJVNZmSs8Gtz+
zhrVm>Z-rm6AAo#i;5hEQLYGIx_Zyz&mgSH@$2&r(;~2&bbx>5C6NQXwQ<XV#&L@R_
z&R-8ti}d*uSiWV^@0H|^#wgW8fZKPLAdqr84%B>Jj@R~Q@ibl!)3rTH;M?0g@y#57
zG6_k*e2zyQ0l^254P#pmDw4cyVl_+MJ=0J4BjVewHtN~0=CSa^EX!|g466QW0(P-p
z!x-b*seB&&v@Co{p~0qK>9-czp3sM4gA9xYavMJ{<I=FJhNB8iPHlY8V=t+WQ%?_1
zn%!;sm_94`W8phXD=U2?S)SKhSiHg>OsuClWjN`Y;+pE#<5Rr4ks_N=mRSl$T(Yk6
ze(pML$o#A3skY_H-iPe;VOkWF+?$teEP0>Ctu74?ODk)Xyjhr^KIk_RDH%W)IPdsW
zUlnezZFS3QJKL4iZ&3tI6UXKbpLhYtILGH-Re(ue$L73ADzlVbSAUu1>$-m;JE`Q7
z)(`+#`PrU>>rnZ!EO7kl@+5^;61=a!=U%pl#E-Ydox~?@^$f(ApKO@vf_qUeR&B;S
zT<>L{cnq07gY%=PZi^ail=9!{@z_Q#Z{(R;G*DT$ZW|PihbI*sj_o&4jqE3p^*C-7
zt)zf_rw1U8`OYcZx(oI{OFkHUHStc1rs-PGiyF>NNwC*e_JH9Ok6z?)oK~;F&x;q{
zGVr~<_lV+$PMk!l;ba>ffccmc(0f-ksq<bsGgRkmGuW+sVP&F696niPZWNr7J-(IW
znzzL*K5L}Xbl3jSy^)*d-Z+dNTlrK=6$*OY8Y(h+w0cI5<Cv^`L8?JwOmasdkRpB7
z4g+T$`OSQV@gw4}_*de2WRFl}mhcu^D}Z*f0|ktOmE-_0D;ijjX?a0i4p3G}y-&R@
zwW|$!#LCgdD@ZXZkp@SoIj@+07<k*opAdc?+iO<31^tY(V`P&j60UiENZc{d_pYC9
zD{B@{BEFJ5PvR$l{A2Me;>M||_(uM18$+_bSuIP-Lhp&bSrrG<jP@1m+8&X04ej@t
zZ*aFaO(bm_$PjMMSn<$ezH+`NA5LvkrmfP*_UY2XRDyDypIe(2zB<=DD{pJ4YIh!E
zN~$gdV*s}WusaU8su%tj)h{&o#-Ocb6AZ(+?j(+f>0VtL80yu%v%Fth?e`s(YGEkD
z+1*KbA5HjwUef$&V{Lt>>X8^(18fJsu^l}t^Cv}*#@;UY$o>cLX051M7%t=zHMQeF
z4#0fLByKjZ&5k{=3B`S_A8#bRrM^eZR#c+@0Cs+X{7u&FzAEW$;GH?7TQGOt+<;VW
zT!lqF$UK~S3iy}ewz=_-_GX7o(>3dzKUmN%;_@x7?OlrQ1QM>`D{kA7&rnJ0UVbYF
zh{gMplI85bQ@0C=qlWkCuY0-mm%<+yL9h5GEi(FYE-hWHUTwfKyiQl1+?D)uULpH8
z{5klM@dLxltm)Spe}ydWXJ>Z4f#!~Taz0&(q%h|=Vn+kLeB`oxOk0XqN3kq+8lzKA
z%=TZ19~Cuk0_$+V+FR;&5~kZ}?BotixaA#BLEj@hR1o+y>RN65H#4!n)62_iFeeer
zyl&gv9CSU6c^<~3r2V4!e9xi7)5G#4?Rjkf0L=CuhmozXg=`FuA!mp=Gas8R$<OCr
zN${t|UMBGdtt7hMrj4gst0;=r9f<4)a!Jol)%5sW!i_j8bmHuf3m=l=DZgu0OJ3K1
zp`-gy>klWx%iAp?@l#Qm)-(~g56S6YG<fgB`u(qr1=PAd<@bl?k(<cVRzmTXC+}k|
z&ro_&sfv~+Jh6_4zm{aQaLr;RSvI<9{$^&6eW+RKwqsPdhAW#3rIDC9c4ZBg0OuG#
zO6n8#Y4K*Q;n{UN9VX+;Vq{3JB@1+7JcZbK&O3FkKdaVhK3x})_43DMl^dlxsY$Cn
zf8d{FcuV3UU%?FKVqo&rWlmQ(&r$7P3+SH_H9rN|-&**8SG<Da%%TekwzJB(8<dQ7
z2RQC4=qcu^D$|MZ^|(T%NjYKaro8UI%=-)D2aWA+Bhc;QNngy=qm0h0pDd6_$^1WB
z`F``qnwGEO>o&T-n$uCXx{mT|DV%wVMsOH)$2E;?d@4A~QQ4d@;k;B_slrL<dr!pg
z+FQau47E8l%k54`HK^?tQ3|6um0LRo-iMLeyc1sdPksA9c*{xg9o4jP>2SyPaN>Q^
z$f2@J05|~T0oR)LRxwQ{O<f-&QvoUybnEFPbRV-0t$Fbp^Ta+e)a~W_bk}T~rTe>&
zCtw4N0s*h2JPYvl%fh-9uAQgbEw!u*g+=e4Nhi4{y=0+x%=Zaae7uo*A2GwMDDPZi
z>IECEcs|Ed=@n*osjO}U16)*kyCC4wbi9VE9S*T}(kKM+n&z)HN0mlRTwqM98uu54
ztwLvt=jOb4;VrwhTw<<cDd;~#VxA(nm5<62uoqO2$ty3)Ta4F4<kWdnIVscTmDy`l
zTa8Nk>U?HCg0thgk#~*l^LDO&X|AWC8gQ2A;Wf)P`$HBT>tDoMe7>C5p+=*UvE^bY
zs5_j*N(18n{cA(R`YrE>wfh|_O@Q3r-psH;5dJ4)f%tzxT}!#decSsS+Kn6F?cMIf
z8{S>H2Z5DP26*?)OX1yfL-=1EkHZT~kG5(yHU{eM=XVA|!+FQ1TY=~WVNzWUsY34O
zU#x1$ZdOhBED6axS0$|9Z?r<MxJJj1_D_1?Z1tfL@_31EBrmi${{U&LhrHBM&fq7Q
z&O0_jk@%Vp*uh&vv$)p^Da;V5K7=v+MsfMq12&^1nETGTzz*m@_v5Wjrm6<ct>Qy(
zx?wS818y=GdF-I)rExmd%S{;oq=Rk)FX{*Q)N>Z1nU~@Z7Tn%HmAt4Yh~qiW)7H65
z>$vRhw@7|u1+wR$^!BEe^&QeSH4S3s-pE=iyh`KdIr)$O0IsoZb-N8&f~CUAAmcgD
z6>2=YqHoyO_-`$}uZbm?rumvOp@{pujGyOKY%U?QyDuM6!C}XG)?V~%DsPr|XQFuX
z;P$oS>xd?`nitb{g3G@Idt$lCJ|)RxW?)(6E!ZrW#bE_F?0R0^Npjyqy|mM`kB2%R
z*tEM(v)?pDC2-uHIVQZRyjL~k6T1BFNAbRDnw*{4QK=ZM4|MRihN1YC;Jr^lOM!2x
zO9ty!cKJ+-a-jPXE6RKc@eWT9>Xy%zjD{T#6!k`tl9Rf6o}uA_{v`2so^}5K4<(<7
zH29X(+%P+vZv*S~uYUMz7N6s7QqKN3)?`%kB#`5dJ$|*HG^EWdVrfvO^wjza&c$yu
zn3hD{x&>C_{hVU7bp5GjJ1VXPdKC6QKdkR2&%_^(8c6WR#ZM9GYYogv2BA8vb4j>?
zxSl<^uJiW7lGfwnXNn|iEy!+|`MZWm<J!6-Ei7?0so?rdfpu6&>9|uZytKcKqTB}I
z_p165kEHxPd_S|{8SE>Y@a^&Y99;Gl7gseT_~AMK0EB+rk5N><D^2#D4iMb)O+8HH
zc`lo(POXB+6>7%K40$4)q^>xl)%*u}=4s4NTFCI7!G_an@m#exJ1Oj2@tl5gMn@-g
zUAnVvKt{OFHJ37pr!O&o!}@%ZXzj;p_g{qn00i}47kE!oy|J}2#bFPdH?sSBn#bC<
z?-Jb=6uFO@E?exE%3q?jbsrEsD<++&N`(si-j$?ksSzqJCQZkPVe)XNoL4t-WYL3~
z)0r|kS|QZ6gEKxlVAUIoUzNU<tYl{HeXpxcw@QI}4<SGF5ng5Sif<N2uXsu=6D^~e
zBRYa93fll)<Z<{>E0YN5a$YmMlTX(yuY9DMC}###bPe+NBiwL*I<xTsLq_ZesTr<1
zvF2Q?@59a0l9B3O7V#Fnu16fYVoj*q?FW6kjjQZ(Mh~&C7Wi%P;^)D7d+2udO4ltb
z`4T&Pul!geu4~MW8WH!ZPG2MFW9_jCEHxzW-1^f}&@J_k1m0VCirHsrlQF|10@1kT
zSP{q|^TDqJ(0pm*uZg#pP)uX9(j$zPYhkdnc3s4he+uk|B7|e?;+(xsI=OBtjFno_
zQ1VBwcrG>ZKf~M2GUNv`K*|UEV0HY|S10f@T)WeB+q+F?7Wa0SGRG&QC~T_?b}B`9
z&VN^_XQ9<ri_&q|(AxNQ<B4@8lR(riBu0%&k1_hkj1mvGL-<#Pd~MYx&^$?Vrr620
zaP2b53+<3A4hBa|jQ&;hRI!eVT-u;nFZPo5lzr3E=J-La{5nYOwCy?d4-7)=){(3E
zl0b)_`|BNjd)FuM$M(pdM6$H9@tvi^+GERIN;t{D9Deaf{)9gvTvafXu`+XR&7JVX
zW3u?FQi76Sf8KgOhkQ{smhoILm_l<HI3btSdGz$JNAS(}gMKeV8|ZqijoVB{?<Lj$
z0Pm&i{cD;zb!sx^p*>Do`HmA1xp7o%er|kh)wLTxj9wwsJV~Q}YqjLX?Ix7(#ke3M
zfJQI?$FC;68^!Wz{v+|Hh+g8>X>IIoZY`pddW;C%sK$SUk^0xCM;%t0<f$D|)Bdc{
ztr*pW+EVgQ^*pP>{uRE4^=>4Ev`8+bH&BR(WQ#o)p12*2cYYhO(lrT|3*A8J*YUm}
zwJKR8C$PtJT(#>?yXHQZ3zlKB*n23p@6?*hR*O%X_E{u`ZBFcYUSx6MBq}f%58>kn
z9nDcqEo^*RY-F{H*74a%Nl+C4o}<uxE05!MXTM5}VGTXy+WMY*@rv-@YnJzKC9Kye
z4)(mal&6>m2bOWja6Nr0m&PqR(?{`8NTZSMzF_gW3d-KV6P$B{(!P%a9$2(~L&TDD
zuC%wx#{~*2Da4Bua}uob4aG6Y=eB)&)U%|v@!JWdVPPW|L{<g1=eYIey))yT#>q67
zixjtBS&jq&RlY+igNy<PH5Adw9lE32`BCJ$$m&BlJqCZmfm^X9zwV)me<7lbTx0D~
zvD`S$(a%shq=boPv`L+#w^vn3Jg^4c-!VAqd81?-v+W;-`o@Lgj{^9ALDOZFYIl(Z
zSRO)*2ppb!013~fdiIm>-$>FtF{SI8d~kiTI2GWU6$j-j$R5NJE9Y@oX6NlCCvMk0
z%sqH0@<u-KW5T}!wVk%_ZDV2)Q;kKZ`Q+_|7|%ZA6{lzWP53{<zFb<4zYdjmY!*2!
z=EyOU4mV(61B1<LM=ioh`%QlHI{AhsQTA@%aq<_&KMkJ`{C2g!@pYxdx(%)TOL3px
zVk7`K0CfQ2vDAZJ^Q~TZQ}%|i@m1c9c?Ih%n<bNAIQcj#2pB)@dslQhDBdu=k>}mc
z+{e9q82F{3_`|_ATArVC9oCy7vc@(D_A0Sl73@YjSLNq}d|j@5H}OoC`c2lMXK2@c
zRI6+m!9kTIMtElE!24HhD&1~G=-Jt=PjvmMzAtNj6Zqr(qo!(eTiC%8Bo?r?V{_79
zGu){khAQRP?E7V?XlKMa+}Aqo{nTb=H<A?~x6RYDayd2UJi?DVh4ngC7NwI*L+GCf
z`1Af27s8!0RJ)7p@=tEFM-03b>w+=r06&d>ec$|V@pX;m)toxb)t$5r<i!+n{D`Om
zga8e=<I=l%r6}Cz_G&WR?))|J3ish>?Ll?oi^%TVO`h&cd#RBL9#eq19f(pC{uS-t
z4z4uc8+<9Yyw@yY`%T58dFqLS=BVlixaaCC$El8VTa1?8XV6j079}SJ?);4}+S}qc
zh5S|UY)1yCYpC8_O$*pT41uIFh8+iPGo1R?cf%jq>%!NXZI-=tZ)b0QSUh_q5-vx6
zc~k61<3uwmGi%;3uasgi?WsZhwLZT1U*c$&!Fq4m;aEJ|C^sZ{0Y7#=U&E*2UOA)M
z_><v&g>!FdWqYgHDQC7>2tHbpPTYZ=qdax5QDZ1dH;j)T>h)tQIGyL)6U^}x*uw6W
zxBmcmU}yEO7|{MIHnZ^R;^yiz9<OxsLoJLznGv(d3VGtb8nsW~RBNk0K*G`YDJeT8
zZBF0d_Q-rcdnBr$Fq&-VIRGAgtDEq&vtM{FFYNnyW0K}6ZQQ(qFsfG><ofY}-j))D
zWoOBB%FVIVDod44%^vsR8>?+YOtmFeN89slYz6e`URB_~1N=<5&GwMCaifeFuI1W}
zz;nv=>C_7Q$}{&;a6dn(6@4aqduq{XjEH8yB;$K@`kMIX_KaVM_I@Vt)Ox+D#|nuz
zN2Ql=UyOtO^~bev;;{~nu!-+wd0cVrsnt<C=zbIE9}v7*;|*SD($dEA;pVowi0y5_
z;5wg1IXLfH{{RMcNVV%zZ*a)5*?_VvZ;|!K(!4w@Ws0deNoxD-kEP9Vm2#?du=FQo
z9h%+xo-N}40EBwihL-Br>}OQ5xw%c+!bS7^#{+phj=1#cUvBuLM$qK&<QC8tF)OLs
z&!0CWasGWP(y5h75l@)%>G5tRSB#>sZS80HXmg$w@U6Ck;hPHxV2TN2wp967YVHfy
zk9z15;x(2i7~!^js!v~f^kWqippTKMQdMN?OIFW4yZF_i_*+x8()Fdf)9zbky8&+U
z1-K^|B|-TJ!41=%ab0cKh3u!-2BG$J7cwY~orX>ZNHmhDrM`jgIPIzV@g#*?IjCot
zB9d!{C$Pz5y4={TcrU-w4`G_QM@>xmjoXWiD%O10L4c^`Dafs_YpZE)5S$jQ%|csy
z#h6L7vhV?|BWSy{WhpsmnG}8?fmbBeWzga_>f~c}M5Rr=PMAijS{BEMA>EZV2lgC3
zUs^3qnp&;5DQlO}-6lf}*RA{k_<P~qOH$M|U1rGY?WgSWEFb+zW6|XP@EH5Gq^eTG
z$D02DBaTt4T3oFb{{Up)2432D(k~U>*)$dq+e)@m&bad?VYhM)qySsy>0Zx$th}(v
zcxF#He(fWR_iGp(08lZ<U^xC&=Fc&cc8amAFlySKKjW?b9QduQYK<z3>+682GYpXf
zC>S1q@;<ev<I9MAK$cU=fL<mQ%JKq(#(hEb=cN(E^ZZENQRP}2ehcyJT7(eU-5=k~
zgu>3l=K$?sar{7zN8?{TTWa@SAJm=#=gDcehU?|X3B#|xJ9IVK%gq$glADaRK8@C6
zSmYqCQ$H&MkIu0CGves{Nu<LuAj(G99f|e!tlDdHzMRyyB9ieTVljc!ETH}X)r~?Z
z)j!p%ANJ4r#X-`Ul_cJCe7Wh*OjS8%+aW4r!2T6o$Lqx{3cEO;8tId2R`aqU`MJh=
zitjCL(()O+<ns3}agLwo`c}}FE4hs0&7t#shM996(TrR@yo%g1_ODa%M}gW&p61YO
zkn^_~&2}oh$mRA8Jq}_I59`x))nsVM>ZIh>&X1~I=wzkEr<|+D%hrx((9uzSZe<??
z+)a}u#P23JY?|$CJX>oqD)G$|1CXXZ^&IjkQbs0&;2#ssAd5+gONpC+xfnlCYv~_=
zejAs>+SP>8!LrwQ+?PCV@6dPp)H&<1uP-ES-H)F>!{SXBT8B*3^gF0;pBrK^kX#;w
zXSIHh{?J|#u+^gQmZG-l_P8#^ppi#A8A$^_RsCvZD<W|Cj&{@NL;E;*eqRlEE*Nei
zXs+k^-Ztu){vX1-j|1AD^mtPxRe3(2TFwgW!xK@<R(exjrk|rpBeumz@_#DvzuJ@H
z#lOQ(hgVA(-+y$5D3d)tQ<8D%itXFoM};S?&&^-jL&TQ8B=P32cN}|VYnc_>EHm>Q
zWM`W5KM`t!P}F3V*_oJ<cbxKht)jV1H)b4CV(B^WP|U_VggvubEl{3^t7y8Xmu(o&
zYUC{SLmVmrtnH}IzsK5#+BBGeImL2%zNl`kLLPBb8?D7-COi2NKowP6=Bs;L4@&Ta
zh3vsSYA*-47NA!(L#~nP{t3~>rF#-E&RACW!ZlenXmkDHUR7$2DD~)5>VA;^%AOH}
zMEG-Z3}B17aNv%r7a09bbzcGYj{(A~{4RfxuKc+vQ*HG;jB|d`F2};(wCBR*(0o~{
zK@@n7IY~}Ggz`T_Uhn%{X|cbEB$IAhOLSxTWBON{ii@LG(b)BHjaQ|4Zja6#cSknc
zff%m8#=2=)Bmr?(POD|kl01s)0rPg?)!jnTqc8L|-x*z4^JPy{>-}#_6G3iB<V2tP
z2(Lc)$>aTVMb<POBSo^EZYD9iUX|Slk7xy0dj9~8bV_kYEjUVB7@rU{pWH|>+Npd<
z@iq7MzKv;XV$-eW;XIi6Ai&9E{DAkad0Csn==uKfPJ`lkXSpmbwiXJ%d0U}j?~Hy`
z+IZK)qT~04esw#8d)5<&JZyV;eqlTe`O>-er|kFeqfGFhg7o=s?PIvruHq9-Ji{c0
z`GCi40tI6H5%}qA@k>gCJ+oM9_A#tCc8uzwii{VJpP7FSIvVT4(}g6IV}CQp%(1wP
zZCO;UFGYO{UmrDlAAmQyPO0Jl01vjMbK)z;vQ0MJfF9(oLFcn~1Jb!)+PWVQYu8=?
zxbS|Nb>b~&L)A^^lN^8|qNmJUo(6bOPpx&jH0JNhc^=lJRg|5N4)I5VekAxWPr22+
zRp3T=?iubRzO|hvXprRL`79Mj9CQM{$MCO>Ch^vhVw&Eaai-7ZdB;z>0K9F=m27Z+
zndoZegQG8nSoJXZ_CF4}V>_kuJ`vGvExci%n4#5?Y~%(=mBNpksX}_-9@Xz(5xxZY
zOIVWQ!#*FfwbQTKWx7?h8+?#kIbc78@;{Y$*qU&n{x6aBcntETR-H)v?7ztH4*~cG
zQP#CPvEh9>_TyZ)G0K-3bfz;BjPCh?9G)?X`>)`yfwXS{UEHRZWVY(6JlS)TBZ2CD
z1$o#yzgnp2-K!nBu5Ai#6{%BSKEEU4{{R$t2VVZqv6?L*p=jN=!66=G?A=at#xdWn
zO?{oK_&@#=eNR&mTBJ4$BW+ZFocfS^0(11QUN}`NsB2@yhY;c^%b!Jlhs>T5{gu2=
z;*n>o>EuEoP}96%0J01f0g1sQrfcczZy8DOr$B<nYgvu5oF_S9$v-t`Qj969)=hdD
ztoI(|{gjrc%9`K8U4K#WHMF{goYxTf?P<A3md`4Jc6H+%ob)*BUu9V8qsCqqd%Z7D
z`$fY!k|!Vx$%1$%@~r6LVOBiwcRFRn*x0XR(nrPG=j=b?&lTI--`m*Q1eRu%<!iI%
z`F!DU!=Byi?hgw5LjM4XY*yFyb6MYGYun13NO8dfJx9{LS~RJ~Hd1#yTvlmc5hd+m
z7jG}r{LArIz?%;X+sUS0LiYOnQ|Dt60f>wY{ygTsllaqp4d0BlI}0mzy43Y6fYGZA
z0HpxHC%5<-^RZRxQTG(T%=+xAjt><NZC;#Leu()})8Q;|-NR)v&#E+$v#fTZrt-)j
zWPzLm&py@nKf=EQYTplhJG$ddwu}|Ydvd#p#s+xF{{Z#UrBba`?>3GsPAdV0lZ_e?
zlJ!T!mfr&;mfm@qYnafnNaK<+tbtBI<aGwWOEiy$HX7ZXt>xmRo24_DNAb6*^dHW;
zl`LfJ)bu>XnPsr%PYSO5&lLDe;U9>0-v;d=T{3HngoU<EbJrO=NF9bT#d>|GjXYEE
z`^7S86I)(f*vW9h(8dd+DLD!|a1Jr;ULGSADm9!cLSCtETxk1vds;3jcD~2u$Hc_e
zG~X9$F>A5Q2C^p1s!0L4?may*U!y;?kHFm<U-3nciSBg!f9+vzvovZsR#TiB_Th{6
zJgTa-{{XE~;!6&yw&}fB^`Y>8!z;~eN!6mCLAaYwp6GdZYSJpC_TX=jFe3*55*x2v
zcdu_(@b;-^Ew#3n_FYENgwGp8v<?^o4@PcJPtLs@ZZeH}9?CIG&#B*m!l>1Z<+|x@
z4`lG3pQG8__-^k|(d}+@-9p-1X(o{YD6fK~AF7U(so`BFO+(;pF}dGyrl^u8#ty;A
z{W2@!BTdGORNkoiTJ<4Y8Oc*;w~>?aPs6&WfnobSye+EeH{UJ1#lU#8)fnTRGDmVf
z>(V?AeQog*!FPHFpmQ>(?%4HGKI;!~Xv4}CcKDF1MtCVDSza%x`PZ#{4e@7(^~h{Z
zoN(!yjnG)H5bsz~+o=b(JD*DXw#GYO6X|!J71Yu@e-LSeh{S^%*S0-W{)WA(d7XN2
zaA%8GE1^1yYe>Gm4F3Rx{sHi}fxJ4N8Na-i_VyvXUQgAKt_A?$4xswiAFcRf#l9E3
zgHjgP7gne+aKV`q(Uf!e*PU9eNnTE#kGehFE)I*0qlijNqGpGQJ{;;k0g>+QmP@S?
zW9BTd65du$c^}>P6}RBeijuW~XrQ{j(uA8P+Y3M0iRy9(Pf`4<%6NFy)hG98dlJQ0
z!#+xqQu*1Ccqigst)<Bot(5-&Z;nO_9kZR;&t>jEm2khbXNolc0ERlphdf_lW%gKn
z?UO@p>Wy~iIl`WsROdMAMR#Gc`p!#MqIg)`&j&a+%AEZF0N@``N8sHv##W-^SJ0DB
zy=5faLhI%NMi0!re;WD2L;bvbHwx*oTH5NG&E?ddP_(yzEXv$q5KhyR#zC*Br-h{+
z_wzm$t|F|qvR+p^ZyxFTkHLK=#>Y>!pTrt%#luAl<wTHmY{*X=M?W{yireu=i!JY_
zg5OY?7Iu%$mfWy!D?EkzbJxBr&&A^D;ZlO!^>8_K@z0&D3%|4H$1OWn(dO{~0QR1I
zL1844NogZsl`KwEJydk#r{iBfc*EhT*1Sn;;#)YD#@^Of32<Gbl0tESq;<guudPlK
zGjfCGj)?Rz*)2LY<(=Pdzj5}iy>+K}zVl6cxW}6cyD(wTI2H2mgnm1CLqyST?6rMT
z=S=ZUr0oMkcw5hq=K+&B-lSuuYu|+Zv{dGgl&J?sP7%4c`$c%F4}}++9nXVo(oI`d
zxSkh+-TbsA5FO4ic<2w|Up#mZ#rmhjFWQ4b)^*34Z4L{WB1q+IqDED=6Wiw@N%z34
zCm6kAl4V87{7&b&cw1KZzp3lmABa3jrcI^zN*P3-VT>ST+=OqOXLis}80nrxeLW54
zn|Wxk6CK1m3ELy|80B%?5s`yc%chbu=JGsOT8HA!squ?WYa9Dv@a<-f=2IFfN}w(b
zMD=f*oR43^wRM#Ekspb?J#FDM(bK|N{{Typ?OmraZux@X@IrL=Jk)M$8{4PqdmBeQ
zc-S+$_?Ys)O1l{S+LP&9IQAmv=5^OO1lAXbubLa^;zq_=yy!;g^`|swM+&18S@&1p
zWwmExoC<0!`>2;BmDzIg_B&uQ!#<g>F}%LHyt;N0HZ#D@c1I7UtmSx)$lJcu442Hy
zfTZ(St7Ug0795Jx*}~Rr&)QD+Nblg)t?n(+M1gjS<a{sTt!u_w^`?oWTRqOBbo(QX
zdJk4(*+Arz&<es>Nc>5iaK_K!X!IWn_;*wB--sa5^jN;paVIRtgoy`NbJ<7#09bQh
zSNJEu`d7fe1^)nNSP!-9R|p>V>|vyuOmU3#PP<1z)bm_2l{#<T)az9$O<!XhN$~EU
z@a1iEohNM0BUQV-RQ=@glZIoSZ~@?U6@%hW6-O=Qo6Q8s5?r?F01h$0Y;^2->t1bM
zYKG9z*VMIZb+>S^5j-a^=N4>W;Pf1W+Oi|n6|Hy5Rw*W3##t1Bl1>NVoPJfo%C2->
z*ygpE#r5^U@_e+CLn4>?agmOLp&!<j?h;J=vRfiB3bGuNfs8jf@ARup#H|_Q-Yn8(
zwV7sSjjh=1c><BNj)eOCYrOGhpJ#ON$K|{&GO%I1w;Ap;*XdpKaW>r?^(fy{&%7<-
z$^0*<h^1}T@;53EEABl-WO#!^{>!-E2k&jzmPc*@Bd8<Vy(rEzIX&ucL+C9x#1`6>
zvPig*Nc+oQJ7_*8)O229GfxVA^#m4Qd=AwvmbXUm#Qy*>^kkR1b8>B1H&2m>uP@TR
zDQVZL7Utwa<l_#wsrGX0bgV=lQ_*Ca7HmSSs(w<f{HvUcTDOtW<B&QxJepjs8mXt$
z>mg`vqhiaz<C@RYu2t@QwIGJ%`_e8Y9Y;z{s>Uy_Mh$iMf+%fcS5;z08`u2wqnVu%
zmA5&)2g7!k6Dct7aC$N0n(ed=25Frni3*d$cgUs9A^S)!r>Fcch93@HTe3TT>~1{t
z6{q082hVmRNg`}9+|0+CTJCaGsHLYv((Ugh@#dTMdw^TYxLKlQ>{Of|%DUeV+v&a%
z(}a_(XcT0zz~-B2E6JRk>Mz_!QQ^B-^gS!ixL~Il+}u}&d|3FMsIQ5%#<sbJEe6tf
z*7hTjBYB)41JDuAu4@V7Dbrr=rf!W&+Px2&KW>kUk$9`c5NR+rZS404^5h$d$sIjD
zmBRkm-wkg3JL3iM6{Is<Xu6;>8=Nr^&A5{r4vH{F-(G9c!PTc;JkfV&mx!l2a<q~2
z+sHX2=Aw;5j2i8GoV^A$!ZQrhZXpq_MQaXLM4Pc`brnnjS(~{Pe$72dQ)bY+`$T-z
zXmGHK=XOrUvDlGM&rDec>ORheo$rNa+X{@;KM&jp<6di)aXP7<_wcg#+v*W8IQfNh
zo&wcY8<aWcHRIwU+Oh1=l0RL)XS+vV0NUOggCbn~!aQ)e<2kH<*&kaP*TKss-MGU%
zksrec`q!nGr5bu}c-Z#cU3M`40BTPO$2Fa{sIo}YOS&djBWM6*U}NiDC+#rH4}$F`
zWAd%e(tfIc!m!MvXvS#j%O?4y2eJ9j<DD#|l6<}EuJNpvb4M!{T-S|GrnYGJ<qZ#;
zwX1(Er5NmL=Zdc&ifQqJFl*JPEe|HLS3bDaygLS=YilHt25}5{IR5}-R!_w55^8=Q
z(RAsw>wmN$Sp3-e$z6jzE51@oq2$3g)XCO78yw0{m(Ol1#y$pkyT_7iJ|&mL7T4ES
zmzR63B)(#zA;0b_llOM?#SSsG*wdBlY<Rc9r^}NG+tR&@TG3MKBl2|~lzTN{`$yFH
zZ^R9&_%Fp4_m;q=q;0xKjf%*<jtKRyp?qoZ?Qd1di#hh8N>ug~qYA3hM!&)jj~)in
z{ub$~`j9tjOm|;sebbpsoVm%%FC&rA4{G^G;y=O0j&1hp(IT;CMO^3U>0L_|WoMzw
z^*w#pq3!d0LDsx=@hikOz5>=RuB@%C<G5DyOqR)VNmh+}V1N!g9OA3~&OZ~p5Ae6Z
z`bUSP4Hmt5cG6v3GH|mw+5?`-pa4Jm^@bv~IK!R2yBbi#)|B~S3!d-bTT7iEMNLmw
ziBrTku_(C;a#gXyXTIE;-SFM5w9>&n-OlLIOYU=k4tv+dSC%6gFWoLw`o721(v=K6
ze|YZKMcnA_E(e7?A0*62+b0-|9;Mr${{TLf=GxbaSH|8l5iF71XqKCxib&gXJm1HX
zI$&{MNtfYcMjpzS&G$S^Wogu(w5jq(cktg-{@T)|DR9Q(*pS{|0#bUPa54GUjcE2-
zr-L<1jaNy(mMsvo$8TjIAe9_s=a4g;eii7vMLZgQ)aQ)}Vw!aR<E{OmHCNJnFE!!Z
z_jw5ww2jr6fDg7h=DE#Y<5>8aE|+0Fn%fB^4Lpqdo685F`tjDd>SN(qa?#f3R4{X*
z+pDFIPWT_=`#<<X?d%z&`%S!JIUz>-jJe&9eDnC%n0Vvii+FEWvbONE!=%iRktBey
z8SKOZ^B%d+T2%7~MoNsMuaS(fv8<g)v*^ux#@bEgnTq8im@1MT@&5qp2EJXs_+R5+
z5_nN<FVf>sxI#Sp$Rrl=<0O_s2+0E+bDH&5CCO<Yz~S}^F5Jho{5jI}ElN#a#aCf9
z6C}lAX;e3t9DgVa@0^_VJbG8l{{RmDF=~GTZ@=LZ)~%<LP2BD0Ng!s5LU%Ir_m#7e
z>6}zTr4;$9E3=`|uO(`CvG&!S_LbrfHrh*Nj!s$`A{fBOd{>TXKeUg9+sKC4%J=gx
z$qaVwxcX${0DF^NYPKFrLzYx)M|8^?hs7v96zVs+W}uf>Z*H5SF?A|)v}3sK?OblV
z@c#hCUlk->dsBwbOtxa{93tSz&mM3N<QVs^IZC2;q_jF?8f|{@>U$4^ek)jOJ`=a`
zZlM^n6Du2g37i=+2>`d^E5&>h`#ZFnD$aF_gA{Ve?`F<f6as!!`jPt9HEUv{O?xVQ
z&%Miq94xAS@^)RUb{9T1)O=;F`Gzxhb9=cWQTGDi_dUJpZw_8sY5pKd$L{{c7m(1l
zF}EP(eF(*Q6mYdF)aS&_o{d`Yrw&>%JqqjLLTa8Birw^xW4SQ~C>e5x*{i3~d|=vy
z(5lNCtb^rN>+g?R`hRCeq*XJ(_LXVNooIQ_hHO_))AdazTX(hr3VBit5C%u}te=fv
z6f`e}9wJ55Z#?_!sNQKU;lXhpI6Hd`j1OA*>X=HjYPh9z&vuqB6O3lwsOCH;aVLfR
zO&pMt$j%g~@16*+DDda)5#Wy;U5zp3`#tEIIW3lTE52>{1zWpz#d&bbYQ{>dc4xm|
zJ*8Hgp~-Z5f9(;fX}%NtCywTVNY0r&WL!eqOqoCG+qnes`B$m@JG{~SX=4}L?H2M8
z5ST5>236#Pl_Rc4;a^Ed0;*a~pD8TDr6l1Mqd5IT;sx^fD$~T{!@8H)?jQ{;ZwJi~
zE0D~-pHEu$%gfCR#1>Db#*s=L3{pnF#Dr}i{sz5gN!rRsma19Z#PVN)y61;A4*=L*
zY0VV2l19xlGY!chVqI8vA+wtJ*HHbI{9EDeZ(ofhzVN=4HQm6mf=QW-@P|7Y!ng%?
z<J6q=td&(sa<G*-R(#2yV|*d-FNQpEb*Xr|_R1Y<(XVHNNf(4%MQ0i@jf`s90J|wW
zxj4YiE60Cl?MugB1O6XNrp;h=%^0)X+pHsOurnO8Z9P<<n0Fa95yeoB?9=Mip2*z&
zqCaP?15oj&g|&SZV(`wfE&l-7Wx3O0L@tbuL+#*hUA=Lf8u_dCfcVklZyI>RK-J{3
z)iiA{PMhr(D+&>bQNCx+Fjx*T&<y&T*P0bITA^~(rKZgLd;SzGap{_TkN*G@;SL?=
zok!Xq1FlEj&!_2F9}mB4PYg%ltupJxcjHdfrXE<cjapWD0Lcgxayid#waYvn60f~$
ze_m%qaoE~T$D8{38@@8|-k+`L(V#v`+eGZP=yr^e-?%(}74z@J&x;;9)%E>jRnoi@
zuEpVN$qSp~Z6tnFB!EavVVeM)@Hxjd=2pSFj?G;yk7Eaq`mLm-?)U!yhdz!?TfzE%
zm1B2%rdr(GLXosBCA!Hfwgxar$Ti0JJHu`9GsAjy=8l%Pntk32&etAPuw(d&k(}go
z>+M|AmO3d$oDHC`6)HK_mY$+(9v%2=J*=`tZDFBm%+D-$Tg*hel23dUB=r2NiSb9n
zJwofox^IS1%c?J&>!@5P&y@mzQ10pT9x;s4qf;Br$x<lnt%AyZldDdvzeI381OEVp
zr}3A^U)UdQxY4{RYjjN4HtG^bfmn|%r2E9S2d7?Z?Joj&Z%gn#n+$gsQNuLNw7lC;
z$mg*2KT7viHEmCla@Rwvw$jC}pA0c@B3-IK3|6FjS$<PmTT3D|+=2$*3Lf~yV++gM
zUlR)$VDs!58djI5lHc9;&VIbojP>PvjmJ)8eph&c`Z+a(Af6l2mh)P$)i1o^2b6Q2
ztSbmZm2A$o+@9n*?dWSfDb8xkXusPDG`QIeagw`wlj&O1bmJ{dq^8!#84RGg&lMC9
z$hS=#h{{ReFvWGtmd7%^&t&*T@RL>er*tE-o*g?(L$-ZJ@BLaHyFeVXdk@aKKLqO6
zUJ9E^(hG=fjB(CzrF_X4ZoxhO0Q%MDRg>NarA|93A5DBS_(9?Cgtk{tqpY|3l+lH`
z)h+<u>N(h>q9=R~y~(XV26&8XHnE0(n*i-CfKN>0y?Jw~H}NyFFpPCb#POb;KB%Or
zF#N32WMy4*fsj3Vb<JM*p)*?O@x^ZkmYc%KD?ciq*LHjURf?Bl?9UhRcZPLUfQ#FO
z`!+Bm6R2Y@-U%bOPPz1~{{R=<G*U>3b>_hc`IHqQUH((B{RgMzRTpx$EB&fnLe|(u
zW4NEo1jh2?2d^ZbYQN#uwA7)tvnf5j^k{K$AmNS<LGRPQ(z23KcQjjAqV}d-`O!xz
zw0LIDSzG(0=khgkQt)(&7{_>`Towtq;jw@QPky+~L|kul%U4G`tJsL(#95!qa9!3s
z_9vkyIL}U%t^J>Qq{kTD_J}}Vo!f5S=ZtelGFu0!=eNSrcvMWkYEQeh6fA4c48RYR
z``2r%XrofIIkrX&cNS5{sO{RdjO^|w8>7cft<I6E7lz!7W#bINiy%Cq{_s7$tD)54
zTPujx?%XsH<pV~f2^94WgV1&2yCYGwbGmkB?Vo^jUm9sis9VONn<1B@BaW)x;<B_Y
zQhgR{d!0Yc9%;nTO!!%cp(mpc;XTJ%zilPdUdeVb_0I|Fz6q1hj7dJ9o=6!f{{Ysn
zp!7XkPu8MUDdtAQ62mwf*V`ZDRYwr^lDK;tJH^=Y&jxsk+ToStlx@c>TD>P({hc&#
z5J7Qsq$$&{BvMz)W99DZ4&OuGpFKG~$4n(C{6rR7#+h++v)x_7u&xTnymD*C{{Z11
zyV3P&G|T%rV$@)5uLjb@<M@ZD$2q5HrF)$#-afSOpNO=tmT4}bjs@?y3i3~dehwZW
zzmD?iGMasv1jc{mqxA#mJJ&4b%dO3oINMX|n0_Hz=)Yu&);~6T$Jr8e-SU<v>3~gn
z#hRP%A5VKTEOt6Ip2g1qO)o5e;3x<E^<I5Sl@e_-y_7j`V{68qCDt|18u(5Lt{&3S
zWw^SMHDl%MjROX74sq0T$2G{@Y4UiR;$-Jejz)&ZOAmPRI70q(gKFiz@5&BB;E+Xd
z%A-(nliW%Q{HsH?)AXCITf@5L?x8x!w^7M*1Z+V2zaYu<<MXb%W(}sxVuc#=XiO2?
zpgR#r#`Yw0fu5btJ?qW(obpDzt|-fkN76nhcn%#eS&B=IFIBdUX7VN&JCrbSj#R4v
zdF$^<;Mv~SM$;@IhCmiSEkt`vO3U)>VsHl_j(=R%(5UFmN)E?0NGYo|bbfw(WcX95
zd>Qf8=ZEzYXNUcDo#<R8)D8C}U*vrVHTnzjqu`x~$4`ezV(AQiBD6y;n{b2!8=kP1
zJrMeI2hzT;37AHrQLOCyo(3Zd<E#(M>!$tPYIxhhy5E5{`@IKW)27n(OH+w0=Ufq<
zgdT(u(2fmz)a4erlhE?yn$e@2GG`QzZt?Z$Td65^GBl%NVHC(ic`J(Mdz&If`@)4*
z%`TQG=(O99E;Yfd`+2;yUTY~MXv)W<cxP4eWmCHx*D0po`E0!6xoT79=yp@6e!G9c
zJp4udsqn8^fVO_ksd4SPH9yk4=l%(IuPxVv{BLMmFCFE)xb`uy{*{#%>|L1{h3zdP
z=ug`M=-T`jy}4ctH*hw7q>t-Re%K5yKWBd!w^IZW&ONrsr!`gO8qly|FHWM7`J3X;
z7RuYlnflk6_=8z9GyK)V3Mn4E>pq5Vy{k0MA>E!2dggTt;@kP`YtW574=$xgbM(&h
zON&s`Y=frYV2}R*KozZL0DU&Z{{YjxfBFK~Q;FwuG;&Yjm@RflkdKh=z!lgvs+Gr6
zRmiL^XM3Jk@l(aq_$T4kui`69WxTnyhjdUA!@fWRj=g$UXW~x_!GB`Vv?}S>V-6`O
zxS{hV&lC6u;_Z9l*M{%!_1zupVo5^UTuB#})2Rn=EB?z2WOW2q)|c^;+rmCF(>xBI
zAG`Z)#mJ9)03s2#PW8u8{JE^Io3XzuQRYH;v*FBlk-lOF@ULgO(^Bb4E5YqUq$t#}
z@b`>93tLBc*Gp=?Z}+j*zO>i87Zt>9nDh8nPLtT)HMw<6_@Z0QTS<y5Ij(M|v5P7#
zq?yWN>6-cj#J>ySxMw0S(zt41)Q>`*HOF$d?Dz3I!<POTy3_SZY_!X(IgZwugkEH9
zcw$deo<9*>F01g8HY_}>kEM4|sZ$RgRE`?(r-+w3XR3IU#~KEpqI-L&?kzVF5QTvf
zbBu%a&3x^td?kH0WS-DGGDPA;+D-!wM-|}XurkI}_OhP6x*paG6-x^bW}~Nb?0<!t
zdTL6VjFBo91nmbQK<G1HJ$P64fbnO7JUcd(9+Pcw;aMY|Mk8)P=Z?Ib{*}>$PJ}sS
z9ZpPKeYE+Y)sJiOH;J@cjZWfOt~cHp9C<1-!BFEk^!N9#p1eQt`tw22TH9IBP5tAp
z$u8h4hvSk|@-yfUS|dho@|CV+?HfiKqwHNf#8T^D3@qPGw@0}0%XtoV<-26p$Da*<
zXp75jLOnaqO%%J47`t-txXHq|_f9Y}IIm;tR-&oS>(JtOMymT**`w0_DtI~%5qM_d
zHEVbw)EsYFnRkfTbCLdg*D>OMj0q%fsq1c{$%8CwZZj0v&fpmR<HdaaMR{7C+4MMS
zp3c&hwCIli0QP_I?w4tL$%ML?M5xZ_6^7mq9jnBA8r~z3Ej8Z)PPbQNmli1|@M9-C
zT<0H;YV`1!igXt(T@O1jqbl;}gFfQ3T{0amD@0iBBejggmVj`a=luO^%lsp#Y8usq
zH(n^WZ8rUrYuh6ex7X$!O?qz`MSY~t57<w3irxYEpQmX)E!6ZI_<@K@?_vu8T0H#!
z0DvU^b>&~QRC*1chgVZ=t2UY)?VrvuIc4Xl!vcDKH8gP!PuzD!RHqwz%Tv?-DO%WE
zYub6zCWZlWNRt^1pyShn&3vce--iDH9)2(`m#%nc!`D{2HK^ZfHl=yxCC~dz&dO!_
zfsab-sYTVZXvP(NnzCop+UJDtJQ;6q9-ZPl!#3YJe8y6%>IWSw=I;~u!{WcfPZ3yu
z!rjqz2GLqMEn4o$k(I-AJJgk8q+|kApIRkG5%?ou_O&JPJDx4$uNN<g{wZr0J|~j)
z;wWU8Mz8ZpB&smGk98z;=mr3-XnYHG<G&Q%YyKX-g|wS{z-(o?L%G~x_OkT@Jag+;
z3el%-Z49LzZI7xyXW!W_%i;%zbgviqqRve#P)to@6eL8*fPAIbA2+Zyo#7AoC<c*Z
z;oq|Bx*nqzs|Wf!MP{N%%dZ#*Bh%8isW{1Mu4Nd>GS01Qs{AYQ{<yvw*Hquzx~1if
z^Ok|)a2QCc56W@R9Ap~WvujOr;)jPXHD9x5R-D{U-@;T!n4-^dz#R9lBb~;gj2*6e
z(TbHfDXZA-{4en$-q&2yEG{M&dWH6PNg3N83Qk9-HS3zEhI}*PD+N<!YaPr>`>B#O
zSBQ>;5Hc&)jT(y0O6Qp>u-lcKH;w!=srbiM({ALsFxlJ0N7&<+Yi}ndkFOXURmRcn
zJVm0Lc&FVVI7v~CRmU04d3gLYtsZ2q*GrzZUy4*E$tPs`*ropf3ctj2L%T%0XMMjl
zwbKwA*f;psIcwoB7{_!4mF4BI-GL+C1zr!-pVGct>iqlBpUIzH?NnFs;qymx@Vi46
zS}o?6;yV#<s7Ex7acwwKeqv622qU=Q*Ae1~{6uvvH|;v4(rdBC(7%@_%<-#mN$-Ms
zpIZ8C6<=coOO@&0bL6qqRY|&>>*cZLzq8-NFAezH_QLVi-1bpRr+8j9Yb!TgMkaRq
z#c)38&H){9>0Wc-e-mn7vHt+aiM6j2$vyUu;&zp8ZjhHK3+^S4Qpnp+xGm{kvXbVz
zN0ig$vS;ZfkBcB%<7QQvHx(<lDhEz|tB=wCAb3;78caH!uBT&rWZ+7ZM=F)|&U3-4
z=kq6%$ny`{TjAaJ!}}ThP4L?7ygPTPvqy7jWeT#%IYLpRLI@7T5y0f)toY004wK_=
z8+da-v6|*vD_iuqYujXF1I!hbBQj$c`H4LC6~$K(OPxkC)a<8+tH|coh9~T+qj=s=
z2g|5@L$jLKUow~!+yxR%5Icm70Y5P;N8!@F>fR+t)mNYtXr0j)ZCRdk@r%HJ@S6B?
zIFjY8Z|r7UyF0W{{#2?6$y3x2NF(086I8cZET3|N#VJRbYADIY=y2Z&{8!>16lrqZ
zYnIm5PLn(lM*$~rL$tp?-Z>z4uM1xnd_wS7j&F3m7fSxr)2}Ye$L10Q8;{J{?!EC`
zaIC4x##cKhN1iHCvGsH-<vv2~RyjWBxvDxGmvd>BqVSiv2sgGdxc9EuwDm_6uCzZO
z<VjcWMn!r!@XSmW8Pz<-8B@Fp;*KdE<H5d%ok4YZY4brOh&=~N^c@ewaOzsf(&3$B
znp~=lo3|Wi0<~4HwlH)#H<6Fv9Vb)xf#PdjGCMW7O~LMF+kp%q{LaU>9X&}E?>-mQ
zwEqBwJ{xT-OtbT~Yq>Yw-8yeFfDRO3e5$;0+>=DBM%p7jM}5QMSBGrBw6uw#SkI8<
zcJg+|vkQ^x59(__#9k~K)Dg7S{zb%KZD`c|-lVDN_*XKMHswSf5AihicWZ4Vn=WJd
z)aQ}`z~i~%vh>|DeMN=ZK^?IB%eb7jdLDQ=IpVXGo{XgId+v!f-mPmaw|DT*9E-Iq
z%kJYpGoBA59+~4kYsvgG<7vDjt^~cc-2(il<oOBq{{ZXPGovS}HTH<>J|%co$+Ty-
zj?Us6sa#5j0R~iZPESmB^{(4qnjaQ;X5UlO<KN``(?+lJqLIlRh#BZ=V^5LYFm*0?
zH-j(Z(%D@VM49q;Vc4!t2sq#l4tw;ewEY>Q@g>cqH!AriWZlO(!wx$7<KC`tQrvN!
znb&F-x3`hZ@yQuxk8~1p03>%g<d8`mRjmzMOSnNg=gW+!X+B~{r+jf-QiF^4PMFC_
z96IXP5?YuiX$8`@)>4~`W2fPc{{WqITFs1lg~am595Bs-%Fpu_&q79c=AGj$ZK+!s
zmYRblxoNhrQcG+(E6zSqo_h0);<3f`<1#F3G2SrB%duA-a0fy#InR1-o%OIO5o@U&
zx})3Mq7{s0UAwn#z#x(7$R7EtcJqaphA%If7>$-8xQ;rW<a3&vIIRlOM-2^xwlZAi
z3_$KTM3NOo<AMp~9FL|er`0T;+s_IXe<l3HNYSttp&0AeADOCEB`pPO6s>#<;>cbp
zZFFg%bpWeJa=6Dlj5i%ePkQvtH^;K+J{^eMM3(bM5dFhsx{lw6y(m|ce6~k)aP+2=
zxy*mUUGX=;HcfMJ98g;#;JwU|k?qvv*0zV>+y4NI8k1@|-0ud923&?X8%HMsx+6FC
z>=MJ%k5iJ;elu!*Bh@C=?<TbV)U#6*5vnSz%EOd$2i-Uw>!HysbeR4pT0<tA3iy8J
zGXSww+8!gla7gZW$?KC<Hwi7YI;hZbrziIto)qz3qkU?Busl6^b7G{s&bJY$XWVxm
zl~{$yJw<x=iT)hf+;|1<JSJO2zR=@qjXCUC#6p3&qd4jqXCU{*NABdsPAS<-c5>Q1
zp1FNByT@s#Km?v)ifiedG=%-<0S4kewZrKD02#I0&lG9!YBLLhmd;~qdv#Zl*bSya
zFbD^~Y}X}fT(RbfwBr~nNc8W9^W6BV@_FP~bf~7ec&7UhF7lOfNi6J7-XQ)s?N+`X
z=`(4X4wod>`lPrG=33kZ4vfxAoGyB2DtXRDcvZeDBcAJ*L)1JsquOb5UqsQ)(_73!
zG|US;W0g7Uit4THM0V&|3d|wc+<-Qm91uF3^Z3){(&-#7rQMr6tHar_@h+pM&E~;t
zEYi%S4&X~Rc7l3fFzKHCD>uiRG~W>0T*k3Hwx`cUU_aFyqb@!B4_|68%x=Btp0nXL
z78m|R223tpmQGZTdC2RW{<R;3<cV$Vr(71E6_mEntjBL$bM?Tj=+Bkvan+5}N6dfl
zQSS*n);<#PU8Rri;dv}BuFw)dU>+de*$<C%j`j3!#BCm5h+hwUYvE_M7wdJUTr^OC
z8N{lkqbfU)!FqFFQ-iG(^x2+1BAb+a&&bIx0O>#$zZyY<%{EBhCuEUINT+M73>9J2
z5!i!YMy+e3#wU*Lm2rxNSPWFOmqM<~A8LLv#S<_QsTH1&p<1HMH%)<>spf4^YFac#
z&Ari5Fl$Rq_<Q0_L&A3+CWB8eq1&CZU3sVgKAUs6{#DH>!Ap^~e^a6`pD#L2-Oszf
z;FbO&E8>3~>BYE~%HD84-I1670A{Z={{Vt!cz|jD035X|M{End9z_E^O301=HRofm
zPAW%D58hrU=-2Hj5B8_PUmjbIOKB6Z`l{~!m1p8(E~W72#TKWLHkopm`o`7f)2y7-
zPM1x^T_1@0h53<*&0=3%e8qFf;=Y13^f;wakzQPG56@#+^GlU~p{-PGj%PFV!%1Lt
zyDl;Qj~D)cD=yuphf1)TIZEQ%EP%NO<X*J-yo~I05%JC|gNMdmByD1NTR>Q}*pw8$
zmS6<!y96qZMh1C28adJ$gJ*XnLB};j>Z@@EA>JH}^0?detrJE~KBt^~Lim;8e}}#x
z{{V@c4EK@S`N<@3Z*E&|&~d>$Rey-ue0NqewZuy(Am?{Eu4<B;UD4G_FqM>!zrlYH
zEIei5n6>LL@Yu_pqUCltAnhQI+=460ei&-jx=)6r(%D2-t>zVsAK@gNkH<CQ&oG=O
z;@yvWIbxg?;;xTI_?htv4+Z#M`&0Wn+&#Pu<q>ybvGVlo{VKnRyb`*^ak|g_p`%Lx
zWPltqamG(^is-3{uC2=*JDjv|_-p?5TCRlO3^gb|BlsUn*WT0qKGSrHt++<r`g6`W
zu1CN+;P5W38rwi@En|JN*<)(?Wb^X&BdD%g8NE2q+1A^?`J3YMsax7%_UwGO@q6Q+
zi=+67FNd_97gEx7AMGHvmh-D2k{s<-F%k0y>$~2*_VJE|;eBhw8ZNT%TV86=21|M4
zQ1UEnGEb-j1M{z>Q-qb)r_OuJN4e*X;9s@a#M8p7F+g2cplosn<6f=y2$2GwgPO<L
zrp<k$?sz7p@V+Nz{mA^Q+^4a(X5~T8_j=U2B`VDMb6ogU8mnR-(!Pe(G<at_RY3)J
zW~I`73sp~r{viB2hS5ZlMTAp^!2T0oLi|qfXu7eODt7d)c}2BjvW;gKba7t|{1>6O
zgLE17U0dyX9D9U%Ys5Ub+b0TN*Eu+^Hq-n`to%HVeK1;oXlU}gJ6p(p<9dw$04nh6
zQN%*0G!@t4dacr{7kOCvBjNu5hwbdO>-|^5v0Fo>fMb%z-FBYDFdaFs3-EWx#nEr%
zFKs4^BAi1kIguH9>~W9F(!Bgu7ZW$_8o%ag2L}~RGwH2E;vR>m+(!)XPA(!jSi}+&
z>6`(`=D6Jt;}(<Sy*ASB=`G=T6`0Jf6vWHaNT;E%KAWqDl2U_9(5X;Ti@)Z0+;=)h
z$IsgvLh#+(Egy$$9K5zyNLTGr#GBc1=x{hZ5U19-uNQd0{3rO`;r{@L`Za`)V7H9T
zaS;YPi1|qqApPQ{v7C0V(K5-xbd-|R`CM#e3Ao=w^xMS#D2Ku}7KLoC?v<Tj+hGBa
z#HWBtuOUYRAYf!yG2y=$cq`+VhHN!mJ5jgPEtm-vL*e6Wa;!Ro>J58RZ|t5*X>KpX
z&k1Q?5j-WS==z1KTwC7Tup#hDk}?SQ2D!hEe;Pb5@N2?%x0iRY&8W0SD-A9d4J@y>
z3IdKm9ZBp3Q<Aozx6u5^_;2C;dVh#Z;cX98p3$!^C%2ryz?E3b4eSWV7|wd*rF7p3
z{5PsJI=71>)j#1K*5i3DAZv(%lBY6n8~*aK1vt-fTvL>GX8POR-0pls`y2SDz&dK`
zx;C)7o$C$qMq%=#EIx1Du_ObZS|$ChJ|cL_ONT<#G^;H>ITS~8ePkLdmQMQ#BqJYC
zDk@5xV|hyC(~c%`<xoBA;Qs)Cd?DlSf_8en&Gd__+1j(2gyi{BCP`dpkO;+m=b-(+
zLDA&XY%Lxuc@OUho<%ZqpO^vxuO_Z45{rkjzh->}92}u2$<?=XeK+Bs9a`&BTWQy(
zc6LF!MYw3r(}BqyYv<dK7HS6eIon3^niSg^j^VK1?{U(;Z<`-a;gh$i^nS|$QZ2P+
zd*_XOO*g@a;gZ7SU1@iOhz-P~$sCx@3F^bp_2U)edWVlc;ViMzw4Gl;zPy?_H$?WM
zJ9xnby(_YgCmP+QbdD)uu#wf-iyz0I9NXK2Xt7BbnDSy!+>%KxoaZ?|L0+4t{4q<7
zG6!pKD6#@jjAM%QV~3XaXB|vbTe6BgS-v!Qwt24ZuBMVJ_mj;@A^ro500|#=)Ef2s
zuY@qjTlX3F#aFOuT+2pJ)|IT%x1saL#J`9-kHnAcnEXL)Z>U9PcgYQ`Z6BE-P^F2_
z9rzx#?7FwYc<qt4zz5-7H>uW4=jNsMV2_`CD|rr+s#`{ub4R1B%f8M@iOQDep8ad9
z@t1`^vsIhRASuZLxoc7OsokE28x!o>jg^nNw5E#B;ml^$qqehHHpRwJ58?Xbj8<2`
zy=zE62(<k}Qj$B(G8lnXm=+vy$UR8l4A;xbRVqQkGUVmz&iPY?D*VlJU!pyS!#Do`
z+Inrg$L|#zheMIpxqU0d7k3)1z1E#<k?1p$vi|^nE&xWyrh5HFeFhIPPnMlmcin8y
zBNc&?=BWi`+3t3lh0^XzRZ}FA9jXTbamgh5Q`JJk3UJu_-OYU#tnfB7<M73_b9tgQ
zE_o*$*P8rD`22nv__IdPX3;erTH{lYVp~}M0CtF2FJ74kpTeTiMWs0_qpI=uk0tO1
zgLQhA65cdHO2-P9W*dMw0A!E}I3AU?b>!+-@WNC%QRcQ!3F)76{VF7-dqsp?calFX
zZ<^v}3?Fk=Klb)<(2uQh#+27X-IaJtsoVT3wUTcVOLK7T9kf>R29Zb2mR+DA>R9gL
zyI+7X!>HJ5+J(di<&_|b`NFo+Sd4e%eL1MBCk1A#N4q8NyOCZjFyBblUu=#j<2dsZ
z<~`5yAC-G$hlA`s&VugA+CbRfovJW04|BJ#1FxyBRZ`spkoo@mP@3a*!6O*J-tNE-
zdJN<1(!PSe@ZE~bH1^hZ_VToR0SbZ7C5C!u+>CXq_QdiY0cR$q98t6v5?h8+5+wx2
zPIG`yAEkGf+Io#m;?rStg^xa`Jx=dWO0_25g5@wF)xO;rgHeQs#=_Y=diAc2{52$t
zx#BE(4s)M;_pO(6CQtD1#uE59QdlK_J4}?|HgmV@?Ofiiq|c|Jl?!=b@;xf-rMaEl
zPLtx6n+Jw`SEl%u$LG@STodL00Lv!FBj`cRH$!;5O`*%BUNP9~fzC#IA7fF=Z63yv
zmGv%or%+UeJIJAtq4Ge8sU))=n8EZtYbU}s?XP%t^Fx+bhg8v~Xu{``x#K6eBcZMt
z(Q%fW9hB-RFEayt7YwqPOBG-?$0?7Vjla-(4xCll(tQ?bW4O~JxdFF2vz6Sx!g1;k
zQO#!4*&}Xc)SE@QiGhw~jyH(l7hvz#f=^R}?Np$KJyP=OPc`jsoe6ix1miuvxcn*G
zYm3m%n%e%`Rh2CKnK6kTC1u^azBBFVQfeAJ@v*&Bj(B>yf)-Ev<n$k{G_(uqCat!6
zB$cr9#&SHyJGjr@{{RZq`wSE5V+_{&<0wpoZW-uvo}-V}xzv<irkkS+!#b30i)Ltu
zCv=fCd$#BJkb$_4IRxNmIId#xJioLg%{&*jz>nRWiLid~JxA&}t))dzRP_`pxNdzR
zsq0^1@O`z7tXO-c0#795ZNNMqfAOy@@K2AfwA(97Qyr|<&c&fgt_hGX0YAcf_hXTo
z!t;Z)(dbj0C8>K<y1h+u))@5rfi<!NZ{@^W&C6~*2W<NBiuY{?RMYRQ;<|-d2bK(w
zvBSrn`2M{OIMj@e=+<=OWR0%{>xTQ`-k~$`Guq9$Phu5@D}nI;0EiOC>&1Fj{{Y-u
z+s|+a?HN*Y`qiavMWd3D^R4~UX#W5ZY%Vu8%Vv&NSjJmwrbq+1>4EEth(&j)c!Die
z?OE;Ji-j2s69g*&4s(z{t#nyQa<i8iS$&i1PlLLX-*{(F2-61grU)i>SLEO<m_K_x
z4tV0Y&)J8>(`#NGze}j6is^4yv|O&ts2Rb}18!@;#!>cF4r(<ONFLeYeR@qpP>RM$
zrG`azh%C~Qz$nSc9)`0mqYbD-c^$sVW86%R%pWH`kLjM(!_?N-L?0D2<&GOW)RS$(
zv4ATRlBDEzB!EHu&1ZaG)J%RHj%eKycKK1Z5>bH!06jC;-n6G4XJAgpY2aDmx6w4v
z(ka<#7~C9{Cm0=%ZrQATHsWg=D@Y>dW`a9#{{VF4E-(jRdGxK~tnQ9^YI=`^+C|i^
z^)&euks2`TyE!C#bgLR2vRT;LS;lyTeEjF<JlD5}i;PvzDzvWjJeT&5{gQku@y5pg
z09n#)Bhb8e<+I0mYy@!MNCraAoe4cRj2~RrwOmQ$zkFAtPORzd&Ph{@mZ<zs)U?~p
z6H~g=@9pHYzO|L0p59g3@w%Kck?IJqw7+k!f)UB({7lj9f;nWj*3vPJ#NlGN$FD?h
z_zCr|R*oVyRi5Vz=}H=(70k!Urpx}XrD(S$>_)N{TvXacyjNO;5X{>mk%F^i3}?Pg
zT&$JJjpXc)ZTN9;FMbGX_HaVdUZuw3Q43`@jyiR%--j{Scz;R1(rm6Jy@KF*nMqv<
za6g2C0OPr@mBq{brWN6R52nM#{aRFI*Qmd+-o5>g`$zbE7TflSt}Xt#LUH<4{{V*C
zhr+*xJ~GmLMwc4o+TNW0b3-_0K_LVY@_-2B_pR}Dqllv82)p_m_<9nfQuC6xsrrqq
zUj4H{)L<w5WweR;sTJ}4*ZdR{!s?G4S`Mc!Mm}6Fe>(7K(XSSpgFQJ)m73;9=eD!H
z+f%%O_-Lk)2=@#}^sjmGH;TRz_>O&2{y&CVp81*QmU#6u5msZ8*~tTw(-rk}@d?>D
zG|v*IA9u{ZAM!qPnqS?&J&*FJ^$#z6<`Bsj%u!h6h35dC=N0H~k2RmHmO7IE0A^|S
z@#bj_ym<&d=-4`*)hCCnBeT+MwvWAU5iEL>v3WI;i9~l><A*MBfzqsMOSw)uW14Ot
zrDk~o{9t`Q;!M6DxwM)aeWPX5x9;B~JbE70sp5|eTWVL)JHW2s=W!hI&2y;AGP-A9
zG$ji(Q}~JEM7Xn(3uETU%fVBT`PZL#!^77w>R)Sp#yzD(P|DG9+ouHmX-;kE$)^Oh
zMkbl7U1+w}@!Z<UHQPJ0%^onhJplB^KPn-zcw$FXp9FG5yT4yr@hfGtYfa6!bLp`8
z#d;7_`BO)G;Qs)MS6UR%Y1i;iK9uriDI&>u3G7Gr59wUZpM`ZTYfZj+XP(vLMSEhS
zcF&jtxD00?_s9aZqk&YGl6FTfD;}{A-=>p&QR-Uek8k2_KwrMFBC}-UX&f)szIO3{
zf$wzq<rB*^u;A{EWMHS?8O2ph4GNOyoNmrqc#5!(EGJ}rSKv(-MAP)NpF);9+2->P
zndWXX5=h~_GAqu1W)BGH^LTn4VBcNEb-F<mBH*lWFWtwN(<dC}yD;iB{nV03;ly3L
zw%a?)4RgdAPM<Pr_c7dD30SF(cC2gJM{+&SHEYF97n34}3|Av?@9$ljrK35MQhKA|
zAKGK%myET~h_~8JmanL3+GUHRaNF6+(5a9vOOm)ONhcikuT0cF4%v8%;*?tT#jLYI
z1pa)RiSnI-fS`}BKZS2jc2*Rlu7}cJ0_W8)J`(t9`@~YsF0&<!X6feT$;Sly;~B4%
z{{U$pk3Kc<XNk0}2gCZzx)z!CUpb!LR6NhPf(sCM0~`-p({-VTT~D)h?G8KpVhZOg
zUSs<y`1i!05Iz;9{{V`lGv2M#kwI|Lgfc>*LXrR-^Ur$9QND(XP9|rHJ{rStT$q9U
zE86cg*lwdBfs<G|M#`b_&xyVlq-^CQ+D9V-zJ%AjIVHsMh^%Ik1i)#)`F9?`bvW*O
zRx*P&jb6<7lf)he8ho<4heH1Vf95!9`Xk1l57JoQ<ozo*8>=&-73CLn&LiOL+E>Ic
z2x>kN*KMt}0KuQj@-}&3U<NEd<)(QAdRLumI!2}7y;@uSGG@1ssaFfpm)uq<PK)M&
zRVmZN`7?dLW8V<lY4=y&64kFHnP%VQtlmH{^YW6JJNN(`a!*S83*ZlqbP@2!OtQDV
zL3eKe6TGr!N0S+1-Ofoh+e;Z9Tgpe3Qwvs{?PK#cPY3vt9dbFMU$$xuB#2;^Z#qQU
za6^;VIW_kOgnk#<_@m-)io9;{H=C(Sf;4o;l%YUu4_3e?wuT{Ajp^!v&~)9Zo-N^@
zgc^^CEbQm;9Fos?qjP-csptow1AqoNud;1C6$DX$Bf$Dra-}Idwr?7-g5`<x?}dB=
zqS|YXqTAbr)I=X?E9IVJ&NI5clGA)IZKvH!aIp`xI;?xK&fah{>620Hl6venS=&R(
zA^2K_av}XI-yzbGRD6}Uu|^)+S3Cl5g(%DilsP!gE35d?<E=;G+`1dt=(6gzcQ=a_
z(?S@uYECc!?oDMXaE|7b=TdtdR61;45!I|=`vk2d*9#dD<0TJP9=(n`*REV?t##sP
z^@w67(%l!yx1B~;Aa5X^hwJH3z1gI;9otuCs%SxB7+%%TiOWW%U}je5aK(0BCqAdo
z-Za#_d1LWIN3_uNIPSbU%#q&RNPg<E`G^_dfnNO4$8Q_EF6{Hb=A)H2b460o<*~x*
z`V@0pw&cOZbyprm)JzCyWE>Qcc9HcI?1@rn`A_1{hH(tLQ}nM=_=TaZ!m<z!?Bm|K
zq;^xEbHP3f{8GN~eBbbn-0f{HNpKQo$||1NJ&jTEUx8j3q?HpG=Dce7IMtUtbZ5Ow
zAMU8sSNzYdd>!KpZCciCEo|FKQ5h-Zu-N0-y({J~guW&5Z}z30jSZ^Y+q9t!vN0Z1
zS?BA<YsQ`v7tWy#SKN9&+Y89*N!k79-g->M?Bd*a9iV49?Oa!gJ|k&g4SY8isjtqq
zR$JB}-*~eSNB|FDYwsw<sHN2STE6s~M_H_B_PUPQE+R%T@~*>`_XeQw?}~Ka7<him
zSJS6kn+wQ<vA3u_kG*Q_WvbDOquPsfcT!lp7A$&^&{Wf3M+-#+dwkaWk>|Im_N;V|
zQujX@mTkSru9nY9(l4&IPjmKI{{X%QYrCHM*q>(lGt_@)-yb%MqH30HB(A?`Swu?s
z9Igq*Iq6(~hAb0HhUe@PwCK)oz+;?sKBFI&Yt6+)P2B3B<ppEwJrm;IlXtK+%+bEp
zR!I+kbqAoYn_-gnc#<jPk+!ZvWR3p-UO5=|?OYCu-0V|6*WaV~qSc_(teSg#hFL9c
zh-JveLn#FP4Sai~_>TI{MS|XYr#nIbt(*_@il1WEsC?_G_4U7iJRxf!jU>HB>$Xdb
zAE7L@;M!KZs9D-0UtCEmg}{y6kOgTNKBP)$`d%LkcxpT<SQ)?^F`T#SUK`>603Asi
z1v4`J8nxuHmoe>^z7g={^bKxw=;BAn`CF6tn)6$)9R!5C79QcMd2GV$vwQG8bo<Aj
zLDgaMn~`mJa8&vS83*wd$X<L;5zC0BIqj30yGSl$_~%B}z8LtsPVq&?pE6lX{*8Na
z0S^&V({m07u{G%W73YX`-7jqVNx#xBk)x6sS$4>$f-p@bILAp3mHbgTzZZCZEq6?c
z^3M;sM3G22&l%^j6lgkbr{G(Qj}B^9mjg-MUro513^pEorXZeIvF-(7D8=gsp}c1<
zr;uOGbEn-SNXln}<u>RD1#{orn(96yX@^glCs@lu#NjiL2^9HFIn13(`p;3*_9PQ|
zv7Q%pMtL~;)qO5IX{_Ud+7*iR2g<>YAJ>!9kJ7p2c(Z8x#qADd)V9Bzk;o1bDU)b8
z1LX&%N3CI|t#@y!8+(nrmAAq(`>b>cf<_N~`}@`trztHBV>KNaqv9J`t#x56x_%*8
zk(V61uF_6DTdy4}M^v%D)HIt*hP-Ge*wb6uu`zFtl6#Ykf$l#V!V<Uc<o^J#Q%Npw
zc^Ezu)F6+=w#fFgTf=akVhf;DD-b{g1NU-2TF=yVYnc~Ld%+#Yl_MjpSt%ZH3Na%m
zkUQ5)gOprM<1SZpdrydUG_#Hgu`Ps(gLKe*rYv)g+lLq<rE^w#ifUR!QDRAuuay{Q
z!*1swjC%WX*R^?y9Fq5r_|EG_VQ9WC8l;ij#csm(XyjX~d4VfBo{n*hg#)KdX0{VU
zowXZFi+d@Bn_Er$^0{1{sUXfz0e7B%y~j$~^2uEkrqk5R@$8UZc!NOG?Ba$CeJ0G^
z%+MXNys`iR1JeYy4RQL$t#^0*t*gg6ulAMDwzfr3Tgyz1!~4AF73g8;xJKPxr<;hY
z&o3l;kL<IkIfGV)LxB|N2~t#&0|NY>a(VWwPub~>uDz;TIt{YG3oOgkgLEU;Cb{z}
zX{gB&gPog;J^IdB=JK8-Yf%^>Th1i<k$`z4Kb2<5;uN;s9>%wJAo+b*bK8s#E5YP_
z4_BCP#Y>4L(e$`Pk~^)+zzC48?=v8l$6R0<!||S`x0l*E^Giqe#b&p_+IuO^IoeHh
z;o|Pul=eMV-sP;d2xgw_&E&`YSQ&23it<~J6ka~9J^kmG1+tuZa>!F~2kxlqe+u=L
zD8|h#Pd@UNmpv}?$NF@4`?VcL;o^*g<)qCJ2f4uNe>&uJdyfWq;^7|i!*{kfQH`SE
zCi7zFz8n$xid?GqVmn)Z+Cs)jg|3~VYI?Gdm1I^dPCK4B{A;Dqd>N(KS-i`sUe9h6
zgpIto(R14fqMDVKgxWofZx^ni@vGraj5KtyYdJ2o`4-yMq}=jK7jlD-_LN|H;=5fV
zO^ZpHCAI$mS1M)5Y@PeKC!RR`>uNPQT9J)Pe95Eo3T?>Dj;xLj8CYP0+#h=Sm-grQ
zIi~nOT(R+vj}WwrT%JU|vr&XwfH#>F&^XRVsL1PILq@bKE5~!lsZMnFK2=|rnk%a3
zIq7}}y^2i&d1jVmHs|Ij0}{B;ew6QqI+mYlqUupySjT$OAy!78%R5LTKY_(~_^94$
z$oFuS5~S05nO0h@uDPymwvJd~?$b?{Z@>&!A!(>Ki>xcgq<M0E*5{1$u9r!2dxsad
zm$diKOtjL~?;~B?w;r5U=9i+$s(J4KB1MGUC?gyJlloVcDvmlfdk}(_sT{YDg6R59
zlA@jWW!Sdig#hDj1yJ~`C9%5G>?T}Dkon~Ko0RYAf!l#ycsRK?EzUe-lv0W~Y2?gu
zf4YB_SDC+aC;O-QSFDd2pRbxt&fOlsvf)0@7d?l_D-zD?dtDyO8<{@M7{JDV)va;1
z;?9L>8yAYDjEZ*#9YOT2drx^RwAB-Qt;r)Kfs>x~OWxIq+Ahdt)P8NzJp!o}RvU+y
zyMS=Skb7g(^rn$5_BqcJTC3;f+<ohIOA#|}eg|M`TvI7cqleObHek3H6O2Mn`oB#7
z02kJ~)V4yqa1XJm<kv#EowY0Jwkcye`D?f`l|1pZjAE@tY4&_7=gaIpK9!_mMcJFL
zcv=lw%Pk(}WaVq9wF@L9w_IcK2A3&HZ67vA@IzW%Zb4_MURi0fNx7}znUzj@@GIB8
zC45M>_-m%ce{pKp5j4vYDsU4Z@=xK9#<{9fr@WEV3bh`QD|nG6@b83H8+F{)@N7-l
zJqH=B&kt)Bo<8vHwc|tOi-^M**n0l}O3`YUDGy0|$AbI~_=(~zZadozdN|dRMo?oy
zqCt{D0Q!2@zuNd7$4zq3TcRKKMkx309MsPN_^a^UJa?$+?=)CjSqm(R0CAr~UhjFL
z#v3I7sI>c(ryFcLz&2^1_-@k971)tR08v^xJ)F{7?v4o_01xjm@{l^>x+8lW(ziCJ
z&fm5ljXYT%gQi+|etW1b{N`)awQ{X8;|ipXa1M9}oY$y)Ow-@&;^8fpNg_MZSZ9%0
z&a|kj!Cjlur5diy*z5lQXPa$K&)~m@E%nnQ>W0)b%QF^XxRMl;=m-_Vd^h-?;(c1)
zJ8Qi%C{{0(t_u;k4hPHYSklExr^OPhVI4Q4M|I+@5;vJ5+BZlT{V|Hw(_^^RE+@LX
zKo6Fvs=VN2)~$0r5t4kXQ|F(EUIX*vlL^n#y}MrU@VUq<ocmU84AwOf@g#a~so@<(
z<g<q0$W9gDa;ye=aoWDW)BYUW$#xy#Rv_n*T+_nFuf&e%V`WKMG5-LwE%oNR;1syj
z?Ps;TGs(DI1G&C#4o@Tz-n}bFvRxL?EK9d{0FKq@(We>^<y#(2YLdiM=4Q{?6-NTI
zbUTesZ#A!yI8lycg?VV#(VIUpJ$S$w$GvOJWy@}%ddqJ#QnKz?n6@*H*#5M-#L+6O
zWtV%LDv}1{=soKxJ3E&c-B|M-NA{J_yg#no=(E9leX1Lkwv0m;?ogHhvo?O}gU&hP
zso#7KvAXe;cjhKQSj_S6$St1#0F86=PWDGijXqnm+1B1IL-(au2a(QdO)lH)w$a80
z0)PM&*0oxkcjbB(Be9KRBWS@Gr*A(>o?ULo%=S6?v`_4%b89S+#>aNR<f!@s)9|f5
zOEW^qyqtEV?Hz`$_dFNkPsN*`3HX~zN4axr9O}~!#Cz2KGx%IQQL1m5ax-3iSX8L=
zXRAh3X~xo9p2Mg3vq16YkreiGLv<lgN}&XgT-QJF@4;5S4bl?Y+9i*>5IHB_yQ%ZF
zX`Xde2+H)z9xm|QJFTR*QW<3dw>dvAezm9LOV~91Ii;DzQSMYO-M27YkA7-uS|wAw
zjvrL;66!xL%!B&Zuvuxkaz_=tw7Z%(z{9pl9=Y|Vsm4V6M-$Kd2k`dWLz{ZQH}x%w
z^($Lcg?L)lG}Lx8l}9bk8{+4}$o?q!CS4Xu<g$~@Nuarp1)`Bp4THhzK?kTc-3glF
zX;ls)hmJpq`;Wk5^QU{g2N}3(j%UIC4Y%+wg!Jtm+1^NO;t_{-`Iz-AeaXqKT|#HO
z^6g?FrEpo>JSz0h^c0)zxN6<m=i0BsJH3C$dS{7Fr+25#rassWyqr%N`^zex3Z8iM
z$9nZeMUD^@U;%+nG*$V8>N|3ujI87y4M!t<)#z(unDifqZ;dwL$vHD^ToayDagR!?
z;Cqt}iE_VuG}#g3(MLJ13`ARcos=DuJ1s6Yy}4^B(TUIR8dk>AdMG)^T9-rDEp2ss
zJDZdqN=Y94;kMw6pVGM;ZL&I)u6q8P;JY6TY5sJO4=^U?cjWZ0pT}BWtFP&H@o0AO
z+(B@m<hnDWpkBk1n$0`zBgr+rY}`!VP};fuE3wi32tjc&f5JhotP02eJ*+uq_AYoI
zfUOjx5VL2O$*&k#Z7t?!3aWW0+P<&wpTqwE3;0EnO(#r(8NmMlkEy?VH`jA?KTJ{W
zBiLN5@ec?158^kCqgbNRhMlL%IKI^hi9q!W_nYt)^&EGxvkmhzH@jADZ=x>8k=g#u
zx^IN^*>#P3RJhk~U|s2NZakPbk^+o!&B-0>zVR1`noVNX!5vyS(XMA#1(YZsE>3-U
z{40{RZbf#@snh0WPO&hC#@|VhZH~qUl4B4&vu7Y2@t#IKt0wwA*0*v=1dA2k6>cFr
z@QwFC8ROLbeXGZmr8jnZQHqX+X0fknyQ8<dw}EaILq+7sszD=+<Z<cG;anD|vfJFv
zF?lT+P6T-)7~lt79mm}8b5$FqqtvS|#_x<RA=mV2tWAZ|&yZJah|H(hgV6d^HZi@V
zBYoWI`=N;BjIyep58dNA2N|v7UUBM6qX~38??}^bG`(5~XMxNtyIGhOQOCd2uhP9y
zwCJVM;cJwRV>1AV%uI!HK;Y+`V>PGNRJ4*a_B^_y$2@Im9mka<6RhhY-5W{{7ue&V
z&#ig~#7!Sb@P2?A?i|f@KXC+d6TI|hJaim&>(Z``OS?r}nZ;XEfbhP#aeZvCT-+_T
zz$0?VNI2|UIaSCVIO|+x)#}4=Zds+4HUt%r<*<5z+v(}WZ8|Diq)caR4#NAx_czuT
zcW|QFS<2fy%ZDo?^PG@K<I^LW#9t6-!rfZ?Rlc6zckbYfGj<-l5B~sHHJ>ct(qEB!
zKBlBMS6&{|Rit#D>6f40ZtuazsU1hsx!c>hE^XDIRz%0{i!R={>PLP*I@8&yKY0(E
zm1unl@F!B!_3sJlx<<N|_Q=x%72J$b^4U-o^N_%kfCup$@z=zB2jhJoO1p|(YQ|fw
zjgxHWDnJ-3k3;<V>s%PDETttVeg|a=&}!2?8^s<0PY-I6#Wa%K+CqcMo;VN42*Q>b
z!nnpTeKI)aooTCI>l$nq7qLohE?Q8r8=b8h9Ef6*-)LS*<l{A*XI38U-}!{2Pk1Aq
z_-CkC!{e*S_A{eG;Z{c8T<#w*+l+NTOjb99^&heL;uo|m@v2O}Z~{0S4o*J5Q(lc|
z^HJFI;iX%i**2|lr^^|d2iO}Mm5;v!p4sXvk?}6L>GR6LVcMb4E^r5Md-m(;UQB88
zY>wwE7d0JI?Hb0L5pBjj*I`%YDunO`KLPny0j7A4+V@+#zLra-xndC`w;NBE1~5-d
zo<6wet#(3-f?63l^JsdFjfI4+^Tnpjw++vqB;Id6pgwu7Qa>H|e%9~G)r_eZ07BO-
zBaT11p!50A<5t(OMmnC0rCaNoh1iS8mr%eWHEC8ekD%b<rtqJ|4*^EdM*btb)12i*
zmsZabu5eBmfB?uCtglslkHD{HdS8R0*I|`y=e4+n6lI}k!Bg*?^U}LrBHnAwI@<Qq
z{qEps{{V9!2;r3T!zny;KBBOdNp(c>m)68;)^VgBW|e%0_cL`<#&)-{=YvdJyU5v#
z21&3LcBW8|S0CrCXBy5f;mO$Ze~jM_@4hg2A5ie_s|;4R7SX-crO^HxltNIC_FI)c
z$J)Ce6)pFPJTIs<qb0VgEuBz+NLInyk77nWtJA~cB&4Minyob?<0JA{aSh19?ma2j
z2++*wAS)uV45z3d^ZM7<t&f@NUA38^LR0S%il(<4R|2z=xuSO1=)4COktc|}-F82;
z!l0Fdc~b4$w?9hA(Dje(eNsEUtmSe(Q-%Qg8qTa+j)l@`PgCg64E#vY?e!Ss{=vI8
z@IuhIj~po*Kp&-fwx6up{kjPoPnD6mC(mNXzct}bf|l#?K7ti2v}UKq`>zT3gH5v3
zw9OY%(Y4ic6!P3M{hsX<a6*n%haSXNJ@Hy!vD@kP(&(+H%`p2yO*D+oV?75vVD+x-
z4L(cq-rl!3@so|OEzdQZ{ZyaspXEc5vA%}Aj$M)AT>VY|0EEj*hC5psCn9KVA!bqA
zC^3^?I{2Hxdd{iiEjLxRyOKLLh95dLask2)-RsS&<tL*(DpcWX$o7vIc%iKHd%2M0
zM-x9C@H1R5h~{}Tdy8g2ekPCe7^+vcrgln4%04FjslFrHYZE1ozSdU!6@?&-g$Iy1
zQ`n00zlnYyxX^XwGRDgt#7fB6;O+Sseg%J8?2J{6DmTn^QhwDR6lFPY72JQ{h==~m
zUQt!c9>#pnx$8;$ReVv6a6D5sKkMEv{wBPZj#%~%XWaGG{j5GID`fblR{sEc-Y@<p
zyo!!h*g2nb?tj?-0ON;@J|}pOU$F5WqPOr`*{#HXxI`g~g*>R|gIwqA72(<J;_*+2
zWkQzotX42F7~De_ay^I2D><dm(lT~;KBw_ck!z{IKGkm(%AwBLlrZ|>)lU@bBHG46
z56z0^sj<Bj<jDLt;%z<ep2i6y5?c+g3NQ>a?de}6c#8i3QL*tf`h~5;kluNP#E~%#
z_*a)XRJrz;JO&=6Js-S%=Vx^t;*hP*GtXM#{t;^$&F_G0F7^0?T8!vfhTWv5enP{s
zBbx7`<kjSS&N_@J)NqEc$h+f>U}*Ym(~hd7^I2Xj(qF`z;gprP>9^PGMCA5~%}yyh
z$f@w3<29D0qg&}M7A_J=GR27`vlb-#bJDALQ{k<igLn3bkSqGvJvwz%`JA*jtvV7~
zM^n&s3s|*qcdkQv)^4G#E{_kJD&-Vp<E?he$z7aqyV50HS{pA1>6aJtZGzU_46;8!
zsyQaQZBN7YJ~!}ukWQj|JL`RtAvyV2bgZMxINk=l+_JSoKZgGR5<Dg24-PTY^($M8
z_2>6;0!Z{Cyz}9o?C;^9hC1}xo}UDbcIr?xuaJPA!icHIc3o9PtHS55Ttc@Ja6VDZ
zJ{IGe+jEm+pYc|`{{RTCk3Hfb-5Qbst3D;uVAd?&+F`jIZ6cyqOG8L<x9=KW1@VTF
z;tdwc<{d^IPGX-s$G{9nKQC;1*PZw;;EkVvb(5$^CEP-1F0e@_?twVy2Y;`vbH-I~
zX3^0o(Y51q*=E|YoxE|ySB<>L$I`ow1Lyw$kDeUy2a7drGCeltOM7Tomoc#iIUMoc
zy~6uXieH(RCb?=+=Xbf?M-l9kNg2KtzPLJVn7nf>-Mk=4D<8jr0nfjB;=EDgEo;Ia
zBeaUcN?ZFYq2;?V$Clo|Oj71_+Eypo`$XD3k!0ApQIU%0bUjX4Gzea9BvFRVc3m}d
zjm4>0(blzS^vhS3&d{ShYnAc55^5GQLZ|O399DC7*t&7M)X4BB#*Ytcn%<|U++N2O
z{Bq;Um9Skg!CzkauPD*}1K3UC6u!BMrFD~d$?ux;B?-A*Gu8diEsv!m`!(wsp#Y;C
zsUDfAG?;$NX&g$sRYo|kLJLK6%$wIj_7xKusNHu~sn~<bKWKd({{UR@E#0n`?6-xL
z<Jx<v1b-^@Tk9p7>J?xZIU@$JsUCd}id8+Ex;#_%Ylp`77gslaEqO|a#BgqG5C^dJ
z_pfvE;?rURDA&wmwMVJ#{(Y!~RXs&gtF59&wAW?`)FPLWj?^CJv*fjrtr+?EyV?rM
z4gg`$f!J29wvKd>(Arz2ow~)H&5W~mW;~Pm)eRd|{?v_@La@%9Is=}4ew9&a{3J;=
zxRyFf!<jaem4+F!lfmFs^^<CVYNHfASyJWNGlTbjy=pB=Lecz#C63?Ey(wr^S99_J
zY4G`ZGILe*n;A7tQrgpY!6boMk73;YRnaK8u4c%L(`qUwf2V2j>H0mCBM&CiGp<f>
z--lda){Xtqv($)XXH{VyTYxz1J8)}>$;;k4`BZd9TW@qB6o3io=tWJaTbnl$9mPo6
zWEuTwEk|S0JO$$^WYN~jSy&r!unql3YV(~I_w4sYpaBaEZBtmzo%J=0t)c6(YLm?-
ze$gmkavLQ709xQA)GryA%Ja8yN`a7lIrOZ3n=hF5PY?LhP_Q0U*FJbt!xPWaynfzY
zMoBW)URcgZ!6vVk%Tjkfj*rLDv?f{G%TyUG4{G`1^HiSR1h<xXCM<KeIO*K`R&2Es
z*)9B0E!6iqg~~O;T)06FbCf3-E8hbgdYbaRHu%hn(D|^uPree*v=+y?<Qn3sP0w?#
z5>eRqh&3qMNaIGjw(>Uvx=n~O4g)5B=Uzp5UYV{;vAj^ksUg8>+aZDP_m9o&I#(yL
zeGZRlbJ4FfSnp<!?A9#Ui^`T*ug2yFrs3beUuxr_)FqnC#*#g{u77(H<+cuc40O+5
z&a-iG(U!ZLap?a5W4MX~V=cHuR=ApX+;}{yka3=zf%K?W`Rz1UZNF)r;kRwyh9jbN
z^c{z-H5oFlj+aijxAU%VnmolG5gs%Q`@gz?_x}JBUTxwZ8`|j*MP+Rv7cn;JHnA!n
z7&y&!Q^886`wyBgL(yBpRvPs4Y91>QT)dzxHX+U}&~zJt>+6qGUJ`yGUP*Wh+_M6E
zn)M@vaE+oaT5alm18eY)z&e8D_<Gh)tI3c33b{XqzB)6y#c?XSo&nD_GK``>XBV<M
zm-r3v`%uh7L5|(JW*Oa2;qzj<KeESgi996wl?J)}>+Wo$PiBvieky2o-T?8X=7DJ=
zTtNs&LhN#(fM5^5YV}`_-ve&^VKlxc&}5VQSz`j~%$_F-Fd01?0~qLjwY@0CuYKxr
zR*bKDYeUQYDW#^jr%!wKbn@_2hHx2=@dVFOIKlSkt#jT7@e^tGI);yQE|NtpDwyA7
zfRDbLNZ|4M8pgdEoZjQmnobgry}9UDTC{pHn_yJ^pX5$A;OCs2^PY#e+7D{rbq!)B
zSsc89mMz(kg2aK-Bl4^k8QnQ<DOK!VhfsoR?LSbrgux}bXPz~3e8yphEPD<zJ%%eA
zPmS)<JA0K-yb`N`7<K0zc|A>aI4Isd8J4e8qVWc`D`>M_7G-I|sE{0klh^dkMdD8i
z>st5rY#MHzG`5kD*-!!w-^!ILYWE3yO_E~xcf;+kT-(DOtRlt<jnB=KpVQX83&MUL
zZ4D!h(W8?CITf|6chjY1c_Y<68+bQB@V%^J+f0G3e~#*94<jF`=~HNT4Gp;NaqH5v
zYWte%v`4GymfCiyAKC8g?dFZRDI`kDe*!Cy@cy_saM*0~QOb#zGB&kegU#W&KefCG
zD`|5pd9rCL#M#^)yhofPd#)?F@b1315T^1mj`ZbDGSTXcROJ_`f#ClDi0R_XMnJ7;
zs9U#}J*!F_mIn>DcRfel>&<!R$89M*1LG|}$69a;r0TLQp0Nu3*yjHLmRBHlBn_?V
zRC?E!Uk07!PwqM+%ROyl)GoCYj^Zhy3WSgdje*>bHx7Rf=U#7RtE`)f%a5FV$fZ-%
zU}x0(*PBn8oY9>~t62EA_LTT~d;#%7{y3v`)3p+BZA*@JvH6$qZ2n@syY{m1tll`$
zbgfTLhD)78PYxwTB;q16a6NOh{&n^^JW`Z-X8jKX6^D1{iuFD_#wzT(7NZ__Sx!IT
z2E9Eyo@Jk7u=su89Y0uwHC<a%w}RR?%2}C}UP2G?1K8FlhBSN4N_nk?oa|$X=4QbH
zHBpjJ9V?!zcKEbAaPBGm7iY3~S6cA>zl_oEKePVJB+3n`jBG^*pd+>`$QH?_U_Nc#
zuq)1~hm6&nndwInD7&bh<?&L-!M_naIb#}lhT_9l(_)bk-*4DX8L);nJJ;m{=UjvR
z+VVdUct=vwyeAd%+Q{%pCfkWNl41VteFJtrqZK%6F{e?+l}&y_#Mg7DdbIAoXPsOr
zjbs_m2c<gVHrV+cjeGlUeC3bQi0o8pwv0zVXN>;<<AStyhtll3f1}6$0H6xs>UEqC
zi6X>oyK6^YweuB+Ii%T0@V_2>JGA(Pqs^ndk=klYA-L17q~TUlFwwc}uYvR;y6taG
zW@f;}RBAYs;-rs=yieg>SHZf(`d+bRErs+a4HT=7#2(=Kiu*58lGns~Y<g#kbX#u`
zSj0BO_W-TL1O16d%m=aJx)oSG^e}XLGvVs{r^6ord=|0U-s$=Ri6%ywP1Bizjo1U`
zIL>q0u2Qm18FFi8&z1fdd>hvOBWe+OP)TW}ZXRv)ibCVKPwyYnzW3AgG}2>K+Oec#
zpcnvFE~7P!BkD`wpAXsiC&Ko6R-X`t*4;Luj{dBD$*T{jquR$Le4`E+bgW#j)Yp{d
ze0$<lv9*=uY$}3HVff=oeO+A$$YEH@U5?6X3v<pqFXC+<P}F18Zs1{g6y9Wen<zjz
z3d>h~Gw_^Q>OW|dw5Se5ZPK{hWqY4pPcgz%qwM*9<LgZ_Z#z%7k%k$gR`%orT+f5`
zO`aWjE~Qwl?LTy6k%ku-$J4cX5R!4Z@in7q>D18IwP<v>UU}VPjX60u0=VB9Ngs-A
z3|f8Fz2D3?BFdw_am_@U-XR{+JrluxGVsrjygwbro99^HfOlI?tgJ9`k`H5!2=%U8
z!Fn5M(?>j!Jab7N6VUpM)k1UGqGuRy7ESRJ&HlxiAq2h-F<mX*m-fU9BIl1vb9~Cd
zPu+Jsqu|fP?OR8^{=w8O?j^P?e5cq*Ut)bL)U^Kq4cl2s<}6AWbJDme;anxn88o{c
zRV%`zY~!zUsD^WKhAKxDS{tRdwUR=o<>)KXx?7x9=v`^{<emj{cURLg<Q5Kj>q$&*
z4C1~ld`*+WH#SWQvxS*nO~2g-kx}@Y!g2V5Y}~Jy53O@ojOwmf=ygzZ>FXtP()=Is
zd&B<#5VX}Ab=RMAiVMTEhC}bga2^%#b*F|?cAkRTPNmn3`%;BD#e44Nbv>2;0Cuc;
z-L=CG9Bn^Z!O-={wJT8!vaA>Ab{*$}+5L0vT``f);?p{2lXCjja?d$Ym|yC=inSta
zHuBLVC7lC$W{)(;zc4?IEz8vu{@RvyQ$?|k?l>91^~DoHtlNU+scW!ldzYTxS>r}^
z1Td`KH^dX@=<rVyTtKb5Hc^tG{{RX8hKsJEYD;5E*4-gt`@D|z3wV+X>sFR8^k0y$
z^H&G)2A-Rs_qJyAE`SUSQ&B-t&Q3ax^=4%3%6_#EmK&kwjYC4M@n1gGh|VR)(;$!Q
zQ0sA+?c-pDipZpXeQG7ql^t$NZyL*RWquYsq-uS8pXpbHmgv>clB_a2)$+9OVtJLV
zaw!>hkxh~kykdYkT}t*%Kg2M32*Avw7GL4VIsTP%ThS!En%d?TD{*e&(+3&tgX$}m
zq$SLnIwL6Z*_|Xe#!F;o``dY}NOdDMyN@iS(Veb`JR0eYv@mN@-PQBUh+$CDF~(Ss
ztL}eJD<vbE8#`;|Mw&vTn9;pYZrSb4POp83rrl4?e+b*!Si9<MSOpsg84Aayez?VB
z==TCB1PoZV;K2@dwmVjp6qb)-pyJi~ogMQiyougDo55yoN6?e+P|0-Kh2*9}zjUZ0
zAY&X3YZbMNea$a1<bfUj;TbEqx3@~GrOwEzlg95D<7hn%5{oM32b23Y;bcq(4W2q@
zKjB-qR<PVzmxUQlf4h&z9+Z^2G&kgRz7N(T)Fb`mD$c9HR_pIvHiv&EiqlE77g55g
z{J|gRrDr%_V@S)n=z6`}Z6c&-o_^eg9RT$;$J**}PQG@@o_Eih**NEbG5S|KgGWM=
zHEuMyWMycrO~kC(k(x|&@ASu|R<^!*Boi{s@&^Yb;EW6p!n5U+M|9arXkOM=X$<jW
za8SeUXVCYpcr^x+W{b>_uRKZf0#95VcB{O)p=r^SEY0_m5=LH5Np@}q)4&bf)8+Ek
zZ2g{Pn1(xqgcE~|AMmHXwhNlt4y8L@M-uLe*bVcmC;^A2eK;IfH>>IrXu40>qWSLb
zc`OGgorN_++C7Bpa&<brZ^q4YzUtj}qzYCdTRT|rNUkCoJiQ=WkaM@6t#(tP8gF1#
zU9M4|P-&T&oR%jflUXh1D-nkLjdk+e6<e2D;O9B2LErnW`5IQYLe)d1(0oa8rCcjU
z<N$hRxz92CD}F|kf|6|3HLQJc@XyDotJtEv-@Q@yb6+(0Q^hx09pXrZ*9V>ran6hA
zcT=qyX(R2eH^k7i+ZnJ&@VBLSRj-fZyM`Nu-X#7!16<CWk=GR)Xlwj+_*-o>qsH14
z0dFlBOM7o0Nsx7X4&Zh5A4=)GBjc-k#q#6^P{6B3!y$p~iX+Ul=qXZ+wd#+PyhU*v
zGYAl@F8=@`=O+Z@bM&sG;>UyH(tJrV(-K2r=59f>g9_&%eeser>?@)XJRDUy#z|X3
zFAjND`)`~X8=|Q{FV`N`M($}N((U}EU?Uui8m>;~v4@2;l%#rApW}(G;cyN|P%~a{
zq3REPFo$abc<5;MX!I8>z6N_&g#2=s@=EtxL}QPdyrS#Fz9O)8lHSVVYggnnN?Z9<
zxHM($Ecs-Qdhm~o?DZ?DE%H}$Hq)NntLOb9^IGuT+TGpSTw7ai+8RVF$)xEyY+p1a
zwz2PeFN>1i_FHi#;k~li;B#L-uZ$;->UUE7xjhf9A6J;I7u5TY!g}h-ZmM57864Mu
zd^h-=66uTfnHWmEb5QBZI#|Wga(73$_~%lw@dl51q3RF1-sv`x>D(WvI6sAWpNTwN
z_gBJT$IJc`>sWHTo|POrakPz}4{3fO@V=Q04HT2j$XlS>*J_fgM`a{n)_sqQrkd0!
zmHe=BR1=EgsYN%;)}|G3jyGxOTwNzt)T6zY7;Y}sIN9W1Kat1Hf!?2ItJ>e{R_HDk
z4=y<-N0w6(nE>HSW503w*DJhi?0L4nhnnqnxbo2pI~)bZO;*)>d~EKeQ(!HjZOYO@
zqjI(n-6yA7^y3*cnmoxQr0!Y1n)csFnrlfO-pA&Sdzf~qken%uXRijiD}8C7MY^`N
zS)|(DVP+Wsch7H1ZZlI|h3?qM(%KsxLv)+mNB*rQQ?;|f4UR`1m7(F8ggUG*a*HGY
z?RM@5U(&iIdl3!vK9umEfm7mt!xoNRFpV{x#jWL-Z}gUiFkM(@<scGpdhmMIhr-{A
znl6!U&?HjZTF47Db0|6FgS&4Ws2x4CUp-cxYIQxOB+=|soN7asPU!iE;(x*WzlXQc
zEzCY;h2&;iOSK;?i|L-39mRcJu6UorvuXEMLC&S6H0>ldQ^a%5+>G)ujo+nun0$48
zsz&DpY!xXx!Pwq}Zn3r?Wke~D`{Y;7m!Gz#m!;gbwB8lH5XAmbXs%G44gmm<O8281
ztE1=T?z=PHwMAXHBPF=Scs{xNTli9YFER^VMVYw~v^z=TIL?0xmkD+%GF@5f*BTev
zE}Ax$9EA)*wof(lweRgcqD84mdueB=5rsZWAOW%1oYeBl`xVTsx$cvAP+d;2K&>>a
zcHu^OucZF~XMcwF{x-9)@gAjYw$`_HG2BB7$TBymW1n%-x@h5LS6z|KQxK`IGtFf1
zUa6t!IyL>Ry2qy5Ky4b?PGx2QGr8<WNj}x+zaOk^d?Tm94ZXa<rFSaU@ArNG03ltK
zX>vhC=ciMiO{2{oXmtqiK2wa9K9%LNc#3@^R5wh<D_D;C8dl*!{(nmI+#5Sok~=*|
z!<PPHNRfnfZNRQa>0Wae?NQ)ctEaY__U7JXkf!M^n8f(*7-x^IW61j&#(rm^&8B&c
zmR#2*Ve$LG`h+t`n$&8Ma>iKQIQ1DE{uN%$_6~EehfNTnAq9DkrTbR+CeHdhNEZJ6
zPB&ab1`%`hAeudk1vbx5((Qk=blqD;cvaHkMU?J6SBzkNSD(VZTk+TJRjS^2lGa}b
z+nWnpDGPm~<~_}G#tN0_5c+lcP^h<{I;-Z7qIDktLlY6?g<<{Cj8`}C^Y*6j?~JTr
zPZ7r22C?@f42;l7arc$+!1g^oYCVcw1gbvf{*!5__*K8q=eUyBcILHdn_>EYbp0zE
z#^1Def%HoRI%VJX?cAqoLu#iB?#xF5k7d}uYToC#cvo1T#8Jp>?^IkwKY3+)5G<$t
z<s*+nUl?e=wTFr={9mTtTj-YX*(CUoD!WMV=atXXpRH)A$!^T$XR-H0ao$YZZY(x~
z{{Stm?iGjRz*on=7ykfkZADt*!@@GW7n}Dz<HQ*u1Z1Lv_nXw71`k@ENiunlu-?W+
zi8oI2TZ5cz0R0VoS@6I1*VKGJ;Js4Q#fx>WYcb24DG>sBsNZ>5fq}5{IOH5u`#CKw
za+H^I?8&V6e9QAM*EQf?3jMNt7p&OAnvdG_JJydc9mHYcW*iV09=*nKnk@RD=JP$e
z=G-ElE5R?nZEpgdNZQ-mYWGoa1=3rnRzAS6HC(dn9Le=PlST2AT0e^;v%j*<w8%tv
zS;$AvLOsWN`KQI7wdaSfH5i7KqhDXa8wZ+caS;PN>|SzyxU5||oZQhijH$Tt$oqOt
zCr#B9NFs>jV>tD%mal(pKL+@B!fA7+3(ad)b;Md|iK5uw^wG$`A55Q0-Zz%<Ipn!^
zk@PERdW<(hYg>t<RZ<ZVfdG22JRH~0{{RnvZVwM?R;s=#vbfMM8Ae(-o_I;g=s?Q-
z4M(%H*uHHKpbfsX@&hH}?_tg@!2J2I0r8jZz2OZe84rh`yw|lt`vh+bTgIS&5oR4d
zFh44#P261Py~h9vLH53DtF6Md#L8{UVBr97Z^Je6osaw!0q!JNwO<NLX%<0gZD#Wu
zgPprr4hYE3c&hex7qmXRYhRcWIj;=x{{Zcw;B9KjE^p)2G#$^eTK3h9Onsd)KRi(2
z#Ti`oxwM#X7$e8H9Ftxvs{Yu10nt`jBfq)5xMeLGTU)aR1GY{8IrXHexpXg@+cV!S
zR_fY32i}S>0qctSUrGM}f`Mt*7fTiY0EF)?t(=uhnC?)YV#+`R^Q-n!OJZ+!eQgc&
zjrWj(JuBnc{{V0MdtGWs?fflqbEJX*k>&|G803M1r=0iZty7)0Gj=||)HN^kc@a>&
zyGdB{f@|WNf7_y8_)cymywRn93d{s?#Tt*bMgHGh9RC1!KSNV0b!~fSRC#-!bZ9c|
z(QMEI^2DR`ua_hJzC0DD*zS)_*Dea3zDnAv9l7h0*sF|W*2J}~&#B}9x8q+dc$4<}
z@LW0#z0RGd>UY<YvWKu_5Xl;x<d@}gJ-X(nmPj-{r8c5?xCaf;*T%jR{{Vu7=@z=+
zx755pszss6(rw8s&>vh3ZeMP+tlHHB(^Su_F5sTZ>804xLhFYLa&kHxSAl9Dx6i|P
zE$^hZi&(s#A^V7a$Ft8k=op`rXO3$wSzki#t!8}zq$q7M6l4e7$0t0Kn)zeFzqgl#
zZFE~Wwd);GH9!ko8+Zdo7?Ma{azM^M3f3yh%^6Quq2n?xfBjT>fu6prl;b6Znl(5X
zCytfS=yq_dM(%a_6Oo?vNn23m(1>VKSz0aC&JeK5sq0Z{dbHZr;bu6EcvbB~=6i{9
zt%y(t$*EztZo`UkjgX~wJ|WYkO0l0#YOF<>Zrtsr!lioEs}RwrZric`6&1Vwb*Cwl
zHDThRhFsQ)CT7j7n{m>q!#*o$q>S0n+e|pfAC+d?+!I?y#%$`XE*Fj$@)eB*(OewX
z+8CXEt<r)xU&vM!z307c6hYX-c)W1GkgOYf&Yae%A~ic}OXXZ-Fa7c>owvT}%|28Y
zXL)OUjgA-c70cS+@;RzeLc2TYZ_sv8_zL9X)CgX+Ud?nO?Cqn~5r4Wr0bFA0N2cy*
z_Gq4CwQX4sP^A3@aZRZe?@QSsa~+FnN$9`#$gVs4Q2PF~{hC3{by8m^TrcD+l5JBT
z#Y@?ta~&L-g06ZG!nsz|yv&T#_Gnzj)!wA64sd>=xyhz2-j8O3n3GVxRwn^}AyHju
zI+DQ*&0}&RxKA=C@|zC4@(wv18kNbl!QAJyJD|YuKPs(#17z`9*#c%2^x4l!j`|ko
zip|9ua~$rYA;}q{{u8*@Jfqm!GC9k~JB>?uA1AeD;%bZ=vRgUkq`Z!~<r7$#*BR!d
znm$c)N(Skfa%Y;FX!_PJCaIY+ZaL(Nu_S!fQjLuhG4CN}1cHA$y)=I-aoV%6`Hx|-
z(stXz3IcX7@bl8Tds|T?Fp@vznvDJez5-8HeN1*nL^@iQ17Q4z71dek<Bh}dsJTZi
z{ep_bm{gB(U3+Q!lni6qmBeu~cx5J2xG_Dpxd-zV*tLqTLV`zsN_@;LjsyD#Rj~wG
zTr|no%b1hWyU6X^cIE_Q+MhcYDmX}dMfMEAsM|?rF+4jdWhT7>OBm-HB}H{3ox?wt
zXy!w+Im;bT$b$wcqa&<D6Go-rSUl4uoR4QAIR-Pw<wejF$8i*_2LR`lAZD;`EOl)w
znGjtsa=bU;Om{lie73<@!9MB+E0(bFWFBcrB>OX{&e_H>icJXY)+7Tj7(Sc|qi3qe
zaH{O;Q1CEEKT%Qzi7k_~YtLRP&QX^kv*<-g8IwR2v9x|dt<1anaD6&c)TGR5ZHLTu
z4t=WJ(fq}IDW)6lV$Ei|xKKTED)f<s9<=$HCQCpRkCc8@V&jl{f$i3q6y=WI<}(!W
zEQ)yODXPI+*XvA1E#HQ&H2ICjmUpP>6CAg=2e|!fr?flpHj*m2nLMb)@aDXeTpjT&
za`ciW80plC*VViu_V)W-tAx88u6Pc83G99AIXK9*%#OY-KGRdNjKmcBFas)orVVm_
z74bt`+%!^0BsVdgmlm@w)*k-<09xjh8r0r1Pebbe0NMBUfF2)?-@+a<Xyww$5n1XN
zF{>;GJVzlT?w-xt>C?s%3w>JMWP=PCbUgn6z(}lIpHlsrdZX>ni5~_uKZv?nF<RT%
zYLSiB*U-iXzShUyL;7_d{t56`_J_Fmdn8&vh+bQ-53k6qa`M?Ps`q&Px{ltJ4&%2e
z#`v4zwfBZK87y@xKO%Jh0Av+$>ZiD`vwTtE-4EiAhU1bMp}m37O>KK>!M;*BWMR~M
zeia<nEo-^(My279v65m0b{MZ|@pr=QTf_579nGYYNB;mUt`QE&2dF*1lt!utO!>1@
z&{jS~Do0+G=z7P8<c*57Ob<?LUUWyZXOG+I;>S=~6&Igjf;}s()wF$#S7z7j8;X4C
z=ss4CyTWqEtLgE^6@K5RjK!57y@2-oI(}8j_;&V9F7hd3ZIVWExjjd9KT%jtJyEP*
zbD8+1;id5Jj4V7|We^avc^A=z>W#r-Jx2%guTSxHowtazdzjb#P4q-38QUg1{xx)}
zyK+lnCj{Rz+~nIzN!B({l0@scGJ(+Y4RgK@@fG@Mr%ZbTcO{z?-RG(>T<{1!hc&IF
zh)o+(=`jYz#s2`lMG|V)Ws4mkgXnJK;*Cp8sWzCAsr}lY_z0;VRJ!UkwZ}{~+R>=4
zWww<Q$T!5G9zN))?sZ$Pzu8I;wc=B_T%{$7+svwnj2nQY3T4KzJ8j>mEO=l;i?ulX
zDTUF)ct64|tn1NQ+_#q=er(kC+Qr3%<kuf@*pe&sne#m&e8hQE_l@s}R#w_A;%T-_
zJf%^bS1l#X`lZ>HR%doSO<g$hFL~-j<<9g(miC}y0<|q|TWI2j?h2b36erTV--mw;
zbw3?m6}F6}vK&0jIM1N2O4zy>WqPu)>S1!cRy#@%zn@RM;y%hq;8)pR8~u{BKe4a&
zmDR-4Fz3r{sw?NJ@lIbw+gIq1S#Z`W-u&XeZ}d#~!IZBZE8YJ9XiwS9{4vww*EGAC
zF7&66MJh}8;bYL`bqA$-nSOVI%%#afe)ngiJS=WkiNUUUtH-)LDmEbXsP`4Ge^bO|
z=;p;#Sx>EP3z*2&ifW-8`%hZv<*|{!Z#FT_X2W&UnsGB{K^4bJ&bPYVj%!<)v~OG8
zcC6^`2NkqrLD1XWk>0ZH?uB$kkt3(KyvI{m@y<_5y-coj_WFQU9M%*vKU$@7T#m7I
zA%V?v>e8H$tbKT^yCazC2B1A_8asQD43e~Lv8c;43=X)ePq{AUv+5r8l@*2U=HDXT
zNjCz+YLk#U({@|3Ro=+ZZA(4t(0(8O&R!$&7O`rY+%jldOxC95@1@7cGBJVN`&Sig
zb{7vGdXrX1O*}1nua+@pFT>ve>)#Z0bEjxl#&<!PrgOF^M`G>U>D1S#{ABp`q<k0f
zynYb)aEk;HCflpn2s6t346}8~>t7{^;&ms>g@ydt@8R+pzk0l^cA9s=KZYL(Y~q{8
zy8L>MrcsN*=9uCgKI~)WIQ2bq(!VqQB79udwT(h)o_Q{3ZgTSE{yw$i&oIm}F79^p
z(Dk90;V9_ibM)TF;-~EWrpWQx=+>vAd6HTe1P(f}KK1!q;r{>->emjp7ZW;=bHnf}
zlBG;n+N%EZrWkxTNFTHs_4kH;B78Buy3?VPQqsJZR9!tbNrnCt91+lZSI?iZe~Ks8
zz7_b+%H>VO7S_u!h!S&^U`Nw|#b<%3IM+(<_b|s%QKzEN@c#f4M`$$(zQq*K+k!%*
z?it6_fmC(t^pfU5%C=5bfEeed2T!GbxlMbh{Q6RNFs|WN&lMfT$66TEF)yst=hmNd
zF6`77%yU=PJ#Z@Z(*v4@Z5cC=zqZ?+D{A7|Bvxb4S2VZK=!0)Vi@1d5wIS2w)h~=u
z50oBHr6|&r-I6<F8!b!;EsJ-rR?++c14IMI=0B;f)tA(2?6qUZZY_4_iuLahd@yga
zw6R;V?HS67<Exj=YKvY+ipg)4ZaY?%p=Q=M5=7$#cs1lon}f8F&wtWkNiFTLGx9Ef
zAy)i95AI=*{NEz+j+_eo+FuhsvO6N`MzQin4s*z>Gw00dk)FPl1re>NJ8&=$@m07Z
zRoY4I#R4g|nl}QXwN<|E7a8gANDR32@yE-7-K%=uFsqj5`5Fdb&1JP$YT%wY6|X9J
zn8<H$N&x33vfY8-ryZ+w*<+sI^)$fdp3HP%xldne+PJkbrs8=$r~{AGJSV5>(f;<?
zWZ?bbkN&-M62@auk<VVeXt?Zot=ELFygw<MN}Z*Ea&6{6pf%fENCOf<$mBL@^FE^G
zIO`u0ubd&ejjg9%3~$A2Yg$ddwHmDIHz?vo;EH!bv2Hy=E0qKhf!CVi=FoL5C-;`}
z$#D|rzs#fDcc*3CTAhr<AG!^4R{kbrWl6>lOpYmXkC@+^J9yyw)>CTnNs=VscFh1b
z`c0$1AFXEJUkRKl{KVCyCc-yqB>{P@O&3dND$Fu_Q*9wDvi6l~S8i0At>S+fX?_Wa
zi>8v|=ndayw*jA?ne4xfLQ<B<cTwExqri+P{6Vjqd|CTJYxm4z(&Akn9&sX(B**>)
zMhD<O8nuU<wI|y`C%pKp!%*K_t@7PPrrp3lcXd06*B{+xJQ4h>;|*(G)HTVBm-n|9
zkDTtfm7M;ytZ=elXwF!u_CBQ0emQ7b48|=-Q?`oYGqz8&v6?pnxF`*Lk-V=%T1yED
zZe+1jTOU?<v-Yy^^G=6J(Jr+aBR}hITtJ8L8EjX|dx@tUB`EX<imNWCz3G3pXT-k>
z+TU3COI&{mX}6LYUe`_eg0bpVq})?I_Tx3+dylPc>?!Zcj9qGvM$bXkzAbpq#q$|;
zj}_~Bq>M>FYSd<aPg8=}t`^>6j5_tJ<V$2vGkdeFv%I^KP3>_rH}{%WC;8QVHsM)@
zPS&I}dj9~!ABh^Cld4+T>Nk^JX;UzbmUl1ZXMoC2BL}GIisLk<A1U<fT=gkJqO(U$
zI+CXDnf0Z`n@1>YcgUphez~P<J`d9FZgrarX_^p{M|F1`ZW(@4ki;I@{A<CKCkZ&%
z_G3~LN=Dy?{5h`pyX`ib9fX(C+JQ8IZW1u4#~m4ldGzVts@cribj^REYS7Cvf~xj6
zO5C5}Vuyg;59ivYuOQ!Mb6z;`4!7Wc6=@?@usVBdPS9JIxIzq|uU7{Ee8Z{kYgfhE
zhP&g-J9u?n38rf)MA5vOk&woAk&l>TzvwFCEiED(UG9$Ae`LRkDV^RM-gD3TbR_=(
z=v9ZH{D0Ie?M0NH8GFfX$CV_fRh3zY?nZI>Quq4~=CgjwKN9@HzwnE{%6nbK{{Y2O
z{{X`NzSw`_kDrs<SAX%T_rQkh_F4Fm8jSd2W1h=#5&r<$s*UHz%~Q@9@SNf-@TXB`
z$8Ni*{ot;;jhpsW_>(sa;VYtjr;Gmpil#Tm%}PAu!cr@A2kng5{{YA6y!sDA=lLd&
zRGa1F+PYs7{590PDx&SJq>evvU#-s%I%{L&<x^WTD@oGTW+8_ZT51@<=)<jf(sJr{
zQE}>Zc2+Tram8m_>uRVnd93w41t=e2e$MvRjp2wEAfiN(yusggf5N_c_;>M+@4%Xx
z+}jZ>EyULBepesR``5?jnNA}UKWRzd$os6nJ;PJOEG<uV-Fke_zhFWX0bUDh`&wu%
zU?zCvj!n5Sp1Jg|kCsP_l(~JIJsDysIP<EpxA>8{`&nw1);|XIi05VBF^)Kt^)6gv
zACa$;zBYVj)V?h0$R$2Tmu|$tYNw3<0C~MleRfB~lfqYyD!a2=Bjs}};|!=z4@cf|
z()}0tmc9r42-iM2c!BIRr4if1gK=`qphgd|BPSWJR{sEkfB4SdLHOBgr_PV%>bBBa
zqwG=^UAvbg@-wuKJ!|hVbt+P)dS~a9qNOi*_OAy20KqssDWux8o-Ws}^$B_@u|H;v
zb?du1IQ~`gm+cYpGsiQ0U-2ES=CQ2CE$^jRZ04P#Sky5J0`vnIub=wfDr=cc_Erv>
z-1@7;pYTmz2x^ckcxT2Mo}V(OBJm@-M{IC-+DAXmzAW(H?Oo%a0!)Rq=_8FB1ty$^
z$JU7BG4Rzp{{UWuyd4MD$ESQu{fd4gd^L~Hip_jUWC_grSS(av9F#nP)P5E1e*nL4
z8GLOD>Drc~Yj<^mfvylM=dmPk!nXd}#8Lh%FY+<|%T+&zBjSi)o*4vkLnLzb^4SP(
zdFj@^nEk9iD0n3_bk{9(&#?HW+U0f_u)B_aWpX$p7$EvrsfW)f*Ic}<OYk|WWi{#Q
z+Ogq29q`Vj;$@U+(3^*a(PWK&@~a$g$DloZD&4p3F?*)1hNPBO@l3o+aU3coQOC;8
zKJfP=J&i?7;-~z(hwJ`DLo18cQ$0h%U$c&`1;qX$VWwLm$Q813SwSNnpyTzgEAi*;
z6|MNASh!`pxt7XNh}C2&h))27$;VuMD~;y3$t@a3Omf^bU%jdH{)^!M0EL&IY(=xU
znly=JP0|G+nFwI5o`8&idyjhgH^H9}AeTqFhfuit84O13oaCOLL;S^X%N>nPe({})
z2ZZSaeSfO>gW%4Ir^OtaM2=br;4Qd}v~AV6>V13WzdyWT<7@W2c-K&Sh<6c)&en9}
z8?oPtajlA%{Jnp9GNFc#{JTfk-ZcHIejDfyeFmA}=oV6_LfmI*Z!>cMJA;b&62|I%
zUit4Xot`Me1Xer_^`+`XCg%S3XKG(&3+_JkhxVWFowlE*NB;l_?Tq)ERl>AovnDb)
z>GJM8_cif7o#g5EH$(P&SkSH<oXgid^*w7RI=}Pr{p{H)f5^V$?TJ5WVWH_Z!$+~O
zx<yAr2iep)WAg%iGD+|6-o7YpMp)*BN1f!AIBe`=>@)dPd+pv*Z{}Y#c2Qq(>0TuL
zuRK}euZYlH-0D{rP>9~$;aAQO{{RL$SDz<<H0@d>x{AtZ3m=+Al(QoP&O!C7o1-Xl
zNfQ-OO-UWUk34%6o)?;AbV=JLOUYX#mKeg1Tvt6dgZ}^s&xG%Pwjpcy?jm7r<)_RW
z2eIkvn&YQR5vaL!I;vEggSp_%c_sFtyh|g7Z@hT@E2#Kq;W_oo(!xCd0M9&*39n+L
z<4tOLFpR1_4?ytFi!rx|vKCBw^{-?2eenM8SiG^)tnI^1Gb$E2J4Zr(g1l;#wb1ox
z)8$uZ(jT&&&-@{u0X`&a7YXIZBq?VGBr%fgr+|HV6`T7&Y8KxP{5j#zhuToMv=Lg1
ztwuFv+aos!B*D(^8L)b874#W4T{_eH#YJR%_G^xZFS4fY&lkG68;?J&VclMC&o%lB
zeUFXhWvh#!&0@`U*P2O>l%C?}uRPX7_kDS!+9^bmX}1&2X0^%BTFPxSZy1tl*8&?H
zDdg1+N>4FV6I`;E$sPE3>vnWr39t)q<}mr4vs&H}hkdMJ26?Zb!K9VWnIA^{7x*W0
z<ETyCjx99!&J4`CEPWJruWS9A{7Gis2Zv59v0Yn}zBV`~J?oD$#$stpmYTBe6x3d<
z&)5D5S!g<2807m@U|{)(0sSk{d}pggHlFaKZYQoQhYN_r)R(^WG_-mjn4h$_fK$Rg
zB3qke+i!BD?E`>CdUx%C9BpH0qz^MJMRjB8$C5Q3<T-R^W}CJ<J8}WXl)ZZN6`f;v
zUe+zE&c)*%!<zg~UlTsMJ0oF9koD`&J?a=F3`aY7s3^M{hF}4~$4X_pe98wUyPmXw
zxfCqSxdiS1063>D&{Xn*KJb5spU_YSfK)~Kj#v(a@mZ^?KidV2cJdpNp`G1$j2?vh
z`%(i@VZs7b9>bco3cR-Qt}++77$@F<Dm-8>-5DH@ty#E>XdsT%492{SNsc+@rMlX?
zyYbS2n0JwYyb=v1;=XVXGy#ovzbkQ?Tcsm*azy}P-8l!))K}6En;&|to0VkL8a4wt
zth=eP#(Ao+t~*d@FQXz@QU3r8ezlo2#4Zn7X#tI?>9Sjp)|0nf`Eqgx<JPQ93orwp
zYS77*G+jaAyaMhP$v=DiE2Po<Hu{4pl}SKy1t%rc5@%(gv=S^&8v+k-YKQg=_6xq!
zPc7HCWA&^ZnYwo9JK`6^`wP2go-1banM{o%Hc2FMYr4|>&k=YoDQ<1No9lLac|hbg
zF|~p22qX2P5|kaTOp=niN5noV(mu_2(d`Pz-9YE*UWf5(!@t@0(>ekRsbTf6P8B(h
zDaOZv-Y&^F=~uNoU6K$FIL<3{V9}F9DHTKj;+seZP?W%uDv~wZ+nNT8_OcblGTu24
z-9|q_Qc=|DS8O)zYRj=%qGigm{b~zGQ>tjA#2QnuMSHt&U3lcLaZ+fSlUm(HF3wbf
zdFxr;QPme^C1!OWvfR>J`1)H2N~_;nv_X3oTsZu28}q7u7Mec*{94d;s2Hx4*O6TY
zAHapjn5XCo{3{$xRccMgbXFc-%BH&?a5b2b7cr2mn_Y3&kMXSk026#e@HBpH%pO0p
zjbm~JwW|WsjP@jB74ymxmqXq5iFG(%8F+X85$#efMl>SQ;mk4;c-%P$@fob!&yD^9
z*Y0ktZ?CT{?9d5gp5t%NC^!Hr<n$!u;<^<&iF?VJIl=7BYjuuT!BLuJj5n5gjL=7B
zrrlIBdGa>lobkuDKRV5#iw|a-56f0&d*(xn8*%>tZCm^*N;7Y5Q))Td5r$0?wcD?j
z_A$E#B><I%JDQ+AwD`f`TMM5K>Xz>sjj*!=j)V;6yg&Ak{im(&X1>t$7xSJ>$1Tu2
zDCj`<uiL8PBN$pv?D-0gHnH-aqcYpyI-&V<iq5#3%#gX{*UryZb2@q&BI|d0%Ugp;
z)0o+g;Py3{9no5Pm2+FqY-2T=w}hIda#?@Os);`8(OkwyY4F#^jo?2T==$J=uD-!_
z9mkTgY~8hi#c{16rz=S~y@)>6{jPiuY2xe6GvbDi0iQ$hJ)BdCI3^i_;G<)|ADA`5
z{>*>0Hix6=GW<CBhi@(a0D~{)4Fu~UR@3Dt8<h4_o_#v{*Un-vH6bo~I<CjDhsGry
zN~rkn;-`h=v${7PTc~d2abIctW&NDSpMR)njNfUsBhIn7VjN2ga*P;oc&;epJ(K0A
ztai%|t1fD6{P*y@nzgQ|jiw16XwLnyw$eTGn)NRmd@_f_T9vxlJEhc(v&m3-$5zdC
zD)6YZIliwtPf*u9QLcEx#Oaqx*C94E+u2Jmpv`9LO9q#w`EW#Jx|fHUf#R}?ig$`N
zl%;D)=tpn%EjBPNr7UMAHHH)!9AmczvOdirxwM%a>`(SXE`2{5rpQ_yOge1vTiQ(w
zZ2^>oLoN!j&!_nDU4MrxZSO4Lw7riFA>BMocCr)5bk7|2?b@+*EcG_zy3ph=^!-V#
zmd(eQ+j-f;H{v?~0QIZs4F~pR*7c1x*8c!TwR`IjBmLxz19I35xZvOn{xzSsiGIzW
z8sA#nTi(D6nPZfZg*b0Q4SFBNj|)rTpB&s<OJyaYSs0slQVNsl?OoLBb4KSSN_Lfu
zjVn!+w7CQ-JmVkwwd9a}zXM-Se$PL$-mCFX!fUG7c~M)m<s_O$!iE?-N3J;h>yD-&
zDOl-^DA@VZ$4I<uSbuXMoj=uvae$z506hkA&3!@QPubr4!@dfaUNEi2)xFWRaI%K^
z{KBBGu=M=RW%Y#Jja3~Fm~{;nXs#7*j7&CsjT;s!<Ya(4lk1+9^!@Mb)8eJIf@Sc{
z)a!8oXSuaPU58~P@T1oQC+SII5iXJQ=ZAFzV9RB14am4|94S&$f!{oTOjlRqPlI>*
zURgAKLfZO5Tg<qG!IS8vk0<ptT=AH_=$e*x4X#+Vs#{3T%2(|-3<)E-13V9Y^}_fU
zS-8^mM6fo&Zo{888IjAW9CgkJKhBh*<Ekz)Qqi89VWH^06YzVROAoW%S%R#rLo+vH
zpMOfTt!eiccKa0;B)p3f#)KC}2RZ5AHO%iPc{8Fmin2%1(s;W<{h0h0qsw8SrlI4V
zX2C8bd%3<_K<WrR4scK1;2d*QJ}3M*x%j>CU&9_e&?A!XQqwF&hOcO(ZeJ*1$;lZw
z89v9_zNaRkfvK%sXXbpaX<HQ;a>q!YGHW{h_PMEDY8r*qmv`4P8D^eSmUcZ!tXr8%
zG3%Q9)o80D<!yaQWx4B<SyNnQlaWd#i;IpAHJLR2^&Zf!LP@8p63v|RP~>SC4tdY5
zRB1cb5}B-EKH_pzWb~~2soGDGde=0nCeEnRYg5zy7WjhN9ZKHb?SjV62IlB1&NTG8
zw_v~@TJ&)E=ZEt}@=97W^ryf+6S2918-#X7#zVsUPv$G*UjTm69x3nyLI{YwwqB7>
zlaHaTt7ARBv6YIAK26on(94Y~*4EA4-0fA#X&W{9{qYm_uJM<S^tm+Dl07QUQMOOB
zWIK;d-K&l@99`u*n))Lv_M7;FZ{qJ9Tv}=J32dzM5OqH*H+)x)UQD*?-0pLdYB3mx
zU9N4B9Ep0LLRr}U<`M^%n^&Iw1yi-Tf3w5qIUge7bL=bfc`tdNR~?akkVhd!c9ds4
znu-~Muv~CGJ^gA%Y1sVCgOX1k-<>wjK^Rse3+jKuq-OP+i8rRzJ&7l+Q@6d2HC!eJ
z4o+}>zght4t!<NN+yL*>jQwhslRd@3-ggL(3ZK@Ui8Q7mR44~`u4)^Jj?zg8df-w5
zt0{HIBitGzkV%jS&Z9j406GR!xQ}y;@-f@_)Y5`*dhvsbLpl4)e*FG*V*DSQu=Su0
zS5jT7a4}J8>{Mc^z;gPJ%*2k>4f7T}R)~`>NcTyT&1qZNmX9QTO)(th+On_;IL&QM
zWL{222VqpKBQHtQ&DGG#{G-;o{{RnZBg_tXsFbuCM%9E+TEL1x509oPZz3$f4tD$T
zSng<AK2u|#uf1k&mOr|8uT8DVrD2|l;Mh`q9_}KT8;Ks=3X|aNjNT%+)nW6zgtdue
zZKEvPiBJZ3#~n|%6)!@Tr_Y}otYd|wE<(3v&30cE{3E7V%{0#hmoo-pWV@8e$MfKR
z0=ntQ=cyCpT~ZS~hscejW$MZ@E35HE^e{}x9~dNTUV^*hCUG>8=gp<ge((wPHDdDO
zM{X2=YgKbC5mmI<<Np9zCVre!c~2)mNvG-|RNBONLe%K&WN+cxJxv-9Qp7jNnAr#)
zg&s^$E@hcl@y#KU$8{?<0NT0fQLd+90T@{)Kaij<SzCz<4aJG{993C-QM3hy);Rt9
z(y(0{F#V&AtFU$XjdOBqx3m8M%T0s*nmJf=9aB84yCu7ju0H7C3gnfgxQ16Uvoej{
zXyp!Obj2;f`K2WP0JPPCp|z`O7L9usoo<sOO1U7kdx2q}rf6}pxG8FN+D?yq;wyn`
zrC85@D*VqKx)K$8mTrnY&3)r1fc!JyYbb1dGo#yD*j`8H90Fa(8%bhvcs1kC9GAkr
z^U;nKy<0YZ7Wgt>7JMr3jph7pWvJO(rkQxB5v+v^1YpOj5sdXGHO5V&touO|3?G$z
z<^X*Lc&|26=5AND&qgujRy~4GgiDeH%!B^BsjnC|32wLzIOC$q-{Vnc`j>wr(L6!$
z%xH}krz1%{y|alfJh|f!<bZdT2LO;W!LKiqO@`r#ceo^S15Ct!I%+Sg3!W)7VjG4x
zA-Ct9-E&@x<8K7Zaiz(rMuEJ(WZUWMU!whLl}TAkQ|D`C_2{l=9S=Bbi%&|%y3A5y
zv~1$JvG$8!?ux<l4J#GR<a8@>Yv?NhWa-TxG4pvH7`V0UqPg)Y^`quZ&8er4aM&?f
z9%(E&tyG<f+}3FYQfYR9O--3{my+YlIUQ<@Y|}`wpxn%G25W1RW9pCD{{Z%;(Y!OI
zTX<W>z8;fa)3<q6*U-pK#j>%+!MO67=%W~~75HoLk6rkMug9m^!6myX4<z!gBSh+3
zcS3!ugB3>&Qa7x0(3NPv-5n?GMQf#5{9L%wyg4V@Y~zh*`Htp`cn4|6@c@4e)s0i(
zKZv|h;;mlp#@a&iNZTYFu|yj|>B%_H9CKee7fzD2S?<1ii8&uR$g^rU&gU$C;=#D!
z_OGIRKl?Ixiq~7TZDz*u-Yc1hnQ|aJ9E>hU-8HYag|ucq&D`g{4g3ex{Bf&61Xi~;
zu2gP#(6cDxvF-J*(I1DfXx|9D86#gy6^5H`rb%w@W+xaNv%B+}<CS?!NSDf^t22HS
z{>(lc@HU%o{imne-Fa$3^K#(i5J?P9)6Z@(+P-Y~@BaV=HnO*t=STQ=r+;a;F`ZWT
zbaCg_H3u#1P6yVdVQW;@%$Zh-(&xJV$G$U*P56QFH{k{Bf#mSr^Ihq?k1b~_a-Z-9
zEBHNrYy2Pmr#wmUv*Uz65pF!qR{C_38|dY18<<=G!#<+}AMV#(Of0z*x4dAhCo5k=
z>+kp~c7tc2Y90sFtgTiHtD$g`&mRT0?ZEsqT+i*b@ha2fzrue6_^V5kb*Gsw*h_rz
zmQkJF`547U7F@G&YR2-5lx}@_`vhECTz<>m5;27ZOyX>x<MW#&{ur-@KV;9^x^IO4
z01o_7;OnS~7g0-drra|CkxWwzub#&MjB}BSiu9$<+FOKIHIJaJziIyf4fub>m!25c
z<+6)QZxYWU-CamLy@@P^K?9&t6#gQ=FE1~Kt>Q^u=6Os~&-=-dcd%XGGX*D;jGSa=
z*0=hEWUkmt7i|(hcsw`zL3}vzG?7E6_{&DWx^snw8^kT2rfcw{Rnl%WeH`m{*TOql
zE?PT#d5BxBn~v6SyekpT0jT<d=`)+#C#y&A$B3--FBECgTIyD@UD~!uSyLnGJ^q#W
zo$$x@qWF>U-b+@p@g?QWjsa^M=~`%6eK5z5!xfaUH5bCstZPF0=zgC+?3du%>vo#b
z)ogDfmwY!C?0H?;+TfBKBZ~Rk!9Va)Ej}GKCDpt=a@T}m#hj{Do7k}!A6}mI&gkMJ
zqfF}OgVi(ZyMNj5!HHumX{0Tz^GC8<m}DYJ0OY274Ek4w+5Z5+L_7}BL@sSFqm-sv
zICjVs`e!`-Yd>RC`B_}uRF9^99_U&(fo`PHqqbvVb~Z^3!-*7+bv#$ibAH*L7x6KO
z>BjOIgZzc|jQWBye>zc(T2GoP#mX_Pxo4?``%?bQ8n=Y?>+O5O+EvD*p<NyOZ6gJ3
zM^ZMA;rIOoeJ}8<<7b9GFIm5bZ~3^IGaEs2K`uS3>M)t*T4_SEx;}psl`Urj^4jt_
z?PW2~6p%RJtcX<pwe%<LW$?Do;eU%Ivx`X9E$rw0<)!5FE84I<Lhy2Zi3ECA*wMv9
z5guqW!JP?Hc4y7<$-(BUTsRCsB#(O4$jwA!NzGK2PER!)=7|%@DQ*W!juGZEk6tU9
zQrA<a5Wc34mu9V*Wav6(tLqovW4BmiI3#mi{{Ruxl1R{-T!P)UfDLhyTpp)6qeNBC
z`qxmmx{oDBYtQ4>C55;+sBf`KM@z3=t-eYOS3Pm7E!=x#>s1-OiF)jA_<u)jMmM;a
zZY|JPeelmkk5sW-kB|(S#-(0e%7r&A5!l<!r#x|(FQPb50=WS6?V7o9;CpL@1*1^7
z&o%k`sT;HCxpX9g-r`0gIM!{$?;#DxuN9defnL_&7$sy(<g`+iKcV86G<$`at>jLt
z^CJa4I633itJvD>b~m4Aw7Zn1NfF!);~wX=Jv)lVoH46yX=B2J(477_tqA0~XwY5S
zD>p`wWnKn<r=X)w;i;hxr3_HUihqY4aBD8%EEj=y<x0nenMlXu(w%^@ai}XcRhXRf
z+<*G2&8C)%wPcB94aqUK;BoCz1wB4#WSEc&hW;WB2>$>I(zu2gq&`U5#t%3+r=STe
zh6qQ`mSfb6X0t9X3pVE@s{a58_4T5{Al0T{FB`sYcpO$1p?EyPPv7atr(u}-wD`*P
z&pm5DRGXrVl4_C>nz6magn^YG=QX9L!Z4$DeQ{3W9I%+}K?{a&QCDWhR|<ZVhGwmw
znIOpdy(>=DqlYf+08yRHa0l1YmHGjrV`H{7RTv|aST~;)JUye3i!_(ggUZ?=a8LW)
zKUzvM=!WGU=Ro$)B$&rPO7lzaiXJ4@S%!z<`4Lb2x4Jwi^~VGCs#NFLpJ^0&OqOh^
z%AaFjI{2$t*DtgG00|$97T!Mgmaa%1+gAhg&1k5;tcO}X5%kA_eld7w;U2fDPp#@U
z@ulXP@uX_o+szK8eo@at)$twnt)N)3`z@u$qbTbo!|YS|3cstVZp{9$*2wk`i@zUi
z{Aqmg=@$1ctWIS=F6{RMsILLO@lEW?QUr?5FYds&{d(5$qNA~tt4dp%mvGA?Z@4LJ
z82<nn=klg_Q^K?BR(htfcv-BhEhM=4kNVaHR4>zWkIJ^&LoHdGaW$MRfbB8*U{*Y;
z(m7++v_xH+FL@-3{*3|8w_47INv&iOMC^>GAc`~<*vpISmp?Hn?b5xcN%(9&FMKJ~
zd_|*Kvg^7ElYI<J^2-<*&(|D}UX_=$N?fuv_HD<SF6V}F-EvJ$v;q%N+O{wu=-nyv
ze69@uHyNcIH5!a`ZO|G_eAxV{fp<@kLvj_lM)^<B)pdN}{{Ry3NA;vK!o&6(;3OGL
z=jtldif%1dax)xcWcLTB_)rJm{sq;pZ@d@b;iy3*x`5N+4F3RWZ|;n7jyT5^%YM)P
z9iC4QL#+P*!eo3=VDN~dwNI5TTd7$A`L~XkI331o<}naan`gg=lavxWONpgffR4^h
zx#NA&AEqkCuWqTy7#+yxisn{2buiv|n(>va<T3yY544}~_N>c`RJFhJ%vVhUE(=CZ
zaCycvS7b%mp(Jrl`?aukB;baek^HMFLj=(o<C=SY-*@dHlpm+9QixpdZS2SP4a8HA
zmC=C*>0BqokBSg!x=gmVOd9H7P+<MvQ(g2hxQs<bD{`aiad_+&4wRs!%-=)7b%_*T
zOo(!*<w5*vw%yEGj!8MMvRWj5TPMvX(8D40skW^<i<GV<=bC(>6>5URmHX5?{VGW<
z2|i&}!~DaVU}#AuR-uu;N^xSbJ%*ootKG+IV*}k>$abVL;Ikh<JJ)mYFGRK0e0`=x
zd1q~X36)#Ro>vEhoP|@*{0oYyR8->R!ZGG{KG*$|{u$~Y4}KWUF0*4DuBm!S5KC^6
z$r_*UHc4(imBIeg9~?Cw2k18THmm)gZWKoj%qTeQ2Uh$zub0GDsf(8^5$(~V8Y`Mi
z`WbJ$J*8cVOmN#=#t2qPa0tgaugNbJd{*&By>!w|soY_PKK|S<q38M5Fw5lrDHS|S
z7Kr^x@ki|m;GYTF$#be}P=<v|d2Kf49=J}XzaTHQ8_hwtTsurh@iXr=*&Mzrc^uNj
z_D8dR)1S2_xAEgwme$@$EIcc3CT*-#<IMj6ZckI_J6DF78c&)&8~dk%f5yEEbScyL
zQOP>8p5~u}b?biy_>#|5y3q9h01>UE!dBDuK<#fh9Dw0SBz`rS2{K3{bvwFap{krO
zxt{tm<<#@|v&2`o>1AzUCGEq`Eo@@)poeo7+Zulg4B!sJzLWioe`S0B0FM4Jp8i>$
z!^3(sh}V}pa%GT=h!fn5<n|TIQnYC;S+ps+8NUnk_qp(EcxP2DCA1GDqAY#a#zqh2
zn)^%kr1&+W_%BYd@eYTi!(ksVU5kH|bomMVv0gl@^UC(KJ-j_NYh3v6;qSnEkBJc8
zS!vL3zJ}f9Tz`A8`u4A|KVUeluC-4XvqKq?Vu3(q&jp)5(x#>&P-?+aDhp%tLtgMM
zv7_B;HqpT)t>iAy-9hDz>dJW@qQ7MRH-5*y4*1JsE!C_)@Q?VOIQB!TS(2sw7GOU3
z_v$@sww^gl;zyS%ac@KL;!QSbCQ)|tN>`+EabHpVTK$szRp6a!;@acGm(xuSaU=_v
zTmjTc({Fn2h9aE$nM#X}r_ENdJ>=V1Y=M7>;C>a?-*|dWC7nLQZ<xl{xSsSCPf$Ft
zKpw%f>T9Mh9n5UbZsyK40b!J(9Zwh^nWsq}g&d9N{i@<j^s*@&L;eKi$*a-q7aL;~
zq?J-1o~A^}{c0Aou()&fWoXA`n&DZ$J)l(bl%&qv!?J32zwz#(Hc^rL)NK6#HOlE)
zco#{CnM$1JclE4gO&da^x%FqkuZg;bgRWRyPir#C6pBMDY;L~2D{J;!@LV@mviPH3
zjyv5N%OG1^T`2RL`=B02*QRUFsfTqRELGX*M-ZvT^JmiEwD*oYE#eOb>2`Yb7lKR3
z1lIb6x@I`se*>Hr2k^(%zC-x8;`H$bxppmXFCNY}DHXl+&F5RLf7OxEfb4VmSJq{j
ze6Y~wo7DN7UM4kX?kx@rT8SXKe=Ge~PS*1S=iiE|EzF;ddy-v`H$se!-nJ9N{(L4)
z`1Y)MWIkkO>GuQ7P)|9kH%e@-4iDWm%QdOhN$6`{S{sYNTb1on+1xGc3c&p9Sse(D
zeI_v(`FmEXFlE84?r3m#fnm7YwBoy2bZc9qxs+z5$T?0XYf{mIqPm?z#tS$J;0#e8
zcuiQ+@DIdw@V%6f%(>u-^LxpINhUgTM5)G4QFFNLeYc>Ly0wXze9obOC)+$$ZilEf
zsEG=O5k`QQ>-R@OEAxphS@gXPtwm$Egf_;*oCXWjiqp8f8itz-1XPe57Tv%Umf&-8
z>I-deyLQ=6zdu?vEjP?{$!8<ix%8?TgQ;pyJ1UR5qmX@lYRsA}&4P=`<X~2jvL{k)
z2F6LHj#fzIP<dD2bm~oMY1)0%Fa_Vi<f`|f$W|;hg`{q>JTfH6`OGp9NIm}m&!s2M
zxg}Xg_p{9x3l#N>gjI4bq(?woGAM1wJwMN_Qq^rGxK-Mxp6ofr381l+KCgK<?&5(<
zW3KP>ijv;NVwDkw2ps|GM>6OfrW1>+hGuwX%ARCU8Gl2c(z{p^7;Tts<c>I_oGf|e
z<*br1a0%l8V;`Zerd=-HX32|egyfKMSIjFM&8%`lq-`Me>0NQr?IE`vR!zN5aYry%
zm3$8cuZ3aOwM|+pMYvL8g<U~jG7FM;$icuJ$0E5cW5ar8r9b+1pKW`N7wr)SIHEi1
zEqWZci9A){9TwgG+p64a*DA+tybto9z#M*Nw}0VZ_+j?rK-1B^qQz{d6hn-e<rm)?
z7R^fdcfz(df8Czp4A1xumF#xD1ktTfygE&+QLoH#9&`EDp4uIZ{hW`RwT~2d&&7;>
z*)`mV-}1>1l%My=#eFMl;oB6qj$vbNvP`9k2sj6|KW>*ndl%gK17FZDbV%(c)FL10
zCAKG+Ps*eMPC9eP;a<u6NO(>3{XfI{)wEgD_Q_>1QN(iZGATZrm5vXp8t8=mq;6w4
z@=DC{{ZqkdapBo-wE5+Gn=ogR(n1dFW7bH>9GK7E2lz;C&0D?;x`O1PlIBY&ZI17>
zs%4Pi{Gc8iBa9v}d8&+>(W5s8^@-;iW}5fT?9Jud#y3kT>^%p$t-X5TE^j4*!r5%}
z<Z{v5$D9oJC%LUJa&2wTarg`2y+7gy!k>t`J-G6<oj*^K?%oyT%Wt|Z{{T{?XYn=V
z9}B)GYX1NSd~v7vmr6+HlH9UQYd89<m|Sg=Cm-EqBztgsR#hV1r5(|vB(;pTXB{=E
zjhR_+LBX$I@rQ&wEAcY^ZFk|eqaB&LCQFYB>r*T@HgX<H#VPqFk39}U4un%x6W>95
zJ8h}s4H#acyM_2I;@M`~d1VfhY(D+v?aXTuFLT2j{uOFVxje72^k4iF*3E9Tzlm*l
zF{7=TEbPY$NeAW6uS57(2N%S>Kf%8a-{HT2Cws~D0!E>#DwPgcVc$PYs*b>u)Ymmj
z&FQhU5`xt6ruc8Jc#}}nZoEIGOL?WO)T;v{sLF>pz$9mkSJNL1d_J0Ot);TRk#38O
z<0PM4eQIT0$4HeL9Qw259dkj{v@3&escH8%6R$fiA}D`ewfb)lhV)%iN_!nj!aLi0
zh|E$!aG`^#7(Y+KrZ~>=G<Z(ZKP`{Uz>f9Z{A>7jeir;j)if1mdr05Tw2`?j3-Y=5
z9X|^6AvIBRMBtnqH_Ic4W%&X0r#Je)TCxRI^CH|n@HE>t{pR0VLo~FxgpAhG9fD!7
z`g73!bysS$0h|%uq-Rm^&*B!d@V~{8YC3G~8zbzwwPX9cga_tF9sQ3`c@>3q8?32v
zescH>ef@tLQiN(NNnEJPP<M+zMAyX<YZf+og|(29+Ug~mGC#V&5%|?_fc`FRTj4K-
zAco$;X)Sd0hF01OWk~~nJ#mWpO0?Z7jyBNxDpeIoCw)fUH<@mC+OTrjIXTC@bsC-R
z+|fEUos4JIV(06e)=9p`wmf&lS6|y6B(bqZ+?G&CTMd9W5rO#uSMPi<{{Y%olWt)(
z$v$H*8TuaFS4?b?i%#c&HPp9KmX*t#^(L&`Xtx%+Y*(FDPJnf<(7BV*A1>o9*#^RD
zzn>uBj8;zf8nHV@eQL8z^*WVwOqQl*A2nC|RH@RP-#}Krr&Fc)ZX1*Znz3y)i@0&M
ztDaD)FNQ~bDzqW-M&-?WN?kTVwDDQmrlWCnk2Kcwqd2d9+~=<<Q+KAUDSW7^>me#C
zmgh6E(s(aalTFs`r&(dQNaR;}u2}hK0qRtJ?_tl<xxTfolF^c#wmymdp|7;>ie3`3
z)qFf9xth@m%XGsG_#EYWAn&(1uPpE{jP7)6xUC<|p2lC2OK`w04^jc+KIe+#mJvtZ
zrgXy)?aMun2EH%nH=J8J{w_aC_Fs%Y3D-fG>iRdAe`hfB3qsy!mQOoLBa%DuQy0;q
zWge?z#;x?btJU8Xyp11u3EIDz;-R{@xVde!$m~~*t<Zf3YQ0R$i=_D+$*NgfxA#TP
z<N9$_lHDM~v_5N|Ldnzesk<GIMDP!XthKB7MyaS<HJ0F}c*s{%{_t<;YXigD$+f?<
zlI@}pM<62FIM?RE>5@1V61}X8jjyTuTl+Nl3rhG$@Q+2(G{~cgB~P@xk+^X)xXE(e
z&riy{m*Bt0Z8yZ84$~Sbp@E@^QQ?WcMZg1qM?E^?zHX#v&w1{8YR!AQ9z*+Ve$!KU
ztHzRiJMiXBzL`JzMA4j?=K}>t`zw?6HSxd3ON~px{{R*IOqV5^@9omavlGKBv1MWE
z2qL{|bRo!`b!I-%!Jg~jn~#X!3vMIvPlxr}U$nvV$)x?IeA&<`CoyL(0OuWjE9GVQ
ziL1}2CZ7{3NUykDpgwkU>zcQRQqorYh4qHrkK7;G-{ak%#}9^De~9eWVYw{U_qNJ&
z<y<B=C_aZEk76t25BMi<ifw!W@b6Zz)bA22iLTA##O;EgC;%V84E<}#twmCup|PU(
zmD%@C#D5IwpAft!d!*}jaopNT8+@$geqcD~wR~&)RDRnL_;*9O(flhhZC+uuo=D1w
z*PQX|?fCOoPY*e@WKGm{XT#qYJU*To@fN8K*M{s}E$3*|!>U{t01`OeBLnyf;x(k7
z#1}H^6ROE`F)~WY!6foYAJ)CfX~88Xa!X%@8E<i<+~j$Bg_C+2mSp`^O;<}+c{YXz
zu&$0|Wo8E6C2x{a!#ol=HSIqLzh>VN`0COfVClCDp){LX@;Hm803@6bOdo9eQc{ei
z%ATX;X>&5a!5@Np$Ha|BG_;MRfyq&~AeP5&2p}A1+coc+PN}E(O3vEHP12(_R;<Bp
zZDy9<S1byW#5P8LmFUL-R$9FdSBivmMh}g=JK`?}OKai5quy!KSgyt%XPB}R_pn!n
zLtV|kinST^*es;E6Wc??D{+Y)CI0AqXBF+yr3x{!N10M`sP86tmDh&#`-TkqeZymc
zk&*|dYuo(GxfecUWBvnO7i`H`@S)+oVm`Wj!~O$a+cmAkpL%p3g+sXXJcb=FRF2%I
z*yPWl73q^{va=ubr3dL!+^kiTJS$T0p0hNpe#YPv?OxGwq0aqpWBjX<OI=Qww2uz8
z@aDH;ChxN_Ui{au+<10Q`ho%UtXeiwJmc)Q+eTp_zO~w1cyw}3q=WDu<56T^GdPBi
zQC0r{Rr=RUb)q7J{{Rz3{XfQ`q&{QM^$T4_@wTwS{cESZ(_n-a{?J!Hg*Bke-2>pq
zi2PBd-QQ`}t29s#-a9x|UOJOse16FO4bd;Y0PE4-%@^A)1l!B71Svy<^sg5cjh!lr
z5j`3>Xigl`K6r=4S|djQkX~EK8Y-VMJg)2jPDNYSG>C0&;ZL$|B{RQ1oL9-&HqTR3
zbQ(UZq}|2)okk=cjKCB5*Opvbub7~&Mtf1oexc0!9^BAdx0dTN$(;Sx7(e}L^3MzD
zcJb<#&vmKGrrPi2jO7E62@9S;$>XI@v-2M@>+qyJDng}#<OMm+a%$6DG_uJQQQNQX
z&_Yk|pZJ?SLWB64%%e|K@dcKbDS}ZUod#MY0hxZh;C(9*Y}r(zMu@r2)m(GlfHcpF
zG})sIEZ#}u@1e;2s~`I&7GToGsygEbpURcc(luq*tYnNOz2&*xpPEMGes#|3T5W_@
zvdF9RsLs&lnrM8sF6rJKyVkXtb}hxllxWOlwj*yI{rlH4+F^>$-gxhB1gyDrf_!a0
zm>oYFzHKapW1`hGJDomR78~i~bn2H8{&mG_SGu!C6}1bwq9=r!LTaP0QW~*y`(o^{
zVhfJj1}g?j%hgOIk_H_UBlIS;B<TjVadN|aXXWi#+CHmyc!Ls#W$ef^p5WuXAhR`#
z`O<>QRldC|OHHshmdNJRvokj0k_=<l2iBGB7GyT|>+*uR&01?2Vv-_eHd#9rXH2PL
zc;!jJ_od7-d#$DvfDCRQKhm-$TdC|sg_$OiO6)vrq%qL4+*~}l0wKb$Kme+icC88s
z_nJ&;cP{HzI)10&{YKAJ5x$osE%uK$?y8P=eMT}d&PNr&{A}?d(L6hCq`-51sT_p|
zm5d&^_cgs3xk~F}Dx9fVo)zK-wY<GuKShE|Z64I^Pc(xphx^U$dg8j@4){fp6MBB|
z`&V<Qk;tOtaBboC>9mtx+hOqeu9<S5kgUD2e#r1k?+;6}0y0Oiuc&nIgiCPB(#QM0
z+)?f9KVx&`IlMnAw(YEpITiKKi9Q9}>9#MaT}2(Hp9=4i;%CCD`jb~2M==t^@}D5d
z9NR)n^1q_H79W*+#lMF1@3t9q>j@Iv9IW>v5=cEj{sr_MPk&0&+a<a)RGU2Oz&;z)
zA-YSsqx&7FQ|56bzQA@B>Keb<G&ol8QJrmV)P3jbeSqpuu&kX&JrXoj)OTlV;aljS
z@>nA{7}~wfeE$IAkBi!c=52IElS{P5-?V4<?mfS|_;c@B`w2@{Y3-vOkEncS@%zJH
z4sA?#@;0livV59llLG7My}BU!^X*>_$j5UzC7q60iOD4QHLP&a>O`>;`zFW5kBAq)
z6Fgf!wSR97tH`Q}1Q{zD0fk(iNgloHmAmJjmDvcWD<h6`l-=Yr_-O1tm1H6)n5@I=
zO>gy{lmTvUmSB2&)4uYlsTr|pA}yn{^B7W2YbNgRZK}qnmORi_#;=2XZ>;z?UV~QA
z?_{*Qjl*GB>~Y;4dNQ7vHIt>lWx9$mIb+hBjAX4ON^Lu%?npi|-)eSnUPqutQsO0*
zcU|=ip!D1CT>k)o?BmotE2fB<S)herU^<3Tit=6>mG(U-;woEm{ny0}N=XPB6}pW7
z0MB+m(ymG2vcP<to+*7^mtp&Aoz6Glt&W-E4L;>{o6tOkCODk?SDQ<yN2c8iduGGu
z1(es&)Tb(&I~)+4VWU?s_`t<)tjr()N1icR8tlx|D>2E(TG}^C*D#fvx<o%{KD9^8
zs?<f_Jo?pDY|^+FqPaWQ>s4d>!kEpiU6;#<jw&5dztLkfA-zh<)m>!ZQ?UiblQjZ0
zQ6`nV!ahgd?0qVva#h8Q?L05y=h0om02e{%zJqX*0<8?3p$FU6vb;5*YJMQpAhgqL
zt}dsVMTi&>oEA9b^c{QRwbI&x@;iusXAMi@zlOD675H;Xg2vj%=b7f2VvT?Voq+md
zspE>Z@%!S%$HPAfzrueGTo`^(HQTs;Q!Jf)k;&kH5zi;uxo6FF$+5h768HB$W4@6g
zx{(7b?P9x><R78$S**pFlTmA#a}Rd@FlrKM*j&d=;cti<$AvGWxU#>R0*5~<b@n5;
zu3DkNJ<(B=qp|H8=B(ctp|rSri#F9GU5=AU<;n-3?87}P##FMfDo7)t2b#@NQTTK<
z_O0%FZ-;&Z>e5WI60xY{v~C7H^Ik(9y{RN(F@JIpe-E12{&aFrxO+&hhrQhDUK#jS
zs`1JFtE{+i(lq8pQb%wOE9Zup<!)G$obqXV8~je->pqC+HBS~#tzWdaLw6?x9&0Mz
z&8{2;86;-5(knwN%0$y@%&e^lF@P`%pU~7-7V8Ub{x0;DnBCC;x??WxMtb6;NJC(e
z#%i?eMyJz%vA^w8uY3&Fjfl9K@56VJ54Bja+^FC4(KGj3*ByJ;f#{IQr0dp<0rF>1
zN1?21Q-w(Cj=C~&l8lyz>5uIZ@J`F(7lc#df5Rv(-V+J9)wJswHe_`(MHjDK$`7~|
z#s0{@81H-;34%-5?R3UD4RwPWp5TMj5yut7M>NFXCCcA4PO8~eJVbfnqds+qRJ$wk
z-O4}URrKHO5%4EL@fL-td`kFk&@HqB&(`!CcML7EdANriV<(b3b6;hI%_w5*le6r6
z#v=n)4*leO&f4CfynViKKi{mCSGbdCI2G!-97-mF>Kdix!lZYzA6&gfHm`4>+p*61
zNaC@TNcCp1i|AhQCc8F|q=?1KwaW}{-OYLCrKr!VT(r|RM`f=%t|42NCtW%(c252v
z)MOtu?C1UlYdNcno%cGFQYV{IyKc8LANy!(gp6w^C)~9kB3UnIZnH>!u4_8tW6*V}
z=6%PZJeN{)`_}&ezKv$c&Ff0w$>h41sFA-qq+}<7%@-u@to|<ehR?(Q0NF5K%>}SR
zhs$!Lt~wl7En}kHT}D}AY!TGe+Bdr^ns%~h*;mgc<(;4i#55>Z{`nNmQt;X6D>Pw4
zM{c9>+g}g7tbG&FCUX89v^v$~z3@l_zg$;O@NdKAm2PES>^^WCoaUWLa*-WQbH)00
zq%O1_I?lprT1kA#CfIf;Q;ZXgb;<lI=n1T2hRK6KtZ;DKdK$%4G;z7hY5FQM#EP3^
zjY1$DKhOBrap6A;-1vi6u+r?4ecjZ8HP1nwr27G%%A(I;+j4IL{3E~d#pjWxSeuuR
znIvY}6l2wx^!jx^mG=Jtg8U(4;C~O>X;uk@jAltO^GfIMJA0qdU{|3}0_CkoZ$pN7
zu8>E7S^mlTtPrSeM@rp~yS73H<B#cIP61s%QKRN#^{R)<H~#>#j<G6{vqiZcjVrEy
zG_R?ekEl}f`^WXFhr*sT{hr&x8zj{{FZ+o)T<P~)mm{~a`ilEM#(G+6-Wk4y)Hc-f
zSJ{;3{C_&&#o*m4Zlx!&*@nd_O+u>N{O0k8!TW1n1$;xJOD*1%Ci^wScLVp<a-NFV
z;Hm7x=tX@e4}_w9f5pBVDgKMBXzentI1-^dSbKxF@~<A1cIC>?Qne_?Dr;lm4NpZj
zcQ{~r=QZE>>p~GNn}q|-OrOfV7*6LLqhroi#OZqFt3tVo`VTOVMqGpZtERluj5m5A
z+qkW?su$}ZANw_5HP)os$4%k=EPaL|$Z@bS<G)|)T^Ewpws=L@yaCUpXK|b#k1by6
z$Xmi&%(!tM92H)rf%;bM<aqf>-HuCo8WgNM9MfBidv#5?;~dm_wa{FGdF{<Dz-67P
zO?ayAvBMZ?r;&~oBT>27`d|ZG&%}$z)4mtSr&_UHU&Z%k!YMQJM`alXcltA7J@9LI
zLz(#*%4$0vd!pOP@l(axpNiTKF3L%ab{6DtkuMASbM+>^g7{VN?$=GzZ6gr*cJQD@
zTyw|x*7BW~EOs$bZQY!&hkhTK9Wx6n`jz6on$r9)3o5Zev~&Wo<~6bB8b8C-x3@x(
z<-0HQuS)SNTKGprxz#Rimcqu$HlBNl2n!m4l7G)!)U8<bN1S+&+4wI*xYTtM_8S-z
zbe9jt+;jkUC$RUfLr&8*pN?1d{x9(ya#?s<*}TmQLzQr5$4jZ#xjj{T57zlqej+*V
z@SMJ;+V{n2t+h>Z7P8Q-@g|v}k&OCJIQ}O+LY@}0J~w=9vGAmF>3S>2eXcf9o;KYb
zvCcWiRvw+Z*0EBSkyb`hl8&;};yx#M;>*D@v=JiRYZ5OO{g57v{)5}8uL!$o?(QbK
zyqWGUreg9<A<Hp7rn+H5G2c@eRg|{Ssjg~Qy8Y8$Y7@1@+4*-Ll}Df*g;u(4p!TkW
zt+9i<+|0Nej(SyltA$*GYeY@PNPbdB6`wWM?Bk^}E+xc)kdENhW@6ODFPLeJYJ@I+
zZ+b!NNDG_s3g^<Rv;3e?hj2wV6976@t9ZmV=2Q2Zf%K#X*M}ih)IQKgRuRY7wLeRd
zV6#>JCOeHM*tC1M?Ee7bXN$(rX%k7CEl)88W5Uafq5N@=#8;PiTUvb|TCu%G+V=CL
zppM&EAL&@iH$|srecLC7#_oAP%DpwbA#tf%+uz$s9G2G+tkJr<m33ek5J#?SgW9Bb
zDs8KunHejoZf>RXOF#PLZuzgKzK4)%Ylr4T?N{vdU+wFRG{Q7h&ot24%!jR5d_MOV
zQ=%Nl8x`F{w^3NnR;@##Z8+bbr8@<T<dE(IHMgbsWv}kmFmakqrMXrsY7+*wMb9<e
zFTz=5j5A64)O%QW4pw=>w@UPN_+p55nR)uvdq|VY&ph2--m&odJubzkEO;KYdq|I!
z_Bg0caa#Tk@a5l%{7I+j78Y}A7Z-D^DQ|8-k@9*1K?CdBwZAInVoRCX9^3mb=&huG
z!cF7-M#4#S-w$cBOJ>sUNT$4hk|hnmVx;aPpS#U{A>!*#hFUMdd+&wXZl>B4%MoUs
zRisgLFiS}I=W!S(jyhtzYPjEPB?##g*QJAW*EE&c`QPKO3F}(L?Z&ApNp*2Ew6eK7
zoryUtYuR*|;$>Eu)>l$dolaD+<AN!DYOFU}9e-1!S!nFfm1eb;2P){wM^Ht5ORIQ4
zOVw1#J*02y%(ZJAp6JF|RJus{eCg$_1;YK%Kw;@#!Q&4C*=gD(>)Au)g-!iWW18rv
zh>YEl$5RDTly1)=n@E;6RS3@PyMm&UarjrN_*cfBBluUVS>Nav5W{hQViAP!q^iIi
z;|w^hT}F;|Ni)Y@7mc>MvY$p6HS7K<_?3O*O;TM$#9kZGwHf5$nQcr5fsP6hgGp6=
zP~8>Lo?maHz0H$MfR-HMyS+B&!;LbjhVMf;IV%4EXosIrKwv*QPOY`DMv8h}944Em
ziLN3okVZjYUO2Bn@cy5nczaly<5azl_Seg1fLP{2=dk|(XPkZPQ<Ysb)FVe*N!aG$
z(@vjb9m8d1Vs<F%M@qMSuSYe``zt0^#?_K$&IhuN1x@8G(CrB9&r$d<`!s4l5@k(a
zS^oe-(btrWwj{Xr82h8t_4KbYx74+LxHtDoqn|A%WdraAxvJBxJs~v}=yX$^7;7k9
zo!`apg{k3-$ZYH_{JUvoo5^P6;xmT*O<3^%0K`o@Pw<w3XRX^$c5SY20^RQ35o9Pz
zvYvW_&!P6BpR}cP{o{Fi8p(Z=E5rU1mr{>Pws4|IenxNe?OuVS>8o$38;e8cY4e4V
zdz8T7gWX6!%A&PbXJf972;C>K*=YI=rIn0uhQN(+>sKx2iWrqyNj<%5#&VNqu^2@o
zxcFbIYMvMIJ**la7ne8ttp$vTB#P-A5YamHD9fDZw>_%Q!QT>S-VM|)d`+l1Nuv#C
zXBXaVAHK`=;dAVLXuP9lw>fI^$#UA}2kl?*TGzq)J%@~ZJ)m58Q7)LnsOVss?X9F8
zB!Xd)vA?+3Ap2LkL-FUr{{RxLbq@vjhflhTL)M{dNhfSSmhJZ+Xyg!ZK^){)xrEH?
zN8GCJkDkP3@wYr<WAl1vX_&mNy}j#K#(o>P@NbH>Z4T{&+-dhOZq7PB(}3gHj336m
z&UZC?o??QImN6NzRpf3>Mav%2RYsDg;}&T>DhZ$E>qtZoCnl@N-!&pdb}n!#O*E_B
z1#eM6&Wppk903~c^8y&g<GP~pMe`-B7Eqn4-!psF1(F%8c)nTP<FZi{N-zklK?sf_
z2cf2xr0RWf;%laF4%)zjFEYkHzbG{dLoM#Lq*%8iI968!x5_Ky(z9&$B<_+ugW<N6
zkZAVgksIs-<u%ZFZpCfvQeXg&fx+us6(@Ne5RQe-L+0|=k^n4E=})+e%#>t&%rF<w
zW|}DW-`QKj;^O}RRoA9Wn{^h@5;`+-#DBm*AB}onz&#jf{{Rf^4lwsmCChu|us=l=
z>)@#-y`%XaW-6w>%^r)I7n=1>0dq-60*YWkegV_&f$8Ni{{Y8LL9R>W==Y7^%PKz}
zE0Yx^8ZvLOwHUcnibs-*R9}epv-e#xaNnBKFKz{{wXNSV!ddC8x%X|y{{UsLk&Qpz
zdL!v)E7G&-&y)TmX(=_;jB%WZ;oQT}pZ>KsUfpq*Z0_63d*h{bFC!aS98`8+Z`Ulr
zDpt^E0Q1Sn{c&495Yt4{U*CMke5N&4?X>gy{{SkxkZfHqnHmGqr@W10jN!U|R3<AN
zuB_tL7Xbb>jpF@4LkSt?ts-2GFIBjoQ`Bwr`z0@VcQV_;qr0<U57w=G9lefUh#JR;
zrB61`!dg|vs^hVn1~^C5vmAXZq7c5U##8J~;_W8iQ~1)lOd(~`yf0%GkpnkIk$!2M
zdzl#X?NxppiO6k2^X9w0k*AfI@>z*y{Y_k@rI9IhXS{f3)opyPeq3?^>F-?Jo-Mc1
zAh(14eeKaA2ovu%I-g(%Ry+#E%+WK~Ep;@GLf&$f3zNCAv=8Jf=HC?fi&gRVwB7>n
z<<{G)h{Nl8vVF@NW7QY^rsxM#pMDyH-HVvj)is&_0BMgMNvFilp9}msa2oDh;A<CZ
za<PwCl=6Ll5sZI{9x>Ct9rz|c2zXch4%*ry51AAE;GewN?!@w2)Yh?0=>=mcOSzf*
zL4MGONn5WC_*!LK=3gr2?ksJ!UYk=N$B+Bx>x%h*P*t^!*m06rl5@{;Pjl~GF{2po
zsf?!j84^MwEX;CGC5g#3g{x|zvIByBjdevBH(}bAsU5aPcOOcBfc_bHlj7#Ncc%Dq
z&+XS%mU8MB8>9%aK^`}`C;i|sIV6gya=~6qjb)@xTKia%;f~*xYkN=dADypTY5JAZ
zX~`_2Cb-$WAv^*`M;XNqQA*_M^f>o&-A+w=<;U#JYp0SX)UPHZuGCZ?*0TD=KIXp0
zXV1hO*R|e!8Plv-g%e4S@4kPPKW_nh86GFJ`WpA|4*Uy)RgB!rZvOycLz2Xh8`yf#
z>%cvXj|Q`_xzuhJ3rl%!W?~g%g$oi-ZY%1)4|qP?NNF$Ofi0{oc|}#gX*+#!)}i7p
zvMo@)?D;{Xc%9>sStLSLm4*l-f)C?cJ~M;t-YwP_7!7jr52GF5*1F>^WSP$;%Isv@
zLT8vSZl<h5{)=y(l1tOrQxNGS5>2#liN#h7c%%lTGoA);1!jqx)|HC6(7||P=QWjY
zFv#3!9naB^*aOFxUMlc*z2V#WWVnk)k|}J<wtTpx+!{ZiWyl@38u`!mOZeA6!ySKA
zwYRXhzK2$YBX2p`OidXqrAYP32R_xqh^Korj+!+r?Ahm+R<8&S!;f0KsYqt9_pf~6
zu~Y4mLxUTYIP7aY$&~`0f;*oNjOepE^C1NOHG$#%c<HhPbC{d2wM>)Tq{)0Ua%a@U
zcSP;o&2}1Gnj=Z)zm~4t=9`x?wTh0K+|$(?O@~e2r=7QHjzvLrtZ26T$}%%IrE>c|
zSE0M8q^x@HgKceZJR=>={NKMT>t0vk{{S9a+Rd`+WA;!m5LY~~?aP>$&zDA2)irC#
zyj?617i)hr3-qpvPaSw(Hfa?D%j>tA?Th7)D@3=g(=7P^0POz&@P&{i-EzYPLF8Ad
z{>fhpVfdlrE3Xr3`f$DQ-GTkwcL4cMH&x^KvFX!2dRHw<kfHB4uVYxoRdgfxH{qLK
zfPV~N@m1ZD4;}c57ELi_Qe?EXJQ+wm2^~J8-oCc@h45#?9}+)*e{UtOq_K#hzqN9%
ziaHIa<tj7Kit_7X-DmG?dNe6QmalW-IPQZ;#!b^m>|L3TOB2+Z?S3PCBiDWzT!+0y
zywh2>!>K^0V|oW4z~0C3HHwm!$Ec-!j~UjyH+^TST)vJJt<o9N&AKy>zN_d+`G?Tf
z{r0GAbt@aGPUv8e7ROM%{{TwpjGe8yl%lVFhG;ji>Yf|5yNogO6AT-(4hTNrgIRtV
zx`x*O0K_^uKj_xFjFT?TzD%Gxk@=d+aQC^E%<H3Hnhq~?Ca{*bT20Bkk!|e6ZRWW>
zvCb=w@ehJ$)gf(0X>KQp<7wiL&G~k6M%2emqn>l?U3BTB?%C&7#5pGw8=h^eY7cex
zW{5DifxprBHdrY2_chYV;c<PW#`ekbHzA1j;=9!2do#<GIW(FehSX{n=`w@0mn4Hu
zwT}AA;WTSoc`u}Inl_0~@eWrW#+ACKpzqPGN*7jZ4$u)~k&ZU?HS|xw-`Q_k@iw^y
z=D8bMLm3hn*kt;Q*ELK{DtpT8)-<O+mPdx^zX^3+Q&Kib116+xqrFI9<=+#rMP>E*
zhCZZM*MA?r!Qr2X8ZDlQ9A{I}G_m%%iTQ|WR#b?Q>E-AC1zgd_PH}A`f2%_JpBi3x
zGg0u|=Gy+&OM8?!cqUS(@ICAG2gKhA{3r37!#1~aT1N5e5GBRE%wr4#s9-_-YY1kE
zyHt&ZEFHCjKQ3Ao^2-(2_~l8je)z@v8u-h>8M)A=hgq<maSU;>+cr)}9*3dkyWxtX
zQ)wLXr8w@73-Disr11u^r-@@SSbp+Zh$n!pz{k18d!C!%l<+m{XmUgn^1|8}u8BF!
z%${TO>|Yr6sh%rObn2ml=4w+W)9qr8>dQm3b+%iGn%!i;J-+IKK-@+^2f3>HwwrIL
z!{suoWPQf%>0C-&&g}L5n&st*r{c)0{46H4w$xu#nhntzhy;lN#@)aGan5})URSK$
z&tt2N9?~{jWQCh($Il~e9D9HO{A;Qd)R!|jDpZv@awc{D9n_7*)DW|@^S8*6gOW)-
z0Q_s{{{Y!{_I;1Sq8}3L_WpLWI&Mg1<XS21j_yZO+o11Un2L~EC#f{#<Iu0*zkog^
z@l<Oh=^l${ar?`VOP`{Sf0cc4Zd54RIu3%o>zxj?_D9NJwQuaZsrb{wx_^o^fB2br
zvrV&GeMUQYf}Kh<;Ux>7^{Tyk?j1T;*6_>9leu}wYV_#i>d{u+9%W24YHPDU6z;5U
ztxJh*<c!8haL7i|4hTM+`q$`R?Q#1eLF0Wg^ToaZ(!_otIhOwbOtt?2m)}_<UYq-s
z@6>Z%-5hNy+Fs1_r$TT)IOKnNO+v=z#^P8mAd=o#n4`xsm1Q8{f-%9(cO1kGB|uxA
zYD6+drbv091cu|uom)7;s?radfI3}ag~V3(NOA`Tv8?q6f-@6*(Vo>wh`sle`Vmm9
z$jWw{anRLs4#(Ht0pF?Wv)?j&(gj4%00jV7QSjSKjvYGD*cT=>Vn;doMSNvhwW2-R
zaO%%U(k>BN3q!+Tw#@b&%`;1p8uopw`_&s&k3bJ!(zzVFn^@f5&8TF2+fZZcTAmBj
z{{Xf8O{Usy$+)?WGChk7(Y}kQ?`>a0?GFp-qet-0m1G7Dy{vJcs8OHSHLBj-E9z;-
zk_s!K^YWK7ZGb(f=~@y8tt|j0D^dd=#ILtc2u=ewPtbE%pA&UY?EMPify0>gFV(pI
zRpMq9G*CSp94{_o$^2=4A@DA}cbq<<F@+DRfEWJ&W;M-xW7Gzdq-a`0Ha1zCxrh5s
z+<#xnyqGI1z1itMdRlCc3Gp_oYoyuBEx~fCG6Z0=6WiqjCb2cSlUCL&?ZURu`?>ZV
zYegH4$lLIoO>5!n1#$c5h)X8ngSozApU$kb-b8zV!N=uCQc8N|&{Zqb10;i7=ZG~g
zE*TH;HyqWZOKqGFj<tnYWpdcs4|?JLCTfLr>yaNaFxsGXB%BKBg61%mhiUNU#k7Cf
z*Tg!bke7Zl*J84aw_mbbWt;FXyYj8Si1u*!UrG3V;GlnXqiI4*g$Eg)KpH}S64kqU
za-$@!`I(Bh{{Y$XM6jmz#s{ZQTFvm?<a*|y3@iSOsKqyb5YJ!7x3y<t_bpv&Hx@8P
z@VA|>>WnRI=5dfS&?p@dM<>@D*H7^6bjx26YQ8qrqejvEFB@Ciqx8AHZ<rwVQG(x5
zPhh$(>#=D+v#)?6(cpP6JWHv6rC!`I9(2+-S8wi)aI4sRlU@nq4;S8e)5KT$=A|PE
zZe65iWAkIMQP=@mMxEW{XDXUm8Cuq(sCbg%XYz@0^8^R(f_t9Ar_)#aGr`m9QmOMV
z%d}gMK2qc<{7&!6x;A!3D^+%Qw~aLxlIfrl9g&l`1H&5Ub!(T@FC=9IDPnm(_0<^J
z9MYA_0gRFpnwQHF;8m0AeN+Dc1pD!~hrA*2S6i^w?;z8r@fL?BlVfpo+aWg%A~22I
z{mtQaf_TUSy?m)A`59tGGCLiriZWQ90Q^mI)}b2Fw3)0bI&SFuEB1o@p7kFF-%T@H
zypU(+nNt8aaD6$ipgb$%r0|xB;qQl^6D9uBwK`qBulDrke3tY1U^G_*{pi6vM4eY3
zHb*1MRU8{pcS!B_agt4|A2#?e#f_?IG1_Wm{jS+WW<&n~EfjDG_r-7gT=-uv!%rDB
zFoPw9!7^J&4pq~xGCJ|;N4ry0QoM9JFNePh)8baGGe4OYi)DwqnJ^j2`>`QE#MnIc
z88!4r?E7nHqyEkMCH>8?Np-D8>iRtOcu=fL$J7#yk7~xFlypXsvuBz7Nbu}BO`X1<
z1*~>x>J?&#?#7^C0r+?CR(>YymXqE~GmYDF6ja9MjPdV^Ht^{_8`G>Uu%Hsm2k{?M
zQ23TN@fDfW6$@FwHiq;y(G4D^QrP(a0OB>cUm9JnOr&go?~zk{Ou3HZ#@d01{HPK#
zebqoU?9sm>Ji5Ob%Fid8Aw7V=sN1D&V=*@hZVdoCccnD^v{(ljFfb1_6)_edy_(Wh
zc%)=?IR#ECyHo+}`mU3yX}0l6bsHoy50$$b(zx*&-f8QnTu#%)7ZL6sGW%D5z0^l8
z6dG;BGF!O}FsG-|sQ~?}+|^>F_o@Qo$+dC6^{RVY)_^W7-!MC~RZ=%*0CG<Pi-^)$
z8Mqw%E73j>{1(<cf38_ZG~2@jl3)~7*!ag&oT~HJ2BuYG1$N7fB=#<R3-~_26TD0R
z027PG(mXR{jdQ7A<wHjbjJDm}XQ2Fh*XTxp@GrqX4gMCsldD<UPWK3+@_3b(&V1!S
z1e3wX9@(!VzGA)_e|g_a4BNbp8^V9J-@)$%={BAl(DeONNziok5y3NBWgK^MbGexH
zB#fNbn0!F^UE!@x;_hua;iHdl%CkbMk@LdgdFjSZYtC+!M|n4M(Nv`$g&$LRH{+Lq
zym%x2#qlka^2mN$c^}G`=oPR};a{9HcwD!iBuLOnVJ6WN0th{iKEAZx8ZY6HuGZ-N
zR=KmW)@)|7yoNigS<_^&%r`5k>_vWZ{4M>cyjAe+L|1dqsp<C2qFWoOH~hW)r#z|0
zu1B?HEG<~=sY+0K-1J}Cd*E_>J@U1E56quLoRnx}JDLZ<IL~l#$I}(-SKk(VG4Uf$
zg3f1(>qykBUhY3QZTX|YD&CB|AE>P9)txz7OGAEMWx4RrhP6+$d_<I{-y-u&SjwJ3
zDBN@FgNm!AEvNRRaalUO>NUge1Yu$>n*sOW*ReJ3SmUPLXUt!RT7&)(tN#ED3oEN_
zb{Ux<ytXBol(9Q-Ps^1%Pi%Ism&5C6Z{pU}<pHFcF>DkmZIbm<_>7GERC`WUexvpZ
zbKgMHd^$AEHpb3$%SNgs1GlYoftGugc3%Ara!#X`to7+qj8%^B;B~&4;ope*TeYk*
zTIwp+Zqp!Qu6d1t?a0Uc3b|-?Mbl$jh~LS3d`hkT(xfmyn65gU(_E!Wlvb$wTTs8Z
z@ScOI>M3vX+1kl*wMH|wNyRe8{?Epq2afhUOJ%BAakG($5QbmOkz6sdm%MT{t&h+9
z&3gX;#ai~etj+|Ny0z2KzD65%0009gu)qSaH2ZhAklEd!7gmx<4_-b-Di7o<-{naw
zY;*G;dH%{iCH~m>HKf}~&BmD|)-owME3vmH{yO5k3-)XHn7$3vd_|_-T%y`v!Y)@0
zjkBj5f4rw3fUhqTM$+d?a^o&!eQ9og;V}4}Z>E)B?ENOut|vV~nnSS%;GxY@@D=jt
zz8k#M-v;*k%)56TND6ijpab=;FYc8sG)Ki=DAuFaylvvWNq^Pd>enu;4t`Z~tNJLe
za6%!(dEDfeCp}3dpVZg07^@_XnBFL!X}ska8FoL7Vfc$yI&F>B#7w?y5WJ)2#x{-*
z=Uc{|-H=YAg1cuy@ZZ6<x861Iw}>ugGr_1m)5UKf3$jS0Dgg(R_d)mKvurib?7037
z-V2|$I9Y`9DJOF<2Wj^N{<Wn=E?LDrk1<V3N>8cxeuu1D=$bs2ch?bGSzE?rn&M{)
zk*MlPJuBf~jh`AXej<2+Zw^>aQ$W(rCAW>X{i0#~PJ5_1!0E<)E6k^asZ-vTh}v}_
z7iGEZ{{R&~Z0qZWmrw8{UuCsisn#x#G>`8bXN4c_Hczmxm^?e-eMiK%20L6sZ=5y6
zrwBOb2fcQx6sfDS6y+_A-BZW9*N7xHI;Oj+YIiQ&neN@Qp1@}V@D<bef5bik_*<@9
z!FOWbB)?@6J=W0430`<lLUGBZDWtCmwrI4{PRB#=clLzwAHw}bY~a1Qcu&rjw@hR~
zj=W@*{43IQJ#l<ZJX(&EVQ+A^BY*lNF{hR@@~PX7ex|skS})>;zNbebYkdqa+SB3A
zf$<B$Hh&g0dkdR8y+wE5TfrijyuracdgmjyE9p-K+(z0x-i51L3utfEoA*Q_w1ff9
zIuqWyu-NBG+3b0>@TywG{ENJ_k_O8}=%<iM5HVi8`%8Q`y7+(Ni@Rg?(`_S`iDv+)
z8TH-$E9q&~ja7KF$DKC~(c*G9%~G|jjnNK%m9>mYjf$|=a`f9sEXszaZ9Z@A)6iCA
z4JH-2>}pe|NL91wXt=D;(GLUv0LVVq<s&esKkyM!cvOgVdva3_AV4|m@{0Irw%PQt
z*&R-fs3Y?M%Sc(iZ)1vXny9fv0+3QVg3nC&4{C3|CTNOAe7Rav{{R72IsEEh+2-MG
zej{kkPY%*VPrD-z=Ze;iy|feVVOHvttbK{a9mRb?;R{7D0Yyj&o}`{Dm+`lYt^7M?
zA>F>_LI90<Y<1~eb@33QwR)Wts7|ZVXmP&~E{}*jZKdcD^Bz9cagN9i27e>@*CnrO
z^7t3R`qztf24C&%Sot<kllOSUYCV@F$^QWBSI^2$w4F)pdeKUheVlhZSL1hx&xt-J
zYew4TQr^|l(J*?5*9RZ)BGu+P_0z{};4@1r5=(b>JxTY?FNvC@qJv4z)~$DZ-!w`*
zsMwyTJeq?_Q)8#bukxN*x#~|fUPxQ&Xli$j98I|FOlK9#>l(9OO!3B(FhTbgGJhQO
zp#hQN8^h(27~`nTU~5)-t@Lf>!j{S1t{(^T8LcB>S)3KgU1P^y9<`W{vc97cn>{uw
zWasj%tzyNkuS}1Af<)vP!Q<)8c0+9rc`NRB{{R_0O1ig;wF4ZUZN<u}yvlh<xyp}B
zl55L;-WC{$Ec<r@EA?!)bDF5d_1w-<?0Sd8J=dDUTH8gwPqROkiaU$|2k0u#?CGyZ
z;lCSCtlz9_Yi*`oNe`HM$`lyS{qzMXXoQ<(UyIu9rjLDX;GH^P`gezeMR6jx7Z=QT
zTu6Oz<f#7ubl05Q#w~31FB0nUvs&0jZe&SMHxr&!J;7s>T@a_tWhq#_ZKcJi>Y84i
zI_`Vv)H3ud5Cxm*!2N2M!|VIKMi=n~%L8_8KX%MG^Cih*2eOP0t!m<+tc;W9)NhZq
zS$shi%rHbW)P)uZE!2MPQAXX0ew6E7E`4iMx3f*mBz(%}pkCzu6qTc?Zt~FZd#f>S
z<p3d<hE^CL`-=Ckh+Y}dwMgz<K$h~vq(?Gv*c<?TM-{AUT*=dGW9LbeYgU%ArO9J+
zC9|nXlkY~u2N=jc;}xlq-2TiS3y;Si96UP>%zkE{rn_plVDvG-H-$e}^4IaMxAtTB
zpWuIl_ImBth%T=n*7XNSQK7SGQ7x2i#^8FhoSr{{YmXG?$;(Y@&8VpJUQGI1;)bQ+
zwAEH`5qO^0NxYLX#{(nC=O?M!4h4Km@k`>h@5G-MUg}%gD{T32Mh*(bItt;Xfs>EE
z>~+r+leAUOv2<^V{u1#9j@}a1ujAD;lE3J;mZX`io3TJf?Z52fk4$l28EJYvG26j$
zGCak;`2_A6?m6vO^=L)uCJL;d**`_RCE{y;4Cp@&{26_z$2NlvfYPlsX!wZSd9J`W
zpm58Ne2Vzq&%-xy_<fRp7wU0CC<pAL5+-_shHU4jJ!?5qQhLi$<0iI8)n6HWD>sMl
zE-kJy%%G4*e@fuIP5Vb&_{&AHOT7{!soL2^ZE<+_Es2>IZ<(`hL2P7<o=N7hgeMnf
zjhv#@%3lv}B-AYRPYzr_$!~Pz!!ry3*dUM32lKBN*8c!$XVc|-2G9ka>><`YTFU8!
zsLV0D%3x6Ax944+!gAE+_OMzuc>e&8JS(X9TT;4@Rxzfb_J>&^SpzURJe+i{TJL+_
zPVYNiJdRw>#FmpMJBd8x_sx2-x=9{%wR#L(wn?D3Zq-5;b~{sZKnT>0K!y`TQUGJc
zAzX@LK8o<)f%MN7Du%eYw$vQ_jULkx7|+d~b5#64tS$bNaIi=ASx|5g*L=K%9d|SQ
zQQ^DICs8(%H=Iy?<)?qbRps$2mwxQrnw88w3~%hKpZVt1u6$gd^U90Mv0m?UA#|Ij
z=@Wicvc5G~`4Hxhd$9f9<Qi9mbv;VqBZAqbVt(#8{A;4{&%}uB@1tofKGC&?)!l=d
zP0cIVxW*0ceZTu1{4<xqIt|XXtJ_AmA%Aqv00=SsBd_DdC&CYii>&xY+RekQ%PEnT
zB|cgJ2Oh_s{F?d9Wm=8do~;^j=xcm%xV`bUoxz(_k3-U}RKJ?xhU|ll#CwmrKN2f~
z`03)rmraLBi9XgOlu0p^lN3R6K`Wn|2cn)bGJ0199%nAd?|iXZA2N8;%+l{7z0xMu
z64e~BxsgIFnCe3A<Z)h!;q4yx#dmk_du(NiMi5*o;$6wW-Tm(5^aFq^()P-i#&df&
zQTwd&@AytN?Mp$qxrRY<t15#jjNqu`s3(!yz5Bs`4QzD{4^r^Ts#(iCQ%4l+gLj%6
zIrQn%@S<3XQIfQD4`Wfq-ddkM*y?b2i%s)<luMZN9KfHScfYqx8q{wI4IXLD%xe-y
zD?=<mf2+YDerE^in(gLKSe$7|d`9GpKZkrTrN?a2N=!wtoS4bZ^ZxGAKPu%dymun!
zON@T{0?30H%8`Pn)}cat+|6F*zS1`3OvCtBaMF0wQHcEe?cX0zz|<ZUnjJUC(lkyZ
zX=5XATx9YqvcJDgSm(pOTCV4yORF6o>gwi8zq5plx*$>e#?K3%rfV1C1-VNUkupQ|
zCb;R-RUa!ms?Jo^(cWl&B7<1Big;w)2*5u5^Ijq0oBORVQC5m~jbE~ng59zWRa_rf
zvC+rBwvVB1m`MWUleivp*0|3P_~2^a=vM>DyHY}t_hrXjr=~}xaY}^g>e1gEO**<o
z>U~f98~E_3)_en~N?Ek`8jhYE@@<`fbRX`v5Bvz%hxjj8{{VzH;)jL2OTI<5x0lJi
zG3O@UPnJRWWH;elc#3MIdE@af#8JFuXR|o}0Emz#gYh%PI&dt0#i&mSW&Zb=Px3X>
zYTpjEKNEPnT-PE007$jf^*gJmCjS7Qv6&dD&-<Vs#=BuwF{c$Lt&V3(Qj=)pG>h46
z?k%qjU%M``f)tX)jxas>uUqgJfbDI(RisU;$ql`hoBoo*LI8O`gFd+H_*Qi*#>}|U
zl0K`o)RNOr`x36iv(lC#x$a}e57QON*xt6Mrs}$~y1k|J?6FFx<=Bg~eq<W)xmtRg
za--y5?KQWt7ZZN(YIC^ydR8ZlqLWRL>?I%R25&5@9(X^>z1nf+^d@zAR-2rcj<v*J
z562F3eX7akoFBUi=daY$G~Wy9emd0kPdieY&i>v!+s3hmMpXxl=Z-P>lU|)Q3V!sD
z8my;L^2bx2*1U0lHk0A4Gyx1cLcf&ier7CkN&0lIXIQtnx43AgU!Fb=-bWSL7(-bl
zxy30>Sw4rS_-jXo;$)f;zUKJ(l1k_C+AD$Zrmv`-O5Q7GG8G$DSp1_VxvNG=Xw9kA
zO`iV%1*EcS7S^F9zqN%zED><4>VB2qd@b<r*z`FyCRLf1CV3_YAP_UOXYsEFrDX?g
z+3M4SmZ#3XAn?unJ}A^KM89T<2GtqL5PN+qxACMGH`e-{)XK4&g)177%BBbbao-=-
zyJ^*JD6<-r?Rgl#4g6cE=o4A_254U($8?t%h>t`60N1W}!nSh9b!e7|vMR%dic`a3
zxixj67MYzX$uy79FM|I77!z1AS=^g><|Ax@M)Ez*KsDqa3*l`pOFQXo-o;Z0w+ie;
zXFP`VQ~4ibUJX?ky$@O|nQD8#?LVRTN5$R^Pq)W38oWqa+Tz_)Eyvx<@OyX7Tlk;h
zxIAO<)_AAQw2{ZUIn)PO+Z-NvU~8iXSC(6xb*Z12diB@#ZlgR46oFBS=1sZ(0LMum
ztv|;aJi0!maT}DJ`G+!FqXf=<#~(`ixHTihozpR7);E6*WV2S>sKc3>GHOiA#}$}d
z^sCTUCAhqHR{62Ps<MBpf1&<V5ZU@iq(Wh{vs1_JBO{;o1z(caZkuTF^Zt(?Kkxxx
z5hbfWk}pF_$-j3l4?9S#tsd$}Wk)~@u~qB*AhFNjKRi}aEhE49b9&Z3AcJh)REX;=
zP0)q}b6mo^#c>?)wjEAKH4@cmRnNVAE8|-)5m=)<sRiPw^PyvmA5rQn<^KQ){6bh^
zht1Rlo#^>vkdg~~ao^j$c2mbzrmZbbDPbWkW1;np&cAJLK17=B{{Xpf8E@3!ezo&t
z-x0h)b(Dw1b29YA5UzhcwQn(-*%GjETeID@EpuMDjQyJ0-$#e3n({#-<NeTZKN4%^
zJ$qh_v;DiRUAXF2c}Zjc00GY*rE||0Qe9u=`5Q+M6|I-%dT)xnap3O>O(ou^sV=pu
z=PPd$?k;@^>?`K)5qPh{OB+Y0+eq@~K4}>z=m+@MCqB2ayNsH(^ey~K_?La-tw`M7
z;y733hTT5wYuF0oFCx0s1A%2Ns)gK!Z<N2&(~7=pyS7S?DzZmAc{5&WixeVBQs3v7
zU?(1ewBF*=K|+dFJo4L*B>Vc+UqO}b7V6^xY-9r%-6zT`Csgr+tYwfhrhkWlL`osm
zt?!f~iIxCAx-v=rRmp1}EW5j6GO@3s)`~JB=!;&l5}{j**&R<@NNb+DzcOUAl1*zE
z$q?FRO!|F{E&I4PW4m%s=T3BK<s`bp7|Ak9aJ@gBZOqqGJ<eCe!^?+cVN_?J`qcOF
zq}yGK7Va`Jn%Xk6)XGZc&Wo~bJ_sb~unNx7?l)fB#(wYKAy4pulllsGa(V)^R;CBX
zjc5Bm!#aM20}=L@`&8Wj00`j+^KZtukBqvZyzx_vmRO@i8TL`ddQ_v!6N03<nd?6f
zZN{zOoe`~u6YPqTs`U<^D`)F~e;VU{3HYRGQo(CG?X$c6%VhAapOwEegY0WMk=E$a
zoRzgbV*Y4+FQuJ<MZ}{YFFaO0si)m)+L1;Lg=`%36_SeGnwh#CjJ_z<qK;#TRlM1M
z-5lfbuEO3JJU6Dv6j<}6Ts!yrP~G&1mzm>V9N~)VQG)K+Vo1JC%jh}^)ztL#zP+5>
zVbOyStb5jw_feev=6Ig96WYC`k^lw7B2YatNdBL#Y53p?8rZKMQk3KBYjj}rIq5%h
zC~@~&nj7Y|9^BAL?LP=C)5c~UIuX9{ltiiAoxlV7*Ddfj#aA8(@vf2L2vwd9KJGWT
zRp&7ihaX&I{XniN@O#AVp;Fp2>nooD$7g30QpOCbfH2QPj(M+1_?-==fv4KNjGx*c
z+AyQp7zRwi@v~_4IRhT1ynD{)rny?s`M&=ELpr{`EG-uTFlD%vcoD`rll+IduH(o0
zY4}y}=Tt+oZEAShZ9?G=LcTB~Q{7WI_c=b5*G}!Ej(U=^yFM%NrSQ}>>-&XJi1RkZ
zUV%ZvkH`woAL$oQBl4@s&vV+nl(|)pCQq5%t0IVD8UFxS-2DYC?dC{Hsu2?O6stf1
zrD{U3-qh{8g-{XVo>WFM)Py&MT%MH-tY4C7+z(jNFP_5l<l$d}Dho?HhPq$e$?~3l
zL&bU$S`iniKD7v2jmj_^oK=l>GL0D{85GjcwqtFlH3G28U9?;*U(s(M)9!@RhGieZ
zqzu-7mRW$ta&eDZHz{a+hx<DC>2+%vG~lfiY=kPOpvO2I4&0t=m;IQuJL~6ri&z>p
zBgt7Yjqk?`>J((2-1A-rIYuX~g>sWS?~72#&10t6#kyP9F_z%xzBBJ%L0SAQ@b80d
z2a3E^D&75_GRqloQa<PE#=MGkAK6!Dqc<CB&ph~7@a7v^c<iR$@gim3FWwS;N7U!=
z72Nzk_^qXUSke4dbK%V{I~xr%_hF$JG99=FkELN+HDe^IX>(Xqi;uW;u>3#KHBB<z
zEvAyoRJ36wy~~B)8xAl)>bT&F`JeV{_>Fa{d{&o0lIm$9-7~tg<&N6An0l0B&CpS)
z8NJ7T(*6~T!+Nxgu&iI&kh5KRXNHkT!C%iK>t5lnTlh=kcB6mcElL)!)wI%DDdXhF
zk&biKNIffjJy%UGbnVc_ta-LSFfXQie-Q@~Id3y*X6kTppUS-x<F~_GkA?mw{>+%I
z!Yr)u+$!KVJoEI$eLX6Xs~>k$$Ei+Gl5F5K=}bN_X<M%B^Y~M>2zL07a36g`;C%&O
z#S0nh8kaq`<41#5(;7Jnfr3|_1yr}WR?=f_xyk~2bAet>nwE_BlTwbT<TVcuof($$
z2>jHKB0!)Mu#6J9?}BTow~=m}%XQih>s<<@qq)s0F_P0paT;HSX4W>}>CH3{TejqB
zm=<>(FaW?6*Xi-ToeEo9;71!exXuq;gZkCZtiI016zD~3Ezd*J*k5TjcR>{Skpj!u
z9C9lY!q)|~xh>q~t=*S7>CQ!YRU>I0%{R>*PeSnDjE0kQbD-a<!*8al%WA``!y@iL
zJ;rwa6^k~Ob$w??*HRK~-pMVPj)p}qkJ7Q_i(2kdZ96TD-xN)#YC5FsT2@<(wi6pu
zj9^!zczZ>L<8Zo!mR0#bN=mY)rH0|nt<M3`{6VbvZ&dp|mZy1Pa~!*oQS%$;_*qHD
z4R`+l5Ih>TZK`T0L=#)YCq^J2lmZCB_2Rt>RjJg{OLK;$Il}HQW6wS%YiZ(d5*<Pa
z#A_X#aInw(wkx^+0PmcET+3Ufu7PHYHusr}w@xwFKaF%#rm43W>~hLZOPWPb0Qf^&
z*EPv)G+T)6=1>fh%=-`ma58b9yg>SqUX7`IEV<R!!yoXBn;XlSbg^-H9gd+HxDp3;
zZOR*PAwr%99CxmVK4opaPEKEEE1Z{)Gzc{PKH^J=_Ft~(t_c_cfWgP(Quu<#U2<rA
zJ1o9M%&UPUnK^8C_o9?%eRegeIJoJ#<sKEd5bH2!J9~lD*P(yHk-hND&|TeKG|QYI
zL<kA(l1>G7RJ5Xb&`+59KjCfiUHBe57+ILGZ{3#3&;I~kvi<<s-e~&tb6u=SrbP?C
zoYxVRE?1{s!oEWnNvU(BeHI>S)@E0WG`~B<hQdIiX1AF@UW!6<{sOf12w=L`A61&-
zIHNI1B9A#kh9`lH)l*Z9cGS{tE$(@)jp5mR%QuBYTVs(LZJ>g?n~Z)u*IEAn3oF5%
zAB<YfZ*gy`yR$mQFYdB>Fb9GSc1znyX%=#?V;8KCZunEA%?uW((ur0z+px>I9Zwrh
zdUogOS^oeG{8^^SZ~l#Y6uV>C(JKH|h~Q$pTG5|2s>i7bMaSJfpS1Athei86-M5pb
z%^3`t%8d2M9Xr?ME|2?3c)!A$#Qy+kxtmjtIbB}fd&%Nf!x4f}!4>XDC#aH?YJLZa
zEPPvO#PpBai{R}31My|dHm&xnHZ43cETN=CV~|Md%k<7Ys(%jt)L#xfQes~icqd%6
zzupPF(|k!Q$JaZy$}*?u)$7rvR*Y>obAqJdQQc^GMv>ru5crYy=^7TLshy1{`X!{2
z4Wp}M3}9E<w}<w7v(RksZM7@Qq+qfwq<$lev_$iUht1=jzb{(sO}&m=N4fCctKr>S
zLw%Z-mwRB|msal|{)7d4*TnCNege_&GvSLEwWnZrE%e81e%MTI`sTM$?#AMmQ|9@b
z5x;H?bp9atrE9Gct>KLuO;H()zMX0VwsXlc7Rz(gVvbKUH_EnW=$???W}9daAi*F0
zfGZopy3|*?ZJ<{F0G22}@zGxsHLE??^g0&P{JUA2EQVo`gZEf+59lh?a~-8Yz|UVw
z=9EpNE{v&TIJi}gQn6eChEd%5kMOMt8p25S$zZomzr{0PXVd}D>sacG+|kkPbuYFc
z)3k@wE&&C1TbILjG-^K(d_g6m+r_F}TU#mw5nDNkZ5#pe<3Eii7Ln0vUJ>z&Mq5_Y
zwEqAN!rYa-xKv^P009{_<+Dw>%#vnFPdnso#Gg`4Pbv+2odx%YJQ1hO=IZ_=)jUUY
zo?z0U2$}x?u8&+!p&{B1dFxi9gI?!G-ZRs5SyjA0;mdt3P!O};N^U0Sx$F<pyzcV*
z%j(4bG;$_Ai(W19maD5u&vAbv{{YuBw0@Pt>bkOx**}2(RkUf?ha)>vxbqk^fVs{|
zJet7NwUEt#c=XL~qG!x&Uu%+mnkYa}iJzZ5ka`SzR}poqd;4{&RMOQF=59@>fywJ!
zq?&`s*;9qb-X^b=k<4^$sYbl~tH(L(&2g6+f}F5%As&XS*^|y~YFd|={<!H<_zS~r
z;>}ehx{amMt%;K6IHnOvDk_#_Mm-J(C$@b^6{KnOB2y^X+s&<9yjH5L(ZusRI|WpY
zMp>DU1Jm4)21x>wRPiT=JTDwU^vzRE)Cu4Aai}nndyU^H>6`=Yp1jt|myw6G>{<d(
z5BPQUEBhg*+({416r(bQJp9?{PXhy>9QCg^_=WK)yjA7J3?|;*F||>gvHVFnCbo?<
zWain#c*60owI-R*%_6HG#0tyR?!M7Fx1uWkKvz=O!J67#`M1+!8R+DHD#M28tb2P@
zv8H`j@b|=v;!h1le(#&Rf81Q3R#Eb|{0VS=px2H3Eb)NRZ{FHxD{Fd!DLLRUIY#^r
zN6^+1hg5GF^k=Z^+NbUr+o|Tcy>jqOxE)*Hr3xiBb2`M6>sMCZOr{o%_X!uV6{V%y
zt4^Q{4)uEo^IsakBh(t*zE@+okEy7BB20hbDQPpnz^jhNQnl=JHvFqbdWv=O{hLxG
zaFTq&t9?k=>pm0AzuT7@Y`EKSnOyf}{{ZV&ABN4!__s&<3YjkCxsEu|e~FoZ$K#sL
zq*T#xmn%O+z6QMWd_1+)byV|Ck35!IJdzxp+kST*(T2c3-fwE2_}lzB_;+m`{o31U
zx^1rc=Y9f`OEx`8W;}Hyits1<$=WBc70Vm5!v6qjj}tAwhL*u!_qVcgx#wb>llYu|
zRrAlqPaWL&>%|uul&bMS?XuR@k1@y5cYB_{je7Jcax2L5t5i~UM<&tzp4CAgJcn`q
zl_scvd9;5B#dVzKV-B=3)d*!S(?~;GH1b4imh0G18i;;HB=J#X$lI9H0UeB-lTO7U
z5VuNvi&O{cmV^5u_%}sTZ@fd|eM~prk9<)n{&n(wpNj50pC;;i+lj&ATYYv#Rv$u5
zbIT2ilh&#9F~s3g(wX%y#E*x61w04f`^&5E3g1h1KXV<#*OEy7VFzzV0Cemt<84d(
zUr@eOmgZ@#jF}P7d}P`_tZ|=u)}9WeT63t`om^cOtqMs$k?uBMv;P2vJYV35JVT~y
z?V?X|tRl0$aPc#SD}cx50Q=_^+<wSk6h0q#TGsbY@%5edv11H5w6_rnBesySEJ0EU
z$UlcQh9~PZs$QFIcHF!@2x6mXQ@ip$P}Dp-sA>0;+sSD$Xk=*1By7q^IN*VTJ?rUz
zh}zbTsd&-<0I{_7O$Op;8hZV^$(ZiJ0$>jS9OI{2^y$i^q0K1R^6TN<Dvl3x=36Z$
z@_VRaTRGk2bwyt(xg_8Yp7r%sm++^=8kO7$7J(FUFby2P+baC^1Op%jq1KMqG3AtX
zXt$|;(jF4{3*q~J4Cz`w+x1I$gjY9_k&iP2eh+XDABA|g#cu$?tm+Wh+s4uBYb=8D
zMs3K=yMusEKdp29R*b#r>djSpn?(0t+6UsrulzIKmbNoUF14^EE5AEI88zY`v{r$6
z;eQQyCdzwNwTJ8=D=fSG!T`&AQHR6EGjcAqYsDkz-`F<g^uK}rCAtxiWtL}Yv)2j&
zkHebtFWG~}llXt&?}?y};Y4g(_e|c^#fqctF)HZVl|>plJx??E8{)|{Kaaw7nWA@=
z;xhTc0g10QT|!M4$Cp=t?U5vA%AZ>GYSE2aT!s{DI(0dj_J@P~T^!yb@!r2^lU&`~
ztHMgi2K2x`m>}1k{4>(^9ed!8yEcn#WY%wPS-#Y_9$PAoSYy6GuP#_<-Y{Dux9c0o
z<9vPMOAm-X64IQ_btb!J^R2{kzV&1+xk~4u2O_v{1YelEaiv+^*}!9YL=&u&n1r7(
z$#>5Ownw0^Ml@AB$|ozW&bee=({wvMS6O4I-!7Hq+kzTJCoC84;0~s~jkow)E`zUs
zZO5c(GFeR<Wm{Bf%PS!qgTd#YS`*UOCr#Qs{{T?Z^vxgP-hr%rqU2oaGf4tlG)H2h
ze;=9Llh|~xFV*}(t4*s}=u+ItC55%tVzxIdVvUPnmC3^A)KmJk?<U9fsV0?<zTQQS
z=|JO;#=U36p9wB6wL1y4?F}K4VoZ%TvXZ2O1Gr(gp82jg$D2d5+NG)Iz5~<Y@rQ~p
z^u(9!^QD~k3nm^wN&rG_jajmCa7Y6^NUjpk#uuIe@%FCze9~E8VoP=VJlOKva3JnE
z+yP#l{cE$>DMcKgSZa4it7&#GZ!$DdITJ=phUt(;_}8KMFX8w6Bzi`bsbA>J6J1!W
zf;)YC%Q7(s_n0K@+(0{iy(`M8O~zKa>O&O^T=VZ4d`vzV@CJ{jCX*G^n;e;LLj+db
z%5Vo$gVv~gV)${bS!i+jdN0|dg~?(yCAsQ*4x+lKQl)##bB4WX%i($+iQs>Y5qP^=
z&~3iY1&KO)2er0R7B*52S3QXL;=I4WzAJ-EyztG9<$}Sh*r~S{cDJg9;~<@kn>i$q
z3EkSAY$PQXqK8KlC^dF^&&D~2{2_X`%G<uqa^A#><bEdT{xZJMZevq9vYA4(erRA<
zur<#^3CT3>j*7UoD79iQfD!mc{{X`}#QN@mZL2km6Eb<07Z(|CEr@3*Hh>P^<Bm;t
zpRzWkdEg%a_|C(`8kVPPrfL?q2H#J&lq^jvN3ok5hs?kM(~t#r*0f}jJk=>lUdPX0
z0k9QM>a)Dp5`0&a`!+aI=4fXStCFZP4hLSCu6IiCZ;AA6S?;v^ORHxagmOlwa0a{U
zTBIzQ$4$7(?C9<-u1CZ@6io57zH0B<z>N2<KJ&o-Gq}`+(puhmz~o7^=RUPm+KSbV
za&p-EhvP+=o8eN(mg+#*OpDEY{{X5(@h4EwMwvWU(p&djH#FnR8D8dgcCqR|3jY9S
zy<_4AmghxrbuvNrnIJn*;0%xh9!Rec(|j}W7fNFGuxilpkKMbDKRT&S{{RaG7u5D9
z_+fCj1~eIL<3A|=wdCt<@fl74)YSc2pF9JWM4uGCA6|HCRa={|1X2(N2*4FfQqX*L
ztVXfk+uvQHoQ0Px2j@vnJ;ln;pnM1LPsAFJgY>OdITdv2BmLBn--K|7t^q%#cpbir
z<I77?Zym0nAW?xH2~a(UYR%cb*W6liTOC)9z6{<)tzD#6qUdCwH+q&QzDPXR6DNlJ
zXc(5X)EDR&R-EeFlV)OTpAU6iHG;04Am^T+<60AVcg4++)|cn%7}DoYsO-*CUk>Uq
z^{|*9_ba1s4fw16e6PRnmZ|1l#b$DcNxO-L_#{taxUQM}FXCqV`hDU0p`~@)K1aQH
z5B5~>?}@$}>3$~H^}P#BihDM=m4D$NST6<(U^FFL<~ZPW<X6vf_$S0O5`VJpnZN6q
zr+s%1k@cT}d{iu6IE07GP!)1}4hQL8W2EX&YVoc}DgZx_ubGr}J$T6a_es^GytP&g
z4r|D~7vknv)fxEu*F2(XneA-ZU`8>Feie_V>WO^_D%|3+lnqpilUxY*54<t!Opis>
zwTq>PO|qKy;f8ic*moqJpN(_1ZOwVEjLWOwKb36H@UK~j2{k*rO)(E83;D8sLyy*>
zv^~xrRKEx^PCbP`#dn?u@Pf(xp{up!!u5~L%M<?Mbo@<ReeIDCP1(b1TH?mcySe>q
zi1DAss{&dr4@pQ+a3+`x{#Dr;Q+*6&Rx7CeYf_d(E~z4~_n+k-t$8N3;|u*(Li5hY
zJ%<(58Z8{std5sb*3vdR<^=x$b!#iYpAURN@e=oLoo6fA#!0xmZL1tg23X~Y1b{~X
z_Zh}(PiGkJ%+*OtV#l3xb)(&CQNZ71w{=IEitPmU<$=#mfc39nxcFD$?GNFN-G;xU
z_=88kc>d7$Qj;t)$`G_-CyF+UlB&B4=OpvqvgeADidq_S$;GzyK6$#-%&oY&Vmf5i
z-wk{;*LB4+P9f2><mK<RM=+v}_*@rb^dF6O^2Hq2lQ(`G_(6P8JKt)TFJ+)w$QF4}
z{PMOl<;U-it=JLViqX`g_<3WZ+UXabCD%3R?ROQ6PmL_COR>u_Bs(`f&N>d24lY}4
zH2F=B9eDG@`dkN2@XSABv$sY_km5rw@4O^tCppREq0c$56!9_AE#%vz+e((eoO#zK
zR@>-K1#22=B+5;hdd8xcvom>O$ez~Zg#Q4(NjUs5Sl1yLj>1QLHEm-Oy~Hy0S=Gna
z2CGQK9(ba{V`XC4$*9@0K_R-CxK#nAV{}j<&I+2N3+*TCQahfp;m;ABLexVk-8wG>
z^<n-s=lW&zmhvQ#u@0vo)VTIEQayU!_*nxh^j_JnF6+bxP_)AE;C#ZO&#9+2ha=*v
zqj{=JDgGuVsp>7dL!P;<Iv6o^DLm+HrSFUyVv!|@L)3JtLAl!e3z`VNGI%lWuwnku
zjZW^FAca4f6^Y=Pq0;WA)+dE-hMy6ZD|0A9@{xo+a#cy(K;+{c^H|kf(Q#c(DZW`L
zK8L*i)?XW9@qW1miKfY&8%_JFr;C}#24?kD`=~yx+*i#vcav%tGTct)Nn~xz$GNQN
z;o(JTxush2sQil-D%aYYJDjQmD`(rM>x#Fb#kSt!Ty?^KQ~fKb=ihRr;3dg5CDdh`
zj<q0Xge=$`)rpyHR~=q}A(IyC&))4-nT(COj!iLKjfs)6Y0bqk2&WWLa2A`ofCd>9
zj7|+8JqJth-1>~sqQx@C&9us~GXePu`u_mnZi}U9(CQ!C(M$GJj~13uU!YC<PF(ak
z^z^SnQntmYqvUOCM@=f>BM!_NdEM(>e~vsetm+;nWqm#1w)0s~j31YG2R-V#5puVK
zS5vjKnXN6vu*@<JeJj#$d?Bc4{{RnTg3)b~c@t@M$C;1uu6}uQTG}4w4;w5T8>cp#
z?0CxRcQW|88;6bM3o^4J<ctH&dWXZGg!h+E_MJgvw^bi2Ng&DRpc$^2Vl5s^9E!BP
zueWaQ=c`%xn@YU4ws;~D&Z(V%5zakxQhYt|u9+RJ^g7*;C0zLuiFqsUitxUx7)zO7
zQ|WOz@3*F*?4Z6#`KRIrrF6bDypwZ4<+HXqNgthSd`j>RqC8`LC5#43Mt|L%-K*QC
zmm){SPIr@R^nDND_lZ6?cyCC1op(=y&d%MuhPt>4RCObs_2~Zq3iO>5PxxD97O7_I
zbg;|j1(9;hN6W@*kKa`qj*HOUxVR?Il=Qi;d^fFK>5<(qjU;H?M*jdK;Nw2^uXW&k
zV0fB&A+lj^Wn!eTKQ4H#+bbNL+M8Y<_yex|Mzhp)ohtiIhsi%Q7ndS8em{gBwdgu-
zgCss1iWuz_-ecx+`26dZQl0(Xjbk|VDttB6ZhRx*m(gZIZV<>EBk__k*S%+1=$fQg
zbMA;XeH)L$r<KcAjk)8s&l%JvTVEH(%nreEk`MdU@A3Q=i(AoN;`U2LY#9-D{`Fha
zAlAIr(9d^!omJO}pkEH#M*@cZ&)xGnaa<;!plWbDaLbVr4ZV5BD>VmmPiY$-JK{$2
z^`?EK0@*!r*1oIpx5Lke`j>&N9U5C*Y(Tq;KH<L{<b7+iWn<5E8<xdihx1w9cppr5
z44@_*dCgt;c97e6E(<3c%o~RCpc?b17tVSxsTU2;lKgn0-^bd3LP817GuIW=c<bTr
zwSVJF+o&wsNFH6v+3j7CdK~hSx#|7~_=TifS@>^HwTek~4<#d>M|^<!JpddImF7Mc
z@Se4%_>#&=EhULoKzDW(g-U8l;TdwDQuvN(A48NhDEpB0G?Ho0eWS8D-?}r#?s``g
zVADFe)9QSoWva0FgJ|pkDRMacYjaZgSFLH@F@owimRL-?@`pP{d)K6z<*|oT>i+;9
zd{DFSuY_W_p2;Q#HQ*k+SCM>bhVNMLZLPhuEMy7;DEd|rg1)HQQ`1AV@Hg!t;hEvG
zwYk#9`5Xc`z{#(Xtvo-iTHHj@!6G^^AoE)~RN69CB#+cfe;ar^?D4Yc(EQ2|-4*j6
z!~3htoembfE$3|j?yf0Al<16<k@X}#H1LM(n+Qkz1Xs%1rRJ>;xQi0A+pxj(6)G1f
z`o#G2!Hd?;FZ<+I%Q7_EK`g+Yywmo6Vm_m9h~5c}NH%c~_z16&wF7j-1a>38H2t5L
z@8o@1C&VuS@><R^f7})FYb?7)<{<rPdp|MVA5mO<LGUN=*hT*Ue2V!(Z#7PLpU$7N
z^A2O`Sw13oDn3P=Kaj7K0hOdVk%;=$Dt=_#`jUT&o(G3J?ch=FqP|J+&xNG;iQ|9l
zZ?v=vjN}>}H5GQq=DV^!rMURT@cX<r{{Z*MuRNRfF$!|Jv*Q`$Ry@?Zn%Z5C!sFu?
zfO#oz0r~-4Nd1n;{{WbyW9dgVF5<NN9aDT}@J3E8VgCTWMR_m9581$YAH#BLP~W_g
zN7ZXcDpPh$Qs;`jk5ZfCM}pG?TS5o>qP{qje%@I0uAi$#^)mL4vDDv47W!!yg=raw
z(2{Gio8exgG-$wm<p=W><MYP*om{f)V(6OdTgZcVdeXP}TdGGUNbgeR4&@~y)I1mB
zV8sD`4RiVrg|!VluJCxQWoBs`^*yrJT)4K0rLmBt*vMhjRu_g^NLdz9$Gu@Bp600Y
zUx^+e@ouGYG;+S9Dt{1#TVeb~ebw+UP0}@8_BWQ$%4A*3y+Qib!9i^k898@9D>b`K
zNw*Vaa1VdoHGa!$-voRuc&=Ybwd8-#F<YrP?2L4MPs4lbd)>!2laKpmYxSSTU$fta
zRh-ACLcc^6Us$&B7qRB*erf*CJ_XWzZ}AM<c&Z7TN42t^@vYWxvzw_94UqYV?(Qe@
z7544_0Ku&<Ns*q~)e!qFWm6H)8!ZiCK}Fr_aGoIW-Ts&1>qw#a9?|Iy5nDF2xPoZR
zOhXW-%*zHU8ISQ0GhJS#q~CvLiv*R{*#;IooulYGS1OZlQ=^r1JYQ1rP}4RIN8!!o
zrMzjhTg`kUjd9;<$-%8J5_}gr#IEjJb9JqkF727w^gMUO-w-?nB-0B&0^M0^d1559
z)@Ljj^Pj%iuc!VHSf7QuWxcE#UY~O$GfODAn$k9#=Uf0Bu6|R<=B?G`_;vY_?A*MM
zg>{WvPS-8kV`Vj!^k?QQ;kT*oNCQ8Xezo;a#E*kk-Y~kdmMeIz8W?s-<e*<Mzlo2z
zHPsA6ZLWqAqbulqO?<m|sazWRYUB1_hIY$H*{y!D13zOU<XQMUSJkq9$+nOG04*M$
z)@h5_O!*o@Pg?r6Z`mf-oJ%D?tkWmz^FB)^zNv578sDgzN<OnsxV?nWm22t=e`KUn
z^35ebtW)kD!e`6@wy^qF(-Qv4_~|oK`o%ut_A@?qvu^eDNd1?Z1;CYwrS*z^%Jwrn
z1MMvgfR3Fj+-|>Sd!e1OHY&ZnH`HFneUAjbUCoiu^Ip$+`#I{19ubMhPAFBO+)kAH
z9vcf0xqBM*3*Ufx{0w%eKZRGchjM+K`yPFyXzi^@JP7ErM+?k19B$e=5A)i)ANW){
z^{)Q_-F(GL{JHN-o;}COE~xX|jic#Z#lON$c-$wOZHV)hHGJ{zPb9k;ws!3Xn+$mQ
z+b&1f{{XFu>oso#>$@3j?3-~IG852x4|-nGJ<H^4p~7lYC7w`V%ir3x<@jUb4aB{(
z6Y6qk=8tk*W!U6di?J+nO?2(>-(6q%bYoANJ;~*lW0$Uxz8&kG?HEzb9^uO_$1-`Y
zll~R%v;P1-tw%EM9J1_lRnq?e!oJpj=h)HB9^uI@$1z<ad_UHI=h)SAF5$~A$259Z
zNB;l_9<sUr07PnB$Xu_n_N|}8_;&Gbc=RT{XTkGZNu=J%AYH;{9Q_4-Gm2dg%Iapd
zDay|O0D0ykz;HG*4;kYm*K-Z@Euz@mf<9@GXX_>?QC*37tyO(l%thcBe6hX)N4YiZ
zt@cSRR482SCa>A9$DRGTT2HUuc<}HIvo2N^0D2Q%yWrKgy3wxWbygx*9X%;HuEk3^
zuNP~x%q)B(x;#e{vW_yO*R^~ihSu}K^2;i#zuF`jBd}vx%FCf|Ij<LMv&DbmU)tTw
zz}mC8>(@2yeiLgsJ}YZBOcbKo#Uih4<mQ%^(HciKuTfn$_nt7m1GN%)BH6bO;pV-a
z9?X1J)L<&URCZ{<cFAgSw7MD8&TG@&{{VU8>+t5&b`7Zq@vm~!meOr*HAP%`c{uvf
z%Xe!F`*v|xcl*y6hvDt6+<6D}uVsomQ8O+VrAIH3(G2QxSJ&@6b$%UL?&92o_}8vm
z{hC>>7Yp){{HR`rk2jZgd4xUzw%fEqarHIoo*!##ol5o(l=)cW>rYO@mTNSVyF8j-
zhPJH0c^EbAQpal_h&1>}U9Y<%=qS;2Gyc`6^-Z2F{{RZs(;;3Dz~;S+;swQ?mo|_<
zR1)2+ZS)}2T|R*v&a>H`U2pK--WbA&_AjS3?!F|4Pqpye_d8G(h_F9}D<<|U`&O#z
z&k&E{jgz?j*EQYvX8IeQLeNM?*2aG-(bKZIOEjz9oO^sMvrq|-73&@{p3=`tFCNg@
z08~aUPR5_w(~7%imHz<3wT!M6jw`pb)FNv|VnO1q)3%32EZd!3vx5Hsg->YG1~}dC
zTbkF1g`AQVZ@M$qvv6m1Jja@9Deht2d?~e-J+HNgy<}hfMU^*U$oy-XQE2*VDsIiN
zo8c~<4oHPF^c8`5@j7MC?+@o(uIHy1nl~O1{?Ae&01D)<J}I_N=g;F<$}OESvNf)>
z*%$8)Ym&M6nG<IqAI6s}HM%w~ty`WelDPPh22Tt5)8%63M%32iXN*@ZKg5ew$to(j
zSaTy{;xp-7t;fV`W;`gPm4`G<sg#g-u3m455FWydFy@K2z^OQ{W=|hM=qkBc9LSeR
z*Dw4J<A}A3NSaSk>MK5PA6qw6Qhn%fzKmL4>7Ml`?OmvON<XukIIo?i@x&4_+N)Um
z2z5rj)6Dm|KWeQ==lunReD^PlA#QLe_Au-(X#1X<@k8VF{{V|TKGr@#Lm}q8cK5{b
zNs+Wxu%{Tk5iX{hvKEp4&PxxQX{_nB#BJI1t+|<lX#D}TOFyw&WUhRa{{YZMe7HU>
zUMx|loQx<PeXHiZgSqN^WPL<ovd>hnmxslR;(ynl&W~Xs`(%AX<l1AZ*UV}0TKoQc
zpU#hCAoj67ns2kk%Cd}m*UZiFV)zbcIQr7|EIpz=()e@n0zDT{w~=NGBu)=r-Rt62
z_`P>;Fm;%N^`qHKpmW6ibd%ymmGzoPldsI6^{>l)KlX~%MY^E5U;xM7r|jlM;C_s2
zo+!7v&+k<JHTmHG0JI*iNBn&;{A)jDE~Tl(A8YEGjl9|U!Tf9DGx7fbRg<jQ{Aqh8
zSG9@t-0g289#q%JpYXnQHRsKx>{xqLeP1QLvwBy_t@}Z0E616NUdBP~Vtr91oxftW
z@~`|a%}u}Mr9WjM`&ge*NoxnFua}$SwxHc*r|hIZX%p$EwS)bd`IG(^ZS!@T^{4El
zE_k0xJTMOHUo`&!!t1;5E`J(5jEC(aeIVBGF+X;`ZT|p;;dLMJ{<M1;2egUwkJ(@!
z-LIR!;d@-S@zLyLPqc~jY?gNa0PNS!%ki@6PvfK5$bQl%&~0OH{>^;;elcD3^C<Q*
z4tSpQ`dkg!Yrvc1Rm^>4%^t==_K`j9w3~gs1$ZL-beXs<&(@D)Aoh_x&9qxz?yY!Z
zd~BJrL;keAl!xsido9O@?Ig}oYsDAiWV^Ay^{4En9PvGNPY78t{{U9Mm3d11W|WRw
z^{4FS9PvFpyc1@B<(mFg=0EVe3UxJJ&Sdkz^poJ5PSLOBUT!`&Desy+oWt5c^a(r<
zX5aG7e=6WV;dUwXqmpChiQB(`?8p4GU&^?4_|&Jr>qjKRnkQo30kd!UX1|qjgX2_v
z4_bVa7c@?>z8={e{_TG%<o^KSamM|}=SM8U@j6!cdt|@z&3`K98{+&}<-b~dvJ1rM
wo8j%J{PSPRxsUi;>G)ISkna<EPXXI60yX@rn*RWWtS%o5kIs%+i<&3@*#Lqs$p8QV

literal 0
HcmV?d00001

diff --git a/modules/processing.py b/modules/processing.py
index d2b2bae77..0bd2e3230 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -192,6 +192,7 @@ class StableDiffusionProcessing:
         self.s_tmin = shared.opts.s_tmin
         self.s_tmax = float('inf')  # not representable as a standard ui option
         shared.opts.data['clip_skip'] = clip_skip
+        self.task_args = {}
         # TODO a1111 compatibility items
         self.refiner_switch_at = 0
         self.hr_prompt = ''
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index a89fb7b98..1b0a7a76e 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -467,6 +467,7 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         negative_prompts_2=[p.refiner_negative] if len(p.refiner_negative) > 0 else negative_prompts,
         num_inference_steps=calculate_base_steps(),
         eta=shared.opts.scheduler_eta,
+        guidance_scale=p.cfg_scale,
         guidance_rescale=p.diffusers_guidance_rescale,
         denoising_start=0 if use_refiner_start else p.refiner_start if use_denoise_start else None,
         denoising_end=p.refiner_start if use_refiner_start else 1 if use_denoise_start else None,
diff --git a/modules/ui.py b/modules/ui.py
index 3caa6016a..1edbdb4cb 100644
--- a/modules/ui.py
+++ b/modules/ui.py
@@ -332,7 +332,7 @@ def create_sampler_and_steps_selection(choices, tabname):
 
     with FormRow(elem_classes=['flex-break']):
         sampler_index = gr.Dropdown(label='Sampling method', elem_id=f"{tabname}_sampling", choices=[x.name for x in choices], value='Default', type="index")
-        steps = gr.Slider(minimum=0, maximum=99, step=1, label="Sampling steps", elem_id=f"{tabname}_steps", value=20)
+        steps = gr.Slider(minimum=1, maximum=99, step=1, label="Sampling steps", elem_id=f"{tabname}_steps", value=20)
     if modules.shared.backend == modules.shared.Backend.ORIGINAL:
         with FormRow(elem_classes=['flex-break']):
             choices = ['brownian noise', 'discard penultimate sigma']
@@ -354,7 +354,6 @@ def create_sampler_and_steps_selection(choices, tabname):
             values += ['low order'] if opts.data.get('schedulers_use_loworder', True) else []
             sampler_options = gr.CheckboxGroup(label='Sampler options', choices=choices, value=values, type='value')
         sampler_options.change(fn=set_sampler_diffuser_options, inputs=[sampler_options], outputs=[])
-
     return steps, sampler_index
 
 
@@ -419,7 +418,7 @@ def create_ui(startup_timer = None):
                     with gr.Accordion(open=False, label="Advanced", elem_id="txt2img_advanced", elem_classes=["small-accordion"]):
                         with gr.Group():
                             with FormRow():
-                                cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='CFG scale', value=6.0, elem_id="txt2img_cfg_scale")
+                                cfg_scale = gr.Slider(minimum=0.0, maximum=30.0, step=0.1, label='CFG scale', value=6.0, elem_id="txt2img_cfg_scale")
                                 clip_skip = gr.Slider(label='CLIP skip', value=1, minimum=1, maximum=14, step=1, elem_id='txt2img_clip_skip', interactive=True)
                             with FormRow():
                                 image_cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='Secondary CFG scale', value=6.0, elem_id="txt2img_image_cfg_scale")
diff --git a/requirements.txt b/requirements.txt
index f65e9fd69..bf54222d3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -51,7 +51,7 @@ requests==2.31.0
 tqdm==4.66.1
 accelerate==0.24.1
 opencv-python-headless==4.7.0.72
-diffusers==0.23.1
+diffusers==0.24.0
 einops==0.4.1
 gradio==3.43.2
 huggingface_hub==0.19.4
diff --git a/scripts/animatediff.py b/scripts/animatediff.py
index e25aa2d86..92a8cfc84 100644
--- a/scripts/animatediff.py
+++ b/scripts/animatediff.py
@@ -52,9 +52,6 @@ def set_adapter(name: str = None):
     if shared.backend != shared.Backend.DIFFUSERS:
         shared.log.warning('AnimateDiff: not in diffusers mode')
         return
-    if shared.sd_model_type != 'sd':
-        shared.log.warning(f'AnimateDiff: unsupported model type: {shared.sd_model.__class__.__name__}')
-        return
     global motion_adapter, loaded_adapter, orig_pipe # pylint: disable=global-statement
     adapter_name = name if name is not None and isinstance(name, str) else loaded_adapter
     if adapter_name is None or adapter_name == 'None' or shared.sd_model is None:
@@ -65,6 +62,9 @@ def set_adapter(name: str = None):
             shared.sd_model = orig_pipe
             orig_pipe = None
         return
+    if shared.sd_model_type != 'sd':
+        shared.log.warning(f'AnimateDiff: unsupported model type: {shared.sd_model.__class__.__name__}')
+        return
     if motion_adapter is not None and loaded_adapter == adapter_name:
         shared.log.info(f'AnimateDiff cache: adapter="{adapter_name}"')
         return
@@ -139,11 +139,9 @@ class Script(scripts.Script):
             shared.sd_model.set_adapters([lora], adapter_weights=[strength])
             p.extra_generation_params['AnimateDiff Lora'] = f'{lora}:{strength}'
         p.do_not_save_grid = True
-        p.task_args = {
-            'num_frames': frames,
-            'output_type': 'np', # TODO: AnimateDiff use latents and update vae_decode
-            'num_inference_steps': p.steps,
-        }
+        p.task_args['num_frames'] = frames
+        p.task_args['output_type'] = 'np' # TODO: AnimateDiff use latents and update vae_decode
+        p.task_args['num_inference_steps'] = p.steps
 
     def postprocess(self, p: processing.StableDiffusionProcessing, processed: processing.Processed, adapter_index, frames, lora_index, strength, override, create_gif, duration, loop): # pylint: disable=arguments-differ, unused-argument
         if not create_gif or len(processed.images) < 2:
diff --git a/scripts/ipadapter.py b/scripts/ipadapter.py
index ba81bee5a..c3fa9b6a5 100644
--- a/scripts/ipadapter.py
+++ b/scripts/ipadapter.py
@@ -106,5 +106,5 @@ class Script(scripts.Script):
         else:
             shared.log.debug(f'IP adapter cache: adapter="{model}" scale={scale} image={image}')
         shared.sd_model.set_ip_adapter_scale(scale)
-        p.task_args = { 'ip_adapter_image': p.batch_size * [image] }
+        p.task_args['ip_adapter_image'] = p.batch_size * [image]
         p.extra_generation_params["IP Adapter"] = f'{adapter}:{scale}'

From 84d733f0a0b1d6d2e3d2c3c1f60dd96668b73585 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Thu, 30 Nov 2023 11:21:26 -0500
Subject: [PATCH 21/42] add stable-video-diffusion

---
 CHANGELOG.md                                  |  25 ++++--
 html/reference.json                           |  10 +++
 ...yai--stable-video-diffusion-img2vid-xt.jpg | Bin 0 -> 349667 bytes
 ...lityai--stable-video-diffusion-img2vid.jpg | Bin 0 -> 349667 bytes
 modules/images.py                             |  45 +++++++++++
 modules/modelloader.py                        |   2 +-
 modules/processing.py                         |   2 +-
 modules/processing_diffusers.py               |  71 ++++++++++++------
 modules/shared.py                             |  11 +--
 modules/ui.py                                 |   6 +-
 scripts/animatediff.py                        |  48 ++++--------
 scripts/stablevideodiffusion.py               |  68 +++++++++++++++++
 12 files changed, 217 insertions(+), 71 deletions(-)
 create mode 100644 models/Reference/stabilityai--stable-video-diffusion-img2vid-xt.jpg
 create mode 100644 models/Reference/stabilityai--stable-video-diffusion-img2vid.jpg
 create mode 100644 scripts/stablevideodiffusion.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1a08fada0..a83202e94 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,10 +3,6 @@
 ## Update for 2023-11-29
 
 - **Diffusers**
-  - [SDXL Turbo](https://huggingface.co/stabilityai/sdxl-turbo) support  
-    - just set CFG scale (0.0-1.0) and steps (1-3) to a very low value  
-    - compatible with original StabilityAI SDXL-Turbo or any of the newer merges
-    - download safetensors or select from networks -> reference
   - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
     - in *Advanced* params
     - allows control of *latent clamping*, *color centering* and *range maximimization*  
@@ -15,20 +11,33 @@
     - lightweight implementation of T2I adapters which can guide generation towards specific image style  
     - supports most T2I models, not limited to SD 1.5  
     - models are auto-downloaded on first use
-    - for IP adapter support in Original backend, use standard *ControlNet* extension  
+    - for IP adapter support in *Original* backend, use standard *ControlNet* extension  
   - **AnimateDiff**
     - lightweight implementation of AnimateDiff basic models *(1.4, 1.5, 1.5.2)*
     - supports SD 1.5 only  
     - models are auto-downloaded on first use  
-    - *note*: AnimateDiff can be combined with IP-Adapter for even better results!  
-    - for AnimateDiff support in Original backend, use standard *AnimateDiff* extension  
+    - can create animated GIF and MP4 video files  
+    - can be combined with IP-Adapter for even better results!  
+    - for AnimateDiff support in *Original* backend, use standard *AnimateDiff* extension  
+  - [SDXL Turbo](https://huggingface.co/stabilityai/sdxl-turbo) support  
+    - just set CFG scale (0.0-1.0) and steps (1-3) to a very low value  
+    - compatible with original StabilityAI SDXL-Turbo or any of the newer merges
+    - download safetensors or select from networks -> reference
+  - [Stable Video Diffusion](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid) and [Stable Video Diffusion XT](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt) support  
+    - download using built-in model downloader or simply select from *networks -> reference*  
+      support for manually downloaded safetensors models will be added later  
+    - go to *image* tab, enter input image and select *script* -> *stable video diffusion*
   - [Kandinsky 3](https://huggingface.co/kandinsky-community/kandinsky-3) support  
-    - download using built-in model downloader or simply select from networks -> reference  
+    - download using built-in model downloader or simply select from *networks -> reference*  
     - this model is absolutely massive at 27.5GB at fp16, so be patient  
     - model params count is at 11.9B (compared to SD-XL at 3.3B) and its trained on mixed resolutions from 256px to 1024px  
     - use either model offload or sequential cpu offload to be able to use it  
   - better autodetection of *inpaint* and *instruct* pipelines  
   - support long seconary prompt for refiner  
+- **Video support**
+  - applies to any model that supports video generation, e.g. AnimateDiff and StableVideoDiffusion  
+  - support for GIF and MP4  
+  - output folder for videos is in *settings -> image paths -> video*  
 - **Model merge**
   - add **SD-XL ReBasin** support, thanks @AI-Casanova  
 - **General**
diff --git a/html/reference.json b/html/reference.json
index babc3cfb9..1c9bda034 100644
--- a/html/reference.json
+++ b/html/reference.json
@@ -19,6 +19,16 @@
     "desc": "SDXL-Turbo is a distilled version of SDXL 1.0, trained for real-time synthesis. SDXL-Turbo is based on a novel training method called Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality. This approach uses score distillation to leverage large-scale off-the-shelf image diffusion models as a teacher signal and combines this with an adversarial loss to ensure high image fidelity even in the low-step regime of one or two sampling steps.",
     "preview": "stabilityai--sdxl-turbo.jpg"
   },
+  "StabilityAI Stable Video Diffusion": {
+    "path": "stabilityai/stable-video-diffusion-img2vid",
+    "desc": "(SVD) Image-to-Video is a latent diffusion model trained to generate short video clips from an image conditioning. This model was trained to generate 14 frames at resolution 576x1024 given a context frame of the same size. We also finetune the widely used f8-decoder for temporal consistency.",
+    "preview": "stabilityai--stable-video-diffusion-img2vid.jpg"
+  },
+  "StabilityAI Stable Video Diffusion XT": {
+    "path": "stabilityai/stable-video-diffusion-img2vid-xt",
+    "desc": "(SVD) Image-to-Video is a latent diffusion model trained to generate short video clips from an image conditioning. This model was trained to generate 25 frames at resolution 576x1024 given a context frame of the same size, finetuned from SVD Image-to-Video [14 frames]. We also finetune the widely used f8-decoder for temporal consistency.",
+    "preview": "stabilityai--stable-video-diffusion-img2vid-xt.jpg"
+  },
   "Segmind SSD-1B": {
     "path": "segmind/SSD-1B",
     "desc": "The Segmind Stable Diffusion Model (SSD-1B) offers a compact, efficient, and distilled version of the SDXL model. At 50% smaller and 60% faster than Stable Diffusion XL (SDXL), it provides quick and seamless performance without sacrificing image quality.",
diff --git a/models/Reference/stabilityai--stable-video-diffusion-img2vid-xt.jpg b/models/Reference/stabilityai--stable-video-diffusion-img2vid-xt.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..81a8096958e1e58120a8f97da8370efb556f85cc
GIT binary patch
literal 349667
zcmb@tX;@NS7&Z#xoN1bt=2%*mra6>K&b@D%Sy<*!p<)i1DbDkRL)qkPYAOz;X3ph=
zii&1ACnYH<jscP)XeuJ8czD0>obO!M_v@T<oyA_TFIao;^(@w2&vW0;y$^mJEC7yN
zx3IDR0D(Y&EB6IBSOj=njqrX50NlI@Py+w}f&gCN2>>5=56G=1K-vGbZvi|D0R4~e
zdAL7n1Gw)1QEr8B>wm?STmL)ee|!c!@b(MQ^z#f+x}>QEI3NK20f2aT{@b{Pm%H%^
z^6~NV@(BwF@C%9vi-;T&K6L1?sKk-OqT-^54jnmmMEt0vl$4Z+*m3D&lF|~AQj-6j
z1PJ0D!^<bc$0sCt_|Rd=|JUW92OuuUW5x>r0VM!D;y{o%@ZbwTk=t`V?wI^HEdOT#
z@^JgeFCZu+e2Cki<p_WW2m<l&g8u6@w{<M{cL1+ApTtRRbN-{Z9|)WZl+;Pcd@HDY
z<x{Ve?T>X8UALe_A>m`krDaZ>KBIc}oZ7`pdin<7%m4g))xz?c)%81e_70AB@7;Iz
z@O<d?$op|{NN8AiL}XOblc&kgp1*jRmHj#=H}6e;!Mn2ZiuaWts;V2Cnp;{?ZS5VO
z`@Veb9~c}O9>@Khn8g2@nqK@(B$1aWf0kGNZftHbwwXID_J4K(xpw|v<$oIXzu6_u
zwTp+B7sM;@pItznaBc;O^YWe4=9e(PE$|@l=qa59LCGtbZ$I@4DeKy<OSuL85I&}I
zaq;xu|4jQImi<37Eb;%7W&g{t|J$x<fCvc4{qsQL08_x$l--7qo0b)=SeS?mCAV+6
zZ)6cX+7!>fN@^AY%83Ge6T$RS_a;#T!krLuO>39Yv?D9{^f<Q6!Me!OhB~tGV}CBZ
z@}lRjrz=hgS$0jXnqcMJUT}|q0GQ&tY4LS%@m|qu6913}QoOi5wQV``&*#@L9mphZ
z>%R9C%lYhk{O7Bk2Y?3Z<{bI(0U-28GQbe3Fq4XIyu4BFZi01?xo@kTU3?`Tn(W$V
zJSf|gl)Wk1Hmzo|dH??Q9-d_luY3PO2VTa()Wpf7)HT<%#qZg_rU45B$q`$FqyQ79
zDl*<4@iYjkQa?MTfmG<^3DQP}%8QNMk%z~%9smfY*p1cNa1N&7r-$D?`<!PZC{V<L
zYk-Ziq8^x#HD%m`&~epsiYZ+v4&Fe9FQ*B-7j8Y<HBr}a0BAy3yX;To{hPo#0KmpM
z^}4QJsWS3|Zf~K<(>mHIX;$*jWIH}xoI5f5TCU3G&AQzuP)dN+kbuD|V7L8kOAYt(
z8uHyVm7IOO+mn9m1AsI4Jb5#g+jsvWT{WdKs9`Ia2Y+VG#-f6>FTT9nEnMO$Ku0E|
zO&Jjn^}6>E3SwxF=de)bJlU(O0o_uc?M?Nka!+%5ieOxp8s`8zUk~**3=7Z)Wd#Vl
zl`+Pis<+M>YWZ{`3#7y{=dDtIwvcEA5KpCi{08g$gISn909<6yXIq*Aaj}R+Oao;5
zQ<2I8yP$vEpUz0ru|cK_mOn#!tL&jA8nOt0;9uq&ciCrc%6^t0|EhO;=n(v0Z}#I=
z^yAgSj|do^I=|N9o;IKimSHmnVu%@+OaA$KgXEeu=ix!}bFl#>jV<tt#RU%B5YD?>
z-i&$Q(eUrY{s{=x;W+otz><G`=oC*vihn0DK$`}NBPlP7ulg4vc;%lQZDR~c(~Y~t
z+_Y~FxiAj^CS#naiZfgEB3#hBW)uVU=Vg$WD<MOVwy+=y9E(~v>o+#uDJ=S$!0Jk~
zF|#y206Y`u1{gnb#x$Jv*AIu!HqhzUV=(wi#-?-EG>(V&+32~AlKk}HB#^Oov7JJD
zf0TsUL-PUG_Fk9c((J8%)3wavEth?GHzo*8@6g|F!R4>u$Smj<0$)89qcxOyQg}2)
z)J!FN!t4Ro94+uiOev)*C8vKp+#|;gpjz^JJ)(EuA7*TX&k}m>8>fDFmgf1e`Tok9
z_c3e8tGzXjKWe7#(7$*4OSA--(H3^%#U;^3Jdteiy^Bk%aM#$y6ylPBs<I)Pz7W<+
zNyxPJ)@Y`AzKhyw&5J#;l!Xr`aqp<*{ckm^b<i_c9eA&O%c=}e$}Wx^B<V^xBKe5Q
zQYPQ0c=s?m?E>nFzj}?eHxlM$<QS*Ft~BgBf8F2vHh<G^qI|W0yoO<L2e=O|`<irj
z8_9QzUz7}bbh1!H2s_di*eeUUJP}{F+c<t?Hb2>n&rBK2**0-1?)l4fyp-EujiA*T
zx2$yhnTCg4arQ^-Aa>Nr;h$`;ef;IgD?i{T)d*narFfLQ`ADQAJrXCh(}NWA0(+%B
zjTB5Aj3W=FPJvYg0tkihHGh29L~9e`aD53z-udZpM<k+W7h@RG?&wE><?CiL|It?U
z=S4)PuqA4Par_Va;PBPO4)=IsE>R$xdDnIOkJjg^i)2hm?0LpKv}PVUJByOhyxUrc
zfZ=|aRPVmt%c_n)W|Mj46WA#sXQ*F0Q7k~z#%uJw=o8}Uj#8r1TNMER_0=KHI;9Bh
zty+oMWR-XCUJu)Ny!*A%a~}ak6h^H&&XoJv-757nOmMEYlT&Exwbdoy$x7WfGxrGH
zuKHrXNijrZmc_~2=q<3)x!@plo$odts<)bFe_927@9Q+}1DUpuaJ<fmOG#I7dNEwZ
z>lKvZAz!KdktKjq*`8^bKIK}bl+0Tm(bHqZlu=X;ms8qOy$8)N@91h--NHFnjKr=T
z*3c{P-omr@{X;jQ@Aw>3?IiR8r6Qosb3FnpgFuFC`fl2h>Z+8i>T3HhkAWcBh@s`g
z&f*fZ>f1BNTB+fzhOf@c^RxK5kC+B3W1|COTbp@RK~m&h^6e#17C<G@fFeAAI^7`=
zgXYVBx#d10btr|Lpybv18-O)iP)JjIw}x-U?C@hk3R#h*P%4hQ7?}<<wH&+h3(RW#
z(nKV=^>}<7fB=<}l8T=^{RrP4i0^%Q)_K(OLDTyP(+=>~EOutFqV9EbcX6RA(*<V0
z47Y-M?uYEvF{fyucl%SmsQAdZ1{9hZ+v#Ku++09z5hj9qA7)-*6{1#0a<Ph<vVmJe
zz;t7=%2CM_WZkz48luo~_jM84fOS<Dj;O0U034>QIH+O3cPHZ9fYUWe1H(4Af*=M1
zAY~bX-sGl9(CF|Lz21J4Tf+hmI79t{u-80SGQ&~&d7SBa(jM(y$Ij2@oBkLwyP+3)
zQ^Wb~?LGA$@n^K6ifS?wA$mjsmAwIEhQgqIoU87qURE$tG)dKf^{Ke<isGW7Jv|FC
znYT<CMXhA{=gqxuK{4v^d!qCCw-;>rC+^_=Wnb*}DG@V^bu3ln<aFJB$d>yWJQN8E
z7x5#c7iO6E&sm5Hs`BeTJJ%8p_vLJnjWwpw-V^V;rmp7K_;Y7soN?$`E8&zyyTj<#
z991%K-R7^tab!Zql=389nH4T2R78^V{6~bYT2#)%A2<`3VcsQK0EJcVRQN<rIbX0}
z-&EP=beS5L6nA@`J87<M^ICphrxmzjshSo@0K`lw%hV{`6Gp%JQq9xk*WdSy*Iij&
znkeV`HzoNE*S#u|-(8=(ezPv_^UJP+NB0rV+~F2mT6_Pe`qMM@7OBqB5GOCSa)9>W
za9fWYj|C*6NySNTF?ncEEyBPp2n+@!nh!a@8C<wMn%CtMx^><39j>BFSzR1@!3M_>
zs~={nsWs3ys{es6#*<=_WQac!Tm^p8zuF{9KRKKsOCFO6+(^?!##9TaN*f0!I0Q1I
z>P#s9?eB?=OuxE_p!U?&Ix;)1W)olKU~p?yHvE$iGpeLRNUk{AUEpNXjD6y>fE#oQ
zQ1N__qU>b~?>Q16l4dpSl70a2W5RJ|j@=z=kI-#h1)Mtn;kiP_C!1Ajli{ZnF<og;
zTHx%*!0#ZeO+lr-qpPUL=cjI8jy3~=0^8CvjszGC1O-@c8qPbirU_Baw2nz{Rr*(7
zOkLeR414oss>q|DJBPBqN~gfbw8R24u?qWYbI`Tikwm90_cjp{gAR0!7)E_~2chC^
zc8>pW?mFEvuhG0@6-2P1vVX9lKCcUAYT&(dV6{6-(kgQ4PN3qMs7;50Bh|p+cdj%y
zGZ}}&KLax`Z+B-NHZ;s}wuzW(>kcT)x*m#f#=OUv49BNzyF?J>{^Aq|qZ1F`%hDPe
z;R!GUFFz$;8*p0i!Wg%!{iU`RJ0p0T2@hviagWG8?=j^4IQeGXX+`Y_r&j5+mOZ}N
zDRE|7*js9(OuzGS?lRz+zUpFqxe^z!axrU65mrE*p!#djnT=L;_CKe*xv>gv?d%Z0
zbYq&RASFJq->Royz~(mN)QGC`+Q~5pzm3yEN+>IkU@~y=-pDM$KX?B9NX6^oj;Gw!
ziNcaBF!&iiDrJ{p^JZ$=z$hvy6aNYPyRM_CO<K;~h{#Lg$fX4*6kj#*tAW(4;rzB8
zQ1%tXPd?oHr1t<|Tz~sl^-$3Vip)qX@h2c~aJJuI#d31yr4;Iz_*?E&JVuf`V$*6I
zDIf7}WDy#7SshkCjQ>+18|FsFaTKvzuyDxxXlTiW*KT3%lq)^^GaEWK>w8@+YQe|t
z1HgrIvbug6Z5|=E7GbfI;2|Sq`t5%`wz4^`nAzHx=5D-A{Q&^aKv{08T|#SKa~L!_
z(n;bm|82tJ-OZI>_taL)vNw&)ReoH*04D8q9ti?3Btjr7N6A(rdma6pqRs~S_ShdT
z^LWO7nCC;(p^Z`(oxmoOH&_{Y?d6R`F?X+_efk9C)}k2z$Q>BeV3|6;9?V~@-(eGb
z+@FllC>d%Xho$CXCQI;)E+CJ(lCYF%Xi`hm(ad7)^w*+VqGIrO4QdK{S-^gijiUoH
zMhb;-ZZ?qkmy+$Zg%gAW0Q`RB>>S6sqMk5M;lL6xx%;6yPsDXZp07(i%kLE~SIY_#
zlr?v$l)cL!6+uI9E|xpK;fEm=i$o1G2Nx*3f!PElJI`pV1Ayag45VQBT`SYksvCo6
z)a@}4=e^>!d{6a{>gb<c?0(Qo7@PgE;3{{t7c7OxJSD7tj<!pEOOo{O6o@l@uK3z@
ztA`q|W^WmShOXcA#&eu8#*;5LWiLy(An+8zQef7-+LtRIUMijixdPF_7Yup;gQ7u}
zBWXeH;{}4h4dd*u+DZrZTL@8+QoSbmwo%CY;Xk-*sVLrA0=-3P&4b~&0e;b%Pks=T
zRd+^Nwmht#wA@Bi2|}dvic(ifWig(*F|{c(@W6xtAWUwrQZ-=UHZmaSepfcie|g@q
zI&6gokIX#b3}vIXN^X|i0YA7WBV(`Er0$WZSEU3RC=I2|xAOZvpL(MUkCaYk3H;?c
z{;3y;!ptG!=>(~)DMX(NC+a>G1J!@jh+^!Azzks_p3T}rCypm-g@KqBl9CUlRZ+0F
zclLi2Ql-;Rn+>PVgF&i6+gPVlq~J}j^bTo<S6!`52Y`fS&y}@kEA^)>988@A>V1um
zWH~Ce-0ge+c+9utlw(F&0xqKo5Jab?!N}dLnFc!64AAE;Ei9-ivjvIVt;|N{{w`C1
z`WD0*9sqi#cc=HqVfacGoYeg1CESN6$6ML<Rhk~d{?>JhjIxhH)E2ns^Yo)ZhXqoy
zl85J~6j2@BHgTNH>^`F}`VX2Tq|c<Ipis+jbyOu|Coc8}1S;tOe0#GuF-MRe;%r0A
zxaMM*R^1X<rfsDhpeN_`7Nm0&Up4B=k&pU#arVOUO6PP7rn3Y75Yx~xUyngxwd>rR
zl1@nQ)A@z4sxs1GC-I+vsL;pXr^wZ%!aTt^VZkxMK?<+FOT0&#BHtEl-Dn(d??YId
zV8~~2Q6z%aB@%{;r-)ar@J|lhA_c)34l$S<4V&}*ZJNW9u}fnS)4FK})6(p{^1x?j
zSifsAi?r_PmB|j;j~6iZ);^rs)sZi8|6Qr;3zUF}lWS(LoPKK*Q_l6}#G{u(BU&D&
zTD<D(k#dNTq~3v(Hpb`XtgZa<jgxqc|4qG#)r+khG{Oa51N+yb@Y-0wlX^1|!%&cl
z1kgZLAVu`>qsE-wUF*{MmIQE5-;u6lAYa7p8v~YY$)y6y#>NV6c^;LU2vz68uRXrl
z8%<s(QugR=EA740alW3hTCt7l*RSd2rZ$fD0q<r(MP_)e%>)Sz0E)$wG;VGYDiH(N
ztMH4?Yyk!bF}Z)-&a+TE3z(6!!V}B@WJCqy+Sn5;<qJwIly1xcpc9ZdAEC`lAs~?w
zQLYYo(C+=PrY6Vvimm(X#AO6^WD_$#^UcS(rfsk^c*p_t-VqgN#twej@rf_<3e&aB
zfcNcy;%Df|XYYf5iC){je*h?4t3&Tk|GLcWJ!3<M+<5g?g#h2HGg?67|Db0>)DL^L
zPwkE%@(5g+3>Go;$QX`TwY<nGB&^TFQS@di`G;|SiALf__orFf?fT~y5)zPH<Xi%)
zbM|y_%2hn8j#3+-$BUZtrjrEXyk|8K^{ptElCoCPX~GD5nHw1flh#x|47t29)t4Cy
zhz`UR#JJWb#Jr{W^*8_)NJq41C`uG#pMli+E<(djSY6!ma_k<>ol0jaZ?MJk41;^w
zC9ut9+kyDPZZ9*t93`5HSIWLFC-R+kY8DPpA|STud0W=jzvPN~2x*d<^4;|4zeso0
zDkFuR%Jf<FGYeYa-b0u~b9R7%aqybsa7EZe_k9M-yS~`w;k(z)%<~$x51tDPg5_W7
zMFEknMBXS8W7&4Erp?dk!fk?_M1UAXcL0$eJiS^@-^Ng7yV(_|e@q!p%}|zN2WqvO
z>TOR6fu1OuKy-`+ZWre(Bab-TZ5%(#Tcue_8|wcJ<^>ji2p82CVLIh@P0m-c!qeZS
z{eAH&+nUYkUfYR0+49`t#>?uow@_a*3E6rBT3;|uagDD@)av;Fvb6`z5AHR%Qw*FL
z!Kb7R6-?b5@oU|)_4!7awf5<sM%51QBO0h2vCmU#Q#I<%2@W^bTmiRa-90FZnqdtJ
zDdighe!o6EOudttp3`XO9x%Au33$tY*-NRIQR}wV$_|_V7sXO%I5pVYI!zfOVEXJ>
zW@~kSaY<Qiqps_!6S*}_;7&@oil|9B5_tdqzr|2XwTu+7$Tc}nh!AmJ+IZ}mZSbsh
zCL!n1_!`;c0I)y}RY%nrsJ<`3!*E_+xR$i0&ru>La<&4lD>?YauSpMl&j1fEh;26^
zUGe_w4NlRqSB7PuyuACu?(5giAYCox#A`D)%JD(hlu`m=R(a!3x|R(w_;5JPKZnVI
z6^*LfRSLlIdxx0acofWVc30r(0l*!0Jff*DJlvt+Mtbzp^ivH{i;b@`3DOJaY;BlU
z4C#H5o!ftP`xNBYMRVMZNqQ2{B^lS$orFA!r&1Qb<lan{n0yVkpZG~q{j%L77qw|L
z)o)s(&PVfA!O)aO(4K~zz4XMF-(XM80&jfX{CpF>opt<g^kS`o0$#H=XQFPkr|C%~
z;Mz*f2n`VXJ6w#J$ZUw&|7c`WvD5IC$&8X;og5g`##WAX-_<OwznzzCTMfLEJYYWA
zWjXTlU01D~r%$NE{i#T}zXdbgI_)*(N`s2(D5`_87qYuAYodTz-%CC7%RQVTJS>%e
zH&Ij|NYo-qyyX6$PO~vw#|>+qYtsX=+41~wwcy@0<SM1N!76Cj7OG0ETicnhPYu7p
zKA{tI{Qxjog>boP3~%7m%W}-I_Y;+}0}ZlMh@edDu$X(1)#Z{-v(sHW%Bl@cNwn;=
z%1eDJWvVN?AzkcH+i>URuvbo9?3x%Zk@OdTGjhA}+CBawtr3Qi3m!oN?*$3N+5Hyg
zsDQ%qh<?asGs!E=U>23A-4-+VG;+mK2cj42xai+?08q!2=-_hMzAYOEfTaD{*&Eo#
zcM0v1@qm+V04<{Q!a8I%keRqXHS|eulF-X~@ki|ZweyY%X{o(*-Je=A1|Md-ODfPX
z>vPsuCmmjrU*+Ptl;0!<-!SI@jTqC1_bO|OM;%S<D-H?|E`BLwu#0uV1X%UOlqE_h
zN~cw7B<c>%UG}ispbk$G8cML$O>+l;<6W{J{)_wA-f+z#;@!-|qWEKg)DP`rW-8HD
z1|S)-rS#)mJ;Th8*j$U**%!Q7vDWIQ5S@Iw*)gj13P#qaGW2~q#6R?xLJ1zOK_z^P
zd}rEJ=Bo0THJqBsBh+uljTez9#G--k-U##L$X<`qjJ~Tp@}s<V&-v1jxk}W~WtEb=
z#l|VP53M?<LUuW5n!x6iFyPl|UPl~UKj|b|IB4T!w$@U6yx#Uan5Y|iGnIro*B(?U
zEsPyh{A?0x^2Rr0_L=(Cm5wgG9S1yALx0M+^#-`P12I`r;7`YWLVj0?Mw!dPNwgcF
z6gq%NP$I@dlbYRr_U@?14^QpR@JNamBNGL|raeNt?^E5zS1^}6TXWI(2Ug2VI)1!g
zV{<Sg-&E{(jeOABp9v5l@uXt&!wJ9YAp-U0MB(4Vr8&1oq|aw&{t5ob+$~K}C{;k4
zpK8q|*o@D=yskON$W2wR+~l&5?U`Mj2(5D`LS<VUh6pNK25!2zq#o=cb)a;ps@ls)
zFe@)}NM5JRdjJe778E8x5ue$yL!o$!*LT7kq_()8+?pOcc(c0IEJa-lXrE~z{Wq=1
zTtp0qvM;cJ%?X`8Uz&ZAs1h=p!cgY*+Ic23!>6z^0cZL)_-mY>oIb4>THfc9{+~6I
zO#{bfhpYSel5a=y?zJxj4soZk(N@h-Kl_aKTf|Y-lHUM&k2J4bcKUXQyVA(`W$#Mj
zcI?F_&dT-OGX)r%3sm+7!B(v4l=l9d)HQO32cL?Bh4FJEFJY@Y*{?L;dIXnTkN|B+
znYfGshgJmuC4LDj6>#{z`Wej7c1P6dW9qG3)Wv3X)QCJjuGR_6lDdm@4>NI6NJ@_(
zB|pv^VYODO8VKujCfbSJvXoY((|ZRmb~IzSFsI?BgoD!$Z~X}jmA#8PdH2pEdwbRN
zH}8rA1Qo-J<9D}YhR#^P@>Dd(4O4i^J-Cd?d$Zk6@r;`aajlFWv}v|_cxqu|(<GNn
zg5mw4e{_eg?micq4&%S7+B%wARxEI5Ow4Iv&|N*lQI7aTxk{OyzMU{AFF1_6gZqo9
z+4`X#)`8x+<+G1)asM}vN6%6=iy#$H88)+JKvB{(AQhV(-aNc{4y%+XINK@yGbOF;
zr)cDy!6jk!a59rxwlS-r*LlC|X+4(PfoI%>;NwK{CG`YZ*Td!SGIn@F8N+fSp`2~2
z3#>d<O`Y(gO<^{(*x`Wa(1on7H$Mim(9wwA`_zgSYgkjq5?b@WWCxx-C)QM5olzRR
zk*yH;^iGx_R$6Aauc}{gbY64jFA9YGo06e58&Be2jZl`GFg}Wy+;*h3c6B1%UM_{7
z^obaK66wn4Io!BVsu^LlyNQ)MJoUSh9N4edx}djkPDVBD7gi~DhAtp?hipaLV4?ic
z&`6C-AKNS7ii~~4H7qn#>2MqTC4`vbQ7<$o=eip@7H$6(G$Lzuwlu>)i3lp{1P#jY
zdI1>y%ZW>Yn4CS1l>f~Oo3EytV2{@JBVTjI>Ns_Wa(By$F&7ldH@Tj7*@1NRA>Zf5
z+}`s5>}Y8g1We>6D~<#YeMn3xJH~}Dv<{9Q3*Lo&#2tYW#=cVp+2WTvGdTWRTBLj=
zE5dXiVP%(n;!|*Hn~q$Lw6N}2keRP*$imCV+73Su*Ds9VLRScQh*vbi8Bu3?ivOvj
zT!yTHmlKbnI5tRdOS)?N*w{ayGv*}n3&01}w|wo2kQUK`>tm+t@UG77<!JQ%Y2|zd
z0?*iydJ_FHpiK#NyN5F0AONbWBEi7cu^ThVE8#~Dc@(!{<BDP*ksWvZxe+1DaA0h0
z_G++6Ige3%Kxh40r*?mY(O;w@;(8O8xgOq-4YUQY8s(G6wKv_<saH}om_D0fh_cNe
z)M_Uz_s*^V>aVWkF0BR$GW2RNQV>(bUQ!!qzml-2e-#vn{noQZ`9$ebmCS}1!Wf9B
z9V;!6U9}}Vd*hTiz4!A%;;bd8B(76V^nHa>b3(kMuSl-knQMSz?d7bfrNY}bo~#fY
zS;O@6u7K_-aT4e$IXreTO}Celvarj(^V-izj=>uHetml-aOMD@`Peu2g)=*Jayoqc
zTj=W6gE0N!LFs<sY-HLL6)TW5u=&j}(jZ11Y#`%AlsA51#3;+TMDO3N*dc5<P&<BV
z_CII3E(VzUl_g*?E}{Z=Y*@i9X+Z;l!m{y(3Y2V?=;OL$^ei9eI0)Bs-s`SeEk!GD
zpx{Iq*^V^iHWtMitkMe5IUWcCCeLER1#l&I@C|Q2G;54bPWt2giyO+IKJ{g2B?3-G
zY}rBNS<!foqSkbmHZtB)&ZA_#V%0WJeHr6NSgzQ8+|oTv(N+2tmU#JSyp7y{IUvU6
zTtlaJL$jd_2?1%)yprgw$?F`0WyFQAagMWun<sw!0_Vg00_lO16%NxtTN9T!Pr%WB
zON<|8vMJ@%I09c14ejo_s78VYrw6CCoOB+(BHsfX`wljcR={vDQBs$vOdm3f5WVKZ
zH&|`{%&l5Bizi{IKPrT@wO1|ah#1-9&g(B1X41+Z%4H6KZ(TErQn<Xe_kn!hluEAe
zn5XX+4X#{?H2jBO1wJ$cLitx*I&2$`Ut1pMM1>#9{8@70WQ5G13I)LaJG9I?ar@~O
zr?Uk!|4Y*n;`YYCLBPm^k`5{IG06iqFHPn4xaw|@wkZwEkg@GUsg-)8dLU3qo~ltW
ze!fEUe>55U-dC&>B^tq`S-Q$X;Q7A%AX7~nzbMY@)iu|)>0sYJS1m9rD0sj)mTkKn
zz-@x0iGYc!rIhrzpJD$$T?F3Sqs;AvSe)tDxsW!+7Du^b*qU_<0g)Yr{RorANYOyu
zCH>62WD$sckmcBp(chwWxloxq%-55)OOqoETplGh%*NW#Z`CbN&E?hlZ4O3(Z0Rs_
z{pgZMJTVKrASxE4fS|k&+zi+hWZg2+GCM3wCnTqu3n)CjX8Z{&05nu@-E!Q`!H>;4
zdX)t^`om4@F-3Kh`q{@)0zm$SQktzke7QLkEUQ;<48{39ys9JpI{8k<TRYe4wnI<Z
zpx%K}uyDH{)%qUi@;<&PwIQ};eE15vb&U<duH(>g;VocEsheLqr0fMwGcODa6W<!R
zn9#%0QVv7fA5HYC1=PmWO*!|(%!q7X5ql5K669N3kLlc=_pEu9elzM&o-?9hh59$H
z*+2tjSg4Xar|+(M-byWQS#>@O!msuvGvCC_B0#tl5D?U-tZI}iCn}`g^VQLQ1Z9(3
zWAksz+_1Id@bfKhsIqf9)bQh!Xa8*5pLQ7~#zIQ5g@G@k`C|MYO9Eg676BVJ;Z!o(
zNh#SWu5QmawxZ%**>s&|enlIf@BGiPZ^*`1Tg*v?(QY>v1C%nE5z0z>kps5<dGP@<
z7N1RAsXZeB5Ci$hejP&7c+s>^As0YdGJV&&Q!7F;^$_?Gu5*n4HRY&w?;}9C*gZhZ
z)oQ`rfF8H}=eT5<97;7nDQ=Z63^aZ*riYBq5|X}SJ-5P%Isk+*IUB8?AiLCwye1rm
z!GYn_XRchfYD4PjCq8i{5tW|G3=WLyw75T*kp$ek>uGOtn;8w97Y<GoG>`{W2mPpt
zG#MU(HI9!>;;;IL9_6xQVfQ%|JhfwH5AQ*P)Wlv_jfK%b$|>srQgPdv+Q!tj8EL+L
zsUco~sI17Blw{*)qe8TQa&R5<FxXRc48EjeZF(&a#rP3dLaDNOM2?pYM2A_8E%q8h
z43tm|n!}Cg{ICpZqNb!r3^nbaz%;O;o&~rDz4U{Mxase|;otP*{@D0L3)j=^hn@93
zZGMXcS0TCc0@0WT7i824^v6#Q@X;{3aQHD<D=Y{_>|u~>aUN)n71X8$<<t6m{z~oS
z8XLnx+`vBAJR&+N;4kpD7o=FSWn4Xw1$&(ARL_5h?^b}2!SYXce1JlZBdQ)93H3{z
zstK{umt-ni?jxKP=NM|SYaI~T(taB<t=)2uH>4{6URaZQ%*<Y&;in!s=AiOQ;2-bc
zpm}b9#)YN)(=K_}3EVl%Wd#xCFOxOCkZ4XMwZC*Qn^KH)O&U|3KAzrb#)Z*Cdtn=D
zML%nqdm)68Rkmf<xT-@72fdGvLr2+Xilpf0f|i^|0bq@01t7yXO0-MVSAV!OcsB6o
zLg3E2z@O;bp%vTv8dEHdqq9C2LhmX%;2GR3(Y|wz=<k?Ook5oS5bO;Afu^>3$q+%i
z?}HU{dn#??)(6ZWrVFZS27jc(dL>Js1ng#9*d#W(O95Hc#pM+m7*#jlihkhPL#nOo
zB@PJl8+sJ8$YS8CF9<!7Y%876=1$(Numbm6$!+z>KNa`(@qw;S`OG`u;;O!?e?@O|
znhyZUv0XG1^~-S8GdI5k)$b;Y9`fT&G_e((i(F1C3%x6B@91s7tJ6B$xw+{sckH}m
z()Xjt@S`ma9DfL`YrfzB@a;n6C6(INJ;cI3JC=O&>5a!o14GA0J%fV~FvuGV$u|nl
z)CHpbmXwlhXN3Sc%1P)XYL>{W;@{2pFE#ARhwM&wI-~M5X)l)dqvE1wHTPSqG3e<(
z_rwE6QquEIekz8T(67yACqjTcZheo!Gb}ED8tn0Hn-RMLHrDDnBSg7a1~-A#b!<(+
zD{65s16<Gu*aUldreZtzgy2uPQZ=b~r6UPJ=4+`Kd$2$}Uw?W%<Lu=kQvKYss#Tt&
zC1FYl)@8WLg~>u_eQ`Ci`MOfeJbU^8P=c+Sx?&Fr)4B!9EGbl?`L0KK-U>5fe>{b=
z*fqoEe#??cSp2Ble~nhu#qopqSa43`VZ)arO<$GmIMx1)bm}*Z!5GHbQ0h?ViVIev
zLgd0Fqtv#Q`71!<=U96U2VTRMtBx)f0Mo!i1DSr^bTqCykzW!Qw_S7qI79KzZFIm`
zG&Cdc)gW9j6a@Zp)>-G_LppmSsqrNF1s=mJ_x|~qz>H)58W6lNy=;kPv+I>2`j7bc
zfN(Vip*J=X<HBB>IyblP{!O!fBnM-<<9Pt!gOWYW!sw)U9Wm3(>8~lOJIVONSm#xU
z&h=}ba(;o`&}M3ZS^5BTf%u+}#J8>j=GXB~4b~ia{f%&pS4|vkkee5{k8nY6+u!H6
zml45e>Pg&7IG3nBlb+4tl@#$e$i13+awhK4Hges}^BmGOOg)?MdH|p)>IV<AS?`+X
zTrXcE<k0BvI=CSW7h0IEtljlUE%QBGN?%UwOC@?6_j9w@9^$y*69x9Mr0(BVh974F
z0)7qLKyGxBn-a~0NzA29u80YZAk6QG6u_^@4f$f~OX@ND4Yt{qpHJl<Cky9;J&Axc
z7H>71Y$3q(J#Ttp)J&kdUcd;1`#BgPv%AN`vsM-Qii25f-Xi1fURkrDvKe#iD71t6
zuf*qZ0hxMYwqF{IjsPE|Y2EpmocrkBTh}<(KVQ~`k#C1g&@Z$5Bf;{LpF-w}5ZD92
z6u~F#iJygj;})!vy2HwV2hB%5X&)Gg2MZqpM4e^D-TBU=#lN8HsiEB;em-TvHA~3X
zbpeTdvzfv)P^u^1RAf-*L-O`6#<C`-{qTEI93RSN?T0#)v~1#HfOgZ#JiiE6{i<oi
zv!s-B-g-~%rz84JBi<&c7r(VJk}|#U&`roFQ(YYa#T0jrQ@hZrCnnhl*!uP^$J^0!
zUg5{)-ZSzYG#Hc;+-o4CRFY$EJi77kz3b#RY6pN33xodoJQW4B+0eofA*@oteHtFu
z9L>O}Z)7b?qiy;c82dgA(S$1JkE_Ca3)%#n^k@AzEv|mRK;@~@65@Pk5=Axma9w9E
zDbeK5V)7~}2tr3!`8RTDoAgtAg<L+X0CKu+KMccy((lho8a0vLWramP4zO5EZ!hjL
zdB|Bi%~j+$>g7%k%iG9Go*g`G?j*O6+2*PcC5k?LCp+8+u@i<FnYe20t!j#2!q`_1
z`S{#^lwVS2_~5zpkh0(R%L*occuRgexo2ryyndY~T&*>du#u8N@=##)M;ds7H7s5^
z=aK4nw^MUUEJ`PSzL|$nzr~s2qi$5!3IOCndrZTX4gf*|d~vnqf75frQks3An>by3
z5YBfSmnM1{gqIfr_X?{IM9(*_Rr|Pf+=C%PtqZO}z4sB;4c}I3%?PjMnm{W~4Q@JO
zkSmF?0j3MOI{7NHcZ*g>%lU^?l3gxmZ#EWN_5KNaX*G3*hJ)9ZK)PQ0H^b#Uesl9L
z4ec1~t^1Q6vW-FfbjWyNFwS7N^Nbk?)Nr*Y8t$~!Fa1H99QJAYn%@&SuLil`cxb16
z2X)7r5(}@M`_b{(;ngMwh2zq7;~l5!f1r8Qa}4v{`Gj~S`rb>1V&#IsAf8B*hvzqP
zLD?q_)AUIn<;1@uMdO&}c3dBXxp{hdf<4D!d!Hk>a!KKVy^@E+$y%4CSe9cEB%)mK
zSb)yu;%NI9%B*`bW=@SLmFlDY{Fh5InEil$y`=)kvgtDQSO*&AV|?GSJ5{2AyM|js
zSq&QJq*=4W83rU`hM0j#(JnA$v!L_G;CS#-WEv@T_%7Xm@0xP%GJ_R$G^4D34pv~b
z-ROVQx4t2)uaZI7L{M6qONWo${3T2*3q%8u!2^)X?)6c2oLh!rMWs(~p_3yQ7S;iD
zU94%U`eqE~(A0&j=IBci6`r5=W0-sXOdsk^H<1r-{|#)AHKROIO7Dn}#zIPW#U1X2
z!(~KbkE<kM<<ctG#QqLemie>kv%6i+<6ACNw6W=bDxk9uB(LV$IhP|B0NriI+L_t3
zU*fNP51m^pj=Ocu7!rW6sUn5ECx45kMu(woafsaA*qrK{7pQdn-vdD6?YnrO-N4?t
z-IiVvfRV_)pd!gB)4H)}{wwpj3S%sIxp=QYd7OaSnZ3lU7@b&Ks(&8G4V_SKWfoE>
zEyG(9K~GR}8KO}~({#VP%L58W?oMmzyySW6^0LT$0Z}Xvr9T0$=raD<4Q0Q_JG%RD
zL)pFJ++$<x73}j0+0R?E?RGR7-eMb7@PKjy<bkJ1yN3jtf4=?N;WR;+#UL{(b!WV_
zn@RkGzqxJ2=$;&Bd{e(?iskCwj_5{?=NVfm5Z6RNe*&?}sT5wj@e3-s^9fwprpYZU
zWq*T#+XK8CV)Z@+8uvmu9o~3nd^W}E+kd<tY#ev_+FlEAQ1PVd=t8kH36v=GpluVG
zgq8At3LtlWw3^W}TzoNYCbyUt#0_qE?T3b;8o0d*cwCtOW?L&FoUw8MsH?TjQnFU}
z+>lKae8@S~<BD8wrxK*WQl4)`-X3z*7dRjJV57tqLTgi@4^ex+S#9daV!n;+O-!ck
zKF$jE;pPD+F#N-4lLts`mielzfzk!Vb1H#YRe&OW%Hyz-VT3Q4Cms@>d%GA+z&bIA
zb=Fni!f~*#LmYX=)YQe<tyUDL15vUk<#Fro-xK8R__)mwMV+i)J-g+_v(Qo*o_>))
zfw@sB^O@4cZKNM>aa%9RHNEq$$1^lD3Pwh`OorJE8BS?BwMRuEV4>WBi<*1{^X79g
z%{yN$>dq466-g_4F%V#3CiS51%j0XpRSJ=}?70cLPTe&72-6VY?Bn*j2G~gWa;3)j
z^ma=v;TYPK$|leWS0SFhc~_+H=h48=+FokMl{_S>l4hd(0KXz8b?iq1WYzi(w|s1y
z*1FuFtf(yjphy;{ZlV0uX%iLdnDx3SXAO-?{~dp7S=fqw7U6K?MPHA1s(E7|R}s0y
zKxtT^X^37>ty<r|Qe)(Yu~P>9zwKh?cGHfN2VDDPX4DJDy}3jlH#9j;ug^m}`Yp6N
za#~^Qh%<HJ76u(~Fe|t#7^g(X8iCG&jrFQ15AXl}qW?v3K54(l+(kGI@r)1O@VCJ!
z`JJB2>T&<Cf7a%q8W-M;f2+{LIimIsb6_Qq*OEHb$PoJ&waxw@enZY$I=v_fdG1)*
z(<}Ys+8)H<MpD4>fT7(PAp>f1oQ~+SL(61$LFD_6GvnUfxiesw`AN(=I|hC6&Z1u8
zl>MnI)qz<;vhk+jDPsQF?*)%J=)ZbEp0ym+iVP)W4md5Q1!gaGTSPo)2>n27$im~x
zVp_Y=h6CkuTwDj6nC9d=JG!mPxDRK%jd!aI)20@+DbhZ01>01f>czWl|0?Owc%RzK
z7_FPQRKCBpHS@Sag+9)8dxo3$W~r?mQ(YIwiBu*6R=MA?HX$_$YF0a&;VJwe&e7G*
zRm@^e%vXRYmt6FAcUkE|hGe21C0=`w2o@+V%-c;->y~kbLTWa5>)EsF%_yr&Wt=(!
z9XGzh_P#SRUG0_~0N<6%3imoM)YC)#nO4?n0(C<3n4RB|eN7Wk$qI`0Okl7QdewUR
z{3bW{jul;M?Cd~Sgw-b8dwc+>xv&##I4G0uMhpHDqlVn-7xPO<0L#o~34LQY&mbkt
z#yEh%*<6_(fyausK%rCjt-rw$=sCpt*jkOF&y{ani5oZP@Aq)j#P;^^TT74G?3A;7
z7B+GL=Cu8_+<GfnsXrsH1tdVl2FhubMU`@iRx8)49ii&5*pLb5xUi^uXIk)YjJWV!
z4^Q{^hza8YZH0CHfczOPok(NTp^L|`qN{Q4n2bIQcuZ&vVbZeHfB&3DXSW|A99nnu
z{`)MG+7S4rU+TRm_`v9XoXc!Pza{E>;XOxYVfwn1Cj~43SXkJIJ=<CLo(;u^F28>P
z_nDeo9>M=>B`djGat3^>_G_b%5>h;=mzn}X-oXPDJ4S}Lg|A8Xl6b&IiDD|hTRPoq
z^`KGCnEj@48Y)PZ>!hih8h*mH=)@1b{gJnhf)D)(iZK31jzp><gn8VOrX<R|{6tFG
zrlfWO7XmlMA=4XMH)HXQdknl?-P}x9A*bU2kVk2G@ph&jBJ&cZ3^r_21v5`VqOHb6
zSGjswj;CsXVWDx<78clq42<_6cAXf3U?_Antr}75_?qhTUm}3GIsM)FjckY79wC1A
z>3Jc6pDCojz1W&VEn#vGOk4tV1WvvHj|Gf-@d5^+@sHQGbGtf1Q6vApD{5VOTKsN{
z(~8JhLs`CiG>)2UpDt{Lv-EQMJaPtmr^ChEKpqKcN>0yvLS@Tte0;D`C5t!a`7oUH
zQ&cx|vbAGEHEupGecgF=4RgwNXr9gKoY*U|UjE@tKjukD@8rn>5;nbz1Jh(1col=L
zT1R${Nm+j|G!MpvtH?2ogG3{#zkYW(jZa*F6!~Ek!)9qCVY95&I?sJB<1DtX{A17X
zch%OBZ?4Xo*LjbNd&P~*2Ba`#WMp;+ROGx4f4w``@onjOO1tN2Xtt)6l0?K15nsBT
z=rf*n<|2+9JD*#{4%wi6-=rj`S~f6z5U?<O6VqA$ckQ(CcFrS|>=w=Fxx*!u5{(x}
zfw+2`(!OAPy0mqx`X`UgaL?Nbi(}*32LK*TbD1$q^LTYMwQ<Qm-@m>jbl(|=ff;k3
z)>vhS5!iS(Op_g6eEu(Q9zK{Kp%-y4qy12xQ=*Wn;S1Tcz=Wh<_(OpogyaULwcR@v
zW*#IE1yue0ES7qPzPexD$XfERnCv>=b)ovzpVuv|waaBsQuQ$P^Gmo5mn8ZnA*cBH
z<wGc8Nx2O%P@?&6g}HG*P`clKL^0={bb7wPux=(YUa-el6xhovsuSG5V%TjT&K*2|
z*wgK~5qK2wx}KHhd=@uZgTP!-FU`_v*2v6yrw6<TvG{>3?n;9Q8dsM$p0!k=%i7FR
zP-ePW#vMuVQNq7-QLQy(oKMKyoD;q=H+N;6gIJ$W_hL)l%k$&sQJ3KVeVp76xRbMR
ziqa-LbFS*b8I6-Of}Rg4k+*(f0qem7M&Y&hZ&LSt(OW;l$xE0n1^XXi9WeHO=$8MG
z%j-<ex<{vnc%G3QuusBD+7_ttH)|GR9&K^#UqJjnfa^rlb4o`53-RUaT4uc<ke@%C
zE3|>`4_)84FRGu+<K`q6OWt=Cz0{C-w0`@=)aR$9z_xfnq8c{+W|HyUJL}@^0Y}Mw
zhuegu#e3J1P@s>)#4!G!jJVwv)W+nw<@%}>wDE=5FD!pJSN;IoYhW%{$r{KOL2Pb+
zbPpfB1^`55l}C9T%`)?XtF<|=RtqoMrF>XO5m`ul_C64qf}|K;SEE6_x{H0rmod9>
zoQ-g`zsrprjC|eF>X}Kt+zUkspLv%*fBH;RUJ?mR(;_N{EPj*q3w?Nl{OsG{(1j$r
zAgS2m(C*Wi^o41fD*5l3eMd)1-Frs(6vEkbv7~}FRjXIy%lF-bZzeEa6v+JLD2qU+
z^*$1oK3x4}LCV6<?!n8{sfD8PlXU5{y*HD$I~;I+c&q7M@3NPz>EEs>cNJh5s6DaM
z-QQY{o*m&Q5#u8?nCPTF&*xn2+cq#*PsjlFMr#J(bZj_FP>x6N+yE#U1OVCL(73H>
zybDaC5ytx(POtZX`BOQvo4E0bd`OUNun3nTvr_rQ3mlkJ=CGYYS+%-4Rc^C9-S&-@
zA7-&m2`Owq9QCMGjSH2%WJQD1s;wPW>dv+`|3o7kP!v?f_Bf+JTq2{^?!z!}Q^GM0
zmzKY1^3Lf1AO&^myI}8N*=uw`?F++L3!Sd``ImCL;T|VSBV=tt!~S<p{r6xlzH+(G
zK!k!NHSOFVPTJXz#5`>!{@kmutQS52gxKfY>b|dSFD;a2;^c3h70e9!LP<Hv?D<Xe
z318i9uv|xL6ct8&Xk~RH#t~^8bjaiU5s&yC)-zrn@IqQ3(%1hAKt_6~eMAi1k|z2i
zO;%YLxRqgmHP93TpQ@pG?>kTL<I&ZAla7v4hw?)>&76`s#<?86H}L85k7`1^>4j=S
z^vj;@(-wh=hv$wPicW9^XCb$S9l^>fJp5vS8jrm%FVb3348%}#VF$V~%+KkYqh1F$
zJnigQt5}X*^>>R@vkU9Dnh{b>$Oz8H8UytsQX?h!ZfAiI!hXilv~#qvIh}8r>UH)w
zmO9k_J-%hH-FKfvZ%1>Ln%=DXj^>xJU_bYh-B;}I9?i}Ws4|$356)3%=)Zi^%Xf$i
zW82_$Ln={4^Cv-n4VyNFMy&jptcn^||1jbG_Eb}T$mYIjgUh6DzQuS@xvK<qaA-Cg
z%liP_O92^C;LE4HJVW8*pp9XzsQ}=h!2tI;j&&&VW#LtI4Kypx!HOG7pd-&TtLMWg
z`!IIPyhYJ+xnVgd+AHYoxh#tyenEy@)d9eVH#6H&Io(x-KUYhqG(;`1seOS0`u==3
zvBmaPZtf&D7IxMDtH$Nl?3`b(xgY|+HU8<!C5PLol}g%EIb#-vfxYM3Wk8t;J(vG6
z3S7D{XtDYrA*c)>B2tq!kQg8ej+)OmHDtl!@DrNTjN3ngxsEb@5&sQZF}mN*dL<gP
zI$TOjkuVN?Celd<gzkRkOcFMA&lu<|P@aZr+EmjIbD!u7yyIsdQU~vnfQB|Q>*nxb
zkbjo`902O^o79b_$t6Ty|J`bOuWDdVzt|k8R74onYVzP^TPvY_Xw;Y1l4(X%%IJz$
zyS^T+NGGY2xeq7AZ5QuHmiV{~!9rNL|3m<^*kZEY^X#l}xg0XT`H-}6gp3P+L`-n}
z<AID5rk#?_5dxKbJVa?aQ2yDl)xi3R;o<oU`f&x+=vkkJc5f?nbuMX*-@?=h&$+C|
zUmH8Ff?Oa453Qh|Qxl5Iylec0+`eev-c)>}n4y0g*SLx`yR{{7vAD{6|K7ZF%q+vl
zVYWU$gx0WUy4AhkdbZQETqh*lztd3w86V7SYBw{YBvZ2;<3@q5dY|r~yl)LCg8R)_
z&wpJe$#=1j&8@L_?hxPwIFB3>z4nrZX~Tt0)+_<5T_!92R6s4#NiHCgvKFeG7^$3P
zHd_uK6Q!uoWZ!)BG)lZ%az%yGFsDLFX(G3#yKtgf&}iuNe!E*eL(%v@L9S_y;jKrA
zsGxzhbF+y(0Q12?mH4{vM>BMBb!$!Zhli2+qbn=sBrfjYN?S!N!B>K=FT6l6lUeiR
zrg?a{-{6w>z5jxvnfbYg7f-tfNY(=l2pM%v$au)Oh0R2?D{b5-Oif4w<1hRD7<fgP
zNotU$teAT@WuXuk>=Dq}$J;KOH>JjKXimrL6CjG#={IZBJ&C_qZ&G^z*T!^bT>pNz
z@0B@U%3~?bvfx>$k})a1yFiKWq4!^(pfV%7!U(MTlAJZEhnf#_Fbyk{I$vDe-esPY
zmi|mv9~12DAyNJUysGNNR2C%K4S^eJQC<L#&7V4n=KW^aL$80=a_89#C<W&SZ+7sp
zwB;tyJ2~{^NPc@|a#%0moGNJTNVS->%B~{iZA*Uqj1vWrtCZdAq7wj#>qK;Z-B4i=
z*2kGpb(Q%}TG{pKsjJb}kGbLM`ij@cX0BVzXp@%6*G4h$A5lx&sA7Y!&UY;bBV0%I
z$d0`7wU)wWlrRBhlmR)2k+sXQvG3kLeh*qfu$TCS-I#h^s#4EC`wLWcyKQ?Vs^l?>
zoNos=@!2R1%(~ViV3ZgD(VhL2DC#w}8QtZa7u&qcv?4$s6+Xse_qq4+m4b#hU*h#p
zDvQr=e3Thzkl(~l))}4dQ6bw5*AH3^<RLT6jRjSCpY|$O<62t$xG9|7DNAS<p?fuE
z-?aYg-KiIMWTliuK03jbQWSKeh{f+KJvW6GBz_s*OTG*^UT-G*X(z1rlF7HP_lz&c
z8HR;B`+I3*E9yk&5O2=ie=;NU_c`k!EnbMdK&+}t@kl0g^=a}0Mf!Fmw^wBqN}g&u
z%Ua)bDNyy9C&Q2X4GoDEa<vN*@`RrkQ-ncGN04cVTr`noSDOH_x}7s^#WDwENPBq6
zxr4Hk3Qo(y3K?5*2+!7uLdUop9e@6XEEy7l_0I>kk;1^FXd>Hg5f(u13t$cLy$Nnh
z3+`RmrA$_tZ>rZk&cUop)u9}nL!x(4j^O6+&z3SixQ~dO5d?Uo&7#?%-_$ImpWMzE
z70WF@rbGmYXW1B~gzYt@4MEw>AvUpLG<Y*w;ko~tE6)y-bHHYGNIe1LAj3H2jpIwb
zrzPRMatSD2kp+d$C@;Cq$vpjO%vRpW!>#GbM*j!PKW#K#?|q^PMvWwFMpO22z1XN5
znv<UYG`o6)9LCyOej@Iv86%@;lhey#`%&KAg=n$CYkizGU(aMZ7v`oJ@5aS#Edj$7
z_<uCR1ADP9om<An!FPt5aQ>QU^OrWS(?>q8A>K?#&{Ft_;UgQAKw=t_p;&bGMfk$e
z3x~6SAdGUmJlk%gwGQ`fnLtN}MLQGPyxU&Fm>!4c_3V6kk8uy!{+$tK;#LLrdzPr1
zfWx$C`cM&@^toLcb;aa&zsjh&`wW2t%Qj4xi{2*A&lOY~0Q>KT05~w0k|LEB+z6b`
z)g>4j0~yDRxtWxovs{8uGbn;Mk5bq=D;LKE@opJKrPp0gTiIpDbnNf9Z1Rh*?N9z<
z#>`(BDH`A!8OXW#Dm_ofJ*iksK4K41cL-|w!=FN4+S>)KsQG_}-<;Ry+NSzHTh53A
z0)R5cQ7M0MdrNPpzeR;eljb+z>85(e$zwK(C4R=sdK+3qfY%ZYdjnD25{BO#=fF%|
z4geA8m*~F=Ke697_S%Pt>2WjB<9w#-{-DHgxphmwqNq5xJdJ&06YlC}&2f*t>dY0i
z{MyWA#W`&bDD1Z}-_ztC^bC_2dl+-pcr27krtBb`rA5;b^wt6N61N%MC~%FC{+HVh
zK$KQ}yN9uvd`4$CTv%D03HslyC|SQGo1mIj6u}jRPcEg0+q0v%*In=V0^Y!rKa)1o
zD$}?KmUZzN&{8QI8)sbQXHrQ+Yo2j=vgUPjz;xp~$(7lwj0^%(Gj*%H8x`|q;(QOc
zgJnMk_xXX6aB14f&;0zU6*;>!Oio_(x8@B_9)kiedZ}GqmD*S-8+Utk*Z`|iY(Q$A
z5KxK1o!Pc?_28{8zUvtz4j%X`@|W725+GCvM~q<C=^e{;G`AB=nE!*LYw>6L|GyKN
zB;AXzx%8nFxtB|>>62?Hg%~E6<TBTo`&>%5x!;PJN)keD8-|f`&BS7unPQg9j4>Ls
ze(%rkA7GF7`~7-8&+|ObIj@ps0+C{@A76dpqWs|1w1GEf)Cu>*(7rj*;w#|W7(prB
z-R3hU5&~DxXk$%epRe=RWs)8hr4^JDncTpg#em)XU{j`k?Xvlw0His+OtU;>dbWNO
z@mu7+!kod8yYrEZ-Rh!4QfdQjSLPp28DA8eTe#u%n#~qJvFZdnUCigi2fyXj`qo>x
zl=<#G+-)Qe4)ndPYH_%OzNh{;WxpOb7IiOm8qEmhuTk&)6fh0)J1(o{nkVOl_V(DA
zPD!^tacsJh>QFGG3@}dJ*DtL&0`yw7(@*kh$4c2hZ$x`;<7A_sU94)$4$a9zVZ^WY
z8TQpLv6YV;)Dk8h5Vd5WWL{lt21|rQPg@^yUx$rt;^4I>Sa2Om9(0FitRKLbcstTD
zzhCxZuW}=2`s%GdhW{sd)Ml@w_WemEy^WJ|5s2w80!=SGvWnZCqgO(E`}}$=jeM53
zCppXqw92u;7D$zC33;(<gRA*${}bKb$S|u<of5|94qqeXG<^z3K?|iv^>l@_d{J3R
z!?!4j;XibA<z^lI%;O7Sf8ujHf~*}&E``y`IeYPcLD6>o8``C(<Q0ODZ3l?f-X7X_
zWL|G1TR<$<nV-|%C9Bs%V#F=wL9^m1V$*Y=TkmibzUZD*EGzheW!M&<V8?F9{&Vc&
zJ7N92r}1UDuxL5J)wwW7tv@XEqr(-g48D*rgw9TgJ5JP7eDFJlfmLc+rXx#$ku4JT
z=irSZC~TQP=O^S%;*=Vsne0{WSZbJ{Plkjdn6M7HmwwJ|RP)f6hW))puf?y-9{qh~
zzhK3skMvVzcoN}X{I)*@Mn#NZ`O?7VoiAlu_fq_>UJm_U%d4xpQlCWnAs3`WJMU$s
zSXD~-inb|B<HK~0P9&w9sfU0BG2z#8K1^jm2_1V)xUX+_Yoi(*68`hT1^@9Zz1}LP
zepoDW_2P$#o~U8hTHPL75rZ-8^s@ZEuP@OW3Xl5~E2MHmEQVz@`hR{1YYl?B;Wh{Z
zOXE=G_DfWnI|T_-=5jWyivCr&XyhRFCFuMc6Juo=fj%Jt+NWMusK-g1u!v+`{^#{+
zZ!dW<YHv`Utv$H}C_fqTdB4W~f<AB7X}cg@ke$G^_=ET$MJDWV{h#TBksvQUVk{%6
zPfpBX^7sQ;J-65DfpZWDPIfhgq$_QH+sc)2Ivz2mvbkGiwYp2?DNXt9!GZ0tdvvzE
z+VGE(qGZt=@?X$ZdHF?B2RfGc)oH+2_%i5c6ugZg?IiOE^Q++BcO2xJD(m--`_kgn
zPyrnJp91;z*_;o%{8y~SlDGtqEXTIYzS=WNAo~^Y+Pv7Dbb5I9RYTh_zm{<2CiV)c
zsU41E(}Ej)eHs8P$=fj;u))~P7<^(a#qTw28mHxBL-V>eLQ5_tOGr=1gR{dk@Hy#>
zBu7>xiR_d>34ljVuCiiVl;7$(006rdSU|jAba|ASUFLP4L7yfLeTP5<`{`l&C=T(^
zdy~5<!}9Wq=rzNZIic9if6^}7)!MnKFq&$svgyyK-<Kf)wQ$_dKe^8qEKK6@&p_Fh
zLTnM@wFp?b(c6!EE8*LzVX+K^u1p8@g;)9hzaUuxjvl)S^BcTl1N`&lRqo<QtDc0j
z<y^i**RA459~6>1dEGS{sLh-3`qeW@-7(%tDJ6EEW-)s!55L-H^V_yZ0`3=77q2!x
zh2c1qP2Me=dmg_}zRWX@&D!wQQyh7z9ir7|tTt28_NG~tIi0S4H!BBcm}(-AsYV|O
zwbfVAPY9(fV20X{+e}_PwY&##B!>Wzz>@vVs{iGkz3mxRW@gd{P8Iwx_j+Djdlq`r
zxs-n{_@x-VCGeCaV?VUSmioa4uSnnXs~mG{s&5=C(YjttsNO-sDzEFwt0Z=&w`o4?
z-~Yz|Fty3Q70Zm)`WQe@71xH(d{n=als|0&5={Q6F2J=t;Qn~CEsnnn3jnm}*-rF&
z7u{OBW!&QS!wYS`4-B%uCeNKM63Qr$*Kfc~cHK*H{D#yP)LuO@pEk{#(AAZf;LM7h
zVw_fvB|-zXBZ8=BBVyxhv}-T8Sla*_y<vKb>4R%$Jax`YUz54&%IVytS^#MhsN_&b
z>>guSmy5pVY{^ZvWRdeh-Wgw;&P~POf-!@Pget#tbSWLxYdd?!`UpyOmgO6zd0y8T
zZNC{~y7b}|k8JBBV7c^{122^S$ME0pb5p=Umv~@~P87Z~i#}-(KH_Ix=+sfm08(Vs
zutl($_VS12c@HT-wNGV}%4*FAeWv!E5B%WvT7Y;ZoOB+fw_2L4slwHNbrUUqvLR^<
z8`u4MexH*;riGr+EnBPg02?p%m@=&YH=*z^sBhEtKNS!X*8Gm3D%uf=buzx701t|Z
z5a`9;g?K03%dHny9Q3>@u9f)p>Tq1*VR-|=4E!x=xdLy3xJAdFd;+%BesthnGhjp9
z3n00DyrYqO6M(l0N7IFAF!z|9L$rv>ew<WW)9r?EWmV#HTanI9v6hvv!wQACggyQ)
ztu~&Mu$3J&T5=__X^ON%;E>-xhN(!&+_$O#MReXs$`+XuNC`(D0xFBlV(zLaQRmo6
z3VkWOiJ;yq{fxiZFAoJ2qz7rMG5Ran3pm2y6%Gw}Hp)BPlX2}WD#e|Lrcvx~RvTpS
zkfh#Rg?s`$Zsfzolh0R!5aE3)n_Ys_5E%<DwaJq2vYJojxCA2xtD2VMf$3+s{0(%a
zNBia%VfzCY5A>+N1CndfRwtKJ6>Ds4JKU`<9DCYtUquW4G=J>Tj@JX`^ILc;*25Bh
z7IIG&P*7a@`ricOy;*n5LqAj7YOSU%G3E(G2484fd{|nfD#6)T;Q1bXaPCY)9#I&y
zAF$Lt?uja^a*P40YBhghzODM~QcEizaEbOqOU<IvN*#P*KL>xBxt^CKMlt+6!c$U*
z?N2SKQXi>GsLndH9AdMPtPVTd@R6q{KNhzV@_AM33`b^1zS@7{%{BN&O!e<e*DZ<O
zAaw(X&QP}SDmqV&A>q{xNrAsHeeHFCXc-vSqTDC*yfT{qTYmM|V^w(UGTSfUckWxx
z)bK9zOW+DHnoh;dwC0Y>YUG~kAE^169NJRf$>|H+G`zDnJLYfkLX$;JjXM%1{%=aC
z#Hxq~Xy<TSStXN;bOg$JZN%iIYUDDUaCq>|b<YjZp^Tz{=Fcc^#sc`0!tCtBd*A1$
zEGF~S<3lP-<xYVhGM#m|dnLBK2N&?9>JB#}`VeBi$(@-uXhy5$$qw#J3_X~<C+B^r
zSxE;ZF8OqKQfOZ{<u_OR^C<^~S-9OQD!vP&(KquhJXt+V%j(MJ%vAi8vGV0biGd5d
zt!B6;V2uTMaS5~pc<}8(zjMk3fgO@2p7G*l;mKcolLlpkuRE)Ai*nG6J$LE^5hUl8
zGZ=#aU6^_>0x)m2OQi%%x?Qc-!pyPITZ?;<K<8rwsA!)zKW_0s*!h)1cz>W~`D?JG
z9OBpY9;<oigHfB0;`5>+zXwiylIVB!@~_jKlUq~wpJO%R`S@zAJ=|ytA8r;JUQa@j
zBle<S_4?TlbS2!3d~aAJ!M~W5-ZJm~aNl20K26oyS2@oy5XGFURRnoS5I+kL!yz*)
zeP%3^1j7vMk(IZ-C!vPM)zyE>YTEZ6T+$VLV{-GQ+l$Q7C<B?<O|ZNkWQX`Eaj@l9
zdh|e|Ms~Z11Q=;=GS683g~ch~3b;>(T_VRvxXd`l<>xqtj{XNTns%Wht?v!ENiXvH
zr=Oi7CHJF~I;GVOBWK0tt?8?25>GOP=y`VXiXoEVlD6>gCj)&2^@2~vKiu6++gi<O
z$2x|_ReV5K=tBp0b^+lZxzg)?=Ak!`j6A1|A_EkIu8{I)PEg1bd0tECoMuaxsEJrv
z;=SxBhL9jBA!>F!d%+35jF@L7v=@(8ZjCISRru=r7HHSOwAJyP^PhPGgDKzF^m<)A
z9zwSIz|Wf?H~3INeBwcgE_ZW1V@DABVHe}Mog2UuRkzEpZMhOz|8@YUoUqRG^9s_`
zNC(V_N68tTYvS>SN)eB=zX%C;!ZM}5MFF;jq+aP*K_X))IC^oJ9*ij<S2-?(+J0sO
zn%M-Kw=L7nT<3HXgMH@4Sv_{Q`;3|t3)ri!5Y>%DVPOj<2`$qs)AChCz9XNfv)dkN
z{nHU|4qFDCp*!!@ZH0P6&CXbRvt#(OsahznlRk6ap6^cH%W0~^9O&;d#Ba$Pc2y#R
zs1dxeP0lD)r<mnwKf3!DWVcyoYc~@lAL4#HQhbFWDVK5eNAi^tm!|KDw(3#+%uMht
zQbxDLrN)@{V8k|adD5?PbjZIz%{0fn36=4*Q}SYn1?2efbqVmM5y!`~OCevEn_Q=K
zS{`Ez3ZGbuDys%ghY=r;<oM6DQn9Cij2+n8jSVTTciKRR$y7O(m3zco(BOFbG`+!b
zGBj0x+)Tp3Bc$!2F2DST;ArE5|K2vYoZi~8=eF74`j+4E7t~wMJC-}XTe4UGC5;+p
z<ht3%@Krea7`zBCWp~Mi*qVMRRg}Xdlp9Sa+E@iy=j%gxqwF!i1S~Dci!Wex-Qj*F
zR^*~XQO#9Pbqm-}8sJPNm*u1W$t;%u2{bElbOmJ*Ih2W!1YaK@nqhNhi8Z(~v#6sq
zg>*To-CB}UNndYjo!?06)lanrudf;TWBxt-U6t1MCVAf1527xikgnHbW;rW5N(^wL
zEdZc1aHho9J$;op9=zkU+luULfvzxC&tH58-`{}SKcPl7kbQZ?WH!=PDbi##=w~wF
zq6rb92C0R=i&(jm)iu0Tw)}_2Ua%XTQoLVG*`TfAI7<U?ah678oluZ+Q!cuqCq%bj
zLAIbOG#^6zRPpqm`pm0$xKaJr@1bT>^7<G6#7tH(FDNQ&Papz?N+9w#e_jP>Z7?#G
zkmZ2=n0%kz9eQpnQ1JWw>?$Rl$LxooevvNZ7(ulmuY||vd5QasU!ZDl?ETV60#e(2
zYVubaUs$ivSv56V7pfLVfWHJNOQ3$S_8QTlkLA){C)VGy69gk{L%<;i<g?iSYoK4C
z)kUUsvUj~yP$(v&d@%DG$XvME(oeP6&~PEIB>qzS%6RKU5e#Tq<Yj`Ljp)bng^Nqn
zyRWYHN=m&%c0Nrox{VP=95mDM{Mf=Jaw3T04#}T>wk*XLq}UbZg-4P*$Up!FbPKNX
zKTmqci=9bi!TY^|wEv~U!Ya|4xLeK1x1LFbnWk<U0FVi_EPFOHBiBRo2uMg9#AuQG
zFg#e&p3;cM#^E<NMi=*%)P@uXHm8h%U2E+h<29*Od$tK>L0j0ttwmPHGzR#Q*NEa$
z#-EjDK0o)qjlHCQ4fW`bn9*(i@IYruT8q4dWa-Efv$hyh6&uJ|Tn||NfI|-N@Tw`b
zc_))_U)vMl1I|%&++&~KIGvZ}IAXi7D22^y^6olwO?CL9(OqTlBX+KFZ60|+`fyo1
z0=pB#qQh0-jgceD#s5uwl5p>vY~k;k5=UOoAKkvwbD&SATyGn^deq5XdMNQ-5*`&i
z7jnNx*h1(6wM##7cdjVMrr(;#$KgsM+Nm5)$ua<SYViTGN2`uXsZ-G?EUThx4r3y}
zX!YDhJ(6L3;eMca3{uV22|fSg4rQFoWp1ys#s?!ecgO)bf$Uf5Jr1`&&7brD-we+@
zc&~Z*rg<GmR!f!I>8lSG6gt{#n;53gcs|o_ou_}cysRuCA2G^*zU=5b^<M|rdtmdw
zmtBV*|Hi-cFaq`H&WDvtZg(x-u9W_ER9zf=Ff*Fc=bE}Zrx5-`qSsWJ;|P67_?HZy
zn=FqHED8WC19MUBGLLUJWj0gP;sZu+8b<Z&*M~%PdYJ6XLHX(z6n~S5`2a@Ts0zhg
zS!J9n>?kR~6u4|gQaQBBXy9ut;Vf3J-c8FZ4U`_xfy;rkdGj(adq(Gy($&oe1TO|g
z)+y9Xqi1Vo!qgAUJvIf~<;MQ1jTlOJMjNY!73VdMIMZzQPXcj)#=w{s*8cwfhIpt#
z(S)q}98ypYwW;WPo2R5Hcpp{op&Wfz?(oad!~ue~u6&+B2tLfn{vhIcYb$MjJf8y%
zW<4l^D_&%hb{2z&hfVL^IVmXbdy{G{%s?fE2@uVU#{|i`&rEJ=?A9f|6T5I-@xt;z
z9*EHjVMrCgJ%NOQ>QOfqE*4A3USA+o6NZNw)tmOFl9NOc$+(=(DQoW?K>{e*=oU%h
zgOjXYZ@%Dc+-s1<T&=u58NvX0B@K*fM3Rvuc4nB2hT9o7`Og7gGc_jQZA%3tt&wH!
zRxTNMI1qEiTeiQw@{#gJg$CCgaj~+`Nl%u_wHv|^Xnf`a4je{U*yZ>SFsmpth%l@+
z(9PhK{=)Tde?dAb8{%k&K{!p<@QI?}lJZq8%PzOH36QP&Y3}jP-!X`)2q|FbcLJ#T
zpt6Jl=HcjfZ-MNd<+Z)w0Qbdaed|MbGXX|qOkVHyC#?*dwy>*}yQ$#q&_qNC_<j5p
zk1gK$2nQBzmC&}$MD9k1tI(8B5^C`~8%^J<^Xx@G^n^(z9<~joC}NN=3=ba)RLY-{
z0<HHp_r#0a89vi{M?pAZcMS8l2=F4D+1`(xrV#*XGk#x>&@u~8+YOtGQkeHhq6j6M
zt!%Kj&J~XTx_&c;EpBJPR5)COVk3>ajIbM2c>P!)H#ic1uCy%s1YiZKW&%Qp3VY96
zg_m^$n<WFii@RdIimUqF!=iPojC~_+Kk5Ei5=13vTmIG;wzpvD8K6Xi^RP_~gzB2P
zKWCAOA~f#_dO3&AzpgUl75C0dD&-ig#=`hZIY@9gBxdz;Xf-r=@QnV|uKt~U>QVY(
z<zRFQ22>FlGsxJm*_+wH1vymDv79v9|AKyQ^ELrpM)J4G6Pl}mX?+vE`t=}Uc&E>9
zrR7R_W|(*m^omv@A2!rnA6KrcWFr0PiZ>b+67{vIx(Ew=QCpidc6mI+UOWKlR=bm+
zqg6Q3hN{0HbnHgpoSxi1P3l^?5JOJ=-uAQ6T^Wa*N46%W8i@k#ujGS;cEpX3=j4+k
zr*;t3y+QZ3@$|Wc|JwI5OY4+o%Y7fy@>uOr?bKo88QCbDtC+5#mP?ht^VOS60{Uh%
zT)jX6-Zc<ves#s}pOlfB5=KNVT&iO*->~3fI1pS_&e@KUMEbxdeDwIsD4jua3F{Ds
zI|0NZx}^3yyPfuPq$WmBhum51?~Y)R^yXzw*S~PBY5+*<R>J<1XXCvK$8z5TWkhY6
zL5>gO4?xdP&$FxXAnc6AJR4B-ZQvB;##`#9r{BJuv_<$X*bAF~lG|rq!84l~u-Q;y
zMI>xHl56V6rltnS3w~wivH{5~-06Msw}{8-<lUBeEp0)KPI>v=3CUhbFI09jWmoys
zuq71qX||3SVr#gbE;4Ng`Q>ovxQlAR25u1^F?P1J{`NN(@R*H%b|5s2h>`30q5?7>
z+wY)!0gbN+pLJ6?QpIq7s!K9gdU8o%cd~O%-jDZePPlQWt;op^HdaO&m?^~1Oh0Mj
zw>$AJ6ONzmN2<SPqim;>H4)mH>d{0qbIDoMsjm-ZCmYnnPWb3VM@tGyDxfe$4a<OI
z^}v><9}L0e@R(&ES@09C$37GQ1}dJ^14hR;Z}-P$cK!4<LX;Sgx>H<UGYj7S6m#u$
zYt><uliGRxKApGlf*6f17Vlb(S;P*Zt!A@>Q1YvmUOVZpq&&q2$o@aR+Y#fu37n?-
z{+m@Y*72m~%<1jjp`I{tbMu;tOL~%h9{UPJDa26B>nxJrGKN}bd5`|^9qTQ@4tg0#
zC~}DKdC*nHgac50mRUY{t&l%lJb8`%tut@86Uep=k>Gu`OAyx1-`Cm~r>~R$QNW}-
zv~xBmUy*ibJ5_h{vh_jb8sFvZnweS~hdud$jymxS00JeI&)}(S>wAjg&!H$#8#V-5
z(PKvg{RN$x!*He!i_V0JW}8c0C0a846j3QZ7?SgdlOIDa7r!0Hy9^Jg0Sg@~+An%M
z#CQ1;8NlK+QkD7Xy@G${QggE&bHfhP<RNSgjJT$VppYo5pc7Xla`*YyrcNW+AWr=1
zQWO^~!$4IB)$feEFHh|nEB={ek{W(INqgHd$|scl4l$mrUscI`7oKO|trxl6W3J#G
zG3X0k-FYN?kfZ<P^XJh+6uZ?7Ne>MYdMDN^$>lG|``6jh7YKr#eu7RsUvb@iK~3{>
z^#Y-m4c)?)zx)gG!K;!^olMz>x3x7lF?R)4A*B+Xy*1a?!tZ85gGw+dXxY^qbWGe#
zOE*MpK4357McBeta0i9ez5^@V#kZJ;t1;vL@#n~I@4!~cn-sgV|BJ);>xWpc>MAM<
ztuCU0-N28~MI7bLpMy0wCZT?&*@#PM8U3{wjvlx{JVXFF5!JL63|D0`@B}w#JhZie
zeqWXnCDc@jT?OjRV7-B<is}usqSJ4aE1Pv!uRWZF_eiBZwbW(MoVFgUpFs6}(m%yD
zeMGdB!Mp-zyjPE^;(z{%CCd{yHG3qthZ`-2pN5UqVl!wozA&NSb|=~9zK@UxLGghy
z&v{t4*ERj6+z~sg9V6LEr?1D)dz1Qa_dD3fa5}*$8v-cbvrz_ggQBB^v;2U{sqN8i
zu8RCyyfKc=Y_H@u?rxGe6WsQP<d-2W^zcVQf@$xLcK)`zwS5&53cHapDf{&pL`wB^
zh^D%HVknSGqbo-31Vv1BmCZN(!eF2^I~)YpeSGp+s5nfq>^jgS{(``ptFJb+{A$lx
z)tYpk7y1i2Dle(me<nQV$Gnb0Nd@v}rU9%~?qQE@h~SxCh2x|e0ppv+t;d|NyG1T<
zl`h~G7FhvgWc^3-5s!xnB%C>&9~)0@VN?8mzEDc~1k|nSM!_XJkIvb7k5BwFB_HPY
zGI`K{D)>YMYGq#a@YR&8X|c^+itBpMoqCt4uap{GM#**~b;nt)?qR_Z5BWw8z@fVt
zA>6dNZjGY@mJWKJ(LyO`j7fjj_B<s0niFX>p^ty@CU`55I3ZOK6!K+%ue<oHIeS>(
zVf0x?j*A;C2w%Oq7*s`V;(CtoKlv;oj|2XuO`Dat&Z*ez*-k>j_ZC1=ZWC0@0sSJq
z<!npWUmZC)TMp}1z3fGH&9(DVmI_`eC=l|A#9W>PH|bsdjce}P&_J>qvldaF^TKlK
zkkd|AK{@h2odN9HLd(NNCuKTLh}V2yF+>Qp-sj_P2~LjE^WWLGvE{pdsLkGZQn5SL
zhy6<d?Y&Qg)hWqJ`o1~53qF1}`kIXz4)$U#8@JcmdcDed3l^(1$d@AT&{{TF6IAcr
zXKd^*0mJz|iCHFBn*m9D7aJSF=(LHPF+T*?S)G2o*B=<xT@&MDd&SrAus`r!;-as)
zCG2APoAV`Z4w!EvzAuFvD}f%Uw!HIWjb0z&;5d-DPvbt=AEj!j>tK+Q@oJrXaychX
zYFq{SRAj=)fr0|P-UOrf^@0ssBm2FZOXeeiacfaKCbEeI2#TozNM@WAf#pQo3m^=S
z!1@fHa1%_@e`b73$-cwBlY!s;#`pS@OfI)s8+OEb8VzlnA$I-9G`rf@6G}GhT4-^!
zdzQL}SS~Llz0Z$TXmN?dVvA*`?)o`bzF=*T*|6l82hoA~X>vkml&+l@|H4qnJ%rK9
zI;Ay{7|JHUC3I6A^-f4R-WM`YjKs8MPlC~kupq6%ejnWrUsbJnxY2P+b(13rs=RUi
zcij&e66^_wMs~B)**&)~P}g;@-b^k%!N*{0P>n#_Iyq%IOQ}En>V7Xux>U^Wn<Z~p
z!7EdbxZj&SH8NIhu=9Jo!{r>S)z5!6x9M)Hji16_(7TTKHYUmI$x+6=LrvDcVn!Y!
zH+<7Od$fl2`nrZ9avmI84ZfliS4_0f?V8W}!JP75jq(&X(|ELY8<9eT^;aiwB1<;P
zygzPkedi)!#e8PWV(%WhPvA_<k&_m)NBh9FZY6f=^N_+tg^?EuMPtsN?&e8b>K92H
zw{?T%7YxBC!#@AWEpln+(417E+>P@CcD3zI*=ke3zF=pUx6<<XQO)$>i;O>JBiXM}
zsJTS5aCB;5{LGaLmwM^>1}w#cll6Bw;PQ1}`FvgFuU-&?8uaBU8m1kawsRIc(jE&1
z#+7ke24=7zAf#@~;T{?;_})Z?l6=?q!6N1IsO9@l!L5A<Wo~%S9>;wks_#Q1>(X@(
zW;FO+01Av#>n^o6a?{=q`;NNn7Qx2@XW5=bxU6t-P!48h(#9d0&LP6lAx5*tGd<+3
zxT4aH6ADG4{bzE04Se4p2o!HQ(0geQ)o~E$EGn0F+qNtfPgS29Q%VDJok)D~a$^Pg
zL*LbABmyBI?TyBxJ$8oXfg8}^_l>t+X`i?*(9l@<Sgy`cSD-cKn7BsvWMFPd4y9jz
zd*oc9TjAolWnfuIt|4T2iC<S5ln*<Rsd;Cgj>lt0dTDxS|H&#96qXI)p(NBq?-YNe
zg5)+D#oLZt+4ph3-HesBZ!q4vrZ9{!atZBaRoMU=?=cb)y^8{huZL+;SEr&7uX7El
z8v1$!-f4V6R?#){G>xuESH_qNK|JDGdNeHcw~&z;FrFxxV$EKGHI4xya)Q}?xUT6y
zg~Sx%{La2`8rCePuw$I2y(O@fEWy-MfMhM>MSEHMu1fDe`snr8Hfb#;dbu&CBj2XX
zeMEA%DDb{%m#~N(J}dohB$G^FICc;zYtk<?xKF{6VaN3Z4e|}m!}R>0n*YREBVlnx
zEO_BaD+8JrDt|!p9l`t}5)%G>&92rzXK<#{A^h>r(B?=(U<~;(yV*&Mu}5999!W4>
zyNw+(jAvT?m(xkx`Tne~Ak8XILRK{)5E9B|NPY!uvr|q9UjwT?3`1mIb7a+|UqrrD
z4x*lp4-S~xDUWCv@oS=zzrBbuVEETj9~)GFX2baj?@N*iiaU*9ujnV!$I;=a^pvuH
zz0TgJ1%K{;7^6VyAnx^;e2v6@H#dl*wjZvxsu_igdQ)-!sMVzqqyc6ouRv*@WXB!}
zSmKOLJ|tgvs*}ncOsi2(aPUHlM;Syc?)-R8iOlYD2r<3T*Y6&)o|9BUpE$KJW;{;e
z;c3>@-)sJ*Bm_x7c(2j3vFrR$+nY;XqWBV4QlsoQ#3F6yhs%~tKsmsSS6?ESZz#i4
z^IcnR4(6~o(1)+t!7ks3k_>KZxfvzBvDo`F#niE&mR8*g1L6$k6CU{#EKEs2);A(I
z7wupgksikrofBNwX-m3B)cB=SFU(2&{e&8p?d-UmFNjyorYChWGLRd~wzvMN-~ZyG
z_|IHoC>a%|%lhrl^iwEmjX}7y8zP5Sg|!4)Og)Zg;XlZfRI84&yW|i4cqqi+$fw+;
z`se&-(ZDYy(1z1i#WkIu^}E|bv+`F@)Eb28iyff4SWbrG7xZ(3Ryt=Bk@%Eh*UkBq
zVb!g6G7vKs#0tjyMgY58HcWqI;JBG-=Dt*iz<n(s1}KgS#HR^1Kb)GV_;l)c=AD0j
zzN)v70Hq3IV=@YWFosJAdoppHRW%0l!M1;V3BX&}`0|>|hO<)5TMvrn&lLEyrpOsn
zcFg?wo3>gcJ-v$eX}R=AMW4PXtwnhatal4fiR&6)khUr|QpUqrtnHmD7ii7vf`5VM
zj{Lc2Ps#fSUpbU0VfC@|d}PlW;$CY=q-HJeKxjsRmgT{!6P~v^g0xp9=TAAvzy6Ft
zx)v`(6=RnHkW*XON^8X~!P$I*H8-%)NeO$H2%V3!Y|ePK=42p{+)ejN`T>bhItR;b
zn19W6U4uRVfLf_kYD}h7^I3XX0FBKix94Xd;vFl$TrMjqSw;?)Uxx>>oO41U6+z)Z
zascUSvv`c!AhRhqDet5nOy!yt)IWZ2LIR|HbvRHX&}(-R6nf`ZEz)?vX`_h~Uz}fM
z?NGz~uWKR;fhdC84w)-H_s=FNcP+P=$V=-f>CVG@9fUtx9{ibaLocFd<=Ha7T6O5}
zjj0UZe1=J2li`G+<#HQpb*%o>N>MuuAhkLI7H&I;R^Aa4=+f(wmAjR#h4y)}+Zo<m
z?ebt-qyNtIUC1#LVN<C?i_Z>#Q9mtKFN7POB_Ug<5F=E0dt*D(EgHrl@J_R@TYPUY
zt4KBJJL>$D7_txIn=B>$$DW`LBE1qz#7I8>0L=TT^1vFCk&}hf14o@`95G(L1K9IR
z5tF|&UH}|wEzhXKWijAN-D`>rIrP!Z>Q7);0bMTSs&4OXA`mb9;&9KMldeG8ut2s+
zXWws2*L4(IQ~YcI5M7`QC0V)!&-C}@)@%arPH>0$uyAzi{k^@(p6?p?2X5VoMraSP
zq`ba`Ugza7Thz6XmNUac$>Ot7(xExSiUBCW9NVQ*_!7ZJmhMfNTrO*0q)!2~(l*z5
zqEtae>YqfarPNh}ARxc5Mgq7BL=ZKnqkxlg18H0k+xJ*5%+Or_6FwYc{ZLo0oK-Fj
zG@em1f2JL%(D~!C{{Uk)6}I3DcbX6YZP1g=B`?NiTg<&)73s0{-y~>wGD5;!U*E(x
zpflWm$9Riv-!x6w3ECzsm63*R3!8XkYeSgba_|Q4Ikdy~%*#_!!-@!Sr0$t#J+|?7
z5(l&Vm@nXF196=Yrkpe}fn|`=Cjr=g=FeBemjj=10^IoIa;%Dis(Z=!Aa9$y<ZyQy
zC#x*jU5O3~T231N29|#<(GBu<Y`UnU6i3t)o}Nd?wMgjcKe^r4DJkcp-9!i4d8ZR$
zerHC7`kq7wM#jN4WR}}Y%aqSmhX#t+p;@GK6R_l8kZ<N;Vb6Dcpfk8npj4v8jz*6b
z>iir?a6`}xx3FAWFtxkw7p;w1KR1Phscr0bgfQ>J2ZmbG5moyD&2pa*hoi7&Csnb$
z`}uJg55Am{>(v~*S~qMo4HAij2hTUM^BTG3K||FonKU2@47!7tyX&x}q_|pd0rIYs
zgTNJ28U?1e6cs$3Ph5)1O@4I5nJn5XxB&2eiix^H0{yf6_ABvI<%<tl-d1)DKrOp^
z`vErB$#Y-Dtql+6^nsq0BO?7^LBpgfeEKh=sKNLjH!2*30LoD@EWPuXp@47;3$WK2
zUgmTZ^9K>zHGr;*L&252$v>liU{KE0S2Fk|Dmhl%T#s|Ev90*aeyI}~xj_`1{-;t=
zjm#MFH?~G=m#kcChW{lTgw?OMLam#E?&qlj#G4CjXVu#vR$wvFqUYK+D>)oJxA$@0
z7qZxR&dkxw$5>rVGm>7AQSf2#XyR!_lx(Z?_^=H?RK`-Smlat5&iPcpq3`*xct^uI
zdIm>xvdBv@$H1;wrCrn0hj3t2TvCQ;)QW^hc-Ax|qN)SS<l@SUDb%u9<p-pH!>Ry4
z!_%P^4%`JDj1WR7623G17#()o4Nfi-$DCBi54ea!oe)$;J5g^b<iJ<uD(8d}ok{<;
z7W?*^qU-tpapT<O@2|bSJ)PJPkxR+8=$cK8LH`B)c7O6Bb;f2wIa@?X5T7r>WMWJ>
zeG->;*iCdw^%&kiua$Md?={nh0EEjyB?l!PZfzI`dg(s}aUcS0H3>%gD>)Z-k7gJ+
zEULH8@M)*smQ0H1PPkfoJS}{zqc(rbvAN~HOiR+>^*ZxGWr?ZigHI`sASgNMp1WuM
zf;!9%1VVFucx=j{A{Ev*Wlc4HUyX#GEvNEYqg}{^2~NY)c^0ySv4=p0T3N*P2<|6^
za<!8+l2C#e?d-z_sEn(QE{0z;!l2pW!dDf6%P0DJqBr%1V-}!%j1#4!jp{%m7yQfx
zd|GTKd5!b%)Hxq8!($(B2vc-N2AY+Z&|)a;KliV^_dl2QVM<l9@)BM@)~v<QJ2JER
zG1T%7>J|>EOf`<!9_?%bczHWsE3)W5LNO~fOaqlfQ0_Efu+%$=!t1ExS@1VXZ>+WN
z2#mdWD2P>$$*_IW1Q`c7Xq%X74z`tIS?%5X8?b{0k5Z4Cn1pH1rr}f0%LNK)W}4r;
zk_?z7dPraU;h%wU)$UNK0)4$ewD^;SVWHzhJIN|ML2VgcGV^g~6Mk9o9l8uit9Te0
zZ-2f9DiIhW9wx4X0JK4s=#ZFXk*bUX)5j0x3*{*)W_M-^^!F)~z=@XN=W4OeNSkOC
z>Dqce+cEd``RWc>A&y$h)6+@aY>r5Ck&1o7X71}Z?9w~ynXY|*>B?gvnLj>4zLE}P
zl{TH9vj20nU{~{6PxdwCrJiv(_-gVgBlJ4g#NGNR+C$v+y1T`B(g@ypYZ9Q$og#*+
z(qGgbw6WQ+F1Ld%^8e?$Ui*YE*U_=Q&~WbcuGE*)$6PgY9zhd(51|-RA??T~sH4wk
z>3_1|vyVnOq!Zy#?mFDTk@kt{*^Bw`c<1=Goo-jPyedG~l~*&_!6e^^hf8;+as0+*
zuB?TKb;GZ723We1rDT_nyu|#Pd0evoo#pypGZ)@mP{F@>;C|%ezN{82UbEmMgG^!Y
zn?nsj7v5v{F7D|#jxQH#$Bl$qzW~-P<0Ykg5p@>-N+z8}YuFxu(4i1ai_p)En<pST
zml6G{wj;^C0-2{=(J~+jk1#38u6d5om`*^=Fq^Yj71MqhpV3pG^#9s2@z$B`db5C@
zf!7VExX5wg*^)d<j$#1Tgo}@u0;VUm{nA%$=q6P3;ey9R0kEF|M^WZwS%k_C4XI5c
z49~>6Xa$&&HR%A@BQ%Zvz8~m0VQjRrnr1RRa3@4$mTso5pV|v4qp5}c+)6b6CZT%z
zOm3Y!$oK-dZmE3XpOP;u0%MBI8Y&&-4PQq_Sh*1Zbq(!}d4T@WjT?923P_pwow&{n
zkHhfy)t6wZk?NjWX`M$p^SkC27z?YWDVdh~FRJt&(y&ApDL!Z9asYc$)%jfY9@1{T
zz4f1>Zia90%iRL0r?T2BnUN*1l3KSva|`>ryX%U?Qi6VohNIM1Vt!`Xxe7ExLi|6z
zWh&x+Pjz&-Z;jX6OoodR$K4$X?=h{=v6vGbM1`yn1Q<SzqPxCcGK&_w!s#N0jor5x
z{#LmUe$IdqIXy4tRU>I4o7j`EvOC?n^%r#6r=x<Z%$c`y{4osB9c1?fUuB6*w6+2D
z%WVGC0V8w;F`TMJL_BEo|7PicI<?!ZnAR&#JCtc2^3C|g$*`QU1ehT~3Q5UuNQeMB
z4Ahy^^sWD-*Fa9^q1^K=N_z5wU`X>ESdJlOt5y_#ZtVViaT#=>U!ej_28V7M>$vr#
z2f1wm6mJ9>=gzC#4sspn4?r%_=)w6^G4^|H2Wnj&cGW|e_A)PF0+cf0kq_jr4BU%A
z?ca|$tdS5-y|Xd=;a15OA~dBV2iM&Sqyv?3B$n}~hIcl1cjEUh4tSoCfvAdB=*po3
zr?lr2O=iW8iAb^%#|N01@IDX^pQt-~Lg;vxguKz8+5K<y17w#d32LjZ_`8=V!0#Bt
zwo-rJ3J5tJz<Tgw|Df2aU`XJW<gJPIJji@u6MgpFSlpVhKp_3jp_Zk{6|UW_t}YSl
z=M9$8301J`54P$N?i&_>zjiO4MRu?3d6>0otS>0f8#=QT<}Egjj{g;6PEJo{_l~7#
zrJfl)<CW=pEK1(syq*NBQ&%ZGmXI;Lju=<nEw9N&W!wJOc^H41#_31%J3G%1o-9yM
z+2#YbcOdf-+&+e=e>XILO2oNH4$j{OeURpM^@xk&Bn%v|xwRx-O)U^S*RIM}82!^u
z4*+Hk6@DxSAJZ<Xcu2-M<^6ZFxnAX_W=Vydl#;+Kq7p6tZt8tscTHxd#IY-!*;Iw~
zbW5RGQ71pYRvu7>#e>`L-2PMcmIe*pLw3dlm;YO=h&8CV)>vo%=-xBw7zWylEXhh6
zyYj{BV7ut!DT%)3RqK5s08wyQj(%4#J;lnhtbsI7Y65cg$WhFMAZOeVAZJ$_s?Cm<
zX)-8nREL)?c=A5X`Q1zUk=`aq`6T45ktgb^iB-Q*Z1$r|C<|3<;MIVr%z?KUO5t}$
z5l*~Tc1HlrtRQ$9_9vLopKH+2I47%CBd!aXYwj^>fnc`1QAr!9$Gzg>mbX7=+lFbS
z9~PAMtNveO?1R=VELF-)YE=8S3vu^9Su>$F>w4+=-MfK?KhQ^qO%E_qrZ-vX{)|cD
zorvF8#Jp3otr!YNLiG9+6R&)(xB3f;*>vIH@R8M9ZmTIaG|rx(aar63`k0yBZ9Jy5
z!f0+oh7;T`cqkQg#Fo@tE2lw>(od8xpMkKIN-%^BI(`-JeBH&eX%PNjZa@iA$=xOY
zB0{H1qknsOJ4)IZ0vRh&q&v-Mf1tNOk|R-bDT$$Eh;L$u;m57rou&=D*xKj2Q@>RJ
z*3l6VLsD2umxBAxI@BM=d1Wxjgt^<?i<RmU`?R)&^;3Ei()xyP*suNt^|xQ%Tx5qX
z?|&BtEJUmL($CYIJ2$M*>JqL;G(nzvT|((GF$*8DF&h{=1K?nN@rC?P@6N**C|@#e
ze3081)8xHLLoTy{&84G{=e4j>-6`8q^_aEry^;PNt?BT4WR|j;{Z*&m;S=)-VB@_Q
zZG=DVeY*kmV{NImH8j_?3b>I+O=~+Inz?khKEtcm&>Rf$BAtYnis8)%d!;oE`xrZs
zJa~WEeJrmfACumHcFb*ZMWOXSHT~L!PZxK$_4n(icm&C6D4g#CLN%VG6k@-pdVFb!
zkW(KvHHQdhAFk1x%Xx0o{GP)4qmLu|E@5$(o2)J{_uzX8_aA0{d>~9ud+w2g3QfX;
zCs6YY3CRE2>RRjMLHUE~uHIhhNRSpO{lW?-9x3HU8FIr@DP<IdTM37<vvK~?Kc<~N
zISad0nU!H8;ARE2!IWf;3C|zTI;m|;38$$8{j0hFGTfBpJwAIfVwAk$KN`tZ;NY=U
zcSt~%#qt{aLffI17qcBA3f>$??ll3-fjKm<_x*LZsZ%E6C!f)8V(|5cC3sOR8^w30
zv$>J+jdnFydza};F@$B)7beVHE`HP04598gn|Z(sgP9lC@PWU21FEc$^9^yGovkxK
ztm=UU#~-WKI_w~w#+G&(Te6D~z?**X{I+?E^JJu|L~%E0-z3r87778hvXF&k^KQ%h
zryeC5iTkfgDlpJu=T{PLYCSItB8+V&#HhXaiNI6emni?IMt;Jtrp-=-=*?mgM}&WY
zWYA&|ek%H<x5@P5IVr9Ix-xwdOjC$poE(xEu&<|1@$o>_$$?cDQ#nSMe=9$0yB2@d
zuH)k3r<1`qc6j9(ea}jreB{OG4ZYtgzf^Qe^ck!|y!6wr%sY<MyFl#<WB3;?SK=u%
zW~$Z|N?&`V9R?mt{)egfEb1&qPtQ0u$IdO)WZ-Ads)S6KNv|#t2*!}r21_-&L2d_^
z0Krv?wezJli&gD9T{uAAHr_pV_MJU+VOl^>zr$xP>qjy|e8ou~o&V5;=^j$<M<o4z
z7q4l$lV~N78Ri%MV1~cUUD=Z^Bymo?KrX|UktM#DF5n)xx40*)xiSUc`~^K&)0LO=
ziu&@z|HJJ%Gf}Qj`e|Jub(vI+o*3`LEmqo*);rtrY9E7Zmij04-Gj-s93Ve}R@5MT
zkKW*=P_x&S8lo+*aU2~#T(mdN`TFu#^jXoa+-zO%em#&k<HMQfIXPo?W<!_qI#`(J
zgYl}_^^51qPJ6%ejaS=4y6{_Pew{q?KIl#l(R!bbm^edr1*-)d%>z9%3aQ6F)N4e}
z>I|VXPi&A_9=;f8q=?ifRZHE$N*n+(jfNuYbFkTP-`E)79Rcr_cWU5sCH&ah0BGW?
z6X=5YRc^C%*a`L(-v!Xb-Mhy#S8pTq8wQd}iezVQWkxcxWB&KM<O^kkM_;UdPyV+E
z8m{Ub1KZ(aH%Q<8DGfo~J6hg?pS<(|F+)mo`rPCB?9d?HQ+m!83iD}0sM?_wEuy7C
zjI7mVRIN10-GvsE=D$gakk)gc4+0e1WL#~{?`NK-AA9MxFb3r0BAOu-R|-xqP5S!a
zS`bM?6y!ygm^1KR|9)yGOl#Gwa8%Ye*x@Z9$A5rYVle?+`U2QxS%8#ER=;bWH6wXV
z(&$eYw>~5mQz{+a3EE_sN}cwZnFPVT*jp6*n;zR~z_N0jsO1u7WfR`+p3zaGvSWxH
zDXXt5s*s{FxVb2wyq9$EdxPhNQc&LB-fXGb_tE>X_eeJa-(F2lOC{P-<ulrhTPK#M
zkC|DmRJ7=~v$*g0z-3xn?WB<_b-?HY-P=+71HTb|`ql6ZC0he?Wj5Uo@DyRnKP;1=
zi|(#jCFcbsQDXB)H}<t<@t}4?U4tGEmF*@bVSK6B$rzW#?J->CEoLb&($mUqh;X=f
zgp}9xJ4i@K<VHqcdI`T~^zh-1)B0iBAm?Y)M&`8WMn<msX5V5VX=!7IO7>~xB63`y
z@GN3gw>1C;fWl;`=FL6xeqbmWELHD%cr|Au<~X1N`HFDFNakOs&TCcHSagEU>ve&S
zqR`p8bMkMQD^dR|>={o;2(AsLk5eh5>%+^pA^~Ad3GypCFh)Pb`3D5^?q_tD(0Y2M
zuC#b)pW=^?9WvBu^QW`ZzX|6B{(KfYzl;$?$S239xM>Vl4wiG5J2I*ZgSOnZNcqlr
z=a;5<1|`eE{}w<oelnSWr9!xGxF+G&_oTjQqt|QU$q6ZdRN0pbv!5~QJ9VV<C_Rat
z+0D5r9KFaaT;lgtOWV_ep^Z(<ji~|JG1tRS)kDcswFD9$jHw-%5tK<(n0#t2%)R3k
zs-UfII}>FL%iZknox&X7dm88P>#z#N=2gmtZ$k(7?{D$A%M>(vA~9^>@%Xl&8Kz0;
ztIKY`%4M>9KCWzgeCV1Uin;Pe58enYyX@=+z2=}cpyEegzG}80;LTk(=J@-p6N<sc
z@7)2SEE&NKJ6;8IcB#+vYT1UMLF(;S^;<EW9HK^tdrA8X*b658eMZn0)t!3qWJX@G
z!9_k@x@7wup=<+Lq}?G==vKFKv|!?!{OoEEi9}E%C!r$!_aeR{y=0%n2#*s8yN=Wr
zjh^El`XB{e3OYg8LUU5?4xY?&;W2R|*H>9^W<yi$*x8z)9=&d>iHGgJC%NGW+;AVS
zoD?VU0d|EOVl9;|K^M*JzQ@Qx!<lF%L&2N>b<r5yA^9gh5B~6E%lVdbu9+vV8fp!H
zAew3X4u!c5dQ!@4!wA{S4Sz~(cbnj^j2(x(KhkZGl%cKB>8i4wt(9u7aT#y_c+-Bz
z=VZpM#8C|?XR|S-c#B@?x)lEK%Kega1*JbPwV(RjkFBiD0|}wLK*{324nsC@$<(*b
z?~n2%e0^uE16Ds4kvU`7J7K)8rlA+fn~zFh>*nmurV(!NPu4{5*PR8SD-XM%Z@Yz1
z9}@1dflC79NoOo|YsX~&SYB2uIH*dVzjS1uj>bLwhq(oNfv$Pk$l+bL@Yt6R{AZZ$
zm#3(*nv}QW<Ce0Mm)}+2mQ<#^`-h;-+udAAi1~xyANcvJs&=Noe9-?u-^P?~h8&RF
zL^NGzrlcQ=-z51L99)2us@Z9pTIl7xfuQd7Dwc|E0%m=zvh!uD!kHZ-3<4L?o*koq
zmpVTJZy{IiuuhVBMkP-o<I>*!1$F7VkIm)W{Bdd5)6INHUxOPxrEU~dtg%co*bAGA
z8*DpvJ9Ns*OxWCgN!@&g0Xe^NVl<j)?4w(~mFy;4GMrEgw?Ae5c*-`IPfM^a!vZoX
zF5}<56rQA)h~?$jXtY3T@+r@5Wt<$QWx{adhX><#Bxy^POB*n;PFU|3TyV{5o=t>G
z1hdo?lbnaI^!SfKgEmo4wyo!QTb6EyPxhW9?cSjg!;!m)+R8;r?+PGg8BTSv%65<L
zzuCQQ@g`9=Dz4q6_ciyl?y?)d?ANg9?<KEhvPw5rw5&mEQylr&Hd;w<J^?glt@%xX
z#(KZKxIpuPm&NDh?`R;seJXZ0-vn#Ze5&c&K={tBZ&N(MKR)GsRu9VNE>4`?O4Jlt
zOyM~%V%oa~o7B?Wr5Z9-%9@5&e|^37_?ewjx&9L&AWD5HG#PYaTwWt!20hkBE%>rC
zHRR&LENw5&e)4GG_IRFgOK^Fu&yIV~5TQFmXo|V3^Qiis{s9Nyz*^t}>y*U1ndY8`
znz{#v)5%&rpJ~=f_BKP!-|pf}bvx$|{pn|frA_DpcXGYWEi2p386B)?z3iu4eF-@*
z`cM7D(wmdOEtqQTMIXW)Jf^ZkdX0A$C39-j^Fk)!_pAhQOdc(>bS0hf9x8J-ejV?Y
z6aFt&J@H+Q+)PMk{VYUG8U-3&7e_z0JNOjgI&9MvOfuU!i-YRFo4#EJ6U8P2#Pn${
zg0xETWo1?8Re28IAbDmi9Ifn1N_^z)`$?G$Nessoax1rgog>7nc7IUPJ8L|0P0rnP
zK5}<DeD5daT*k^y@mVaTqn_DOQRQEpm;ZsZYg#yVwKki>Z;ub&q-}jngzp*_UVJof
z{=agGF5SN0A_~I8L;bUJbc;A^gw{v$>H1^`*Q00L2<M0OdY#<ciD4FBowoe*3NDiu
z<E2^es{=MVp6T&N3JJ}uon<;OE*9jM*e=QFXp0WXfA*Yb9YKBS9ZGLc@YKAb1rbkS
zSR;=r(Z6*Shd6r^O(b@weL+c>X$TPdbELDornRPcWsB+zwKJr=_{aINIS@I@*@oA#
zP9smyQP}Oq;F3Xa4|Dy7#EGSY>wTSu8S?#?C@-9!zfzM=yR(0{cKB9u=wjw1I8*<2
z`myxFfbzN3>MPpgg%1f+bjvx7|EUHq^9p}#N_MEvd_;fsYWvw?E6}Ha_Bdi`Le&>L
znuQUUR-m4T27EXhDJm9rB>iqOcwhpOEzqR^$qch`s{1@OP9ekXf!>9!Z=XqGhT=vD
z%RGWMbDDYfPgiBILXo4M$Je_IvJ^J-bE1Icte4>BFUZeoRjZG)2mHWN-pN3&OxD1f
zr3CBu6;Xn3Dgl4uFQ|N51y+ncmHi++&UeFjiMBR_u~<R=jPO@({PcKk7hji^Y_iz!
zM$k}XbAM}e@ekT${guHE$&i78&RWmA#}d-eTk^WU3g4tc&2|&g;<sV3GdyB^jT)D>
z3BXR{rQY|w>#dw(%}OSlv3(EC77TOBA4tjhttVM~F6Soq6Zx(lBl0d51mX-+dE$Jn
z(aKBe%y*@fVQar~XhqznU)ALOWiOR=768yT+L__x({pED3Z5;i01SncGxDN3V(={^
z+Ifc1To29RRqoMC_Ml<}WIa(th}WIf6D2gK_f|LNf0tznBPdSGWT;z5f&b{b#5+#G
z&p&+F8Y1Ca!r8l4Wxk^;XK&PhVmHW&QaXab>jLCA?l1poyS*D)XmZ1!JEfzh2T?08
zUl7enSIR$?U${84i&T!s;p5-37_xW2xQz1*2(xO-x2H<iWmB6pg*s$L-<@59tyChk
zj%H;>(aEH2lU3zz0#4+S#<K(7eZg8Rz@#D3wci#wC6ih;@!5zSW*LAdRY5li%FOos
zf)YPRr#7#eBDLkg@*u`1*Xy%~uKtTNI{j&~PT@<`tzN|(G8iG#tEc}sTER$ZSKqk*
zpBg)Xz8+0I@ON)al#q;B_}fQwK1}aw#@-LU;|Qg`9W#<aZTB@Z{v(DQ+`zVKjj9@*
z;;H=5Z1{8UW=(>%vx3`nv+|EEA!KLhOdGfDo|Nf&Jx<RJZ^{hxrkh{Ob7dqwHdOcL
zF29?qHs&3enbMEh#aeBJ)sMk5>bt9dUjw`(ZUqI%k?juV_6lXK{EqM?zt<tvDY=1b
zzy@@Mk!f~Ec02TRkBnzu)^y(zaqw{$w+JDKInc?I#0T}7R=;==S*;=)%N!b`BsjL)
z=QWY^Zg#_54#Y1vZ6T4=?-f=2ukJ!Wj`9b8iIkd5UcKCKZd_3r!|nE!Hrc#fA)6*$
zgrrDYGQ#E|aFxvXv1gLoEVTU>ugEPNWu?4zb7QjV@<3~c!;1Reg{A~j2^1Mi;2o5S
zs6=)dc;X$d+;1uyIt);~77~)P0!d?bH#{Qr81g^Ptaqh#_&!US1B<nVsEf!0S7_J@
zZ1x|i(|tGUr%#|m@sSO*JQ!jSU>5^c7UL|3)Ygs18AI*>N=uIWgWXR(l_xzNct9oi
zQebCNPP5=JFbh0^9Pb@Fg*@t$R{C}P>Ure&DmA}<78Aapm~d65?Xt`NQFJAaO!t3$
zBI^*PN0GCTa)xMg>u@BL$5G}gBr*4W%~2`MT%nk$Bv(T@hGC@4EyS{6j%k>iVKaMv
z-``)rzT5ZndB0z0u}NduztOR|Sn^gBg%tknjVh~1oLoy9&?kJ4IWcPu$P0CjKU%xl
z{7i{we?elJCfJ*RlnDNv7{RBu&{Fl&;-K`K6K^`dlwRooKTyC7l1hd+xofHaxDK0{
zoyxy9Ha1Lx`+s|SFp9xUHH|)U9k|Tg%mfg`Xcaa89-p;D^3Tk8nM-(c)*QLHl)kvO
zAWEAn9Q8>%^CW6dsXPK<(d+>Fn#p&fyEELwUHURnbT#1cjR>gHpx`jhT*0#>b78xt
z#=>;eN8+)%*8T$Fe%)wf>lgqIrV%NFpsDZIV&9x>oBlkwTGrJ?M<S>)yJ82Ae;Y`0
z)He9->DRdf3O=t?0H6fkXwx97Yt+V7K6LG#PQ+z>cL=WaRm<{DTv;8#($OTN?<-*f
zv9opXsH$}`Zf^6KzhJ*aavw5vrA~XMX6rQ4z0x896C?!XC)m_g{aI_%*)hq-#=fb6
zpPZnq^P9JkgN!-^5N*luhFAyHH?d3gmZ7h4uoksqbf&`^PLp7|^ZDY=&RG|mq?Nx-
zuraRJ{BiHpGsCiqw!F{zI202d^@V`ow&@`LV7BaR+MdF|N9=zf;fhpU8^s{JoE^EX
z68Z?DAU9Vz8z~|^z894_Tq{1dh@;024{Z&89&R10XF%SB7Kl~thy4f22G&QZFC2QT
zI_xRjo)3P+HDX&f0WBb~9=Q3HcE!*k0>1;<uujIk3VB`nsB^OOf-Ul-XnIr-mIUS%
z<IB#@81R{R>XPcy!p03LjQ{ixB8&+r$6cIT$|G6J@3NV{S;EfhQwn^U_qAtx+Y~bU
zbgGma2W2q^cSo0_h~H0`3|tqmOpH+dbn<A|Vwdz~Kxfi&B|yC_<B|Ku4c88YO7s5Y
z_G{hCkN0k;LTp{f2$?vJWV6fP?$>6kR@ZR%vQpbOP&cG!h?e8KlM}8HCYuvQ`ZZwp
z#vsicJ$7&sS}=Z#BHLe<YnQT{<+`rTpvR8okUnmE&z5yNsvvGt*LB(TY5JKzR^8?b
z@D?CZrVNIL-qbgNN~`KT9y)h2xi|IB6R{wnyZoXaft$~|2K!M(nG=~E=AD*dnJjM>
ztY^~UYNJ)5Z<8Sd(L+tU8I*rR<6A*dshD(dne^qwtss7&)^nvLu((^)(<#29Rv2{2
zBnr(0eVDM)D9T8G8vB~w1Vgliu^y<|H%;cQ=pbMe_I8}Z-y$Obi3kg$W$K?4nqA2u
z%6?ev61TbEjh~0el^%m3-Ffw|H1eU|l5fvJB$iZFwB}j2N)}e=A4#*X;z;>+2LOiM
z!AQW(+w_?HBg_|h{`PdH**4kqAs%U;WfZn%oY8$aS3Wqc8SKh@oq^ipErmihu~CTJ
zLbz%R^h*o9suo~$LkY8wBOjZbuTjdO_p)BALn!DuJ&9B3zgTm@3EG)s1`NpwUi2<d
ztdTUp)kO1-|D1Fl=jyr+)))3+KMw!`-l|?U=eE)jc(d>1z^s+_DzBmrCYbSyZOgTq
z(EbPcoEi@Xxp}Qlr$-u2>N8Ytu3gL~Oqcju=#NfjMc*IEuTg|c#Pn!1t|El0q_NiX
zgq(IGS%Gjx;Mz&(gtRZBII}e&WNZ4~)A}{P7R=i9#yS~t^NBqhji~({U?`BPQ<82q
z06e08!RW9q0~Y(&OhpZ_VQ1}c!w!n$$S9he<a=P4(~tfSWR)#fsJdJ^<~#o&Ho!z9
zm>d0DORj*8$c5YOj8BHHUR{k_$0e<Prv7bKeKv1f9l$e(X&hJ%Ym<FnS!of!89VRZ
zkkICyqY+2}5(a$39uo(nVHG%lzM<IdZq*m$<TiOBYEl8<=08v|@HbJUIn@}Ym~sh?
z+ku@P?L2QV?<W2!RXD*NxDplGA9`N><xuNma`In&qldNIkAg}htvU|o>?^Ex9sdL6
zwNi(l?(3_zpq-n5#POAqk5JdW8&!Wcd-<L>IQU9ZUI=Qg7GX4|*N<Ws<r?gq;3<0i
ziVb(q7PO(I*Fx!)0pWR)UeP6C*u_zA#)xHA^g{PeAkLM+mEPKdM(Qa=AAj@@%GUku
zxM(?&r*^wdQ8dWmv*xZ(oKFRy&*3!eFA)PJ8llqHSzuYoXuIeKx|@W;Z8omz7Cl;F
zxkx$}c=)`Wrl4IZ@#e3(&tP`9Iem?PC<*NYQK;smH_ZMJ%W{jqCp(^Q3dTL+hgCg>
zC=0p&-m+U!sK5a=5Qsrb^PPJZ&Lkj)NdTy4h~7vXxZgRSVr0k98y}XCs1rJG$_tUp
z$Uuf=EEzo)@&mrPiv~795E&$0OhSUwMwiKY`Uz0Y?ykk^8ZJhjUUvU~($bz|568lL
z%OpVL#jvgR*qomjP%<m^b{Puo55G5QivCzS{oL&z;i%~ZWb7RAM!Y)aHA8SWkP8q^
zf?B5U0Q(=-pG9cLp20-?s&(78Ed7xqru57Ym{(B&`s(d>TYk<GLkJf-6E&=RTH-;c
zpVQ@|*q9`(dsys5bYv)=0?g1iN<4tPzfS@E=f1p)i(kFqn_hm_e~=o_A8Sn9&BOU!
z<rQ#$0(CiV264wFMl6|te+41~4nEfB>B5+fzF&4)bE6rRe)+F~$Hb1QiXDh__k8lZ
zX8v}C*WdOozSHSPsbW&|MC{Z5K<)#dmiN2j>;l@p9yS}4G<Oo#9FfKFPpoH?W0}<A
z7XKz|dpsp(Qac+<;7IQ&(T9poe4vW5s;?`)P)NwWhn`-)P7hrEv1vQj;jLj(e#+uU
z1gqmj?;4lXpEXh@i%xlWTghaYx{CYUU0-MZ0ACXFFA^8)4-kVJtzF$d&V3Ur0<iLF
zp+eD4q4VEb_TDh3^V7U8EDH*l7`^YVKBS{+v>f!6P~X9@r8rXjM<+uk4KUHzBi{H)
zKu@FALt>1C7R%WyA1lDW^bMi0e9f11)gbzN5NOS2SMf`kD;n2wOh!ckg*p#1%Kh{G
zbN9xET2Um@5NEA&ENa`gLYoPo#cDl{JKp1=mtU?IfqR`x&ju*r62UG>^1+Mqm`|Ry
z_uTEsI~x$ODO(Muyax?4?iYweqP;FSG>?uIu7|=nyF<l~hlkHLXT}o#-}I)bYL>v4
z-9`?NTLb$I-<N{Opg^5hA|N6m-{n{q^V9%^hfZfGiI6T9I?b+20=XJE8f?BzqF4A$
zo^u{{swXHN$CWb<;?5QSZF2l+sN75u4}0*;FWg<axm`Lskw+o}6BOK#SG!2B6ucn#
ztS~+P{i>iDIQ|+6JPC#F_g}X`%#N&${0GYLW5YdTl>zn4XKG=0<xby8Rz^`1zs<}0
z&lzoVd?(fM1mON@vrkg%`zCU%Bjl~$pID+?2J-CrG)WfEs|QgPzJzH<MlWm!r#1Cs
zbBD?v*^UZ<EqT6nDd|(}M-q4%yC>7Z8(wAG-F$)Xzb=m>(=pAlnv2;^5@|Dopn6Jp
z_}?|aOtL#=Z%=v$^K{P+;o{?@RoL<|b4SU`wqHCgM95Z}yYYOXhjrYd-9Wc$&Sv6Y
zoEqZUg2;$Kz!)=dRz{mD;k&V)&Hs~Ju2MgD@9bg--Vy~s9(2_dE=p`)yIy?W)9ITG
zFYob&=c0Ovk&?y|@#>Bz#O&2OVdr-~p6Mikj~T2RM!=V%LRmZ-wcHlr1BaU<ev8L*
z*4SIz=BoM6;ctFkzcMinxCUEz<N|S3a=}Eg<Ga{yzZC3qByuBN!W}dpFWu1)1U{eU
zW?$j#WKYOmE9u^>+riXZPF|XC1-A2FpU1mr0!+eyq>sf_D{C=HA)70=8kN7-ywLD8
zKb)pAI`kp}AeT@@&;j)uS+AQGzrn&?Q*aa8**~)2u-<JP6JW;T+y&0WU0?m4NpqXq
z3lG~Jbc4NC^8-=}W>3|xcoA=O%l=Bs<t-@kUfeAWD+!q*d$(kT;XXPHlh?@Rrne4a
z0QlfQ|H(_);~azgq1VF_8>TUDq0lv?TjkU33^Q!TX7!2Mpy>IRdO+!fZ4y%3#Kha@
zF*Xhe>;KYpkRJ|Xcn~W_fi@<t;aF!xnjcZ)u)^`*N<kpcfym_mp_ttZSdDaS<13ph
zS0>yps|>8=(|otu2f?Bue$L?z)Sg``7pOJvBa<Siy<9;mDR;7P$34FMli^*S_GM!k
zOw>->LR^!upZ(!(r|NF^&DA+bcf07ZNV$_iR%Rvro>d&}we_bK7Ahg$zCI&tZY`@~
zX{^y7G|29#4R8XQPm@UcU<gerdhFu|0fJ`aJD$5a0!L(@chf}`qYxDm>`LHajnq?P
z$@cXr`u}%6?x`7Cu8;EuqIBFs7Sq8q7#-x;r;Hq%Pc_exXumGM{Iov(&SP|OA*aW+
zBQCDFa6`*a_^Hj|VTIWLcaNRmS_}fO>&al^XX7QrsjWcdF6U}%&#>m9BDr`oC#Euw
zjOuF7k);6sI6sR`O6~x)WMXoeO<}>1iv;E*fl;)jaZa*G%u~|rUvzv+<AQb)AiAKw
zUhz9tP;PY{?Qy!GaX>w(O<(ua!sXxxt|f~;RX|&veI*Nf@pqWT2%A;BYj_JY<Q~yw
zyF@WE_>_qdvhFoh>6TIKBW6o$bMxanBlV%YV(oM2M-_G@^gSwI{PW)*d%B{n<m|{s
zU<l=$5C^@aozivY%I^2V6ZM(px#2q4WrxhjlvCKTOGnbY^%AXRgoX4DDYfp+dmZPf
zt{3(DNNg3j?5HavZ>TP~4cbBZR84eFnh2^pje6~mN;_1hweC;G?yQkUJ34;@Xb6x%
zH5Kz<ra|kt#pjVq?277q9qy$FCiIrTbzWqm_2l&kD5PC(nk|Vc^f7!{Cm(AtWOT~U
z&i2pI8!yPF##vpGLb}OQ4ZYcuk)f=Z6;{yB=`|8ydnoab+H-I6Pi~d;mowU+d@<(3
zw;gc?Dd-_V`e}4WgF_=LwS*(yIXm@>p2Fu1u5XIG{wn9T-K`+D9N5+G1n(8C?A_#y
z;<)y!%+v-&jy0Qc5Hsxm_-U<MVQvUMz<lbs@S%8+EGPq~ud_e;@sp7CZguPxLsd@5
zO8XhAUB$Mmir&h{DH2)x)eCanfj3}%9@Vya0t>K}Hc)SLcpTvy9ll`P{czcmaH%}o
z=-;f=0%L{Jxhm^H99*r!-wxq?I&86u499=2BnKV$Eo6QJt{eRnVVRSe*v*RpZ7a8?
z1qEktAi)S?iJ=PN((1p2^dpn;N5$Jk^#T)6lWC$|sgbVsBTV?gLDb5{TwARX7itO1
zm5%LW6`e13@_SUZIVYDWooL|icSKS!R&gR@wa+*!u)A}B9<B`b6P-humZz)Q*ud+e
zC)o@yRvmVjI%EFR^k%DTCI`!?DkwPm4{&OzhguS=WJ|%&=?p22FmzTI@vN0xNGS9~
z<Isb|f<{2`fof)>1CA6cg#2!1GOg|6>aFpw!(%3p`GySoL7e!w*teVNsxu9jWa9sM
zXeRS8`Z6z{6oXVDj<MhS%|B6WHRke6Iyc-Y$jY4WN*mj*$I7ysxnH+NTkF|3z>OVB
zfdM9`{C#X${#9`B#c5(Xg(}7;B8R5M{<5BqLfY-vXB|uJ^_x~_0SNNJ`$-)hWMInQ
z)^Dz#cUqesj1%VTZiQu2-Z)YKVsE6C`YMO|GrlKoXRJ-{TXmOYyBwUcnD$0|P;lOP
z{HA|882qHm7?%#=0s>k!nXTKqEn`?j-qSHh!z91dtDk0*a;PN07JQ&`XUC|K*kkTj
zf!gz(YfwVzM{p&aGEZq_;es05<r0s(t(z?b^zbYM50;gz!N>Mljlk@!e~vLQOwdOI
zoTrQHd{xOi^X%+MvcaC-^LAwuo*h}Sl}!xVwqI(RlHWIQjVD_nD4~{~Zf*kwzRBRE
zTa5)Pla%n$;xV>vWS#xBpe)~-VL$*&=vR7^N6m~-3`X<R##{H9K71itbzEUztit-Z
zcAV!_5WYU`UA2)+aJvfT8NdF(a$a%lN>v=1s{4srFvS@OOapvhR8sT<nAVK?{JT#A
z8dDGFU#O>BX=dT%vgIDKv(MLNhns0vyP{A082|=~!n?9_`nGA!XA0YuyaAE<)27{8
zXQ~CRC|rsHc)<;`Mm}ngg*$pZrPZJG@U#sqmsC&0u3JNS%$v@JJh5v#=*gb!;`QbT
z@(Z;J>ZE@hnY8F7gfgO?VGh{VVSGIS0nF~at0P61vL8GU`(rSB&7U`5vVpxGn8k5Q
zmW2AiPYL{#OrovGW?nG{MQzPzVDL3mT1<E4E^Cz_&Y0rtI_zM!$qZ9gsO#_+ORV?U
zYFfZ%>#CJD=Tkx^WV-Aj{yn*k*$?vxxZY`S|Lydp`9tXrQq%n41!K|fahD<7prp%x
zpf{N;96j9dYCAwi0pXeWubBE}?EsNP(*|v8!%Kr=(<1lM-U>#Y<Z132ewem8ksjy1
zD_S=AZ<`oh`g>H&r_16O--J3FZoeTFG&+(ZJICr~Kj8?4Og7N3mA?~&H?q!u!ee~b
zdaA2y`#27b<kt&)%{b#>l(KNY%#3}7ehj);S6}KE_<Q~7$JOmkieJtOXQF3p*CS`x
z=@syECNaMuW_ttU<J<y{9_#sMWvNJP?)^T2DjA&cv5_LxIZ<-h_E3;G$X&8E&a{t5
z`mO~&8edo9@+!<>B!~Qz+LWvJ=nS_W$kJm}-Rg}SNFGOKK5NexnlF4q7yHwZJ(nb9
zh;I&D^jU6Ou>=(EJdMGaV<>2sTvA47_#weFuO5_m#!3>-WHVbAUHYNX*UB^hs#Fqk
zne;{RcXPY>9^L5&e<6IC4!Ylt=o>@0rx*@oZSlayl+EL(I(eW2ku%A%37e-eq*&N%
zAdG)|YBwg6QDF`1ypuwiXK@|LfMjCe{xuB_*BuCKlScIQri-Ts9BHS=2Z1eo1eXtH
z<DV%u@_7Kd1N1x$DP<aGDL4IP8~8vfE|^!huaSqWR#n6f3h}@wZ`k=CNKwlCk91P{
zvHGC_V^JlPRfIkwnWW`?SEJyEw(aU>S2v&JAEN9tPe5qE+i6_<xTt5WiS=|2Si1XF
zJtw27C%#-0!7&LeLkzc;EMkKsK3!3cP=M%zrlU66bfZ1&2GxSExVIGYREM91PDGu~
z$|h?F25J6&MBDXdRMEaLm+SC#*}uP3&SHVUK!0wm$QGwsB#1#0?V`~RMKdWQGFuaN
zn^g*Z7Q(ccY3Y2W#A`t?!z=W({9nH+3maO_mfLSF<Ci}bR2C5O>1?23bATN>un7y~
z^Lv;W5ETTr(YFTU8lV+lJ|qe+%MO^j32M_5vU(EDBwtGW?i`-4$Hz%VVMX$8FKT1T
z%Cvg8Bp~4jNZdfKzLi1F1t`Tw3BKKLL8vn;)&!SdO#HO&YrShD9&fx2e!iBpp#G*{
z*k^wC+TM68jymOi(+LaIs#k5=H{L93=ZiwZ6(l^6VZ=a6X@!cP`1$*}^d}%G69_M1
za<Jai&mvd(-*7SzJu}L^*4nydVV`$A1dvC>>K{v#7qA-I?X=QdfXbrcLsn9%fBE^R
z$2_Zc35ePR>vv9rW29IjK~CSiw-4lUt1MdaE}SoKs{DaS>;FI+RarUGsw?=gL}>Rm
zF$Mrq4U4U+bI1^QTm3(RXkjx+@RY$HIUCXpE3Te7#<egDePj;!Px`PlWUid<<%!}b
zo`(3?rfG~}v1RQFU4MgUohvuD-p-Vm`)r9Y<eIbL3)r=%U$Sd|?Hv=-?i7y;0D&XH
zP+emn5{mNKRO_*b(z(n&&|KImRUIOOK?Vh)66$e~{^IT@SVPl6A4JNILn}AA<+9TM
zPyKcC94*>mfb3ra34VC%4gs7^L{Y;K+fwAPK%h*_cDFs~JkhQF`v!*5lW0DCH*N<P
zj#%gBX1S#8V_Tyafl3b_E@<Jwt1Z3G^S7(BpoSqaKXw3ZLRva1>@T)b#F+OIKA>Fa
zcn;CMOHseeNYJ|1esn6$lr-;I)$csDV`&(k-Sclfa2>W=vlro2)%h{SadOTdIuui>
ziW`YSU{RysbSuN=aK{&;IQS&ay;QNea=J%QpZ{8{v8--@k6GuY<*xPSK6dTa?ryE$
zi7%`vp!Sfl)>822Pm#ex*XDcm-_+#e4KsA#rdzvkRw-dq)P6gt+YxCf>nrLgU)Gl3
z(E$@<X1|mBM?x;b+5l&{R5=oUuQ68x01m?dXn}sBrOCYdq4WLA5aYT8$Y9Kg;$&Z>
z0HD7xe!LZ2{Tw<leI3IiD-$Mx5vtPn`FNG=O;E*nlc&7(buJb*FJq)efVq>owQTcZ
zFhGEE^O@3mk^E+q6q?i91>WeEl>eMw-G^0`cp=_A!rhsTB(66w62X2&t`9%HCR6A4
zHcN?rF`uG64`K-RcvhrG`$JjH9P(+|zX2c+EonrbM=vn~LKh)>vjwP)ck>?v9I8C-
zCZdn09l9cDMn8<wbx(d%JaB*zKcK4kPUhP~xL?H|ARN`U!U@!Jf|g)*z4nx5JoTbk
z8<`d$<m7=w)ci?|HNCMH92=<^8J5Yj8}>|ra7QqB6Qi5v2M*C_s`tsV-aA`gsD*IA
z9;_<9D-dNs<+t{MKAxSCUo$G(VHqjqn?=Y_`@0%#UZBn94Gv${Xluc`^m50nwaCPI
z+(=1NOwulIdho85#wQwpa=A}D#!J~RR!!B3hkv8M9<<=<4?>!1whVEXY_rQO3V_8A
z8fOmJvA1voW3AGfW)<;4ecB%j-=qh<pM!J+rrpwFn@_v`QH{Po<{Y#+{9V3BWU^%)
zvR}~-%8b+>2ps#0{zkrLQ(1}kDQ>Q;f`>a&>_SpyUDdy26+h1>M4RHa9xQH+GaJ{n
zGp3JI<|p}Fn;&LP;slS9c{+vUBif}((f}gn1h=2dvyO>jK<i9w&eC}<K=cmrtD}S-
z)&?BuhFECyUaq`vVl(owZl%OIYTIhDB}^5fH&ycUh;d{$;ozc5$ZEZFEoXRr4Nzx%
zVF-&B;hvz3tkYvE;*H78(;kA5nMhGBHt7k_4g336iT9ZtF|O!C@tQ=liK47*#!{>?
zzXHbiwiQNd^}wSQrjierFDE_D_}IO%WkH^uC3Nur2NJuA_wk#o-Q#UXR1;p-g{6KP
zk%CZ!5yh8M0}rNx01>=IK(xaY$wfB9A=m}NlRW8m9LWU5G`~=gHj0#((c2PU{a|%G
zE|v8pe~V;+m#@qn^02M1cvYrmD$2b#Qp6-#EN<<-AUte2Zr;~4Rrch$)$aYfHNgp6
z9&?6(6<$BcGFqOV;=8@fBipSAx}j=(59bpU<)x1@>ooW)7}Qr|zM`w2o#|L1KZMs^
zrYw%)y(MxLQ5!)_bRolU^4hP#b>KLVPUfCwJshIkdy6!~S(!s0aul!pkwKZ$4^~D`
zM`YQxK0Xr|n<rzgqQG~^>IjeVTv8G$N$%9M`Ro`^AE<qH?Y?DbeNO#~JY1JiHe}74
zJH(YbbJlgzdLuj*Fp2uW%e=|Qo{wzf#kKCGSH}x#l;i*&W4-;dwLu~2=apKLpSi2k
zMUt~xqPIGaoR5SYjPq?8t>n#yELu#xS!=;jirK|1%4cFJ=0aXvPhQ$YD=oL6MQ^M{
zyKF;B36Wiypw6LP5|hm|{ujND4zLDirR8f3UauYg6{!=F*>L^nV?#AwB*yfTv1Glw
zo`;vn^OE(S<B{^QzS;HTrE4ww&T#Ii%6ti+y?3RN0&}A3iz}^!$x}Cys_#hm7$di#
zywIcDx~8HR^2;MStcO4rz0Xv{KwpCVj|0)b>Bh%|?gXg+k!<<&DX&Db62I*q?k``p
zS-*n)nyqy<3h-A;=UT$Uys>piK^Mkd4Gr{{F#KDE;|V#mle%GK{VTw>WwS@{di+^j
z5?UPC7=DT)gE298Pi;}h2nD|w8u_tQ2V;dV<C;COW8`ssX36t~5efi>Y}RvAa6<zY
zp9?OS;^n#nznb=yAUy=mbVhXk6<r#g*1`Rl40p~z3>yIUPD)Hxx1?w~;$;?!sNWgF
zF1U%kh!3ZZj5t^3M|t~ty)LOpL4@ZP(ifsVNv|G_xK9RaWxsTT37EMjHDGj3UI&!_
zS1e;@N!A7)!Af8GUIYd8Z=o~aYn$+!Xh7zmBDhg+=SB-aMwvx|xpXgvdQ8_^+4nNC
z|7}WRmSnE6K4+|6qn@i}2!9`z4c9zr_tE)PR-2eoriP$~&Pg4QYe_AQ_R1a4<+6Rz
z@g2~v#X9xhY51h?zp5K-8{s3ajTJ2_K3Ymw>&=V%KL>U`3L&upQikN3g)5=P1dYl6
z9Uu??hAVCPr2{1%!5wNxNxwXp#4NKZ7yb!Oa(!^S7%_N2$mT}aTv%q2`DBCA_*z&_
zfrHm*ly>FlN3Dvr73rCS*nLA->+0HU7`{}@9&R;zp(m`k`JsjOeK<r6pw9&|&6!$s
z2Vp-Oe7rJDf|j)<u&$HZ6`YjW2$l~f$e)NE_0P%s`G8f)UM|S<)@v+>%^^rr|EB=T
zzQ$Jcm*T~$@&b-}PM!~rH|7h7JzHW3Wjq&o=U20oD|H7ns9Z^rO?@Tsg@)UZ>fxXo
z20az*^kYY>7@<n62UF}V1a0i^y!k2@sFPrh*jCmmE9Yd;%td~-`BrsnxAkX}t@*T#
z0Tb}yNT6WY<!PR3o(HV|(H|!@DoRT@$nM+m%k2Yy^`lOAPbUvv_C8#)fGy!3mSTLa
z_x`yr%5}{J3`knB?{?xV(4OytM_T!<<wEF56!6}wa!nVQi`h40jsCM#KCf@+&5pm*
zYJr$(spPus<yu5eE{kH(+FZX|Z#|9$A`{{4GxE)wTzGuypJV;Vt!yB5d=pI<h43BB
z3f=(g{-YP2e;o7A6~oKz5+ZY%(OFBDr?6^YhsPM$+RcS8O(C~?MwVv|VwyN3OjZtg
zom~BI<{uf=Bg)|t=+JJZK^r02&q^XivBl4x8;ed@D|K}*#5PO^JcUwTytaUCIE++%
zt{jA=jkm1%FRJYsB6?l-&4{&W>WQ2Wg_jAuqM}{hqH?qlkUNN^)6;qVB{5Py;6Cz@
zSb#B@HzA42J-p?;qPhmx<06VyhC+V1bngO9dMmrF`S7}3kP<5;g=ezi(3SUdpupXP
z!QFx2l)ut<v*XEqT(>DuyIfG<NaZzwZC&F<w4pbI5XmTk`Fv!OZjE%0FGVXc4t)Ig
z5O(ukgdLVn?Wb0A=<=U7-?Z5U>&g-IY$KHE<sg>Px)Iwmu4^)E?PA0WA<9&V_6u4*
zsRfGaHeDRJ8;Y1*#Q$r`Ge!=|KFIb2^Gti14Va7Z&0&Jm?wp%-wF$U)_wXAK=*E@+
zUB6L5?-~?bINQYvO>r2WikhOXJNV$>9pi));O*h)1Ha9))e-KqKRa_?!M}`uu6P(<
zzI-H4rti>-uU8pgmD3zrf`r7*$b5TloRHXfuhU^IRI<8%MCPQiTv?Dd(>u<>VV+`}
zN%8dPKYP^`h(jkZs4IqidmW|?4-ei*x$5Xo8M~wGUiz!Nc8k{yCLv2jW(fSg%&)U5
z7l&Z*BI=LTGg^AdHislUtt1lv$rvegIkx?tx#mx>bjCk`?=phNI_$D?m0ZUP!<j|D
zb_!p%Uin=M)Jir;k#4}0aO#MXB(<Ifl}ma7hMMX6haYiA4bLdYiNgBf#dUzxAyw^c
z7s}%0&Dl<V$V`B(un~kY0Ad+c>M3WNU;1u1Ut!VhH(Ss&HC96~xp3}sFv5OIZ+P*;
z=vt-e3;MN%>ikz9UYYwm68Bb)m$*#6!oywE4NTblVR))4WWR!us=eeRw8F!Eb3PXT
zyU{P!{LxWfl+Z3pzdVF|d$?s~kK*bO!nImjvfr4O@~SK(^|N+af7tTPH@h#+w!4Fa
z`Q5bR+Y=T^Kn`hAZM4H+p282Gx3n`jVdbwY<Z~v(9H1MMv}a7;FG>t77^PM2M6-ci
zDlRXyWq8lg36<~o|JZl6Jp<DgQ!I3|Exq<VDq`uqQ0e)G0b`n=rjsd0o)mu5Tm##2
zIw5KI`pR;&TOd(vdM;(~o%tGKQK2dy_c`^!iJ@2^790lHqPy1INBNNNA)8$@FZl$8
zzKZf~^P;zQQv(p|87AYp;}9CkB0y+vA}E+UwBIY7nLP=t1n?cM&kEuP!AptCrg8{s
zHwZrIx7FX>rWuTOc%X_Zys{D+f)|rgwn)GAI$246gFXM`Kvl<yRs92|5~tI{<}9YH
zbEDU`T(O+OTcMw#uK_ZELe>FWvM-m{_vw_=E97A@H*g<BKl*gS%90VV{na=3^kjA`
zR?ENEsEHlP8RT2nMJ40-(NBXNDN%^$WXia_)Gl0UX}LgL-<65j(~W7-U95W@@q+QX
zL*lJdMQC@op}OyM0kKN=)v_jibE-L|)AExrZ2o&{8*Q3~<n+e}c8)AwFW>fwHQXW5
z@k_WclI^jyTmSEQ0Qc6@V_Ic~n3sm&eqx{h*cH7qSz#&6x6K6O-%EVu=yk$X#JZ5R
z@JvD5X}638AtNI9P-ItIWo(fY8A0ozM5z%zh7bM$idiby)Zg2U^P4n86N)Iv8(_8a
zBc@>v!rWO<{{dSfDHcDzaJ?93a@tQbv#m-my#%+h8Eseoy22Gh=4#`^8L_Hs(hhlC
zLS+@(L1%u{&mdHQa^G!*#WQ{A$ef<kIGdhABiWFT3xBZ{_-4RAvn3b+g#<5Mi>ka7
znwh#*waskeu2ziPs*ZJDCID~C;D`?s=Ly(lBq@+bdy|98I+^BOZbzjJCYZWiJC!E-
z_w15$RoB0W9_i|M7$gV=7=JVn@|RNO9o|zI%5@FJu|kGpU*x(1V5zhrEUb67_rsPO
zGCs~jp&-GSkr?MW=#pGIiIH>dBs6c`d=Ao0+i>G$O&^L*oi1#2P)sq$16k+H{ie!E
zn8lq*!Kp$TL7F%=^-2g;atEF5BF7qlv=2^+b>0TT5(FEe5~r=dowP+E?P@mbe@#n-
z%e?1^MNOY00P&loO-G!6&VERgit2M_7+}0YxJE8%BTfoLD)yZf6|kC0My@Ow^S<v4
zZd-JDD8K5Foh01WILR?eXb@mZ_%jYx3v4AO$XZPnq|Lf*NBwJ#D|sC)20-NM?!nYz
zG3V~SnmYcuumDQTHd!JdZmlnnl7*B4zch^)YW(p{WI^L6(J62O$<rBh14wRAEL6r+
z0nkN-zvmE{@kT!j1_vyo+{#$B;+Ut+$-U;PXN(ez_Kjpf{38X#KS`K_;NjMwWT%E(
zto*0xLSRX2Cwe-_FZ%g1Xz<$C4?ee#m&}ZOCczC_SI~|mtEU_L{%gQmSY>!)F~9J1
zgu~C1FPR9TMN;vLm^Kk-6i|Ch@)P=(=)$i=f5|bIMf956awg!)!ASKrjPY9g;%~1f
z->(qlCSY69oIF>bZY^<_;oV4Di6QDJ`={XuS89Rj9J~{~=P;YP;;&3T??sO3Ge1eo
z-j+E*&q4{s8ErMhzyo>xw>kv((cc1iI<1UEyW5tD=wnN%F_yYLTCRgI{g6=~QnWT(
zt|$)i(8T=Ku&WZWx5$-Lu#z<={YP<iK70XJ-_+yR)A@xrUI==kU1k-Gi4Pgn|D3;Z
z&L_@p{66oNlDl$=XxDTG0~L%?w`PdEKVXVI!KJk3G!0WsO|onKZ}oq!Cr!SY3m<l%
za?F|V9m>~D|J460^iS^vhm&g?KOo_XH+{SQ2pEfX$-((z{xFcC(%}H`e6Dg#A?3mF
zya5CI8`i1OAz-wvgbG|lOWb~=TI84#_H+jhSEySfSYfX&Q|!kd1)kbdBB1{rp0f1z
z+2*JrdSl&Za*985zIDV~xP5IO2)ND86wNf1K+kEhGb+3R)|(T^i}2lhtm|C>yQbsc
z1B0x-=cUA}Q&DvTWz(NBv!M!bxK}G`EjFqp$}gL0tEv2Gv_}{LX~o!&jOs^8XW-&Q
za|e&B;JxIev-o(Ek`7iScz<z-7@zHmpM_tmo^$SAlsZTHKpr3Wk3A#EBMYiLD;B0F
zH0y*sg)UBL`(3vLTpoR&a3i!P=WE3)Axy>#{|7O)h215KHJh6(UFqD-Co6wV4rN`O
z_nm*$B}30>=fgB_pn^ts&i?TKgZpW47T3_E1FLK3_ErIEsl?sf*DmYVj7XXofAP%P
zir$_Vt8da8ac*9&9h=&$%g0?GymZU4JP=SE`jqr?Pt>=J>{WYXvlX97sESw*#`h**
z8pJ4rMh=GIvSWJ2>qRz0e?9Ylr8b}Ja`(?wbQoF900IPvw`a<-NS_ZD@NisiT%JPR
zN*r8^fVI}_a3Iu_7H*T6i@Oms--N#v=3Ecsv<c;3G_)JIGKY&p$4ow7OZKXhtJN!;
zro}F2VEDm(DN&~~&|X#9dIGbRqtw4UQ6bh-aaA9KELydG*CR;Vr0t=0me*6rv<I#y
z!l_gY9L6u2Fd#I^pnS-(9v?W_*?g!&RMa;!DnOezD-#6P<EQ6H1+@TR>ewsim7O}0
zU3s)@D8M3+2ANzO)E-%WQnd3}Dy5-IMk+o?LuWsQoY!O5)9|S6@2!O&n;NFj!Q25&
zjQN66o-I{rg&voSc;mZVwK`e59eWIjr;g$(to@_C!YhoreK1*Wt{?{Ff^vp%U_M$>
zrsD9IOp8RkWIhPb+pZW)yq9aEPE=?RkJBC?@9b~mqYv_*G?D2oDwH?`aBg}3!qPp_
z8p1F!Nt6TXEq5oFc(_4S%*W|u7v`>7P1M;L^_oDwT|Re%_Zeu#JU`VH*wj9=1;_Ej
zh1HX#NfW?=yr-{hE|7X5t1TG!v|3ELw=<SUzbR(miix*Znr~8+-t!<>fJ(~^?db`R
znKzk{1DZ*@H;ccyR8)CIKW(vZa_zEUvtaD)@sL!zyfdCZrko<X#GuECcLjsfU*oFp
zk)Y)&{+f_G+Hqb26S{8N5egD3^wKuz8&C6w!a4pWoNEKLU?1EzX^y}-@%r?w3uPzj
z5=&XOTiIPusI1<4q@hN_Z@YZg3sm*%$Z5&u^zcwOLEVJHN(tVsGIK5-*tKU07t0&~
z#4&~d({=BDy3r_~Jt1(}PW;GzvsV>_$so1B&7;pTPspAW1ahyTd~+N2dTs?oWc5d#
z2T}fu!1QsgGPhx+iaCkE6ky?fhP9$^*Dg3QS-es$o6tqfCpV_ZN77h~TcojsWW^Gc
z4=$^a_#OpS*n3qpRY#_>DQpLlyH;-<iOEKEgj$YSG>D%s>Ru2i)CS8cpp2Z{Q9^nG
z$L`0q<DR%_Kpo`#6iSuB-!>yoV2*s=1t>&U(vrh97?3JY7>v%0EW>-hI$IhVO5@G$
zG?L_z4v}gEPCHA<CNt5ZTwCQ&tGs(U(;+Hf+rg!>m=_-!s(`e%{hqp7R-6S;%ARw|
z?^DkG(akipi0hkGflo+&$;Jb)aebt6QECkCox6S452O{p5JX}B#{rK!DU8%RJjTTy
zgw+?}0gJvX!K%J2*l+jl%dzW?cY#g`fn`tv3d(nSaH11@JI5kWHg5idJF?dEsN5z#
zNXJW|QV>>YDtOJYih<ZO9Bl^%VkY%7V;N2TBcFLa;~lTIdi%gKT8iMJ-%^1Mdojz8
zGB<Z{Z5}Y$N_t_?oUIR$NxbGB+WDz6b8{8gt4XxgZOt8@&;#IfJ&dr2L}Fu}AN%Jp
z_Y5EB6OsoXX55Pj9GPlL9$JxWF!XN8yJ_>jOrlg*(Au@>=;E)k9jtzdCTWXF*?=v2
z(ma<ZYXM?Hj|si}Rr4%TQS*>p(Z7wa{zU~rJ3D?Q)TZ4DU0>X}2f&HGKm^W(bY8(S
z)|{*!axPs{_2Xm+z@`x<8I!&}J3(Vq0KhEgd<pC?ZXRkXJ9JUuQ9WSTd}ub8*fx!V
zu*1W4eqA!KFwf+%c_u6MRxc`3odiZ6ioiYCnpDDb4OMo4ays4Pe*gk%jPREL{<B3J
zUiEnFF6KWaERt{@H8X*V0NN{$2|_NksDGHC@Qqwy+D|kL7_6B{2<7t1lu8`X7<C`(
zawm%mdo3O~?gG{8A|il#hH&fmwEKF&CTH;Lu~US;SZpU0+CFj5c4uC9n)I-)h-^Qr
zb(dF3lebMKC_3JF!N8Z^@TtNUhH$B8`G;4*@WVw?g=5sP#hsOkuRkqjl)8Q;iyb@U
zXV<mg_7$AbE3wPBY=CbXSDw$)J0;#=S=8&B(G4b4nu-lJ`eu>!i)%P_9DQB+y64Le
z{TYL+D-^hv9uw<{dmEYY7N{hs=Mk0jSdk2y57K!U4gc2}O|~5|e_14~$~|*&P~V8T
zj9ANBbC#OA))eLsoUmhyQQnIK3%%tC5=We~JxmnZ2~V{Z9)jN@zSRKxW+3NiR<ZHZ
z8_tej#`er-(%n<(do{o2HYD-vU~6(?48TXlHnGAO*tOD@EJs5I`@l6U=mfvJC$Cpe
zZ)&5`rdfl8+sgTWB{#anu=y`<{ph{WdFU(evF7RpQ?TSeN$60Q{KK$JpV*Q57Rg!$
zDQ615ty$B;UfcuVxp&B+Yk5T7a0BZ;_1c<iu6NuqKVc33+Mm0KI%F<($!fI%dAguP
ztRo(}*i28fc(V2nt@QwJn3Jcyg0uUeJv^y$5GQSzcRA8f^;aeF$=w2>NhHs*i7_bD
zaCMrRcjZgZ^}{Od>8s$s=S`yHja<N!o`X?OH=-i_N1P4TV3WAj?eMV`Kom*k9H_vx
zP%*z&x1a*|Gc7>Z0@{KC+j$9hfH+pO#@bTlguy9@|C{yT!B(e4t2j@a=wDfxj{aLK
za68UOEbg!UqcLE~bR8vB$d&07^yh}Mx*t2y++{FD8MRq$3QrR?(as)r53}BqE+;hP
zI0=9n2PXpfqhi`N$4ev~5$ikSK9kWybyJmV{m%bCy{NI$#cOY6?c|=DP52L(eW#(z
zXoq+uqGEc?Xh|P?FAhKW)-E2Yd^_iR4&Q&ElaRs6UsDYaUT2R))xoO>9NlrsWHi?A
zjoper!;TGWS;c+Lmv16w-@PlPeGRmJ8)ae+>D2r!cz^qsdSsB>s?!-c3H~-u!3R-@
zQ&8qaBsk@D;2Ybh2jN48T+-(W($Laew&NOmgv%QjE0BYe4~$<hW4#dw7aP1&*?|I4
zM*NOeB%Wx$ruz3-c?5&|B_p#0BuqE>@J%NXFa@Y8;pRhuaNi1+kLU0Cz%bxq0q(iw
zK2KUCQnO*BK@Cblo>c!G*vSKyu+QnhiBr+5y7ienht0QT_0qw*TWE;}@*>uyFj;Lb
zx|O`;dh>TF@at(NXsSNxRpM`d_?87aJjnY()_bBwb5H>!ESNUFvm!4MDsN@$eoQcU
zH$w1=&Z&ixvyxhV)ODSztd<@7)a6=>Y=Csc#$g<<BD>%43m>{6+=uKlR!}uoF!&I)
zx~vhmh^L9zvl4~1S7rGM8oK8)BfEga_4r<i%pFH>>M)QvOB#37RViU}2vry|T8$X-
z10fJ|;iR85dACRK7w==yjlFcx-25C^@ArS8S`#=|Y|qA3(O7nA7ug~wtF8)yb`MGw
zVS)sej^*0bO;R^%2s8fH76fY{thgb=8i+C-OCC7qOXQxmH19yG_FZ{|m`~gqtk+>e
zz>THb?=<I>Say=KCTZfGN2DC*3dUvSPVa3-UiCk!Figz{s8Ni$h!5adu-s<g+!w1(
zbPhi`<3wQRz&pYWwoZ{U1Kuw1M+FG_?wQ+0cv+b~$qjiR|65S>OgBidV{1@idb?zx
zN(DoR#!Y&TZ#Ga}>)LI!3jub%Du@DGds}|FOHSnVU*2rM?TW0|oH#Y;G?nps{Ri0P
zfk(%wbn}@6JqddCv8dIHpKYl5;d{=|2kh9jh<%cV!z98Ufc$T$Esy{CC#yj~Ac%-W
z>C#2lHrK(ohn|exnn3(sKQ8#TONJ&KjAVAtNdRP*xmKK~7oE*vMsEdC-2j*Y;hOW3
zc%Rs#lNslGNiTe*U6fnYaBj-9;HyQBea}}UCddlJm1<7F1QPAagOD%+f;i<!Xfe#P
z_PGs1IC^s}IQY5pGj~m_LA!L+AI6Bxe;_-NnD0lW++5%C2iLkQH1cNO6=$ReSgLyZ
zwD|Ag4co7hZi$pnYANdL0B`9$JN$8Q8M#gP*`_$?|BMf2Z!HP+y(+fQkEiEKcL?p|
zxB{O<U;-MM9^6g4*Wa^BDr8i->_)c~y$|~T#YHXW*7xN|)SN=mHH4=nBm#dOOtljC
ziJ_gTMbcNmd}TBV^rp^SVHf5Z=K1m$0v3vpEWG7WFqPyGZOCv1#w;~OevO_uhfcr(
zlJy&7%v~6C39uG0(t7gUz@`oAl#woEMcCJl=KKi%%N<?8v3e$Jr}m#ry$W_wfdi>{
z9&CTFiI3HltI!EEC2`OX{&w1_U&3Zkx`LsqB~>ke(wjsC^KlL6gbL{!nQESk2Qj~+
zmPU&nr^DD>yzBZ%Xbh>|`|RPEPPe=DBQK^aub2cjzMab^%7R7f-KJaZsE4<zAEqfD
zl`4+VOKV}NdW@2Xsmb5>ndV_b;|-H$WGZQ!@Tqd-l6fN{G7D|4_;tE;8qJFmJPR~?
zPd{Q@xA47A{JXi%!<&UfnU?w&NkrK(LNNO=T>t1!jk@iqVEM55TPlXw6>coaGNd*5
zrtCz;i+hc>KnbGZrFI&R7|X=EAL;g}$}G{y>EL_Zqqdb!u;_w0U+_eHv;d@bbgn*+
zT}y)J)wF!c8`JP3=5qn$RB885A7Du;l0mbc_Js%cAlV6t>gegrNV(U;ZR6<zYe#;p
zN~_PrcXcxcMP-xc^v{LY+UMeWRu{L&ea0QN0|I}~uh9=;b`JzPj>55Gvf+In>T|?&
zv*W>do{_|VnBsv&@@4jc$QPn*148`?=u7Q04hs84!>H(z-o5alolQR-XLt|G_Q*F5
zp_dDWlWxct9WTgtZx^>R(Me3!51Tid76g}X#3YD&^$i@Icu+s>ks0wY(N0{?JzxOb
zcgy@|$cTT>BwOL1eM+eKk9h)MLJ?abbqzdW0XazZqE|o(xxS}IbRQ(^6QKepTw%eD
zMmLCEwxv=Ha|(@eUJxeHF`9Akpw)*t?!5bN)~NnPvJwJ@$Yj9=SgFVF9OJapCW-^%
zHUzAJanJHTa)%c(*c%A{-T8^L82@Q25!B9$roDdzo)Xa4xIMBGv$jx0b%uRwSqok5
z`9AuTfJIEJ;XhnA>zhc*xU90tyTvaM{3qj;^sj<sQNyr_bP;=@-Fi-c8#vn@vaS2g
z1frWPlj2zCSI<H8Y*L-2wacbVRcg6Suyu=7nD3%la-f%tny`8x(dGx*?Fun}k^0$I
z1&3rIt!Bf|0`gG{q#%oL4kC79{AJ08YYl-0XzYux?v7S|bL#C!xQ={dsdnoKoAeN_
zbl;MDp&-Vp!AnT9e13)6AYP8vBhPdiw?jN7p?9P|i()3+3!8rH_ACPFoCgHmtx$Z^
z5RBbgxNflB8X}k6`$(Jrc*BYuPrEygBrS`kZQ&UX&;0K5O;lxfuE%Y(OC^K&{3iGp
zZ254i;o&408_-O5(?&KeTOP|{2~2;+{D`}O*`Kd`HE^5aLfvn`flPd_U{G;>zV&HC
z1~4|O(~sF@B>=VCCk<X+(I@U+F|pd+a*ZX?CUf)B>^rl#t@MKs)`MRe4<gfPbcMd|
zo}>X|Nt5|5P+@lW;GxRcH^g%vU)X_46fzHG6D2!Ab4Xgiksm)leQ74#VqNpUMC{GJ
zv;|`iQMS2tm(0cf&2>A5yJ*thrT9mVz5#BHf@}G9{xqTH2hANXXj~+cg4Or}FGw|4
zz78#6;uxL)f->cS4F#SsFBj~i)^gX!|8088TZQrf?G;g3|GR<NOV_I<O;o#2JrcCY
z3_4E#D{*B&2(0|<q;aqG!<(Kpjx7d=V;uiYde~l)1;PbETU#W-er?{aCLc=xVrW5E
zrf1^dMSKT5ZE~X>(tRL-J`)GNRS3id(SkAtT9)I5-f$|_{2bz_u_MfI6k%$3=jBz*
zf1pv|Upnl+6}B7fC|vp>_lfI_tiA?_7L_YHaP&^NBVi}Z9|%T_c{^jQ4DMavJv)tL
z%4Rz~4;js=SRZ}TJlbeiH_C`^H^Vs`gs-suhdZM$+t@Z`by`S06MB<w{ds0kRI)QT
z@>@?@bNRIa(RpJhp?qG^>GLuY0{l*Ccq`Z>m5pFKXqYnznqyX$LI3wac$QekU<>4&
zu6Qa0rL~Gq`_j`jpM(AbG1;TIdh#cY%78c*$bLz+C@plr;6ISlaMln5F1=9ok>Zyh
zY^($+(*<58>Neilwany6x4niEME6y%fTpnK;J@i$Nn<fa9)3P<TX^QUm#`)XMmH{)
z2&GH}gwq5Ai;FHlz^dW0GFw|y8R34;6Sf|fwcKW4{m0IKYkjv#DQLVj3<vhaFusD8
zAf5-%RSk_JB7PP@)tv76f_L**Y|)qb+|!Iq#qPMv{B;kjWJbmAxF&10oYk~nX!QTT
zu|kPm{CAwi`HDNHjbD{J9K0og-kP+UHeS%|k`2U){*FYM1I4B9WM%gryaelcWbV<$
zy7UrYCfZI^5^Sx+QtczW$9l3*%}a-i|9=7a_*GRZo-T6dROj%?L$(=|>Lr8Sdnm13
z>xj)~X}Nkk_NyjA=50`>5LzM&)|sYc>4(Mb`tLqr;TOI%7P(75VIyE_dqTZ&Ic1Wq
zW1woD>!mb-po)xLD+8Aj)UznT%#oWpciiC0eUaUUKO)-bdPo5z@}y=8<As#DY97}T
z=D%Lms_m1lnP=xfXCI9DbNWhG!al0o9yW&baNY}WibSV3Fc9`hed`Xx6HFDGC&N?2
zrpj$G9RXsGuE3C6)!_sBd)tfib@QR3_^RxB#^*6SdB<{FZ`tHwauLG&Dv&)6yg%#g
z_4Nf>*U~gAg{W`g;U`9mnW%&?Mv_wY9j4coZ_HYYnu-v|<@OExVpym@cGW_1NcHI?
zBr0}5w<Nbi@IMg3{^Zkx=t!4+iiNkBBl&9Ny@B(t2V>~+$WE22)-e{9kg@qWZRT>7
z>h)WPz#Wq1{NPK`>kcx^9cXvem}@fiE8-dFl)v~AIgKKpYNoy8di}_h)$-}hZI{@t
zPU}-|MxrbS5iiurSGULZr$`R1U10-0J_0(4YtWzJ(WdX#=1Jcy<6`!XPfKB|oNq}4
z=;{iTf4Vc@k`|<4(6aTraO~jX;LUYg75@*5_D#NqnmH*N%aPqIO5zdq4a~EIq?F`>
zhl}``YEoPfc_;1W+Nk*&6;^MmKpZunRlk=qG6O)?XW=2vI`EGMMtffSJWm~j;0Be|
z-gl=@;^b;6#tOPT1Ce3^Q}6d<5!yvsOL*14%GMfLTj`K(Q3@ua&CkSW@Sm-|knLpU
zvzde$)yHhg!2T1GhlYSW)-hBOwm;^|Qd1psP5j!;F*rc$fv0V2Lu)Ku=C9Ar(vHly
znRNiu9U2raf!lvjS%3UmL%M8kOqa37p@xa;?z}u^Ui&4jfhg?UBTWJ4kWt4~3;6cf
zq)2THX$kA)vk)!no3GYUyEyZxnfw<KjgL0y#|mrZ+Sk{-f@AsaK2JM(xYkp|HqjU&
z%X?TSI5RNIZaLfI{@WMMG)<9qy|>+l(N(hR?Rqc3z1e2Bs9{y~y5ZGHl3i7mhH2xu
zP?e(pyCy7k!YKJQN9!)rGd}U%s%6u7UdW<Rw^2uA0@Qa?ttE=Xz6q)Cq!yb?f^?0y
zbzf+X#0eVsZV^SSwC5d_)UvZUMX^`+@+@yr!(W7t{s#iy)(%!lT&|~DO;6?520wFT
znM-U_P~4W9F}n0S?OdikTG{*1mu}31w4MO|qtelbL5qXB<_dCj33qcPB@VU^>wh4x
zukApZ@U1HUf4(-Ww&k|Xjh5ROy9AbIZ~f_cF+Pdu0zloOA8^8ceShkb1?An;MVr<;
zyuISr(}R(;lcuszc_F#ktWFbk|6861p%ja!t1AlSsju0U71oOgYc@HR`AO+2^2-3F
zf&3%scLoX7(Haz~RiQy%-1veV`u-`|<(P+Oa!-)eOoN+O!;;{V{5#v%fdmAsf>Z0=
zf?dTcX<wT5{!|O>^Cu9x%fSJQes+ClX0?L;gbe_Vz+h0&QF?>^URcHK8Qgid`pC3n
zo?+y((w9ZseFOfqiS@(_243&%*^P#8jy$Fo*L};bn-l@6lL*D!C?FspPx*D|tB5z|
zsDD9GNZz(i9!Xt^u(^J%*DLN$$XAXL?`7haj&w~QW{_l8gJL7FvNl-Y<JFVHD5G26
z@N=kFTMB|#V1Qz_<Np6RI?r%6`@fAxsn9Aqaf{KSTB=rQY}(r{S}kf*RIMQPj8PpL
zv1!e=R%^wMJ*u^9lM;j)K}4(|68S&Z{k-!g$B{^`-#EYL`8kOcG-PA;N=U|E)z!d~
z7n;1HOe0`)L#V6ZQ=zwOae3a?r9MQGwhPt6@j=vsKJf|FJmrm3J4JZ<IA$4^7wB~W
zV7TsZ-j}Gg+wwx}ACL<6*F8P*pwkK|*)Kf|10BBDuS7QTv8?!x*nxVuv_>8|VA3u6
zvbIgFFUUCMgwKU8LZV|LpN_Y&JzF(U?I3&&iuC?FwGMbU<e&tj$&P#I{fQm&1mmBB
ztlxPu|850FCzNZ6#x2!wDid-}mvi3SXgEk@C)(YZyj~Ua`$gJ!iJEHdy}q6xCqYY&
z0_X}7ZsdRZvWOIh=&U6!{Px(dpQqYg%RK}z7afD>`9HuIS!TxVT-l`##Zf4X)kL#A
zvZe8mjPGv0wqsnqMzj;FZ_WFiV*P<Np`p>SV>Pn!k5(5Ar%BX*;XbgtMkb8mDMkTD
z<_&A?jvLzdPea1V=;R+j$oEHqXHycli7-i&BQ@WqdSmkP`UO9A$z8<~rwUwf@zA4t
zGhN9frg`Rrh`cADxZd*#K$K-MYsSFO3ShH*FiFp^Y`gqwxX|raizM(X9~>tbaGdLW
z=OooA`*QekO0K@fy927v1^+{3Y<EJ~k3IKL#Wt3pq#nMy2rb6Yy8hCYBrSo!BsTT7
zGIq1omf8sqywMT4GIu+#;#)1km0n?eVovKAZ0hf;330fU0P>97I@{G{rvz*Pj?rDc
z5MWN%emz0m`gN>6YEoyIDeglp9e-;uHn~Lv6tpbh(IES6CDmlYXuIf`Twky6HiW%W
z`a=zYK1L9owCd1vpG5KXT~Ci{g@sdQC|v>;mCy}4iwe5IH0*BSv%FW?uM$_2GN5OJ
zm~;G+qbYVDuOckcoV=7n4$|v3%Jy4q?dS`$`IJ4NWUb=Mx}DhMop6mHFSh_+Z#O?-
zvD}YdZoE<azEF_N@b>4ky`eh^PS#V>t^MBT=VH1(41bwvd{G#R<ZL_f{}tGiy$0_9
zS`<$J-1p3@2@8`vv!^p&06>5^dC<Wf9z1bR;0*cS@%aEgaWO*k%*xF<C)h)t0Fa=%
zwkn`4VBhq8zxTe;;V|IfY*>^sy^T7nasGKIJaV%Q$f@OLWMHgkh=IuVY6Zb(2aFDD
zhRXAf0Q4QK#K6Eg^>Z1_EDp<{D7M>3q)!{G{?}fu6n!R#(I~$<j&NK}gz{d5oHB=O
z1@&19HX_nUQsXZAH~P~E5zr=fPI&4%F51lEdOoZN5>}uhqeoQv3E|Wp{U5XIsSj_c
z!gadf|GFPX%BVlqQ>(=yxg%JO_N6x}(72I*(e?G#9s?NQ{TMO?E==v7o%)fnptC08
zX7|fPeUa05n6)d<$jQcQf^5`U`TbVX84(vC-Jr@e8L)D-cW}JQ3j?cM2yAP&0-6MV
zwJ7-4V-Um+0%608UBSq7&CKn5AyQxbLZgr7V(4Bsvyy<WpQfGl+&%3v%V6FYKC&^K
zA)?Mg;r=5m=k&{fjw$}VG3)7(G64(%ONq?iS-x!kDM{q2e`lXK2+7GVpmnbGq!@m|
zpK-Njlp>Wp$T=7%@l#%&E3gx~sYMY>^nBS?62{2&F563SXC&ClH9>%7&>pbWRv>SY
z^A^t-xV*p12jcL{=z|<Mj(9b0er=E0>FBgo`PpFjZO-nYt3!)rvD2!~6ARvMr!N4!
zM@9v!@>Ay;e12vo^jE+^J#Aja)0;!h;6G8Q`+uNEJM1@_Wkgdne_4jFCdVZ73I)gJ
zAW4GsAO{cPZx6F$%bg50b?nn=e_r$-uA9(Y^j-ZfmP^$xT9VOCQzlL}_SP{r)pi!N
z`VK?&>=w6xf&8G!<|cr8erl4{D!b#|BY5}8Y4+FOhY`c7gGf=Qs-A7G!QrK@<r0HK
z=}VE5c9(a|J}g9hqHCtA#+(ld{({tN8rcq?v9<6a?xBnq>J?-I?o2vNpI8Ho<9cHK
z(b4mbrEk9$o_35(oNSx!Aht#aOLcv}yKjW8bbOL3&dPI=SV^*iv$z}UKAk(#%Fj}l
zWK6V69e-Xs|DkC7-sAG*SBIP%uu>fv9r!7DfdXQRwz&E(Yc(wcLs!Z@n70kDZ&(Vy
z_s=TeGo=uwp3_8n@DO!DI)9d7i_#t7`pJzWb8pQ0<6og5W%BH6su82hZ0)%|Z1m~&
z>6<|;QD!0M>rh{e&nz-c(hF2MnbvPRHkJHVq+m}dux*l*RSQ=+RE$@&0?_HGL7PEB
z+^rD-%N^YA%0&dZdE<Sy9^0pW@^arjmm(cUB0kfbeubp}9NE8@ZTU>#cRzD%{@-4a
z2Km^W*k1uwPi#Jzj9{PDH)C52W($WcBsVEQMd;n!z$t#7(AYA?HK~~A+fLXN6SZTF
z$?5B#3X&5C%8N4jefK%4Idqt4<@2?TuAqHPoy{D6=NgJwgf|NV+C~E^Rr6PYgh&=J
zB3B<4crbIg<cx&$=zFf}aD89#A29_9Fb$14Wh`v675s!XzPB@>c%|sDZE=Py28d)8
z-QEDV&#TmXw|O>8T5f;W1|}ioqtlVrQSY1eT5diyaypM*7;}PN6y_PTnl%#&AW@+6
zSH^5a;fDMo+={XLGCe;uJz-K&;71wI5eXf^Y164d`yl$2S?~7vVUk6yEeY_tn9wUd
zbtCH2#~Ng2@53Z`DwUuNF%f|f((lI>Hc>g1GFKna2SR2wp)jT{t31~-MjfNz$h#tL
zYZ{NG3%1)f^H?3<35#ELk74F!7fEUJ1rlM)m6EsmF^;fvC=OTjK<oEAGHg%ZocM1%
z%>1_jx9V-&Tw(rQbh4>f9SAy7BaK=LJrs*K`S_ur%Jb2ko<VB&&mPcb2z=!x&}+y$
zr94X1X#OhTQW^8CijX4TlB8{+oN8f#t3++9XZH*Px_Xwu#DmA1fVPOhmf~J{@H5tv
zR<>r@hFM3!cAs!tvazwh9PfO3tS1gr-{EiU2I-DoRb$%Qi(u)2*BD0d43CuP%sIIf
zH5GVRk!WgR0BX=Ke{EI~XO@tx<@xzZ!uM|HWTYP+<cnn%7lFEpUw?MFZ+6Cu4iy3C
zz0(O@%qxeRczpHnIv@??CDvFGUAKRE2N!JtEz)#az@9QsyKNWWdx-~eU9`d#rwP%-
zUR3>WbbnNv60c)7l4%%hdQB!038JPdzsk)wY0<?t8%VY91|6ru)$(0CC=7cIF{cvR
z<Lsj*i}`(49e%wLPl!{==tW|$3PD4-DOET&Zo!z{W-+zjE{p(=&B@&#xm89CI4ZL@
z={BQJdq0TCcLgT&bfG?6*2>M(UY|$g{zWF#^Fxqaj$mkh=-`_jdiF;M_cNq2@<L$@
zTvIHG(A)^+ld?9j!RUJ-ejHMc&CmtS2&YGF`HDb_oI;ywz?%v@&~BZpJ+s?zzhMh0
zlpeAftQOp3ENjVgfra)5Yym?K@aH7y3Yh#x<=-D*r&2NE<rerO;_<*~VCZdl(szKF
zW|v4<?J$1(Ai#1az0esSrT(-I*3}~eeuVVzWUhBKlu5R&(to){Y<Prv9gBL>B<veC
z7hil@;L)D<zJ8*tp~Bu)3N3Ng2yg=1@7Lp$Y5Fehoze1l1AAez&AQ@WE0s^T<z#*?
zf2)LF&|<iFp)neAE7xo&AlDQo5lDDRiLk4rk>a7->F=WnL&?L23IMY5`@dP(>h!`J
z(oZgLpRtki*N5f$F21As$mgdmL-s-l@kK%(6kKXja3uBcOFcI<+~31k^q8n$L@zaR
zv>2r3F$ox{yZ&|~qbq10E7XATP5gy1<9vJK39-b!%|5OqH7zxg?d7duPJMH6apB8v
zR8Ims%PTZ`c-;Qc4e{~{j_1#a($iW>6j>9=5XpNjn9y~*@z-yEld`QM9NKHEaN+x>
zW@#X>=s`I8r~7f1>NQUQhPU23%G~#ZlZgf5zdg_Ye2mg&dh2G>TjP4)Pony1;Z2az
zB+KlWK*~T~u5s%3TbOHknf50Z#nZIy^z>g_(j~h81F=+P6-a`H<Ybcyt2Sl(1m~EN
zGsK~Nl?e=i^^;UPjkm3iC7aw<rF}+|a@zF<u_=r9oX8w5P0TsYrYAkkB*c#~oc8=-
zZRom?S$l=||3E+%XLbFBcBupF<A*X5<v?iu%!&j29N{yQZn#r9uorJp{sL{acgAO|
zH^v`c39&r8Vq7^Fxy6*iyORHr!(l%~t{{H(Nu(jx`|gRoA=%^YByQ$E+T^LmWmfFZ
z%i0n(^0JFPGFrkhgLzPK0TrOl_Z{7K=jd1D*#sBtL0C4MsOafeldRjun!}VAvgzyA
zYI+pqp7wq#;(qOzhV8x6C&((8<a0ow1L10Ry=VGfE&RJI;+f47d!c`rT@`u6Cs3uE
z*Gf_}%*DN7dMTX$mpHeq7SctW;4go4qcSgF%73D`*(0*r!aA%KV5(wI$PD{&-D<Z5
z)m*;EL!!o4>f-d&-uGyUpAF4hPR-i8IawJ0usWuNJUeW>4b-QzgItT@CXbx$>*I|A
zTIg9ABCZ_sXmAr91RUoGV>Txy{~iyPSw6afBIR0Nx5(((I@t@2-VSnAW!_)06HWKs
zCp}3&pPUYohUMhI!F=M7c%dqf=N0*bVeaIw%^v;4q3rg^AI;-(9w$}^TUf;Xh`(HC
zf=_J&NSyt5pT}Sn7j<vMrh~YB^JHUt<h#INLKxyI>k9$)m#a@z-itbOpqdsVOfV|w
zz|EW-?}%)}+L;4yFRwuIO+SOzg=lCot**7Xegj*QssbQQ7`=JdcGDugUsJwuw~uB7
zZ35vj0pH|qr|kpv5{2OnhC-OR)7e33&o@-ob4%5uc};zcqv>YB8@0zJLoEi9UIHB|
z-Vra#>u=m^Qor(-UU;fJ?@#LZ^cT+!m}fLD1#2J8xna0}{tC1a#$S%odvOkVanyM~
zIfsKgvU;bt=eNO#v!89<yG~Z~#}7Gq0d_fXYgX!os)~t;yVp70T-c~1ds(#|br|Or
zGZtE}E?JrH>od$rr#AFIyF%Rpx`qj_GdiQ#p7(*HQGb@Vqn-&i9x9v!eX~Ah{ws!|
z8{K<;rzkbC9`Ln@=x~)rBM%_4V^OLWB41)lQ`5wRnkw3D@3ttWPi3ucq1+NmcA<l0
zpnNH)Bh2Q|Fn4+A+?9mNU-}XzcyV3`L_RDwy8o$(V}>L^-WcrW)DqybdGi#=1pE(_
z_om~*lMac9j>A74hW7SS_=ktE4r~B$(!3Ej>1Q>k+NgCq>CL%kiR~uf(VRTL(cQf>
zQXxMSIQeU#0cvl^%_04Lsz-gp@R=f5E@IHOZl=gvx~5LP*5iaYu}f>IcvLiL@96Rn
z#rc;n%^~*at%D{Xv2%sO<ANGjNxWCeei;l`GCc=_al+Xj7l8AESM^HkoJmsN`;;I$
zFtPkrPm?|%qZyCdl+#-eU4)B&^a`~uG6OZ|zCDw?8_`Hk#Xl*V*Z9L%&Zb3mf+~Ra
zbVx$QD0ieMM{+|!)+XtM+~KW$LZvjB*G`<^2o>#&GI(oJIV$Gg%WyrrhfFQ`ZL!I9
zG0Hw6w4U5MaQTaeZ+h`6?|L1FEh<APbH4pI-jQL%5%T_o-7Ni=>%<A^#CmYJ-$KUv
z#}~2aWl?A5bg?R(z-j_-AE8NLN94YR;y|bV4G63s0_#-T$XO989vc}nuP3&(o+5<0
zW;WWxXV*I_6dC!tQ#Ec<B)dnTR&K>DM`UiRKVw~Jfr<*@<J%v)uf+EL&l$Emg=bpN
zggOL~7xM3B0a*?7u{5?1P>(75^!m|JObV~>>bALRZmFTb+zDLwNgf--vDOlP=eqvI
zb`3n3ub&Tk5*jgaY*9O<h+o>HbyWN!sc8TPu$L>LNK?i6V?NI}%U{5syFd<s8%at}
za$bG0gvz_{#OU}UQ&F#%K{?B4cY`e8<U*;X;C?601~58`D?7MET+mWCO&>+EYVw|(
z;nQCh@=pa~{hie3USG2!zMrebFRr9~5E?2EL`8&bX*BzG{dV12=C@?DBX$<DZQ5U+
z*q>mCr#IaOIZ|W+*<8sbT%epwcrh_sr5QNrIxO?<ZAW)o&-FY7#XSJ=@pXaGzNx9b
z(7uwv5(&gOZhD?FKD~bTKjbdGC8Oj*&#HxF(~OA{_1Ou{AxYUa6*(0!b@z(b9ZSEx
z!Vhi9AjlzjwO2j1Ufoj6#hX}i&`Sau*s<OntNYgsEo(#`KVOVGmjq{f?4uTJlRTM>
zd+$ZQo_*nlree<GH_-C#icbkIh~8cG{b&lfv@QWj3DoWka7J!xw+oE*&(==}@1!Th
zGADO-lG7JmkCn~vbL>~G%*<_=*PMir&P#9LiUjb~TfSc=_pJfBgtAaEr9m`AbRM{=
z#Ty3CM7$%MO&t1}q$JkfDlLr4J(-$*Wu`+wdNQvPqvVso4Pd?zmG^~3^T2C~qh;3G
z82qUlBE6+SC-YZwqQsYM4j-N>RnE2$J00L)u5jtj{Yw%BOxO9Z5JCv<--J=VDbOt_
z<czmoMa8McCNA^?P}~CiF)hjitFE*xu<<?;l6jc$=YW@Z6q=Zoxi#DicZt26m@S&x
z$zMGjbaCQBZPVX^dBE;RT>I}gNZegGx!_jh3D#zj9jIxz!c-TVoE&|;-#_v^Yo<V}
zmtPm;lv@!yf-d0`=iPQ66Z`M@Z=ZK0>ha0)Oq9SMN3-hdu!l~(+cU)cA?NPZI=Hgl
zk`MgP4`&$Yuy2Kf0|NKCb>#hdn*@BrIP8v;u7~J{2KItmP`1T(O~1NDBxD%_jz;Fa
zzzom58%?<?7r12XqkJGtf~rNn2w6)t53R;o13VHVW&ibU**fSPgEFzb=&1u#`3;Bp
zjrbyyEhgWb>pKUg_CA<rh7nVvcw;ytO-t@gmUscSPW1fI(M?&v4py>$a1gXG@P4#H
z9E`}msdEM?_&L0gt1W5awV=l0eNnfo24A;@onDznI!1w+lQV`nIiC~6VcOz_mB2>N
zg<W}%G|R{btbkeAFe#M+?qE|@*OC4ET%Q^eKSr_lJz^z@^D%A&oBEbwS#5;PeQz$l
zUdaGM1(f>f@B47SOmoJK|MO8q)E&_Od2QVW1Q<d)M%vIZ3m1KO26OJkzG8tJdJR;m
z!kNrQcF%yJeX}%!zM<on_N_yoUES`md&1TCee<aOpeMi8I{=4VIOA0Q*^<|PIgdp|
zmenFa-&P6#c2UdbLPGlaoMqom=2ch|uV7U4cw3oV-#_-BF0XMgiL4Hj{y_O=Nc#?g
zuj30Bsu4Ta@Yu*^$$!G2K-%Yo)~t4y${wx~B#3pkGkM;rqVJfPMgw)LR!;TkoDIM^
z#vRGSY`mrZNlqJHSm-U*?CQN)hEuVc4MkW-@{1_wXkaNspaJG&$EakG@7W&YR@b>k
z7oiZ}^%)M|yg&0ui{NW)ilxbrL8O<BOK+279rK8WUGRDIv_iA}e<M%MBTVimiTDUa
zg~k#EYxkD<G&4vdCHa%+?3vm{=fuVkf)XwV^#P?vX!e$TH^GLIt==E~CYjm;9&AYo
zmR$D<3kt(|11Q4|`{9*x<pwlhljIT&*_wvy41N^-cW%KdCnm6AQ4K7hvaCvvHwh<S
z$ycq`0b=E{1knsp%CO0kVW`NJDVQ0|Zaz$7{3P^x7|S67izfgF)04dLW<R|zx*{FS
z;8o#8CsF!qQWsRRci?PbPfssXc#XyFbQ?fp?ghCbxw;dr&|ZVynHgn)ZDt3g;z8Xl
zPn^j~2l3<xO5Rc_a%P&;(}dcwjST$U|Fei<TZSz8Vk1!fd*;`Af~tojJ(mMzWK%*Z
zy@V&E6#F=uHzpT1;c|Tb&w)9k?v#hFFupS~t6>7zgX2t=g5K%!<2Eh)syr)o(+ZtH
z4l6Ml|6orG@77TnkfMsBpYk?t`*RAD7ptUMiOxO(TB4WEr3-Z51^<p8zqIyk;XS4d
zkXGJ!0a{#x-b8xO`4dLN!Nw$&r#nSIqTJBu=Ed?|tw0vXNX;kgPx7(@m#Mo+HFSkh
z<4=W_cB&PUHoBLuvh{L2;g1S|KIWNN?dt_iS(T-$SgHk)fg`<3sK>6{dUv|~miL=!
z`N2h7rfp$2(N`L)i38vv<B(x?3HD(n5xl_tA1zny-?R(*+`nDN35RyQkmGt#Py#Cu
z{6ll~y4D^VLj4~o7c+HP!oZZ#rZGZ};5Qzji!>y{O2<MtK(iun#T*U?n&7d(@d^R1
zh*Dj<lhN%PoySwDYd^AEep+VFOg+W9p^XCV;(yYhv*bN0qvWDuj2KHV#}I8Mgx0vK
z$Gb5W3>A`hSWYKdPJMj6=qga9OmpqPqUOw0bqx_#_~FB#eG3l@|6JZpAPip75?V0A
zqu2g%TgEUqHt^XZs!5eOw--wHnakS#XLS!1Kfu2R09BlmdqSOr?5!IAit!Ak<4X$K
zPm1RmE9K+z!Ot<P|7lTM9ZSO+jElAgS06~F-CelqV)`J3-EKzp{sY$M2mRoR#-=8h
z5vKMhZ<dq(Fsr}jh_r$H&2LDF43p0EHuSS@rf`+@;IS`#-Ii<(-Jblja#rkq=_1?*
zv>d|*apH)KEsp;i7GC`zxNq)X_nEEGI57-_GJMvw0@`Ll`D%}lBvn)(0=@^oQoBs1
z;&$lQ4wb%z^OWj+PD7~`@a~74k4*>XFt;>{s6i{cDhryQDZx8#Li@T@1vP;uVbe$H
z`}6oDgFz2KSKeM<$lOm_xF**|1{NoDa*ysJjVj92nlM<E5hBON5(l_A;z&tg77Ohr
zu|F+TuSUr@F?|rXj`Eq0M<T-E^~P;_c53C#2V)fn>jzltvMr4=oud}Ur+!SV_d|(-
zE~qDSjZJhi$`~qoc?1*wx7nPjp^rV><wps0mGcTD{}HF|5U5YV-ZBSvgjsgEndzZW
z1{icUUdC=#;ZAT96N4+cP5g=HHmknRzuNZAPlFMVKJs(XsE;QW#u)faO(DG80i-ki
zW2ZoTG%-oYp*P1lKHW{bzC#*-vlRu*PET2K@9cU+084L<*+OCn%fI^GYRwu0<?C82
z5GN6|dXC`FfbHwkcMBYTi)3`(X&kv8?a~DaZ~#M)%mYg_*GTI?d(?Y-!iHFg-z&o(
zzdRy=q&=e*n?B5{_x#aARtpZT#W#=@WY}effD*Z~!CvQ@$19j361I{$ESqyVr4W+h
z_geT&Hy81o-9ZMhaAS0ERw{}qHbW-oCdL-<1jNWLJ$yG)cJJJG`=t>V2-2y9u!mY}
zVfUBh#fS9}Q<#Q6@*Df~iX^59`XNz~Ppq1&XQ-!#7_UoHl>^v%O84g8hcVLs+hW$Y
z(;G7qu&~S0GvPzuL_rpFP7SP@BX$<GDVyhm9ob8|t8RNC*>O3F><+<_jZP&4T#ua7
zy`)?*^EDXi_UUx9;>70^{0T4#Lkt`~`pd^7ep&8oEoerVB-u4*BDzdw&LK2bSg+6I
zDF3)&-v8qg)4H*ov1~d4!`H>9vTr|#_$B2}YD+(`ecJT;dt)2<RO1+Ss{GLlyxo63
zqYL_&b9$Im+8HDB%pp(RY~Am}Hgbq{i(`=lq4YxzAaL1jWypF~`!rp-<k(VUTXGxM
z9_Dq5Fh{&KdW22nw9!-C?o6e%gbe%if-)ADg>EtDOwE^8q_*qy=)%ET2O_>t=1}Sm
zx3$}(nlTGgSlfVUS(5*J4q6dsLIm`vGl%oxdA=CgZ#cmrj@Ob%|5+yfMr!<GYUiR;
zMGuBwU!o?X&+|fQ_selM5n=AK&O^Z%l#AD$3K+)DifY+2|1|U-)f59D#kTT2B37kq
zw`Uvod3<@Dp)Vd(`e?1h=x`b9_{dsVO&uxzo6?_m|0;hrGfVQHn#I^n9ocA$z%~Nm
z*lM11SU@PPHD3MC&BO&PDW_f;V{e{`rN7tia$RP*J?uA;+_xSgo@1V$GFBz=Ghx6i
z+JSveMt>d;li$cM5<P*nV(1Gb{oXLU(3wiN8b&*CV8L!2f0DB%*+jQ89XZ>$z;VF>
z?1LQss-!-u$HV^F*s{BG*Pi6%Miv2Fda&f5$19|ez#vQ>DRAmO&su8T{NKp{3}s^P
zRCTETi|i`Die|VsOKcC^#6~DBMdcfmT5F}Qb3Z1Y)%PZ=V$K)JvTzdw#s5W3I(uPz
zVxt&?`cT{IEugXyJU@^y?mbAyQYO}hdS1)t#5T2WI3fiKVw6CXbuPcYI}+5_4flPl
znb$y<3^|gcpbPrLOv65$52nKhWCGWlLoMBA_FlD=`Q6&<Qwjv8LzQpbsDGMp7}zP$
zM3H*RyPV&uIXr%0?HO&TEAY)r>JCq(v25~Dlq%=>izr%Hb$$WjbxFiQO^wAK+<guM
zxPsC7bh!y-z4jf4&rz#572T(ed7J7E5wD~6F(R7QiJ6&HJ@FSY7JT6Cyhc-H_+u2i
zjq6UYMa}erk?soqPF_Ppru(o#h;2C_K}TqmDddXY*`zg^bLh`n(>ha_1mqSIO_jNu
zS`J^7Uwr^GWjfcT=K_k718GPI(N?(zC!fw&bSwdz$ibM3&PG`ElStrGm8_2Ucvw?Q
zJ1>;NOJ1?~B`F7VZ6KX{+P`D|ooQHPGk2yujN^5RDRjP2e$2aWu%mfTDWVwIdvFIe
zDUlf@{+vph$7v*njxLjr$w&>YHh;;f2=^nR<Ogpb%?KT(od+h)X{!(Vdifl4k6EHR
zPxiFPIf`2ScMJ~QsB}y-Z9dcJYHs;2uUz0$c?3-uH-zN7UJqP$k5YfOc$>d{qw}yw
zcXDT{<j^v((rExD0v6>qL%gH(uRvC+pPp{b<+o03{||H<gR4E*^Nqh+4#aGY8024{
z+W$=v%Jkuz{d06S)D<B8z~!#^FjWN9dP~J}vR(hA17<793-0UcWrh%rk^6og)KI)}
zzK1q`KJZDacdE4p(SjOTp*AF5>wUwdnOXAo#g+eo!qWwyAVv1=E)%}1)4kr;&7X2y
zx-jFIK=AE-)L`<M>me!TYsn{DDXC*C;!Y4k1#ipxeFIGiqB6XTOMz6ovT>|mh<vj|
z!{75V;SQ-?o;&g_%pG3<>1PMQU?&SE3gnVMP}mNz1Ig}Dza?Pc6kX6t#NSX@AITm7
z?m|7ntTu^-5d?g|R2yXq6LB>$^W;#XJxylZV|dJ-s(_v-zz-d}c6P7?RD|k@TAM$6
zA@h@)HJF*XQS7bI{9^R4$e+jdKO!$3zx*!r_TZhAm{wd%qgl#hxsF@C!XTdOx|QnN
z5*>9iS3JKxh8t3|42=RU7#5Mu#G>&Z&%>uXc8L$N5Cb`Qf)KVtXCz6T3(=(!P}aBD
zI{h_Px8X(MY0IrGIWQY*h-A;!r9x(8ti9VpaJ-v3)yxIFIukpZq7uX`juZ^(?7dfu
z^ipt_O;8c5!5Y?=d5;wAZ4SJ78kc2q(X_}KkCxaUmr!p3s-C)b>^t*8blHi2lb#pX
z`o|;2$!B<buB4cOa7XVUZ#?t#M^qG(`h7Flem%Z=M{lbMnBAs7P+tDr*?)Bf`}2ha
zt-egZkOa%M_>u3S;^vRDHF4s~T=F5Qs{bP!K?>>!LN8B+H>;qzRo-8GtoQACn&ux|
zi;6L)RwwuiF-Ar*dKysPZ2G;5(&9$FcrZ{oAGW#bYJO-JAGvcmYjNd6c!e9GB&_6E
zDr~-u%P^}ri@16ci9jSzZf5oxzP5AEBs!f*DafgnLu+1%c^(A@Vl6x((KeU6FU_f)
zZWRqQSb4-e`t0?x55&P8<iE@ZE&(gtmNd3isKI(r>@4atXV(n6{oT=_c*OEC^{}DE
z>)~HF^4&{D_YI#{Jj_4%u)I$QTF_?F)R2CPq6?<yUaOX$(-FZuZ#uvBs3e3X;Sb35
z*oSpapwJfsR+?TjQt<d6=&<=<rY<#1!RzULlz@03W2JtBaH;|eDEt0D&`aF=H8bSt
z)Y*PDPPS#}g%nv-2x)J6jIRDN$wbDj7?gUC;D*S|amrbV?ZfpEKu!Y{A6`EziU`6C
zW)GZ{c-1!}E_HnW=Q50u4=ljj=28@oQ}?Bm=>_em?`#9CbKJ+w?SYxg%%90f|LW4a
zX6=qSS4pTa$nxsm393{+rVu6Zv0@yBH5?}uA$GP7>a5)Sp!l!%F3kX2)huwOrWVKW
z2c_r>TCk|3cFre$jDhPus=+{cUqa6K$zgIT82E+Z>D8oS&TY=ngc$;o(yLJi4}=37
zR8SlGFa2v?>A)`5Bp$e(zqMb<$K%ZiBFKg*F+;cyZ=72Hg_fKY-?^9{FLhJo>tv);
zl%Vq|GA2SYA{|vwsDi{siB}Na%Zpt3zN|%CERY;(jVqyAGV*t5pYB^!&-6HFXg^<O
z`cRvk<HgJ3no^d7`o!XM<%89mMEA0_UCf#bOsk6+0|LhwD<2B%en5UFPjpzr(fQr3
zUjA8z_!tWw9%n#iDnppl1C`E`xrc|oPK&2qXbPl?z@A01&QX~8OhJpMvlA_~@k;Mp
zn9`{h4g=5SE<uU=GOCw?SEQ{7Yb!_AGZBZhBYm&1{hR2(jQ-p1&A<YLrZh~uiU`fx
z$Y#jiC1-}%CzUy^_UQHa$U&F<av<)u_V3b4Mc=;S|JYj{qQ<mw6za;HiUTV7>c)*2
zu)~QdT=A}j?bFJC7xJ+O?LlqGje_)oebMl%XJh4^zVV%nQe8~)nRD=w)7IQmg7#fV
z*LKk5HI?CqI532ict@_vWuO+qLJHe1jp5M$rq1k9yiYbxJdV`*yoD3Ew}EPMSB)D<
z!H@%x;&urL^EK;x@S2=rLaq#N+*a`N_Tpktm-cX&4XN}=1KPgDC@j2=RC_7nh>=gF
zw><yd_%=M}{U;{X#<Nijv0mOE-@v>F>)lGT(^bv>k8Id}$T9Yzjz`ZfkMJ_{iYECD
z``XF|NZi97oGMbSYbJj@iLn4SM0~*`Lb&~|-=kyWuTYYgG5TI~LEZ+(fXIs16V&G<
zIZXoZ0s5cgU!JPION1=$ar;j5R~BGjmfMaK-&RnK*F#qbn{vmx857iljR1rSE{IT+
znA1D(#Hbt4vk;-?_s|_4zn`dTdHa2KPq=bzOFw3%xF7D*>mH@)7*+CZAm>0~-wYca
z@Xh}ZT7057W-9hfm$gL6**9|5t9LEjdUV*pz6uA7ZqE71OuBj|rZmwAHkEBt5=ERs
z<(G^c&={0;hV*gf&5lxgy!}F{N$}RbqycMafGBHM|F-fnilLyGug>Q3^R4iA)6a@b
zs%La<AWq=mjkF3=earQVV>si(@WAi3r%H2^`IH6hsoI?pU99?Tgj+dxzl#19nQ~#x
z*QGbU@OEygJ55xpC4~Gmmr~(5*ZzDE5@j8m<GkW@HbkY-!4J6{Y3w?L2@T!w@F$9n
zySbCMNq5pJQ~x8+zCF-CbhYIAdE2oO6<q#$joa3AeJ9e?FG?=7l56w;%%9I1dGXh-
z{I71k_USio9btLSSVOk7C7a5}my-~o{Gz-2L7=k|bp>dn$W;&PRfWNc1%m}r;S&2Z
z*li$y)lODZ_C8P7npD+xD|r=o;?p*{mh;d%AmC1l5=ZxovlpU~sQF<z8QqCUwjDI!
zt2w*z5BjaTATi%{dOJ_)!glq!?WT)o`eHmmg^GH8Ab-)ntuucMJbF0i>GfVmW2BY5
z=KZ`JAB?+P79J3lF(ccmiBFHE|4Ln`Xa5pr>qz1cSef-2$rpXZ8W}tZd+;oYa}G2=
zKp({&6HRwCP&X#aU%pZ}f7?(!(j_UTSX-F;T$OlE_-Da-o2jg3k1SefJ$8E9%5B2K
zp+Ns$R?S{y2mJ%>gP_1^Ubw~bJC{j^+P(51Pnrw$V)<OkXXk|O5|M2Z1U0XVVyL?_
z6sHQB+$@Z1F*+!I>wwc)knbE^_XU`_SU&aM=3lXwBr3HMyN*q#=>PdX-tFH)SC$5f
zT<reYU$Q<Hvd+R=juwTjs5oNMWE1+u*ZKg0R}a??stK*NWAUrP+H_Z}sJN}N&p$-)
zUXw@M+)gFi9X37|5J*WxB*_PE(E7J>{$OG|ke<>!Jxlr``^ESqgp4-X$C4We8Sa8Y
zQ+Esh2TF8$>0^?yBX^hGv=iwss_2)f)#FFe_}~@JAL5-Wu}6E%@%qzJ@L^wX-jyhs
z2szo<(fItzZj1hHw3JuD*g>ENp&`@5BGVd(NTGo=IeAy-%Tik;HK)*m=dRA;>rdx)
zWb;1t=n+Xh9wasSMZ5Q+AH=$ie6Z)&yoAquVpgf*(n{@pm_ztHK}`0}Fd&=l+e_No
zogB1JPl!cjPjwKDnh&TOlgD-=UCP^S;htOm#7`@C%#O|!z&QPS#u&9_PU$SMUFcS_
zI!_$NR(<&7yk7SE@HZ&g6l)Gm7*rHS$ZcJmV2mQ`pEL(WVmvyIJoAp$ELui8zQHND
z6Z$;E9`RFX=QV!4#-O=Ci>0(HF;`K?_`btkW2JsVLU#_6{i97hd#l3Iy3?zBO$yx-
z1kxG0+*{$xd%gW#P9tUa!M@*5CY`tF=pu5n#q{9}&bA(F9${<*;9~8unFClw^+)P2
z`o>uqVh^s?gvRJ>%k~N_2zA>HF1MI)t{*N5kF_Rfz6s$qOoy;O)+5J_n1XrxLDSVg
zDQWz)`eW<n&C}@)l?8(8w;4AndOo1|aTPZUDQ-qy-&K!px3)FjoE1y-;N|`7pf!*L
zbueD*8fNS4WjUIyQ-*i7&kN2U3C%-tOAC=JIf9yt{%h#$bSo1q_9gJV-8^iYA3ypc
zrA9vWJ~_oF#@V?)#oNfw8Hw&CcgrfxazYRJJBk7_^DfqAk;WBLK%aL$H`)Ys5sr<O
z2_oPM6~!z=3q(haz528Eun*Qi(GHqu-?vowvFyMZkA>tL=S0oG3PhMI0*)4#yl53J
zC|$Ua2fZRmhcj$ha%3Fk61d!Odeqity_RSTOKlqjd`85L(}2IKhsjvKEqG^mMW0y2
z`2cEdj524g<QMyM&EFGR>k=KAo;$GZ$OJPkv4-x(Zp2HMP0u5w!t*ls8}=UhHhegl
z2YemU`OpSCf5eR~hy2Y$PG%67gMkxLhVW`5e#7ga`{lrP;puX0zd7%4B<!<{r#}JA
z3$>`J3!;(-5p6ScQUp(%T?f{LNS}#weKEa%EznJf{~<vf<f=-Gfr?k^$Y}>ynD6qA
z^nG^eb9vz-pQHoUxV5Q+Q26;>8`F0{-Zu|w!(feOYwBmUGi?z|9q8WnrlY(IX8mza
zs_EzJIInj8Sfng+pk7PcXP^O)yFqpMW_hCnE?bG08sr<B+8DN<BQTQ}@@n-ckVvR)
zA=d6k2VzgQQ-Psu$;<VP6Uj2sOFu4My`hl?(q-WYJs|aJ(aq3@#S2U6gOXL(`+#Vo
z@@{^54VQ>-pQnuT%GZ3#yn6=;*A^O5bR|6<m?f2D8J(EGuwu!%JI`-RRW(>M^?-LF
zD**(x4{&nbHRoC8)pi^I7Y0>oCJPSjttgr?<!fNWJU@1<on9e+H-5vi?h`PmwnzMK
zOEvONc~B;zS2|F(+F;r9_c4V}^fD@6hF2s&j@PyoEfqWqhFsjgJ*=j4h0;Z+T(nxg
zT03K@j=~pA6H5(9`1ur!3DJcbhF2(VX}_Pk^6Z&vrH}g4m=6Ew9OnWbb>gjcR*AaQ
z9y9ZskI%&k=gC(wPgJo%?amA4m|{uN_G&IXd(E(U=UMYVQezvZ0AgQZ)kC<Evp^*Z
z7xN1RmTXL2m*WDf2Cjd<@MHdrotQb3{>3PQ2(L=0V9>3TIH)MMdh75h!^E!HzH~+h
z+W=Sv5%%b3G}`>EU;RXBLMNxmB^ki~;+uoG2yu>$&MkFsdjG_pu;7Eset-Y$1$@H%
zV<ZjYFbW8J#66Qw_}aSi*QsNnk+&l|A{K}bmTk&$={CI?&VvbszFop7+5GI9t&t;H
zz1g^h4_KAJN|3lCGjJ>8T{jL5?|oriM!_r>cSM$1+bP%8PXz3pBGA|fDH|K*vdg`^
zxLY9R{cqqP2)7nk^%}A6A7?l5Pc1$w@u1DHOT6$i%hx%%jG2Dym|tsX2O93sgn+X3
zaT3`?8bS1kl-{;qs+vu!kuM%MR2))#=uCetv&nuoc;%%mHb-Tvq<=mp*5hJrQlS?R
zWZ~}<VGh&*EtPKfpU}%m9^}B2iU7BpJzwz@pr>bRitM~jIok+(mY!Ut{`fp$)q&N=
zMB-O4ZDgiqc&}E3la~O7$?zH8WK*l^OoFSsEPFs~vTB<r>~Nynbrae+<L9&%w~U50
zMzhATMl^it=Lj(NT#aeaXK^ht?N(xe5Q6OV%Q$+3mc%RrNdm#ls|4sO2%N%v#w2js
zs-ZLlzqV4eJ~iu28x5?3O&oczp4dhj?uW_4W>f~AO4Z3bbI^Y$g%Fy0xbEmGd1`rw
z*Xli#m+Lz<+u;YZa470LjFBH1QtB0kSvA3cnuvwGnzXD99v8P;RlfBAZvl~lDe=f=
z2<%K@<E1Og>n0!=_*Hh6lpEVl6JNTNAYSXwqC%9uKvH3-SFYwh578OF^n30*+<(Na
z#wLu6?GN9+OANyt?^|O-yqc%fJafFUfTsF}wypKIA-n7T#PiK&?K!_&xQ6A6mjZ8{
zHD(8<edNPn1&nxt!pnwhnfFr`aM4xTA+*ufBu-8?2<K~##7u<*62I72pj0NE+>DW~
z$O;;r7zSiNVEx6<5?HgM+A(ssW;Zz*pLE%8_X~4=ywKTuN0asgb9bq(EzR(1YvAy?
zEth3im1jr-^g1xuubogREb6d5+W)X{3aekAY_Sy^^p-vjU|3KrD4os8H|LN%j_^pQ
zy>G+d-@|kAOsNyhA{^9l#?YOC{&c=O4^r5k+|(oH>{IwzHB|yT-1?|A73u+Qo6=0P
zBYmGhV2c3N{ca2IIZT6R&yO_^MG3R<+Z^J2!evhU@o)Gpqz<c?e;<FTJv(-H?wgp-
zDp&++7ZnRs96EO0eoMO3<b`M{%7mdkBC`8ou3NZ3Ml;}mzmtLQ)=01-|0vrK#bksv
z&e*X_!5|-(yUtq5z{@)nbss=`eFsL|?cE!h8loqB*Oj@ogq<(qFU;#on5Q0LLcP`)
zj2iqB#(BBW+W!1$Sfp~njH)Hga^8K`wss@*)4oVf{d8so)9I!ROPuF5)$Kk}=ewFB
z@l>M4nEA3F%ibS)DS?AcLJv&q=HSxGNn(|Ma?Z!9EReXuApNsZ&_1mYASMP-j?l-h
zn@&B-Jc;BVGaF9-PK&t))x9pm&H3$1gco?675{t=J{Z*-5UfCHJsg+oGpL^1>{iW@
zSv)x%!=($zC)e2W<oyqXI&mlaPt0OnRq_>q5ovmdz(Gg7zKB+u=Qfn9Yp$D<sW*~U
z$y8@*SaVKw#ArA0J4=sBM#kn%r#C?=Z-@Q|`WbPq6nTKh1>S1O3T$6MmjH5Yi&cHl
z^d?RX*bW8;A5L7`3W;|*hkPE_!=Ea=uBJ}#ZB$%}{q1LdQh51CjpR+4a`+#CG-p()
z?!IFbn<V@jE@GQuF{N-6+ES*NtUltUQTbt?)_S_|RX~3rp+hdYks~_lLAnF5LlKfV
z$K~Xdx)QQrmdEDMAQ)4>kgOn*p2y`o=zF)uUa~#+-oipqb6e$sxmVsVFTf@;LT`6{
z-2C<X+4dD@p=_}Si!zJ*qsZOF>~^+Fcm0pdshDq$*V$wARjg@E7f^p@x%g!oi0~4x
zDMp}GIQj|(pLM_4*i!Xg007=;Hyq1NXm6@F2x&oe?==`(rx9|{4`lH$HDYpDuWGH(
zvQ(>_(;Br46kd{?M_uPMZ5Df18+l~m{R>aVc!h;abA9hQ2|?Ju9bO2sOLtpl_j=x+
zVGH;t*;bO|=bYvu#wK#8vF>6)Fv%va1qU853utaP`PjLEYe+KS-IH1`ATn*gR*puS
zqrW!wQ-CK7u!(MXtRI}Jrye1@zrE;O7OC6`TZvdZaYp!lPjMO=ye96`vvg!^3|6J|
zs#CWX8RB1`G|wPN)tHn}?+)u%$tNTV0&73$k<f%OjPt&CZP;%ZcsHRS&cC61a){=|
z!Z49rPtr;kZ_z%}e>$n@&YKZF_XhWWS)ij4YEobE{np;KwYYyPuq6Q5mL9n|{%ZaA
zUT&eYK<DR8eD@!2V_km4qLlgKQ{E3Aa;HDaHEkQ&<e(xNo5K-Wn>-xUhV|@@LA%-0
zd`S;)u|Zz^r$~TJ<hS7k{~xHv<zc>po@4z`RBV(nC-3rS@+j+~mje2q{N!h)%=H%E
zdj550I-sigqK;KE>r!HYw;&Me*+8B!GI4HTpj}TjJ|Uacr&iNsAa|KV7X`t>WzGlJ
z^`O1V*&psal3_mcSdleSGc=S#$H!Q9lj-KlYUDEvAWKPlVOIf%R#Jre|3FRll)Vlw
z4}^1PiDZk!kPd+bW#iY`wb8$UIZge*|Db`5uu5%u(J1Ph2fq(NU^O25q|I*uk6L8I
zdP`;Iyu$SFy^<2j1mf5Iz0C@)!-(cwob3F4$i;poAO}aY9Z|i6-oJLu_Bdgf_uYtA
zhSUTU^oG)DbI3QmmyyK?we-M@L_DQ9x`^R{bNgEw+O<}Gb)25@QnzR7Zun581+OrD
zhFbe(Iks0oQp@^Pzin<>9<QUOD0k?hq_Z=~`pu^QnukRx6&ImOsU^WqWPD8n0o3S1
zsK1<ZO+WzHvk;1uXH`M@P64lBCr9aU8oAe(bND!D_s<%Svi==zWX@aMUB43WnD-Dh
z?d@`eu$U;CrRv_82Yh7q-9ue}6^6A`m=>jnK$0j<-SEYOu8NM@9!r}qK6>71+iKCB
z{ieRLsHLc3nG4PF#CaNiWUv{q)3zqM`UA0vim-#1kKk;PPyYG6n#ruxkLwfuvRoMf
z6<1oTv-+WE6XHpLvCimobb>mbAk#;V()@p!)T6MBe9C&Wy9RItsqC1}kE7S##L1B^
ze&r1ERO^Mb%V<JXT~(S7deDDJN7qnlC4px2;WIl-;A+!0zx=e7<o<7yiHg_*YDj>+
z`q7x|4{Ho?1}#EYzrFixwa8^DO~U`2jwZ9xtREiRp-?w#+pruR+m!iAe0%wh(sm&-
zN=GNuv8wH>q5a(-hj0u9L8Rw9vG0NI7RARD1(MF`!_?dU2Rb!ty7_@mT)M7wF+3`{
zhf}v?;LkAE_dZXzk*fs^0A)+XRW*tIcgI_BY{r~<S_PZ4fb9ABC<ku*^3eYh$MLh2
zbnq0*{25AE^&1hWD%_!FoN818z%*@N32*OA3d8QD>_?LCJY)ZoKH%xfS7<tYd&Sex
z@JG%Pw-DKR&v<DM!sT>~cDrx~IPjl_$Ic8IX`napA@A<;Jtv*cuH=@=DfL1q5YDCw
zw|fepTbW||Xa5aDEozF0pw+-nk~j72#&atL|KH>8q~HzN=5M&r$X_$Zv3s0iV%(k{
zMiVZRrI}uPG8Ikx3`xd*hD3%tEG<a+iTxKK0Ig<E0k^2>1}g4F2hN#rDtc*VtJ|A-
zqGV}a*B!p$%DaEvDNi@AK-D)U;#7Vz!rl8(cnyF}syNnA2s;1zWq+fX@6_lSi#1+R
z$Whm!w>IBf+6|&G3ri}BZ80^9>&pnQ8arQ)wjg0YQgaoE1`^TBfGR#-3&+hG+uQ<+
zk_eC(-~4cbdQtUy?W+E{$PI~w*RGfbWkfJ%>oW!^;P!qoU<NEY4!Kx=NVZUm^aMzd
zuBkI&sJBE@-NM068I@}*+<r59%cz#O1f;W>UDnl-FoacfE9a^%IY?a@(xAn1a0Fe<
z;g<iUzxwkT^Ob>|WxmHMNCM_Js@3lg(xl~2<YA@<L+FHRnIYx8U$F2lxk0w^n<-MO
zt8XK*6-rp^z3!IW50klM9<?Y$$@h2qtftQ3+Vri<N<&NWP>zAv!<%><U{pL+yXf|O
z^-(ZVK9*NQ27=^f)p_Xjd3~Pk?^ox!^Lz%^MIlh;FT8yMZ+X{c^!|RuCNxW98Q_J?
zdBc$t;)xq>eCr?QfCn#hZG87G>G480{r38a$*9)w-vRL9M^SnAC2v$N_+t1L&&b9`
zF{wvQ1g-<8LBK!X6$H!~fVOHHogtB;$#xz7_FRoqQWymFc_ma(zgNpb^?UaDwdxlJ
zE7w(#H)Q}icq|Iq%M88`I1~}7mx<oQ{S6|vDP`J{PlaF1LcC<Ci4SO93ZSgjO<xut
z8rt4!ITi(W`9vF8KOC)fKMQ6+lUCEH#H;x8NFcB!RQw>qrt9U9U-}@#Rrq2Gm>J@C
zs;1+euEX-a*lYDo(4`<}X4Kn2B{k~Nm;ROwG@Uayu9$4Hd2%#ECu6Lh%;YIMjmx%F
z$^~!gM(W60@L!_*;M792VUlF~shW_mJvrZJ*=>gm^r_oXY`meZ271IWg6si7C$wry
z$F^#Sk=kP2XFoJsTUoL<l<%vvIDU+n<P*bv)>gZ%8u1w)96w^<r9ilB<t`YEn!cK$
z^SiaGv_R=R-%|<3?t9SLrRw<pfx$tntu!`5VfK_(U-%;XzazZ#Uf_CgZsyzHttPD1
zL7ZPoJxrt)N^XwvwdBUU4bX<%DCXu=H#36@FON#ApV_Q&HxI39eJ?$_l>xOaa=Ta{
zoS8eB`QlgP=8a`Y_}sV2T3a=>0NNI*4IL4rTy%vD5I`pON2#So>Ka`5xefE`-m9%V
z);Ej>ig}~;CYe%G3PTsYNWVfY-XUHJ*jw#ZX0kMpzRtPx@MfIc8p*y+TzhZ%F{$I0
zWaq|oZE&1R1c_K{Nb&yd?J-Z@3Q7wE^!o5Ri?9=}E!<xf(nDSBJrykeG&wlY>4s}4
zZn)?$ny&4vU!97C_~<EA?`SNw7wjws#|)fUhm|D%m9;6C;y{Y*gVRM}T*GhO2Iz(A
zaymx-gY)CFo9!f?Re)o@nC6Y4jN>z@+rxWn^M*RVSl3k2yrf2kl#{Ws)RSHFLL4OS
zii}Z{kmBgmRMaQnvbVf5a#f1>b)T|Fil_*p+E~xGcL3p$Y^rqAlD-GTR|4tz2RzRo
z!mriC3YUQ%lCnm<s+*B-L;!1F9F%3Bhzz3?*ByCBNKyT56`RN0jeu{;8ox7HAbd%$
zYd_<xKAf3*D1=w=L$7+%#?QZ3_70;&IP?Z6{fnt1?S2f+LpS=-^ht<)4X&UqHx9tf
z;OMk;i%WO^URiNYXTb<xDuv6LJl2K0D0B%gyNb{IQstus;ruAjC6b~XFF=WiJhdpv
zF`qqpXA5xA?574&aOF5B4tAh%;z?`@951b2lE?X%%kED2AF6$v@LS=f+T;n8-(;j}
z;FzUKc*|+!Ng%duJZNUH{o5c-eVN}$iQ4|Kh3^H`CIF0LjU<32E?Ci|bDo#oTrAs@
zcYecyOvS1?1sWTmKCZo(^un7=cs2LTl8XDEmx$*6{|b;0FK8IvqUq4}Ja%|nP6?<4
zysyN#69`%tP#g5(l$)W(bG49rl=EBge2Z(9ay1h*n7?(KQ&|>xk9rTF(GBpt{%3V_
z@x;dQ87m(29El6{T**P3WUi4X^W>XDG~gQ|OOJCG$z8-QJSw+_(}#{ys`L(<$1(&r
z7tBqx+wzV~1sed2ZV)M={F71C3$y26t3^X{n3A|OWP9!_n$Rw6&SXe_3$GGQf;Vc&
z*zBmWEsF=yM0b3&zTS4@t+;0|Wx6q6c0zKyFE-SH&LmPjCQ&NR=8wm!A(7;@VYwAF
zbIKVfR12$e{P?r?X=&$PUl;*AeEQTVW?llzZtufred9w6`ftbC?fS}T{rW(%UH-%d
zm5kpV+0P%OVs7spHYLWuxiP{Jr%Qs+#nAnG8R*_VUSS$i_Z(P+!vM+ZI3g63b4ioZ
z9O_SQwrwVg6I|LVixegp{3ph^z=*L2bQAgeX%DZ$4RrLB=2I+=q86**Aj0+F#fyP@
zFY8S$3!u<>k%n<yyO6%sXmEpme}6?tlQ)8BX}{_*ORJE2Iq|zUTO0UC16YmwN09RA
zz1!5O^Y?Y0fi7vmWRVf8P(qCSAM=WZCSQK2%+~CecR`*g&QTN5ODck4mF$F)+@7Pc
zg@vpR72-=$Wa;pReQLTt0_eiV@BAa@qW#Gr<0Z<RifDa)c>;ND1DTVW+OuSpv9lRk
z+jmVvPNR8G?(BsY0FINocjyTaX_Q;`dedh@A{f^8CacYD<uj=zQ}%!@w+vEdjl4bA
zxak+A#1h>L?Fre^-xv)tXK=^3u&$YBz3{P`yF2y=nLMR0f`l;j_?h7TkE3%BWa|I_
z_*}A-DCL%GQOYfsu(_rSxiqC*a+^YOo%?c~%ZF}r59KnITe;1B7)Elxg&1ZoZSLlN
zY1sOm?{EM4@7T_HpZELqd_Et~+pumxFg{Vbk?U^5AX*BHE&{^<>@u7wghB25iGl3%
zHZ3=R?KiS}Ak4ROb?L#Jwr)DB#Z+Fbg_N(b_>WhTI4_O$dBzLn87z}Lg6c%(d7VD3
zGcyJpH8w+6d$nqjA}8kKHT)SY2kd?kN>he&#`iLrI&W<g1$s=f+tBKg;);T7=uObg
z<_b=EOGLM9xaCNQ_62j|s2gxP2QEf>VL+h!{yxCs`6lP<)6xnZqz{hNGTVnPuq}`y
z<0y-!A3!V~j#{jKyIwz1e(FubwW~>R#wFj<9EAoeLJ<rw8}A_xj&shISMedzeWdVV
zzhK<Hn$)vCe|JduXyac`QqNV#yy{i*Vu1>pX}E~^be8EATB{)m@cu)2Gi0!Rx8}=^
z@|qiEIN+QBOn6liU*D~J0iU@Y7xl*4L4&P(IR%JjF5nZ^nl7_ii|PO@L9%Zj_sNz4
zp8+*Y+nMBB5`$yHjbEGRXBLNQhiP7R)Q<AO2MqyCTn%9^X~4A^Y!mZT?2z*-+qpd1
z1vS>42$)}7Cvl<k(V&e>kSF55ySM7LBj6t*1iAddkvqP=-0LuIX!cXp^-^6^fZqFc
zY`+E@vMY1eP8aZp>UJ<DRRmhBHNIP@XyPnfe>-9fTd5IQi_paxVcPfNGu;jPU0qxn
zi-N6!D@|K*ZAloFRO`3uYSWB>$qo435wcoJgKHJsnKLYvfim5Kh9sO^<}ZWRKdh4q
zs*{b&O(p&2kd99IZ^dYIwV3E4c?5JSWO;wymHwqJB?cn5O1NJi9aZ1nA<*UdYsb_l
zRM)=iR{ei7#C%y_*Za0ZDfwn&!!ku>HWMk~NI-0smMQ!O*7nv@=f8f{=~^%0RMDED
z^U+VSU?lVMZ8Qbs2y=@!#Emk;rVlDz_kz18H4Lg=Z~p@sACkh;h*npJcl9S7t0up(
z7IpMVQoOi1TjpPDM@XPIUmS78;hbz>N@99bbrK3nJ6xhOHwxx{pL&$~KyJqL$8<2s
zea5EAjN2-}7z-RWibiR#edb8ez>f|`T2AX$;~=P+#yPa3!(2mnX1LAmiQ8S7-Sjv1
zY%Ynp?5S<%s-rIWweaQ18ZCErBW9+D7`?_<huylLx~x4L1x#Px8U3z)8J?^n${LmB
zJ=rrq?rW={#XrVparyl+@2#oB)k%q>3D-}xaYk@YQFpIL?t(ME0Rrueaj^e`z@b9t
zD#LG#e2*)F^1MXg`4%0k5WP5cAFg>?Wc`w_Z^$flpXx%e^_|an=`Ey$nTtO;uB?J-
zIoyP3D_L8^xvD3^n{C{~lJPb5Wrb6Oy=BrNDv~?h>vr<z7!uCqlCQSDPxiQ2y~Hf~
z@fS=`7Ft#m-#z8a!sbIa)$;X8S;e?%FQd+FgdEQ_?cj|4htx)7Gc-v!APKF5x3aMs
z5YX&p8%dsug0NGQF!}}_jteSn;+Q1#Ywn*8I-GLK-o8PL<b>WtQ@-qZcVi?X(`%AY
zPnP$pA;_xQ*aP^-9D42&&86dA+$T}K@yeJ`&uMO$--tZ=5FPNy_CLjC9pT4eMMf2d
zaUCmLX$EFS$wp2wT2vPw3JJU+wYlmNGK2F^{s+P#!dKl_Xj}1VSKW4owVD4wtA_?Q
z&w`NO6_(DuQ|{t50Gz%!mJm<rZD=c2VoREKwRTlbM=bJk0!#RaH;HM>281fv3c`Sv
zgSSU+@kTdks|Tewy#^m(h8rvmm&J=)k46^4jTlV$Cb=xcKL5Kb^K4B>zmb_y{k_*<
zpU`wtHJ8gvoos#Bz0iZtQ|`^z8sk0nU2<~BgA$L*MY48xJEeRfM|nhc8q9doba0Ef
zS2g4|VrQ!Vfxer6hJbAkxAO?Luc5ea@JUa|XWwkP-mHHP*RLFLAyy)b^%fKkcWe6m
z%E7v$ROyMATG_U~N-P=ew0L@Nc3+kHyYo?Qp1kvP{}M4w-HT{n{1iSC%N@YC2wd*q
zNK<V&jlV-v*y_()8)3inOHCYBhrj?z#4lD(qu7GqtwU-u@VgMyZz#d%cLmjn)o{SQ
zyY%CekfzcQ`(8`nEBT3^9CPco87YiLivt^l<HJiH{*IDTRoJ6v`0sKWj?o8tl0>c0
zaXwW9uc33Dje+RTdgoq^uQ$Xm$){|mcA6YW3SO>DyIN4;1$5lw-FCw^UgqV8;rYcl
zX;|_IQ+y+E#XnH3HpApOL^A$zUcrSZ&PkBO>^f7-FC_<N@X>xXnYkY3VrGa`v<ZP+
z(s}4XV@a?OIcwM{NGWyhwXp66Y}G8m{<s%=^FtS}rVQB}!c|=k{k0V+?GKw;;z2Ga
z;)xwk79O+}^ZH@*DD#fVzV4lfaLMHzw`A8~m&q&m#MBTQ2)b%dI9l!0x2f<Qag%*M
zt>k#DXW(9Nuq=)k=09{%l@W-NZ$1hV>vt`ZJRUZQV5v{jw+EdFtl)wG=p7%-6t`px
zMzp!EIUZ=N8<8A7WH*jIZx<lBKuUcCL}M|d>9X;I<^<-65X5McK*(xI%228J9spJ*
z6#6GP4||#2$}@3>wCNZk@M*1rZNB4stG|yY4$tKO2#Wo4zt4dq9?~i(Y!gVyTGTqu
zJ!*93EXyzp(QY;l$=e%ob_qL=>6t!|e^OHgbg>bSiR4k+<^E&2R$LU!peJ)sBDpvc
z<1Gw<vPn+fP=Fjnd<pjuPgIg%6^zRrvT~eB>f$2@66M#jj}B(wHZ?;bl`}9G!5R4K
z;mGlk`R`BZexA;#jZK0gh^mfiD9v(=N4=3l+MJa328!BcSvgqF41fh+tog)1dM_@N
zZb*lbHwd{SVbJQ8l4N{n!LOlW>?#h^5KOo^5dLT2rUV};0(ODVg9|;I^6MJ}gwDBj
z##k%Ucd(k3lpx}z<!tbc-QP<O4%4F7W+GsOI9fB&)I6`cG3#*>k)Jkm2;c1WJX8@|
z=(oJ`OBDUsTTlqZ%R<45M~ah+tWy`$V$S|CgMgeqLqQ_DM=jh<e<d!?dQGp`+gWsD
zM`zq8X|mZe3IGcj)uwB(8d_>&UOT*2rm&IiP#t4zdNb$RUG_9EdlbhXwSDbaKU=~Z
ztYpKE!>8wI1NWShq=cSchyg=qqjHhbg;>w!0adwt?6E2XZjie&Os<}Xk+lfI;TN?-
zkd^^AZ-~E~hK#@p3+(9o9hN3I_Gex5L8PW9Nl61RgTjcvY%Ln;Z74B!Ka#C}#)+Tz
z<a_S(oau858xakTA&rZKyvl%Bp0GKs>N31q960LgmA>4RY_h$%=iZZ>`z9u%mVn#^
zD6BkwW6kY8jxtmDHxnS4TWt=0ts+@Gw}KDP+uDwpj5uA7quWYcN{Z#s;5{kjLyR(b
zl%pZPhp;(V%Vc<l)P#9f?P(|f&n2+Jv}@q1tBq}wz2F$4)>^j-Td;NDhTR`v5!4J~
z=NM>g6tjP-FUWB+m--wcD6tPJ;|@8b1~hD^EPN*ncGLYW>?Ws=(--}(w_D2|GSexe
zYR^}6ms<~_T1U98Vj+@Iz8bzz$z((AWtyU`%U5b#t~Td!$Avv+km?XENW8HW(eEcc
zpPyYjq%dqCP-*=XfV89982>;zlIEMLv4ui!OIzTXh_pOqny@9#HjOEV;WpK)|K`>e
znaf=Sl3@+-5)=_P+3hsz{^h8XKDN^87ht{0n0ALRhR`;y10;FhFjywihgn9LMOlB+
z0W)%(w_d-s_%XIWF!W~nKw$V}DyLKkHLF%BWyhbo;HmN8j`?UQ&3_S5OV;>V=U9`S
z;~T*466&Vm<XC$Weurc+rjDDy@40UbTapk+iv$fTYo#OIv4lhV)E?@hdSoNmPyO|J
zBb1Tj`r@=zcYYUm@{UZTTvhEh9kS%Ds4qL91AW=h8R5ArdgF0(?eDd*p9U^L?rNdQ
zf+`*NwY@u2TEUW$cE6vmtdPczberTuYMdIDny*NA+W-1%wmbyPi;J^5zW+H%+wkJ&
zl;)>Df3MD4RB^(uL!CQ>uf_i7m;hkmIz<k>y#*SP&yO7qyqP>@qH{l2_>P!HRzpOt
zR??FDudGu34bMZYG~p}2kB}N2F{E$3PpJV$Hw>@+y`{Y7%+ASyl!E18v)<yqX`>R~
zD%HWBeDg?6RAj84paV~De0cBQXPdZ|9PXQB<;~^$s<~$c)DH%%ZwG2BQRg(GQ-vdJ
z{aNd;yhmSIFD~BQMIelC){JVd?5@T0KA48hZ0-XB0bN|pHWa*7@SZ9+X@b*nRFEE_
z+I&RPZ0CPx&71pWf8OviMdXEsY(<+ir;#3P4t(<pfC_%uj!fuBrJpPmlxYtRUetC^
zgA@%LlWB#<#ZMIu@rUxeRm7F*VBNo-gexSXWnm}0d1NtpOig~C-%RH@i{R;zdKq%a
z*0D{(xSAO6=3oMrP!;N$-zipE;`J;|a9FMWy|7;sw=gKohjg_zO`*GxvC*;4s0q>L
zZNmQUT|xN&@6<%jQTc0WSwEup^t2oo_Z=0{LMV7Og2U9FQWIua9ICvjW&HtK?Zm&;
zDcV%xz97xnlgteRK8Da1@Vf!4kH0;AH@0ivF;qtj$kk2c>^Pmmn+MEVX5)H-)F!k3
zPt#Mc(%s0gzzY4oRWGg_nJkf{qzMCCn!NqYmhjJXCg1O?)gw+-xN4>EM||Joua~y!
z#W?9N6WO<tgSi|}js^tG6E|&|!aeur@rZyh#`}bJdELQ7`dScs^Qo<OBt|9WZgYsM
zXm0nd`(0X<fzT<ykt(XFpYm$PI{KkN@i+1v>5r$4q$C%l(2kH+uPHSDEVsLhbkFVx
z@_>f5JKD3sg?`{0!836T9ZKBq#or~D(yonpsz3aZeDTJ$+4U<hpHAI3j!CVmyRd{m
zG;sSvz3*;nfekUko%4;AHs2=Ol47;aMPm%uz%{xadBbi%zS)AHUN&hYYy5>_SL1XP
zo|85yKSB=`{bMZun8qVHux;!0!lhMCSjH#8Opj7#9>kskza1L>x8DgNUtKDGXNX#9
z6>W=px%|D}&i49y!P&E|zC7W%s-yaiMN+@La_9vI>wq?|Z5uE2@X=^5;140WOMltE
z!k9_p;^Z}1;pFx{4bnz6=(l2m7x6BuIpDuMEhs@Pb>C23zWC@rH!e*cm^_k7Q81jk
z<J)(d3oTN(g}lJ5xllH9tb457R9l<VKd97JFN<9z05TKkZ-MczB3<9&3toX+)lo%&
z;b%5FKFATxYFhKEYW8=ta6_1ZiH)zLX6i-BI<9iCPnX;iN9o9{t(jcXuxZjhDSWl;
zP**b_5rpecY3tXlVZaZGh1q3|J;Of)cPFNOOZ}AB-pEB7(&KI8mAZ8gCU(14wRGo1
zO`m@36fNyb)){KN)Oo$b6ms;_H)!MFr25uX{C+UKW}ytw=UPakGpYn&xNL8Lv2FYG
zE6CxvFK8)<g2qr?(B6ivtj%qk32VrpKXJ;?y@&p9Dv}oJ_3uHTBIm}pemT|#Eqs6T
zpX!HFPk34>Ie_Fcl6KwQRiW<LO3(EAQ83`>W9VGBF&BHpMd}z9s?&`21Y^RPep3Px
ziveNpi^4l~E)E9(6!pdc!B3a28b9**2XeKLO*QX5(-Xu7mh|5L8TMQZzUl8a8Fa<n
zv;SIgWiwVgeUAa}o%f^4KHxAeeb0-K`#kHn?b+e0>FK<?<kO+Xh(T=PTf|OnVsig{
z)6yqQSck@WUg`Ma@#kuz-^X{Ig53{!B$B#TqkNky%kVR%Ha5opKx)|m2MP>gn09pd
z4zq#I6s@Ign|DS5Yf&7clsT|1p_wP>!u48Od#BOq(A&T$y&ZnGngM@UmqJ6iBR>*8
z${$xh!wWrHj=Ddfs0Xg`_aEseZT$mDWinl){WGBQ?!dgJr13ED+MTaoI~OlIzBoB4
z$d!TzIYt27VX$B;`{)MG%s-Hqb+v^F?^D6owN~#aoJrTaLEofBfs!n)F)TSfEbInh
zq2wQ^9a4zotq%qeb?{B~;iBbV9g=S^or1s$<vu#Ir405=*Dq@Mi`rs@GYy<wXVV}Z
z<l&&Z9`=GPEnT2lv7@l|+adP|Hx%9;x`wG&ryW<`yQfM7MrW4Cffe1ganh+=)0Vw5
zyh@`Te|!$~I%s5$JBkp%zD6@znS^+%uUM!LB(a}-+E%u}uD}hohk?JfbjSpySTJh>
zCuoH?lY_5j;%(a=O_KiC`*7x52apb~3)PSLv4zPK<M26_;uoZpfmsZv8=6NZ1yUDl
z#mruBhcaTegY|ztvx>hZEuHc!!^>tTlmSR>H!<-<x6|&BGUJILR2vh~JQL2>8EXc)
zO!DJcxDs01eNBIulj6>`+X*>?ssH8~`Yhk@8~Ejm+KAo-IWvu}Iucrdy7<>G-X~==
za%kWELFq~j{APB#e=4@GP}hx#!tOGS^WQ8C+vF%X3=V+UMO(b}{i34>ZKLa)%1jNh
z?v|URR{qR_dk%4eX`0`S8cRwb&K|Vx6%F5$dp(P_O=aZ9G_1`=&m?_`!k<_F#2gsW
zeq{tpCMB4rL0LcMn-qg?&z5o8M@tv2Z^X4>IMyk5wz$9FY}O;x)@90RW#iE=IVF<y
z0V)qhk#h<9by-~)X*&4F9yc>=N$!zXfB_R8!2DKrurRmDm><}W?f*y<iidR1rb7h5
zqYeIxQ5V+N${HVWDfW12nTBx17y3@dwPb<xS;VikYO(c*Y5uPFyE;!a9Ssjpi^oHH
z?d^am+Z<so9%g!GMelun)}SQ6GwGZZ<|L%U^d4gISg(d=*@jFP_T0<9=V-?H=`-s+
z!MVor&H@`zy_T-7h0Fynruzo$A4s!Qw~;h@-Oj59*pCo8rfvIiuLF#iA5>rT96c(c
zO^9$&=ZvmF#9z(%@_dmj4UT<VtlFHg|ALSSA9`NT!=3H!D<9ge_pnrR*0}rzOewZS
zyRRs&dYE=l8m5q8G_Y^@ZMnGc!SpIXnZe$i1d3=8Tq|2s8oln+3l5c^EPdDsLd&gY
zJX*&kO5KBcl)*S_C$;YU*12r4A;)>A`$7vHvx>GUgiBF#k+ejZt4yZ8tZ{f+Lec!u
zNL7Q0c6N>Fy+e83tLYTH5_PkmneOW2^J<Pu>Fu<TU~%H9=qM|G@mJm|zjn$UV;ld*
z@U`67M?U?Oa*#CFG4Bf$OCWC$Kw0aH_i;n+1TyM|>`Y^ZA-Ub@OMd!Z;jwtj+FHPU
zrJG0#+`}I&v9Ep^IocI!xqQ}nq0;$?#P+)CZw$LqXgOcD-Te>hng$YLEDpEWG5;y}
zBt8(SwXjEhs3CSw4jdpyp=xOvx~qiU<I>WkmEpfH{v7cX_PTz5ZebBCbke2Ub5_4i
zem%GBk55v@j;oG>o3C|g&3pN`W~`?CckwWeVZ&}VCCrq#wb}FrVO6@YFiaRvnt{>H
zOBpER;{)}D`m}+^?7vK|m<T*o&Wp7z*YXb6A3VC{tLH||+lpfr^zKjSjOi@x2nvYm
zSwPvhPdja^?MtR@2-nuYWwj^ir2=8KXnB>UX~Gx*U_6}pKGt3oT4u=mEJ%I?ea*wM
zZVJ^DrSb#4gKDUokaD{kuYW2cY>`cf4HTIOw#67suecef8)_o{x}xgU5%M;kik3|P
zE)?*n5eCLA?4sfK7BoJ*qCRXxZ28`O)g@W~C@aw@k#kZu$?mp|1zbL9f4*WK)WqYU
z62(b%+yt4;Hz$~O5Q%oR4~kv;ay^Bg1*Vf3VSx73X1k&w`R>((DDr2gt8~<p|0Gz5
z1tX*dGr~`m{saN-$nE(m&rdB%knT<>2ykfYiEJ(=Pso_+Q%j}~-N#HvXVPl`z+@4@
zbafXvf<;WK!Z7J(-;?$^B>Q^S<v8Vh_1LKq8h-VrQW;p+KXE#T7hX00%9RlLOo1#4
zH+_g)Q#9zglM=pTk2*BQ^;*<gyA7wL+)G^p{#^t^ficbq`SJdx^EO74<T5ZK1UeU?
zE`rHp1qwz)91^9%?r_CSJd24}@A?^?2<c+?*9ttEjZ9`uqg@$2SRLs<YO=<Mb{DtH
zR1$l4m^o8EJ63Y;4XQ6%2BywqpsgE8m_nR3bfR(0pVZEwz9WtJxDAn(7FY5rbVpK<
z(r8O%FPbZsT$rD>QBe9VZ>=x?1mKo~FXKrUr<5zdoIytfNy#J{m_enu4zzv`8;A`@
zTIPz&C9?&3#J_?<wRRF<_gB)=NE;I~2t#=dZKU{R7%-=S1I`6rculX^*o$Y^6XdHf
zYP(CyiazllMcW^{vW$y3U0;o5!?JS)^k5-Nei?6imW>am|A9gdatvGux7SLs0L8Qn
zAFy1-UAp6UNq<n&+Z!U{^gr%C1$|H!kf&4>^+=dqw4|O(+1MdQ<ala#RwUqOG2VB5
z4}NH5VQe~T;|ccqA9iLF9>#RBXo%VaT{1gq*QaQ?{#_FlQ_jJC%fo3;q`o=T*rPR|
zm4w~~Q3`Fnw0YQcqQ2k6;9W_cy4dX9%G2sQfXODfEJL``q}hI!&I0TI%vLVi77-5r
z=r_2P#Vvbgk0Y_NqaVFF&Q6>3e&V!Ppw~)at7tQGMWTx4@ki@3h2OOZz<YaVjFeNx
zdwqxVQA%|6jXs#6mYCrF^3)eW`6Q9Lq-<kPi}e<l1v!Z5Hs_ME@Ay%V`;K5Kf3^Vp
zE>IrQ6hM}i*O_k$_}}I1l52HcE#%ad9(4@;W=njvn*2@!#Tyasz?YwjQ%MC?1d?}R
zz(LxBw`@pM?Hmq&_w=Sid}t#!Bxq&&J6jXrfhiR~R>zP7Ui5#ty)MDUCJs*g>?pFx
zm2I$j{pjc1JXf;ki%XT~>Ze-P?a2CmJCH>!_2T)rh(dpcSEjY+w$Wr$0A38R(&QYU
z3Er=I>2B1+sqIt8?$Bfj5jWXejDc~o`JXv8<slK%Lz%zymVHswRCt?ZquOE7YY_?H
zy@9u#@p=sjaq~FCdSh$`32(&*DNy75@tF|<L9MMqlI;FqK?~7J{9~<e@;nnx9<yau
zUmg~|>}D~L3TWf<R>Gq_+eI2Hc8?nIb{jKZ-6=>sP+I>FWPs4tc#0p0I}f@5mUzaY
z;Wg_r^wFmi<iwV8YI(gx;~ZW(>NNVxa<yM1{>vg8dj{5}cb%ZQ(a=n|F|vUIrnD=o
zW0RL(j0>*0=murFQjc55xn|cvvFzK5D#Q!FD;N{p_vs)<p#h-GkQzM#Le)pHw42IQ
zHur|_*AT=oVJW{yQFeqv!b}s<HNnTDpf$?MK{U@>AI#>nI~PF_cDq}Z=?yC8ZJA>`
zA@$#*$jDYpwpyj62p`il!|BPHULq_bkCtD(nxCCEi1>Sh$&-V+mUdpcr@~434V~@t
z<mdA<IBlKf*|3SB>`(UkmPdv0NH5LTLM>8C8^<tiFgZOSgnYP6W~z;>kNp8UPvAQ{
zWSi!U>e^VVVUw=5zOJLvZqOG9beSlrQ=0vgs~g{o1}&Y+4W0gYI(qPVPXzE|&F)3x
z;OWNNk0+LkSFxY${>Od56<`a>d)+G1EUb1?lF9>JY%vh_MV<e!CVxsyI!IJ=Qn$IK
zl)to)cJQ+h@kHdQm&7@ueNHUiJzxaSOV|UnoLC&$<%Q+8asA-NX+`?|71GwgD|)&9
zn&0+fG3%7Zx-h3?gzo!!832TK)^92NS$y3ov%uhuGJ<aUD(Rc7tj!@q16b0hXL}_T
z%uF@CTO|@tVeV@!7Hpb6s-s3+4;`F#C^L^2auj_MS_g7T$b2cP9By`x+kzmwQOQ8o
z07>dre$qdX1#Y>JE^n(+^HUeK5WuzQdps`4JdgI5z?xjA%yVFGI_Js~f@$>QT3uZ(
zbq+~%VhIo9=0?uP121CE6c#b+S=i6b_@AYa8%U0Dto0@TaZd4?jW4m>P#2U_Sy754
z=6nd8wa*ySQeyH=jaxDF5UIY}XXE|ixo_8slE#cJu`>k#kLsL1Aff7-WA{QHUHtDT
z{OL)$@th(1xov8&LyVVCT%%)CcPT4^3n?SsgnPxl&VGb0)HZ~FX<I}R+{1;#$U4ve
zrti%&QOHI-U)o#&q^r%lq<Hj|xPob)nk=`06iDCaF&$#Y*O>pD#bee1Q_luI(b)%<
z96>6LO5vD<!G-3-?LEL2$wcW)e#<Z%7ioreU&=h?JEKVP{;|z-VA-r>b`#d2o8r0@
z!38peu%Y+3Agyh@92Z92<&lUTMsOG-hP-zih|0kIIh@E<x)iIZXz7-+yd6<533(J>
z-%77Mq5o^${?vV?M88CsfVM7q5p?z>6e`GzG(KDffc&pLhfzd>gNZWQUR@kwyO#J|
zsahEap+`U^lOl2DbZ-MtdR6y=H)kl7zs;edW1-U?1nuDQc7>M%p6MMzz@&B2kBV7O
zvxr2tDE(jK+6P?xqTJqW4(Bow{5pGzC0d=^z|N!y&Fx!k>`s0iif+~KhseyPeVW4_
zvw>-eW8la7t)7Y;7wSSM)j@_5jw9gL+AQR(v!_qR<(@2w6kv(B6cM>PTv(tq0Bo$l
zn$5d5sV@%z4`S$8uIU35_OGZoy};@P_uXU>Z!69D+UVcOepv!ku{xm@6|mR~)R<2A
zK1hD&+<*bg!48IlStxv`@<T}`a+}B$XA13sYjcRls-@dwhgbI!tCOO|)9Atvsfi?0
zlVpQiknTRzG)S<^98H}!;^4{y_1x#0+NHR%qvw@IVH5y?2ME?WIrFQdU>j)$0x-PU
zSygm>d??9Ve7TIz)Pyk=HzA=MxeNPyp`*sYThwyHvkPv^uX|k-2hxr>QFn=aBX}l;
z8BE9K^jTT}NWeWDnL5mGs_E)me<j?*!RtrVlUTMmGKUUe1By_Uv|t&~@vIjVJZdR#
z5s4(SdxI8*eY3Iw#e7!xFF){zpLTZ-0tBVSJ|^OK2t6Oi?pXg(-7Ls)J07B|WOh>2
za(*w;bNVKWu<JF&&%RdYI!^YA#L!_-iOBeS@G#`eAsx=VIM+ag|3&;o5QaO`xI&f7
z$q7x{UJ!}+y1_C%dIjl|lU#{u##2L0ySJ@VNS@4i&Ti_y7VDV@)09*)Y3FE<NuaHk
z3J&q~6XgnX6JXI_x>{`$^tzS}>t;({yQ%lsB-R138qmR@$fluCu37UK_7K=?m+aPz
zz$>wmQLNa$32BheU?^+h{F+{COR)^__jO69+L<{I77WK)Ec-cPcAM71<COnZfcHHz
zd`bi8-p2=?36*c;+Q5$I2FQ(0O5#ZDbET;pg5&qPi0=36#+BQ^Uyu7c%``*~9d*#$
zq5Z1zwWy*UI#WOC9gVbY9d1tunhw>ij6B|UKu5QTSvj{({k+yH<qI>gP3rI#m^<#3
zCOskoiQahq``)iwDNwCLHEw~0rMxDh!16y(G7ZaULKz=@ue!ccy~+p&kkoeyte$_g
zuC9=(?3jq7o_J?i@v$;X%op6J5d{P3s@;n%AF-P3S(KWgyBxe056$^`9*?vy3UPQz
z3s^a@T$!24%U_!GoE(swuLP)%)!PulMN&sY)0obq3KsbRj;Z6Rvp(g)=<C$uys@q7
zenyS2NTOO1zr^CDQz@${v4Wzl+MMJr3J^qQjMWe^%%<V`2G=EE8HUF&4;()=#EP~%
zvEJ;GE20BE44XkMWB{WIQ#Q;?GuQ!X;?gE9C8~J!eIk7CpYH1LCi|*{7TJ_?0uIB~
z;}K#}e=_@|j(4=kcW5U|0|g}Jb9kVtu<u!aCGrHDqyt-oH-}Q|;;tx5=@sqa5X3wq
zz>>7C^2ovxPCVA_eZWPRe`c$6uR~c_Wbq22&}6T8qu~YpzE@mUGKaUaakzn2$Sxnk
zKP^Z8CTV?nXQW6Q1)NWGF#3+Jzse_jkWN_@-PD~d|7DD3gpWmDlAZn|b7&X2)8mHZ
z6lE$o<jIboXB8pcuCZo#jEJ>K2Rb8c!ec{R75!PN;_?vB5_{3-$Gx>Rc#P@>%nhF-
z1EkopwvytTo5EJ=N!A|B5c)K^$@BMnfB4u;0@XZ<EWdC{wEMZTG7tQZZaNC4J@!-w
z{_(`)#7Bm<-yuJeep8U3@F(?odp7ESmkY?dRb#X!`Qk@5y30H&tgYENnr3!{@L3+)
z_-Ijl{Ex3;Q{d-<Xm6ja82M@!$u9>S=|7KVh5%QksU59w(2O9yx<R0?pNMkwK7~x!
z`_$r?mCek4EjD^Ow6u;dE)tp^O_bIK3!YM$@=3lYyCYlHz@SagS8|;jR@P#ie>;tp
z+p66zKstrCn;yK8te1vTavxiZs{jFip%a#g7m_-mLg091NNY=nsxNY6aOZtfT7$gx
z3gfwg6>xVD_v*$k8ACdjtys`OgF6(7WDQ4%#{p#d_v2=YNSEZpqb&ZG6{Of_z83A*
zGN%10Mzo{e!ljbh$uXpjCLaF6w-k6cFvZAZ>7FtcNH1a%BBD45Ce>43g1FF%HqBtJ
z5tf4-D7o6f3q<P(yWbH^o%3xkGY2Ytsw`Ia4Qt#B%W?^TE;{vHrAy>|UCM+ps#z&n
zB|=<?A{FdlDBs}Kb*(r`|H)MYVUCl65~-#ID$(yojcrN;>@CRv-C)nG3a=l0jdVDH
zZF4#JkS6TgTXDgY<q1XdL_`OtG?zdjLeWVLCRdv2^`OLvqS@@_-2*n6i!gsYvH`3d
z7p_YYXKN>(-mv&>kN3>4K_F49D7<M}Y3U=cfu)aIQqwO<bs9MyRPj4Rj8e5<)>ts9
z;aV$P{iXNM2&9;$7E&TBUfBkNFHBRahMT5k>Wo=bH<rq0{2~Ky2pS`h)a?epzahr>
z+?in3)ERzDB66@^5@hi*!D9w5sC8lX^(3dL236K!Pf7s-C22J%AOY3{Ty>f(u8<yV
zYi)zFvDrC37>du}R|xIu>^*2hni;O=LQnM%o~X!jnj>h;UGR&@eJLm{ex3e=EwY;p
z`v`qC0RNs~j_NQrZM{0yUs$@HukP;32+!6I?TK?#2&6|C!KQLqc8*)lVde(y>1%C#
z?gP4VG0~n5Gb&!Qd=8xKQSCnCjA1?ct$g97T<kGNdf5;uq+oQ{6$KAr!2d8;Zuh>@
zHz4t*$y~tou$XbP%wBV*CE<j?f}hYnU(krDBE8cGA8rV-m7N4}&#tXMuqb}A3;&w1
zDC}O=FroGp7WcoAV=|!(FaO+5*7rZxhgm20>wD6AKs;JemK9PSf|4v2hS)br6Dh&`
znjh7IyCy_@^(EQRSu8C}wqJU;ZrJRPhVB~8Ojp^w&jg?Y{(z$=wWE$Cbg6dU@I>q>
zpgG+cTqsEuy-(+HR^>{6`(a87-MJ&4DcB9pF*$PKVwtZzoeEXk$Yq3W^csv9gvjO@
z6^o7$hDSC@10<y?gY$A(UT9gDUM<>cQfD~#$=TZVP9fT*2hp1QF%MUcIY80Xz={;i
z%JWCf-`cC^A85pV@n!ozkm_FZyNM&`DkdRsCT-uSBTsi}$4mM8<ln%Rh$sPX@gIuN
z$627Ja!YPQE)PRb^nW=GuRw|->YAqH0iZEPChXn2`S<@o@?{vzJ3FsxWKGv$r%II#
z(04_Er!~oYzAfOrTjcm~&a~$z&!=0OR#BXiZhlLPNp-aDsjc!85vP;^ZXTD~4#4d1
zl%QxOjb*D|9oZQfU1{=~+<UbC=CFP2{UPpHl}NAbBxMMJlN!HheuxoQPJ`&YMsrW`
z3ks>;FLyqX?F~9p5xLZc?Nff`Gw3+(XL+rCM<?TWFPL7Cx;Fj&>H4S4Qbv$$xCOJ!
z+B10B{7DR{gWOxEDD15gUniUMxoZU$V*QbV`VcEy(|k)n!UY2kkX_9tZ@Ohe)JTBx
zfV0Omtj~v7X;)(zC_7YsbK>v!#r*zkALNSBslfLclGFTZaYJ$T#AS41_B!k-(_;@R
zt{#ezd?^V4WTg%XFG_;~j}C$ZM&WkZM_>7#HtCk-ED%KH43I&xU4|(6Se<oY*A9;9
z|GY1_jQb5-dl@?~+}Jh%G3!5w=ujCn0em+iV{gAT1M!?v^W9+kgXLVq>f~nMlnlUQ
z?~brw7_A~y^wso%CNAba?3Vxpj1%1qeqN?uf+yX$?$~=gj%eoQR_Owl1^XpJGF9_y
zh#P^;Il&edm7cPtZtDj?sVa7cxFIZBQewnL&<reET$B*a<FTM8YzwKndTCWix%Jku
z)fLS~oE+>;LaW&b(vktFvX|^9f8si98sAABTR-@=GO_@SfB`*eNZ?uQ{ol!JgVp6u
zQj5}P7omZ@xvIDx!}*9P<Bm2j+v`(mWsmCzRDS!8Ya7T;C%mB7+rQhN>A&*#<{nMh
z#(C&sQsq3e7M0&5?w2rH^L|Fqp7RFc;@vqj?THty@K8sPKij3)TbFCKZhUT9`*!eH
zr*E#-;rj9vu%+zs%gXuo{o~_8foraRmz|euj&?U37q8E{JYsImFgXZ|JA^NVv$`xK
zt;C*7NqH@oZ?h>OZ1<(kqWB>~W?{kxYH4RbPfEN6$uvEjJs)8xnywX+V$Uyov)H^k
zr*{yy67n&$EL$7Chohs~y!@?AV=q^s7tA}R_};LZf=}0pee?p&Mu9<PuRI<9H0ONn
z`$hVJ6Sx*6d^>gaY+ll@ghxXnTm7&0BrU!++GlHPs4o`P<iJQrXaAFQBJMG6{FN?r
z%h<!bKcDW9xUIa#XLa^gHxx9hB&ttt^zR(Bzr2+<ncA3Q-}Smz`1sos{wdC`K?^7t
zx{A|!{$?(Z$_S*DHV4waF0Jie|NY1Y1s^MfQ+N`7Ew5I#r*^Tte~^tuJItb!(5yjS
zd#%{C^dsaSwPLxiliHVCdks=kLNK6?S?D4-vV%isU3MlO4*SoxNYi&_(ETZV&=~L8
zvpb~A`}Dse<Fx;v1o;hy&NRaGG2(s3$CrqFUei;NBDVwCeAvByTx%5-j!@KF%$V2|
zh*_%^_Kv77DS;38?Id<87<^6Sob|y;7Pw<-Os?=mLa!X!ENr-hm64Ec>UI|#-xp!!
zZvedgb1!v7w_JXbN+<J%mot38eGl-bsSY=OQTHGnJSLVEFL4(8-$3Wyg1f>@b+3W7
zBBTU6G<H{VJ4!$Hq)=mS62!WjLZmhdzT>Us^H=Y%7KQpDHn*1<woBpSfAxER1RGhq
z&X)&PS3y|~q-OcGA#$&llV3??S7&zeUo^Q^+1>OBcFsEx?IJlZ!D^_@!Gd_4z+t}f
zM{Y$Ehn*=t4%pdo$tz!0`$_<I7oEnKFJ7J9=m<-hlLLlAY{V6?PV@*yz;tW0DpG3X
zN_EiW6I`G2Eqa|~gn?~VmVZ|Xw7D;MX6pcDzOqIdy*v-IB<#)X?k#(&?!DZLtC!(d
zs(+`{B@^PrdVi_#`@pDJ{m#)1fjdC4+D&EUL^P+ktYfOy-XK8;Iy)b5NX40&{^eze
z9lH7-ynsImQJrUm17@G8UBA-8G}C?&mrF=KHrH+nLJDLG^HzjPiwNvfM1LBmO)Pl!
zMETUMw=O1r-pLAjjlC@wP`$9$xNp3%?8#VtsT!REv_2h8GmVQp)(Xb*Qu<`(q&&*o
z9HNv#1KLk`VG#2UZl!jzTl>=|U8ndx>pj4N&pLF;TGaTUcBid$qix{1BUjrHDgokF
zx`;3nxG6U+(|bLOds|9Kx3$pYrz1e!kO8oGh^XdSXuFSfYy+RoqJ(2g$4LnnIc}dA
z*lS5CCrgov(1EQ7gp6g>=*?;}U79E&Z3vX2x1myujWyxTb%r8%CI1(X@e*ExeVnrq
z_su2Qq(yi>Ma*vml&d!;XKicM_!|350Vpb63(5wIm0u6SbfrJ6dwuL^W$jOZ{s)Vh
zF+d=&_F5~m7;{0$RXi6On6@oGADty0-c0tJE)Nh5Rz6B<nb?uAXcfU0ghXkGk)Irs
z&sCE#Z<h)BbR=`VcIXH|apcPc{x7OWB)>o(;Zt`6*Bt^YV-e{x6H<qMb)toJ4vN9P
z7^yAxeQ(^vB{WE_Bt?a-<&*$A{?%;KIPa}~<m2#>nVb+pYtxaAf6dVLjsF&s=YcKF
zSlppK**K%@J9kHm+57ET38?K>H2Tn|(?Kcg#-&1cWj8j@R;9ios~GW1t&;N)=qz$j
z#+w7Wyl;!4rcO^|5!%8d>owH1`VZL6B?1<Bd2RMuDtsw3sWkF+lqyHa&4q6*LRzWC
zAaKuPu&7K)dfH^nk4e(o7pd_>Qg;M<C_qG9ohytR=FQpZ<fbXxj;Ae#Fo+98JE^hC
z1{dkdrcB(PGyNkjgJOCKp(3I_)!Dn_;DC-CltAw$6tL(-79O8Xe~4p_j(MFo9(L5E
z24%I2sRLLnaRtiAuRwYOqdEXS(lpb(TnLoYbsS>`fCke49nc=kd{E18*5fPDe`?60
zh9%PjBLsdsar^z6&B{7V9ejH%KBxKg(l7t{F$LC=+uH%>NNP4hpty~0pB4%`l}fb4
zArBm;O9NNKX2QY%9VT;OVP7K@K9+-dojti^f3@)}*``zVyP2q$GAOPp@#pzgK`^^N
z+%XF-a%?i%c(=2^zP}-&+np`Q=S1tXh(-(>H!}-O`I>E%JSw%%EUC5LZf=;cD-3mk
z$r_-5l%9K4U+7cH>6k74&#KVhZkJuuC40H>@5{D7E7Bp7BVwKLk2|gH+DEClA>FKD
z@lTE?lvzNP6kYO}?ZsNn=#8OLu&^5Kzy@^}*K{OZIrP{3Tfb&L5DO<T#hVMO!g~n3
zmJj}p7Lplh4`5cm+W8tKZYCRFihB}4_Ex4Y3fe}FHT!KM;#3o2?Js#gHX$u^pTF&N
zDVJ`S(03{+c9zyE2_%*Le}_)qb6?FT;o;#qsJqWjxM24f(g%2P&rldJJ1YL$uwhn_
zVIHOWv7P0iqmPKklP@RgPef&9<qS7J5EuG7=5!~-YqPO97MV_M196hOTL;5ugZ(~S
z_XVCL(i)?Gt*k7U_|fbGX1(|DScB<Ofqh#h`SC>Z{c(QrOXIhu3I#<d;<22|GkyMq
zH)<LsE*^iN-Sn@H@kp+u&gX)QqPJFe&QE1DVcxCQW-yJ$rdPV{WL4iU*br9Nx0zV%
zD4dn4@(R_0ze@DijI-)itTQZKH|piQ2E8{hHsvk2zNoFOWB(8IUmCn7wDFop?E>Wa
zNkIxx3Q2jnqGDV2S_3vVg0l(M)CoLveWhuwaKmc!ga7ml@t8+GkQ|<}B3>=<BU|M`
z1##qI!>E_npZL2&l(+UFNJ(+1V}%vh*2uhAy)H(Lc_~>nUL7e{!dk_9`k4U?XkC!}
z#$KpJ-3fy!SrF0}a<X^bL+}&!{ebnd$scHPYqp#^xFHgHt7=s1**7<9yZtYIXMSSb
zrtL3x`s{d0Wr?SscuV)@80zF`ysaH{LBZCu2gB17%yNKt;?qKN*k)0Qp{_DWJ2GM0
zGjMupl7x8T*OQkwh6f_hSVxkoxY*!#`KXD!uUn~T(vv@TCQ_gHr2Z&hObmaPXo|M}
zJGn5FVPp8tXy|?>#jbzn8+%lc8Ins(1pru{=*n0K2_t7$Z!cI|k2MSx%)`2YN+jZ8
zgHHK~j*9EF_%E8j-5DoSS>GmVaw6_L2zlS{7YIbf=o<>z9_Ne4zfduh*q-*Ri@zsw
zjSWF&lNL7kGU<oTdcv@$Nf$Fh{Flc_Wy_Zt#U!S9VOhgWZE^k5^tG+5>8njgPtx|w
z>)(E0e6k9PsSJN^IOW~80GYE9eY+F5#ab_XUIs+D6c0t%=bOJ-GxWN(ntw5H-q><`
zY@cCH-gPaWlu=v!kc9(g2JWG_nnAsxP*1;EvfH3#MaKOa+3Wv}tra?02t6!}j?im;
z=&i>l5g*#JvSS#d(D_n|=8!k1zn--#+*B3sTTuKb{(V04f%KvAx{+zR)x415Q|T}Q
zwwq24a9QDrRHz=DWSiT|d4t{6E1c@uzP+F*>g1&PG+OLuGPEtUG+6`N!4zZ^G#byL
z*q1QEznl~F-<!H}Rb2*$q$^j&c(zaw1HeqUuqi0H?TK$_0(KeER@7WOw2CdNI5%J2
z@DG%JtlF4>4?Qt^=Ee_o0pt93ANNHi&oXhew>P(MxW~D!)irlYX~=%VR&0}xr<9+K
zE9=P#6N~bw%EkHTdSaQ1&C&5bk00|`<XNW;F6K9os?xr@l_ihdW>&y%3?3fij)<T3
zP&A$`BgE@z0rE?WGq<+}CzuXMzB2@O6gS66%hJy*<ni&AKzxljzioB;V?!UU{u+TG
z$&mBEg3~0n7_EsRPrS8C$>deQMFCqip4|WRhjMeYnn_T{`XSqAcvVI3JUa3}sO%4|
zzxzSS0>m$Yc^xGX%@`S9s1tqB@c?WYqJ8(S!lg+o0}Vp~N$)n+JB}|~K?!6WWhn&G
zG+F}~+via+8w`@o^!)68%Ek^bRA$zM4ORTP@iv_}bEZ*mF5dz}GQ(Vdq70^|`<%&n
z+(H3~P%4LCX?yG?oSn4NLYuvq*lt}o|LYtu+wx{Z@3J*L_#z&p0OY3Ljcsgb%9H<W
z__sZMi2)?cy&2;``$wCIId0rm&L92ExiiXEpEH);in+hNU3B}SvJo4vRnc4oC}mL8
zy1DT$^ho(t^z1(n?aASYRXb{KRaE)UpVM_-6fxU@NORFwFQ)_?_&PKw+M_0SojLV+
zu%?59VSI<nVUNckuKM9e%o;#9$T55+yzlwfaI;owq@-H4Y1Hu@q_Clp*Z5{X8Zi!=
zhAqrGqPb=re}pTC0vMUsepgaEa-&0pVYHVmU&}a8{&z#t;kb28S*zJP^~QChnSko1
z<I*y~GOUAbhGnTG0OyM4X@mOJL(?|=8J&eQ2!j#Y?!*u!dGv}f^~6V@#H`M_9I%Fg
zD+Yh0GZmXMo;s=fB0^(@>)8B!p}S-vlu|Faw$IB9LABxcYbQ&a#;C~)FT}_SIb%6g
ztG{37Oi#_cqL&^^$~6Qg`1bH>zP)${A@Spbd^c3u7vrrDgO-GyZV$8;e^(Na`CiuU
z!RPe8qYG;$ykf0UIruCdA6$LwTEaSIx#`g6xYQYlOAe^L7HL{!gxdiEpS5-`YGPrp
z)W?TvXPA1*QHcGSZ*P|O9WF-(Ci7lMdk&4o<qs7%;-AgYsh>=trm}u=lK#vxj!|ZF
za@4}OXHNbubQWCYYkof$NZ#EbO}}69mwA|Ocif~2C=*hz24hgpC|b>pV5zedR(G$H
z!hZO2Xd9Qqwhs;NxH6`+)GQY3-gM9Z(FM0YQNuPqQRv=keEoscoZQ{7G_lOkYEpRj
zYS_h*we@f93W!zH)lC}VzlrdE08&N6lRB?-6bLJ48rOr<@*HA?Z^`IM&6~o419o!I
zsOr7N==HML_kPbxpFV$pdo%b^2sSM_>wSw#6;U@iXOV4KQ}z~MQIzhE9T|sV{idu@
zIeWOhkWU!pzsR7^Kfku!%evC&yndBeyh=YJJ3sq_%n4CL=|T!z?bSaJMfY9!WqTgl
zgTSMQm4^3i)Sgjk3I=2lhdi3~RX3ZqQuQ-)(gXj7U1QVEd#KkHeN+6k#KV!pm9k@e
z+~bb4i*iXtHZKLd+Ml_~FQm=S3d)S%W_N);>ZHWWcF6ma-qXIH47w_D&8qc8f~NPa
zqm~<@-~kBpzzirD$(i0L4htOBLHAGY11(?OjHR`J!HWtx!Ow;QPQU-ylNnTytX+J$
zLayf%HR@D^6|12HmqkKU_?gvk<?La|Tve>9^675DYZP}D^bX!Fu2F<rnZqq;d6Kky
zoRfYK$l&G64<if!!cyUiW7`(nqbF@PlO|jo<m@lKiqGQOq|>{*!g&T%h^njBsI_(}
z`@8Da?KQn;yTZHTBwFZ}LLhbfp8;BaKm5>STJCW*kn)^dpHbQlNWjh}19+^#oHD-v
z<?gE-J9x<K^{#HwlWi_j27|Z3V@y6q3T;pJXYCPx@waczVz$qoP<N66&mt7GlRDVP
zbNT0Y>1(U>73{$>5!)Bu@jrQj$>YzwW2Y9*mN@0SNlGw*4ETBjeIzFgu)3eeP@AxR
zi<jne7*XZ^4z-mNPbszvroBnOU6yzrz8YLr94bU@6Y)pb;*l_GxMeor6vD1P(0FQn
z;Ig<m>}-FVHtx+D5AG}7j{i6hC=x#XVT*rw#??lCY%z*|Ufh41Z;g;4a`iPo4qJ<i
z;_MpGNK{F%-rtNb%}YL33*08ndtxHjqz+aOmuIMl%j186ewmZr%H}@Vg<n|oIYJJD
zlY|yi;I@Bz=U%s<*v9MeTV)l0I9nZlE!E06K2%g5ymUI=z;^L8bJX=>#ew5e?c@R7
z)f0E@kqfg62IfJi(Zlu7oD0vjTk3wS4+yhVWI3GweKv@)&RF9Pn=y-?yQ>x#G`AXt
zGLKbzBuhU2ehNx|`Xdk;FiWL%yjq~#+&dnr3=Rci1H0>{lGcRP!(&}t&CSuccE*nh
z(frJ!u5mC|?!prI7Pr1e<RBjxMy;-*LBBj+^TO1XcvUn%I7-nfU<xe4lBj*+i4*SK
zFasz{qv1>~nqG`q0tOn?T#37}yO+Hap!KGaaFG$8qr0TF@Gk5QJ_A#JL#v!YlA1gi
z190yY$3kytJBnl0ar1H^%;taPn08uCt2Y5kSRm~X1rKbeJ=T+n`4PDz;t4ySwkWbF
ztd88EeWY!eP0v<(rCovCn|?B@W?48N-?*u-cVWI~Hyjm3Y%Y}^oiw$4(PO<latH_f
zbKDLJIaf+LtPZY%W#ihe_!@$!+W;Iye$`GS{g=J0_H3F>bdALmdYdDN-_}JWK&((}
z8|Fk#BZXt_f?rO553G7{^MAui1Tzc{{Vqj(NPDV7&AFB!6<XgS9q*R|dj+8Ig*+wc
zf!+1zPiL_Tp2_n?iM`UoEWU02p8pqVX&l}_C#Zk6F~+U{rm5E>?)#9!rxb_0+I6)e
zpRPd|MDxAlH|kd61%#bzSw+#T%83^HiBrG^%GVDw-eF*}kots70#Xdv)p3yk6cMp~
zyf;-`u;NjaG{E<RM&I^^u%9LT0HV3cx4@CZU*c-Z<G4pXu64Dv>RtzLnQ0{22CG>r
zj}WGTk*E5|3;Y*S2!M?MR+ZV~{?rdaPSA;@C|mJ6$<#fe-EO)8MAhhYYPv8^e=Rch
z*M+QYT{8`;i)6FO%_C2S_A!&jaL=@90-!zgDg5PBdi>um_Ux8tfbk9O{Yq<B+wYz6
zoA7}yfF~<_<?4G7U)O+;!3oQklG3iEEXOOFrS?bRV#wvg;M86~4>R5-ZP{C1lR5r!
z|7EMWu)c9*#I4RFh==$?jjU)Lb&eC9h!37E(%Lo!+%R>YK^V)5A6ORgKLq6g{ddy1
zi>uwwf1s0eq=>rsG&NQfcG_n$TNTge91|&g@-V7|r9~?`RSV@OD9Bo>3ZOjg2&|sO
zk;7xpzkvp;$BFuVbQZeD?E0CkeX%;R!Ud5uhaW&xDxq)5*lR#Q;`M+^mbcBOw60GT
zJ;P9HIx~<a%yjp(!0Lx#0dop?E8GHpg=c~SWeKzNO-V^s*<<o5D(&d|>|6{jj&-~~
zWhqs>D~(YMTJJH?QW_*f`6w&t%VA*wHZuk9mU47g^P5+(#?nKR{BYG+yLexgGg*l$
zbuL)>I>#z8p95zH^XBJ*E{Svif<1VI$2<CeV#=9#q-BO@mJ((s#{!L7fVGP_k0tL^
z>t7J!;Z=5#KGnp@(&-`MwZ_xi!98Dix!NPzOURqgS8s|N)G7X>$fr|cufr^x@^yOV
z$i24L3ukG)a+tEnKv|RNWIC7PjpLeo1Nz&XZE8ToHMF&X8n*_tU@wi{zMk-6^cLT5
zO2h<M%jdtrXUWF_lO?sl&Ac;7-k6+(-_8bRG}u+UaO6_tLor3aC{}_{%edZQvbMJk
z27R){)2E^Wx4t$oRJ|!6YCsS&abVfLwn7Zq-Kia04KpJcyMDH@xv@eDx7@MZe!ihB
zBH6tIViRjj^!r8Ga9GqtiY)3Xr(S(fGNXypgc-=kYoq2r4?b>Wi_GGzO*i(OAJyE)
z)0c~ed-IQgjsD&Nc_Wvrwfv93wHAMo?Y~;P(q~qJJdn?O2#u31vR*RpSdKcmlrYg!
z<$Lr5@0YffuDWgE8S*!S*LRmg&H%;GK<(UNK}n|f)6*{BPu<tz4r{$a;HR?g?zJhO
zU72g>PDn(jWQ9vnesyUFX4v`N=*7<Gu2j1lyCsvhfEc6a0^XyzIzR80N(?9kFG1y#
z&aoh`9&~sca)izNA4lgN&-C}l@rh80(rq%ALMwMF<`(LkOF|KH9pNjnxes%hOVPz$
zs9aXLC9zzGVQ$SW7Gjud+uZNWWybgS>GwY#vwe2X`@GKU^?VU55kFP3iUpp8dzpCy
z({50)OZ;BmhkKL(oC%p+O0lp1HqJc6<F^`66+;Qf=^2kRpYprVW_X}dCexGAoul5$
zAlto>jr1p{xVl3p6<}<|ypXA_f5kO`Gf83Z(EPyX#?N6^I0kECXk(zam^7ah`dcO|
zj{XHA_QYF#XJd_*B;EOMqI)Z!bBt4js-mNTNQ9$_Qv8V6%?peQQ#g5`n;g=Z+lYq`
zkq?hB4I5r+cAk45=<oHX`2l)|2A;*fjo)qOBFJ26=_rY;H24n$<v|{sl}NYSOs=6_
zdSS8W#n^!|06lzfNyhf>fvs2FB4hmWjnU!Tg!YGmcn$tzoDy*nrfPKV#jMWfFmvIf
zQ;lmi<|*OPxqd*Sxw1~kO<_dfj@LkUh<ljs(mtj&Tpd`w)><lOCD2|_S-<Ac^f`^_
z+KL=*ki<u&8@f-Vr;`wuA|GzhUFaMMyqW<dG~!RN<?GR9pitFqCm5(FOamgG>Ns7S
z`515AOlO$1FXqMD=(wpY(co4Ty&v&-7{e)pwA(BzKPK^12tv={9-41q$lHsV5`o1I
zPFz9FAE4MMFM{EGt?azyr$mWx4z4r_4IRF)M*xArJZqLiVk3q;ety&l(E+r}xi~|(
zE|qf#X??%w{%mLSu%wu6W$dN8NMtLs6)+82%jiXA<v50__?U@~kPs*}=Q*F71ZSD#
z?{8(EP4Rve>4;o4PIt9AUtu+Hv(SP~yeiP{Gru=f>~<hS-JlFMzV!6d`(YRJ0ENvE
z|N4Rnnev2+pWY|}la6=t@-0~j9_cj#O)5HG-{jl)fu<Fxr+g}r2Rs&>tj2xzPFkOW
zLjPo8mocI|ILA&~MMq5OL_}Wnz^4b?oxvi0P0J>y@>~a%k4L>f&JTOQ16E^TR-=<Q
z6$LE($1}Wk#T1(1u0A(&0rvzYcWKM&XGlu~Tn@miM0KH=BH#U*n;k)Ud-^|%Q%nvc
z8y!qB^~$xgbqL3xF4Mbxm{$1K0Fw)_5Ugwtly*ImK=PgOIBE$xYKH_xp;4M*)6UpG
zJn479WUeP##hcE;1`l%%6opGcy;e6$5Ms0e7JddVlZgZ1OCOj6VR!9TIDCaKp^CJx
zaYgWI3i|YYHvvOZl-~*Z;4ei?8!4&*w#iR){^zGYPHh@@hY;<VfK0-alJ5re>FC1o
z(ynEwZ!LfBs-RzL2cL=h4i7YoyLai7LpX*R%jin6<qBIhZ(eB2*+WKTsft=5ZM}#Y
z<E8Q88NV)MFp=<0(*Z}%VgkqaD7uXAqbYuUwI*tE=Y00CcpE|G6AGlFtm+y>(jDX7
z)Acfs;8yc2%>axbw{kFn9$TRe7nlcHTA0>6LOn6_ZL<S7E8=X9!K?%%xmRfi4UUTH
zI}%s&y8u-k{^XGh{ZwGW_1|tu?hDik0w$b*BTa-qwXyko%*K!H3@2xF?^!G1rJHML
z;#nX8AQ2v+sAqEQX`8f~owG($lO$58S1C0*diVlO;s!AvPuoDF29Swvg-owq5A<HB
zt|k4`#yfA<`>DSbonvMr3U_PBP)PB)M5%WQ=_)bQr26l(nz(g{K<1^)0fh-0D4wlK
z)<3w6vH>FCO$TWE+tmv~Q8J+)%N{`@a}@PV$7$M%d$C`NMgo!i+{(2_V>xAcU=mQd
zVK)xqt1p`&;TVcN<|j@HSRdL~2vunvDM}Zot0RslW=8CSL~BI2br)1cgL;f=a#u#1
zyU#mCsS6s4V>5Yzn#t>Y8wF{lsa`A$rSvOxZlw;e|6JQ(57-LC=vm%Yxqd{cCOeM_
zaTfR4@!1Ii%cLH!X3%BMJ=|0QF}YH-UrKL;>2`q6sr=Q$2XTj}IROhiW>*_KwOSDS
zk*(TkTgWFi^ZcscFBiy}<)~v~<IuQ^*lD_gXvWR%uAUj=2uYYsSw;F5gU3P7P*djO
zM3%yZu+aJsDIT2;Xx03|iK1jPn@KWY+{1mq{JhmGWMv!y^NfGsI}Fum7YS-_y!A!5
z<m$5X<J&4nP9)y&>mB@eEJ!Oti(EFno}Zz8J#c7;VmUruKj!R@A6#IT(E*rbEDx>v
z#Gg0sHPmyX+Fp!V&5*o#>2AN0N!)!Qf9$*t@Q8+L;>d5q&OKWpwYebB6vQVrOYp*n
z2aJ0M8T7`(#KB6O6Ulw?z^kwm&T61=4G+_<RmL54p3mV2b=r>yfknp*x?H3qYTbEB
zx*D}jogjc{Jx-QLs4bK;KLkumGdCMX0kG!oF?Uo<dHRz=?=cewH9E?WepQpRGHv;H
z0PN`~)wG*I^SgrjviFM4Z_rG(W41dRPr4o;cDJDg#3A6>*CLekyO<$;X0(4=2>pg|
z0JN*qDc2*(+OPMVpH(ENuY$6^Ykk)<QCf~+0u7uQEQb#md;JPDkbY}Gxc(~cD_hai
zhd8s9=CcOgTcAKwf@(|XZMsjCw)QjhIHsv_VV~GI`5E|TVeAcr-dt-!<onHB5`ysg
zGs*MhI)k##=u12(y&;IAQx+d;Dx7FzgmlG~QpQ7Z)uj~tXW&K+a7dL1jd?G8YfJZZ
zdrDHQo$nP0e@jaA2Cx(fXjD_HixP~<qTTcvzd_Ungs%`wU~mweJQOA}hhMgnrl>|K
zAC)e>ix@jI?3bKqBJJ=XT{+mN!WWH{EY(?3_G{Pjn<!8%2gJA#w#G8Xp-$!_5bY~Y
zmbGShdrt-jK~(MmUDb&~02lXd%9f0{6y-!!brgr>(e}a<lUd;&cw-`TbHK8+q))P|
z0tlD~NF@7Rc;EX2a^r<csTzGV?rgJoz^zt61J&!-mE__Zoy4*4zYB;Y^!?f-``oUu
zv@|?CwoqR=x3aHa9tPm10o(T}@G(?^s+uLZUEDj1+0--(af2q*rr%fXPIr!5b~NHU
zFU~Qb<^X1e-wf?BR4s(>s_&^bRNBb#Ee8O%9CoGET|bYU@(nur=yXd`p@jIMn^+8V
zGlrqD%cCv(zV{ET^A-)i4!R~oqKt&UF<I@-&|6_s5%yZzKvD<OeA(9GuDNjC749Kw
zR4&)G`QIVin%jBQ>YHGCJD$t2`ohPiSs|~qSiAKf_x&qvscYl@%K>4CP2=>{E6l@E
zgG<MEoA|7CWCKs>h}I`>L}$$=pfBEkA-BPV?O7G^(btqx^!z&MTaZDG{Lg#nXBiCF
z>XLon^Z?J;8@7nKay7>+LQm1?S~HYd1e&FQZ;WSJd0aXcUs@w&AQChZoy5B}?Gx9x
zhWGmWc^Aqj8p+-G{<lB+5IYI)h)?>XXjFPoRO1q1TQ;>48XX<S?-yqRMs|OfJU3=^
z#Ue&m)7!L5Ju)&&w0U7?V`GSH(m63<<x%?0#}dyxu<1OTY5d~lWb(zVgC&3GoLGkR
z34yoU0DMC@892b|={-{7k%-6@F$o@1PbiF;`H-2~ur=A$1N0;oEQ|&&7{vt`0c=v>
zM_n7E6}YPZWSv@!YKx@s)b5!gYUl1glTI6{y|;Wd(AleJV?9g3zGp8-Kpb8L@V(@;
zr*OoARZPgVb=^Y>YxU4_%g7m<YLMF9blITeL{==#drQRIywJW7vV60?T-9Ri=LOK2
zR8l|hQ9S=wu!_2`z9kVMxk}v%L=%l|7eh9xS8tItaEqA5)d9S=3O3-CP%^1M5VCxN
ztgXVWXeiEtY!oIu|88lAh`+U<9Ni>6%;~`o;*4AhT9C4Imnq$0OL^7GOi-){rhdci
zjabUuGQ$H5AKpk8e{q^U@*v`>r5Y5JoeN;s>Or9B*HpECo6TO-IJBqc9OI0mX^M`J
zorbV2_&@-IH(vGi4GLWy0$v3|LI-C|8<pqE$@Lmvl4JS}CC@vJ<vbTuTZ~Q!>iwOv
z=2t0mBs?4@=_YL@v8wO|JUfwVW|oq&y4Puh$r&A&yEq))CBRzsT4aB7t&T+!URuRl
z`5Xho%pQA($a6YIH`_s`d_E5FZfl&6=MIuwkLixOH^u%)_chgwCw!H-b~T@#R<-Er
z)lgMh)Ih+wodE8|_E6Q^d+$@80#Ww-JXdN;4}t5{iBm?-IeC7+_~^d!!Z=x{T(9vX
zB6=Xuk$cGr+=C{=8j&rtH<9K!uf{bNCyl~Y5w-!SRCH9~3B-Z>UWxWe^%*<&Vqw7_
zZ)f>9VCIt|K}|@d_!@AB9rXi)%=Z8$Yz=(h`8i$iUy$ly?Aep?!G+L(L7?X7K(%pU
zqmE!#aPJga>cC!M_m=IJC&}ZVxV4f7LvnhJqpqEQZ}5r5K?AbduXOL`xX4F*>~A_#
z6?~^mcw`^&k4RJ?O5Kenh<oE3TNDp1^-&6<Lc#5P)nO%j|6m;Hta-~}sc5(yQm5bd
zeWV@S%e}(85XOB|#Nu6=Z0RwJWWVGTQ?pwSTUCOZ?biJ8MuhQIRzc%|C$6!?TBT$A
z85}@(q9`7h-+E#LrenEq-2@R+5#g-p<bkO1>JQm(p+C=ll<<BKKk)Ntgqf~H5+SVp
zeidw`YI(y(i=9G&GX_VLgX^d);1&cpcBP!@v5<=YChJoheH*ei0{y&+hjlvK;d2AO
z`Y2uhWt1CsshPKJ{a`x5*QbLMQgU_Vu4?rp?lb=G*Ech8e)7afI9y>@<R(7XvQ9c4
zoFMS_sHIPGawXri4$m>Mhmke2QK;f;_LFKdF&tJ=Iw0>5pU5o7nEQNNd2bQO^nKu<
z_bms%M3cMe*SiWRGVsB}z}4KGe>a8V9>|82CCce&ey0M=IawaDCRnqYla(D!YI}(X
z#IB`waBbaso@Joa-u)1)B})jKFVQ}xa^U);b{{Z8!wY`SNUXcqcuI-tlzWa^ftMy#
z?L=us&9pe5KkDr-85L!lPu#<u+rDIe7mgYaaq;^_N2!TC{Fr4HmQmWvLTeEkQYus}
z-a5Qt)$J2-CUZ=IGog<L72ep|7>LU=x|NQ%xg`%sAg#n%9K&a(jQ<$lEqHo^5Kx)o
z^?runBS}yAwBen_f8pb-NO8piQhpoI23qq<N~#8cZpob)wZ__W!cYc)U0|EE+wZ1&
zO+WtUnM?Z2?H<WibcIN*u<k6F+#A*;M+!QCHoNT`?VCQXxv=w3isgL>Qb>q=w3gGo
zeWHW*df~;zQ&#8(Ejelx)@^0$&}01((8Z`>-iNUQl!>K`ZeKaKwuu|h^{<Re7zK=4
zxLmPLN(fYS$Q6k>k_EBS&$~aGKl+1rEN<>xM)474Uh_C_6E(5GQd1$#yRe&G8O$Ew
zxMV`W=Ndhper9S@?gbneA`k4AHLv51V>AptCI9oxj}dcn1MigF&Ld{Vd&n$?Emgt-
z(;x4=ko)cucixW1Q!AkrOuF70G|;BLZ8d57L#{s6sID^Q-n{k`aKPQCKxDWX6Z@za
zd;bDF+y{JDq=SpynmnL&j0UEr##L+n2eR8umHtd3DlXjNuLZfe({O6gU9{uH8G6yf
zaUA6{^5ACGP6fk$Qo+-eS4)f;g2|ZgYh3&xc8Zk2fv<QaYTP=Ttk<OHdwY9MnOjFZ
z;XOHJF3@bD?zyl1$uh4_H#Nu(6qFMlJ=1QJSbP`yvktRd2QMCxoG7=E`k98U&a5U<
z;EOI>t6q24Lf~)*V@!ZVr)<`HSGt?rFSjp_BV<Q!wGv|hh6;OV%C9?NpK+<Im(~nP
z-ift<#<$cc-Mo>Sz+x^`Q;U5Pd)$jNpy8tDJy?MFXG#y4bdH;sH_}ut|89L7IouBN
zHW4tnzTihXq1^lQ6IH>|tS1IhPs2{bB+t_!4E_6jdjXQ4>3;}R2MWGNGPUv5{wPUK
z!7A;qU^Bn-;qV+jx&`e!za96F(u;=;cdj$4V<a&bq{mGR{Z=2|{)EbleOAiDDdE+b
z!V95!Bd;G!1$R4{4P-Rnj5V&{T<5=<7D}Thb8-WS%sz~*mKOggxlO(!5^$l0zKN=R
z!gGJKWAU&zjCW@FUQ5y0X!)jVx|I=rQCgsmQDxpGLk{EM(8gsfGUpWmeN6>7xKTN|
zuCdiX!7Og<r?}|{{81TR7FM2>oV}LivJti`1QoC5SLeUC`6yv3@7b=hPkouCh=Er4
z`%dyP3eqIJ+g7TWy?O<JX)xU<7Iw_umR$XT4u6Gd+8ilKS}ei*OpcRGi%aRhoP&NL
z9d<pZFfNJv_7Hb%p~Ew@U7!1AdqHrtukoek+j{&QP%iorlb}%(rPKj1Ac!z2rUPA_
z1h#B~OKHY5;7x(kOU~EQPK2nawCKvUW`8X!<Es%ih0w&;BRfQ{SLt8+%$BX`D@gZv
z^X3hq^MXsNfl;}j@*}Znwc|mYNA>Oobe%0K*0aKQhov>{P7H-;`P;qDw~4p6on2&1
zOlrjw;-CD{lV!w>XjtgFnWrc#3fvA}&Y{2VD}N<hXi=HyF?;-hFPa9P-@t?X+eOD8
ze$H1t%OdswGfk`4e!!+fpP>;}+5wo7ag=-Ccf~A*W|ZwDQ4f`bxq7-Ct2yj^74^e!
z<9mi0qFXL%+Mt_5zRDPdK@AMS8d=Fn_1H|ccHHfgD81}&8Ms1tTH4mQyIa_WG_z9R
z!71wA#Z2)I%1sDoS8w}@>suT(`lNNNb17Go-8y&DAA9QXnsLGWvIoLD{m1u`%jNM|
zTjT9uBrj|>=Us`@Nvpesht$Oi3Ub>rRcX5-4M;2HOi~;$?GDPj0s9)%H^IN3O^9za
zCmP^0<Ov31^-m1qym@*$o0|Z5zA4zf%tO7o=E3T9NRMy#eoOmPxulOSu7==V!~L=7
z`G@gW-ZF5Ef$(g>O(T!T)2Uwp7C1oJaKLK@uV=Jr3sy;DtqIh^yZc`%sZYzi1Xnm;
zl1@Mzz0{!MQ}h?uRtyglce>crHNX6yyc-#+$IEn2pKMK+yeibZm=$JNl3I9D;v62a
zZEC-BZ#CC`$*of^bMo)8wcYrB)nM+2F}HB_uc{J0FaT3&s>N@*<1tvzx#rf&Dy^2Y
z{gG~y))s7isqZrYN*GfXN;)UP0YwElZ*}?^&J&q#1;h)sOs|HWh8s92urHNTYX7L0
zCaMf7;xhM}tF_u70S+Oj?zsI<rwhu=E1dU$bKeqJ5FB}iAB`#d+T7Dq_3hb&jx@i>
zJAmez)~go`^0Ot~w8zd*j1xRQSD5POkCMy_hys*Z#_sm5fHh)E80Lr72``UlZQT(k
zt~GPqPJB2XTh_$IuV4C1tV$)5cC@CCeR^uL><;8sKyT5PiM`Xdx&%3y8;FgMkXe+;
z8fZ+X<RJa>(4tolE6@YqvNiWTK*D1ic<5{c0@qhx!FfW@OuY%-T0IpMy__St5%(r{
zuJ27|gmt(j5YCsk@JpXlKm9tiQLU^z!B*~+KIF=S%?09<Q}JD<Y&1!~t8k{(Xfx>o
zhxbub@trkl4>2u!09}HZt98j7z%vWY8TPk(J=7eI^>&`}bkSVqI@2k{<(jDF>lY^)
z=JuyFf7&Qfpp`$3kNhq6=MJCh_oi+^JvAl`#+l_~|Lf~0V!n^Ks{oY0S7(kd^-mSW
zGAOLYLky#qo;;zcy!YkPy>y8pfEP{XNdWfd-r#S|q@I_LIisWa2O$Dq_7cON?>iU2
zpV%Hfv@ACYQz!VNhWZ$WzE?Magt85KFFPic_76V$^k*d!ziJe0i$)xWa13Yp%Dg(-
zd&`;dNg4#AO^)FXHZ<H2A%W+@0Y~JGel$>d(`d$U-zYRum<2XaqgA5$5OG>^V5Z_a
zfMvXUgm_nNc?;IT)CwNE8!YRqzSPt#Q+o$Rvi%~W$OH0ce?2Iae-#{l!FF|}5V`o?
zeWehR5i)-eN+25f*DfgTQcdeKy*_;XX(;^mix7-c4X9XGU(cds$Px*5SD$u(FGZSt
z<jew)K%#8XVae^WH<?~oHx$#VYLHqnGKb3xQ3c4bnV12$YQwL$f4$e;e3%*I8{GTT
zWme5oacZ_ulP`!-TH)g?{&b|}sBBSm-02h*T1~rMj@3ZMvdA7{1RWf(Wwk<Ezwv(Q
z?-yqg-uZZ2IAoyvz7ZR%OrWndElY~}>S-`}zTaf5@6NDp2E8t2bXZQKRwd6=GWQ~v
zvkrW$mYtDaQeHm*c618MUPgs_f7{FkII`HFLlZ6R4e#JSP+w;gSk)Y6rkeDmp7~A)
zo$|`K)PAz<%hFHOi(ys7!^%^Niu&dho>cP5ciSI|<*XR_^-JGY8yYSm>g?-*7e-hk
zzF+w@$@Q4hZOw_`R-OU`QX#U0Fi9AjH48g8jY1!O^1xpCqkBQ3yH|fLB?y{ho1lyq
z`=_8$SaqOhxv<B&Bm`yha0yq){CbGZA#CjoGdGb$nZ07RapWs*j`<Zo?8+=~^lp_}
zM-|4C{@k8T`KqHi%N3VU((cueAY&4cJBewTWVj9WUaMLu4^}t`gs)*vlz3sn6CDiC
z3A`Kjl!3S`gQ86Bl2ldHAs{uOTbBxVhqeWjp%~Tp{BGA;jyq>|mFRraFCbkua17Cs
zV!A4aF1|NvL;gDi;DA~P@}2Q5jF8>jhqT5|2x+Ntf-9J0ZPDb)Q`8AT(-r#bl|lo;
zgr3YC$ve_DVkc-Iq&A<TX9_%8qonZvKw+WyI!aZFd%!OKdqWoRyxL++!;oPdA9te-
zv2CZu7tJ-%E>8JD>B=)<WyRlQ;t*qfZ{?CBre3exCPMzHo^zJ?iS+hWNihXxH-A5}
zgSzwC!JH4)s}-x5l;zTlA$HGTc0Z7P+hntBCLMP}w&N(WTZNVVIh6Zy62ZRKZPyW?
z)8(xvoc*7w;O?Z>q;8%kcQ;;Kr(X~RLvKCm0&UnwlE=-yh7I1M^B;}~&QGj3AXbM~
ziNWx~mh_eBWns#p0F$!rfQ7SFcgHV04=}!MZ)L3BP_iX=wBO5dqb=B9lQtu<iaHLQ
zQ8zuqB{ur3u`^DoFN8Xq$CL(mP}eCkIp3bS@pjtS*oWd9sz=HBmHpixG{4@ItOUqr
z9-F^doV2@J#w7(s?*FooiC^@f6$!f0jP*@tsF%zVXtq|O=^JxiUj9wTZs3z2F}|>)
zgbjXhLQNBy^UZU6wMqL!%(=k>VJjP%xzrm)w_Guc$p1i?KmJyMf)fI=>|7qjxVXf+
zM+xmIA$-~*s(b{*6B*Um@BsqY;t2<J*csw#o&p=wo%8YO%VUL~uNyi@MHGhA^ityT
z^vL6rtOJ{^{Y2CnajE#*Zl;ksEhzV1)h{6<t!8V!#RT4`QS5JEm2gK6#Kh-%8;l6t
zc8m~z&tUi{eB7`M#X`)+O~-bVtiy^kCf=HbSceOcjq?VXL>0VELvB}zE3l6-8s97u
zV-8R5BBmxU*iN{IU#lHd@Z|bvZRhzY`K9<d8T<>iJyWhoiiGyL-NYYd&+etPJDq#`
z>O%VY9_w=?&|Vt<vH1=VJu(u{EoEXJ=sUi;nLv!%L>N}*mD)YKI+qKypdM&<hm7nK
zmtXChQM1i30zamswTA6l1A{f=k#`)ge=cgnhKMO?2PSERI@4B#^#3dp{1eQ*)1&`g
z0nz<I&Ro;_NT1%|LX(V&K!8k7HaawxFVT=2wOpvKJOonh3Z%o@3l8Fqzp(*72JRi>
zr^ejzr^jumd;4ms_4-a(rFx0gBfay=WPJu|XTdZrJ+-Dev;G4?cvKw*dLf*UAM&_4
z7`N#4L%TbF1fSp1uXwst3~2%X0()|7Nq2(VfGZsa{)6|IIhVR)TmD)(p94JK0h>*;
zbNiiOa5?M4ixsAg|1xXhU}d6&N5*pXAnZW9^D#4#gRN9UkubjN7Hj-QPRM=IEi+E=
zEarTmXheeP17kE#i&(6B!Y2={A8pA$+_|J;-{m1C)N~WnrlOaVyt#u8a(At0r3+Ns
z&H1X;g7w$)K>VLkz5EnC8MW2cXDOqczIdeO;mwip$Y{XMR48&iA#G;j)^5Y6PLXu%
z^e68=lJ-EriI}^=WAy3c^rIXGpd?%IoS0gzg-nGvgiXxa1!TsrIfM-0B`9SfLULCG
zVn4XW=ItRA_;UlIj$A#x=Xgs0Xb{Ln@IZyBCBxVk8#OXnQ)oG<(%nS4SI3y&VA_s6
z4Da(2AN^E)O1ZYHNaRR@s;F?m%t0?v#?ODz?O&Fbt<|9FJs-HjA|BaJX}r9iP*m`2
z@$*x|gWM3_C)??coM1D*ncg-oruL7RIgTSWau-@z_?Md6UT)L-sjj)!Z3V1lVu)-k
zSNg*!7dOrnzs?mU>wVQLxZ-&?kI(~ote5QtGJ;qlaQUEs{qWD^@p+1RLjFg1LtKZ7
z5r2tfUt3R2@_v!GQuBU|GuFp&J=19IMNd-nz25=PiSa7NK7p#4!c&5G#M@2ZO`ATs
z-sCi(C!;@L@*w~n9PHszWee?52r<G~9TEVO$&U~1ZDF>SX_CLIWV+iQSStC*me$Ni
z9HYDH|IyJXKZ<;c<<)N!1FkqVfHijQ?Uxei#^PG%_uo-pzy1e0Z5EOMBl*}TGZvQf
zS!gDc5Li9B)N5kpF$w6VNJ`PHD*Q~<$@8m+QWPtd{vxxTBYMIa;!~SZ>exH!YEx$H
zN4q>Ug%=r=S4GyN3zpSgQt6vUHHJ^_N<FIJ7vX*^Y98J0V-xaE&TDG;MO%AhT1I*a
z!8&mSe-IpQ<h7|Lj63)2jDyy|SciPxrR>h*M&9GxAiAg;1fTC{TTy{f6a7|ep2Zgu
z;#S*U@Qik4xw~L!j|mvH8t)C2kF=};>qU4YO5H;w+~X5{OswJU!SIRtto6v>S$Noj
z`9ylFE^4COQG;FEOzi+WWc#Y@JMvFn_Z{kEqfw}a{#A<69QA@+&fm#tZD32~QtFK7
z<_ves@_thcGAqj`xta7w+9T++Gs^Q`?POe02gzhfw1$QX9`BI&V3yKAEdAS&!IcXn
zQ}h2NPRZR|S~)*0)~&EHUE?{Os1<_EoG0^q$mRQY)QKYDo6@CkMV}oLonZS!$`@q7
zDfU`7t4eU`FMt37oRUw>_n>f9l)pgKxHQY=qImRxCMBVH@~`89_69Ad<yDHkzlA#*
z&GNyZtKLCP5}IGm0?0Y|n)*D8YK*#TGf4qDsfP&=#^btMb6pu47B4mVPIoSuj)Qww
zKSfFkDhKzBoiYW00TGS@Fgu!7EZ4uOSoyMz`4MFO4rMlXnDG~^X;|Iur<#4KLn&jw
zPk!dXG0CH9OQ!JqXMRs5jQOe-IkkRs9zK6uUjjO_fLWi`qnH+&)-C3LV^UYI$rFL>
z3tRP$3WL2E7Wn|r_fx6C06aCzSS1;ZeN0WZly~ws>z$5D)A+rf1mbe5l^fs@caHxJ
zj0dK>+G~anfpWSJhxS#?nLCK2eFHkeynRC4(O(SuJG4H&ej)`n9)T>BzU5T&eM{3N
zL9x9E1UYrBb|097vkBp^wpPFN1M-}WJ!?m?$~fc!zBc09>-06!<;VC?>@}bVfJdVu
zp$YY;Qoe-yagmxMud9ygQQ6zHoa>R%3%OsK-PPnUxOSFt3EET|Xd(kdOf7l+!e=oH
z;I?4C{4*}m;?5j?%USEgWm-Btcl*OTRkm)o3+lhn(iy8qpP>phd-_Y9c;9Uscvv@&
zE6uhn$S`L8z4~dUto<6;w@&47Mih7LXjxEjp{ZE`Qog>rMV6-)<(HHkCzWSKjNH_k
zz;a|w6<%0#jvEU2y;jz01tu!6%;N{f9uQP<865}Fh)<bWM{I+SYuRe?hje0hY(=aD
z4L;>dtbFkd%}b5?`Ef0X^F$<|L?+d+|EQGXUBf6N@Y&qa{W&J<AO|}Huyk#w#rJE+
zUpVc=ngoxhXx;MJg?M+z%Fo0p@&z>=7x)MhOPGi)rwQ4YICSD#yF*ZD`-UysLR1RS
zj6FIzM05*z_G8amQ3uR<B6V!aS%fc$%$d-Nq^O)Yo!!2&*5n2wf!ZP0mUmLYT}$|4
zMh0WoJ!}VW=#CKSAMgUQM*XAAi|U9e4z{#UoX=$9+b>%r4QKl8mb+u%WmlRzjFY2@
zOH^QdmNRlV?8mr<?OFqteG8~HGEi{<?kb44qHR6&>}%t$NgieRWzk@y+c26)0vh4}
zt&@->bSLbOE<};DTJ7O{9BNdvk}+x8TAfbZd{$Du{mZV-mUURUr-3@-uFM6U8IKuN
zif&K?Int!-`9!r>UnB>+%HcUbY9{zZ7;siNOF%eDW0zB_nCwu%9Md17foxt`1`Lm!
z>wqEW6XYM|PhwYYhy77j<%@GB-WIt3b+h@zCG&dh_A6*XZ*(ad0Pg!llK8uP21(M(
z@WQX7l*TuKjSY{h4;wL9wtDTw>R%$Z9tfU-K?}ZEk?%0}xq$@{;p^Zg$Dj9{&gPi#
zm;^!bzxhY*df?#p;gUqDs-dp=ShiRT;3LM-5N%XImz<K`I1sR}Pf*lpMg0e|%E^!V
zJe_PHJ#}(Kx7E2o|A0yP?nFI~Lo_be?~gO>SpnYxY>_Q|6BBFsV?pn6p@n4DQ6a7z
zjU(J>N0~s-)vm65@8;^TDIKTYV3y*T77h9QJ9k<CDElxh%xiABCjI|LA34o!rtwdr
z;^wJRu+PrpOR!}!&!kdhgyNBEHO5=a@x*B^C9wy`XAe0#X}s08EdRxU#!mPu#Rup=
zoyOU#%PF8bN<>k`dVNQz6}8DRD}D>dmsnTZJ+C=kT)9Mha4w3T8lmX3n82-fY-Hh>
zjhTlV5H{Isz#0z@G7-R9`5HJ0mS+7b-*b5)CD&oFO+QoH=+MARiw1JzU?JDI(zPxf
z`yVxYpoe4V@TDB3l&q<we@LTJgQy0U2BvjyV*7mez~ND1k9@}R6ETJ37F?+u8*~nW
zNUUen@vOu@4(hKZ6M?B&N#`^p(_4!8<`XTuab!xgCmOiDhEj3NFnbnpaiA}7Z{_)@
zgsZDkRD9agCfEI8DL<03>X&Wt_1AuaafU*!PaYppzPB==sIgAKdAbIj&G)!DxJ_k^
zQpeo`D%Ah3`WTCy>Mu`6Z{7~NbjDpeNYlAcD@@g=FUH;aUhyS6>BD78xZ?H77|ksn
zTrS`G507iN!l)iB)M7cjw8hpMu!g{|R3-fwZT7X|6!up7o%3kD5=k3Q;vY*k^Hf&r
zm_-R?#L<&%d0?JtT%zi3tH>fNhsF8gNs|wU4W1f60WACIA;z^@zgu~uRVwmOtcj1V
zD4D|}+(A-G^>%rPe^wqBH{}@rj;zHyDj?21>U%7Yfy9Sk;Bs2(mFK<mXIYq3xK`jD
zXPzC;T)A4;ma8<_&Pvy0AXt+B7>7fbb)(DCL<?65F5tAej6aGlYKDk<WK2BtST$YQ
z-?9&r)pEcCXn>nD^&=NwT&wbCbMc5r@4P;QaMOJa_Y6A=m5UZ8yt?s$6MVH}hRw54
zhLEfjeTW(1HI)?>aG;5Of&gMpyCLjl6jUyqmw&ltd{Ug*>pRj(hR!(Z3P)I)65}dF
z#^|mIssfo{C%ik9A~&}3jNR$5>ec5#!53tF*RXE<a0nm7=CcQojN{5(CcS<ss-7K-
z!<z{(P-^x^PZ<?{e(oVzkcm=_&qnl%=H<wy1!zGcYk)bpHL!}@2|O&p)P}-CQNnFm
z<x$GV<_zZB_1Z-eA?WjGmnY?QTO!je#hpxbqdT}jg@GW>&b?>Mv|RAqHZaL(SYujW
z^aFP|@P1<MP>YI6S#pdb^(7r>*`gGg8PHd_LfiA@f5C*BEFM^tjYp_$NhXA-PSDSo
ze+H^h12D$wOxXdvSO4}NX2Ze#c<+QWo?R)IbRvb*iOR!yGKF^v6j%+DIM%JW2i`gq
zJmH%M;%(~Wa-_Sc@<g22SS%c$W0h3m3)4!a3a}Kfp3r@JzLsEDE59E*x4&pBa`JqX
zfC~FX_@3ICek_X(0sjZec^;*<+IufbPnWjJ*$!5(A~FHO=uZq~8nEql<MjPIeTCkH
zZ7;N?$p*<q=>_vCrFOLMYdF+eD5OF#@`m7cX&ulhJ>SWzG>L?WueNYNMY{uFU4X0<
zF)So*)SRojNjt6-B(&Hh0W>A>@$qN#I-FA#$*pySsm*?k{GASQD{3FN`|#IEGAD%u
zHcR;0PXo&8IoR+qA*bh4{N6rsQODY0JHielsY5zHb?L-)4yt%+4sjU>Sznt_rC1zj
zYcEXREcy0VQL;MFP<w<NE{;1@py{%q)Rk~O>0=c4JzVJP7*FN0t|UT)<Jm9!ZRmtx
zt&laP5819Rz=n)VWv_~`G>F#%xj3>`IPR$4>EtRS*GNPswQ6p0tLSt~uVpEUsT_|c
zMyIAVKj9D3S|6%}_aL;V39RMKVIa>2pl2&L7oC5zPawtDmcKw{d+#M26E3fz#m(Fr
z6KUFU47iad=zhNQ>chHAGrYiUyhU)kCYwfi3urR_1AS0A6b4G1hI-ZQq@|mqD6IaT
zaCrQ_pP}=m6s=uH@LncrIzn4jgmrGk;Ib$hQJH+y@t)gT%ZI(*<}wNYfr6Wud^|sS
zyDQ>x{gdInR9pM>_z5LTyZT&9;B7632RDbB#OK<p=qV9oksnWik9>N()U==bq*^IL
zQX=kk-){WH&W}wSo_>%owh=#KenY)9qxW00wlvq8hAeKK#bz*YlXW(7wuZ&!e@YY<
z8GE4zp21Zuf=#j^k@CFvs}01_5V{I?a5w*OH<a_|Xp;sbL+*;N0g2!5cZ%=rsoK?n
zb6<%7O!d%J%D?1qJJ-p%Z&eTfIZm~aJ=Z(+FdESbIZ~g{br$=8AMIKq4j$f<CFmY~
zgy-Uh?&_iG2k4p9O4~5tlj>r5u@Y^mEP(H>QFhK`&;=?vWpvi@bYiAVJJ-=g?7#;f
zo#mQOqfL$}K;WS-9R^yD7;YjdQ8@eMR9%QNf&CL70b(9znkc-Y(`?dQ|3$-xd|cVr
z<T@Vf^@sJZo?D8tt^_(=_z}BZGbId0HjmEX_OlANTxtkk*@v4Fs-qmL{~El)E5ii3
z4EBOd==^H`fix}NON>z;6nQB|d_A@W0*$OF@|darc|*18A0lGOoBLR6#sD0!z|<F&
z^M49$e{vQ%mHg{JkSvY3XiDzRL7k4!nI%3vL|gch#^omK!n9>}*aZi`KYUxR(ZTxB
zjc@$cv79(DlMpwdDIe1SYFu=h8mDFsZ!-(?;vz6Dpr~Z~Dx)wh{g6=L6E73}^N#%f
z`>h~Qk>mzUXhoZU>)df0Ju{&|pWo~A32hudjw@gmL*@|<jrZmkeQu3oaErC}d2V;5
zk7wscTFT9*@T)=Al*kZ1^ABT6O|sO-++!f^K(6QnLoQC1pK02}4h4rZMub!PN1-0}
zJgR>w{{P5Yp?)bU>pV~l_7th-OyU$35L!((dAu!8%Px-a=Jm=b0HCspFmZZ7b7(bD
z!K<|(b7!F2#4Pv&aBHv#zl41%`>FkEcS={-h7K^w1+FHA_!b{8UU9BenDnlpsX^jS
zV^g&n?HtYB;dk8@2N#K%cnoYO2e>>LYI8v6sK^}g?&9^_gnrtqg&et6KP#{S=M_dR
zzc!hHayd&LIe1;vIZuWL2$q}T$3G9Etv$EgOVH<j0`D@=!t7N0PWiiev;Oou$XgyB
zWIuX6p%Hsi)M3cH&B=t*`^c7gl+_o`rz?J21@n9Mi-%#$rP--N`@;$DfmGIh$#1u=
z$?I39cX}l{n`O~Qdr@>uQ`zs0qGO164}>|NE!lB5b$AML2=hwvg$_eDP18s7*hIZU
z8xN1AiRPa}89*E;e5J*;obx<i+?~^e;WL1n-%TqP;`iL~oZf?v3wi8J-?l)fs7Dd7
zuEX1@4CBdy?2^V0))VBrJMeFd9zaJCgR(N(BAfaC_(s#079~k!r%*FY2r#J~2{{wn
z@huR^<&<FE+~RA;nvK$!N>Zwfkp4#B!<6`k1fWsRR(dIS*uds{qVKfc?Wuo28Y(Z~
zZ)r#?@NxYU)EbHEf8tcH=}9@aU*$iZ@Mx!HN;yRxZI(a?0FWACxLhmS!g5!*hxP*C
zu$@@`6=f9F`Brv;!)eDaMc0z#t@mg{hZN%U)m;@*S@PYnSm+qY+xjJai~L0I5x-K>
zKq7p;7&_TU3|{?OE;0D`5^2*#Kw^~|_32eFr^qmj2S;uq@g9wU^&T~ngpJuDnh!PQ
zm9NLZqzxo}Lvk9c!V_1hf5NQ>H9V?UmY1#^V%8>OnZ>_exFmgNygjptpwIHz#w8PA
z5}ZQwzh8$YL(Xx@4^1s|W~HdOobJ_|2-2##Tx^;%uFeV|SXCI0E|zJM3jqO_;W5EV
zihYk-c8rBcM-U7;X1&0|X8~{_M6_bh+2?^Wr~Elxq_P1^u~!d`0CQ%^Bg{Rju`<hz
zAM*1@>pZ@&Cz*Yd>#J2v883}Ug-S=i7ab1_kJcPQiiE$1d#-mBhX~gxY29OY9TSi7
zB5cfRZj&`n8Qzn#)|SsUTc(g*34H}Wfb<B3N$DHcsB{BA4tCnnJL}AEFsjt66@7K~
zyXgCyz8Yav6cSPI^@icOrbg1yuuaGofITtEum@D7%*F%%klJS-(8|GpbH-j<hMl=u
zA|M-2l#DF<CHBrKRh*BW{pm43Lsw|r>Y^a1E6!Qi`;j1zOe9&Si6iAY>Cx1M#`y7r
zoe<Scim_+i50&$cIMygII%MD4NFjAMNgX>*NUISNzH^Q4{IV?JIcJaU{<SAx`ES{A
zlGMbVITP;5>nv8%ijJyHsJmmZMsv)@gw7HN!YAK`N#;SgP4Tlqfve}aLcj7aeIfNF
ze2k-UWu3yrXr8gs{A{c7IBTP{rrGh9aV<TGLp)&ARIeHDvJc&~r7{_K*KN<#94p`^
z2sd9i@U?%xf5X~ZPo?~Am&?^oEj2CWZgN5EFp|IsYq}HcxFR8izs5-9l-#Vrnel1`
z9%&enTQ1xqOg7-$*q!6msV9Iok^$39cJ<ijbVA<4Dx>qdwWRALHQ1c451_;fwQ#!J
zRyjG#!|1;1KzNj}uLFZ}t^J4<r~l6HqNY?;?b-D9_**q*qwclfnLFWlV%K*0RY^HX
z$HTQ%onWw}G7Ux!YuhCGEl~Y6%YVL}yyV=Kq!U*?(4<KVRD+gvjD0loDwu!|Zr58>
z^)Fhu91HN8-Grwa{|8D%NS_oA-G6s&FM?}pPIvZ;m`d0ipX`<rL!pqsuCsja#1q~<
zBq>Ebx*k<K-?SqAySDHEZW<goGQVk4tuK{UasWt5;TiL5*w<`Sir$T$tFoo^=u62j
zEhXLJn2bj`^|Qr}zX7sp>~!Bu$a|_PCPYx}No<Z^+=}o^(RcJfT<&vs^Ek7O<^Mo@
z%({@0^TkHN@k1r0|4#-Scu|6^45ROq>AlUUeY^K<gomd<K!OV)zM+J@`)%lVK1e!y
ziKEFvEKrEgCnv~($2fW*PD=GAY6srG6;^^c$IAAfmqslD2xFk9G2wlc0Zmx+evzKA
zE_Bzz1jM=j)3E)hDVL+wIiJ8A{h=eS62E69KJF|8U#S?JoZZm~W>(h`&5Qrd1Qw2k
zIc5W=U3J2*pOX73O9ww+sc&Q&HZvln(Mf7r>{jE7^o2*SZ>YH)U+RlF4igeu?SyTU
zkwAmf48a!<C)ncjgTsYI9)5^21Qh$ll?Ak9#(>9h1xfM8Z3eGwZa+!_xoM#to$)5`
z?5jnGG!Q3kf>rCjaQK41uNZ1oB&SA_JukM{TuCt`ux!gWC`Rrfa&o2BGw#GiR^a5%
z)|&2)Jx=)_{L@i}mS%-qe%TR`O&X6aUGQ=~@&@+vznMZOYR-^BE~3F2XHO@g7FHN8
z-zLVHRAkBGp#Qm5K*-ey&8|YO7X4ZgD!a^?esaI371jik^zStZ0kwsB%*#PM%NnPC
z{xD~VDd^<>PU00}a-pq6tcx_H0tP$|sGhYp%N|h5=eM3Kf1zo%J9uL&%=A79E|)!A
zigKyuzhxFeOOw5xP4v&=vqa@s48Y*;U-gbtgLra2@;88{&X6%G1?l!%n}^vGl<*CA
zg8TeH)e5kIo8D=_uV1Fh`(9QX)4S!UXc8hChyd@9VLUOZ4^AyTzW@3w2jlfrl3EL`
zu2jJHV@?f3=`*k#R8q<<2aIlpV?8QTG{W*S+P40FjI;TplQ*IPa!2;h!doL+Bop0j
z$Q0#W`yZT?_5B)ZIwJp3BwnP>@l5o5`~BmI#giB!1G!Ix22}OiRJ{cL0=DbWt)zgs
z{WwX&t+ZFoDMl7VHYb<rh{oP>^(fY++AQd%D4z8n3v?6B3(ez;;=b#|R1L|i&oEj<
zl!T#iH*kSH_#u()zq%hhd4BELNm-{H{iNj%*Kppc6b>zzL}K`G>1pOt`UAd9U$``f
z_$d?LAW0XoKxECi*uhz(?efN<W%WG0vVR>76$z_Dl`kKJ!v}l+1MNQ%Mv0%b5{SFz
zD9|$=*{fW`xj6Y@Q^fX1yc=>!bLcgUJy81+DkQ#1*;ND6Apu`md3n^=n}8LGv_N&(
zFeccCIoYzd7J&{x=Q?cL!?JjOU2(*mj(I|4Q13C?CrM0@8|g;&voPQJ6}Rkaq!fzI
zJqrWzEBkHz+YGS^_0}wZh@7wwoG;xDS(%(Bt-t#F(kMNmluwH%y)O5b#u(S?gs%*U
z!3*UU)LB*^Fo>Jqq`5w(X>>66VuHtl_pa~aOYT4204|YDCUXN5c8p15C53{;Arq5>
zhs#8V*zXJ2(+t~dHba+ZjH#{wb4}K#11Pq@)O(wHK@e!hA0z+CYE4kCM#k5i=Z;Z8
zC4=^|l9ox<=WNP6u$~v=Lp-U0vvj1!|8*6tm7mvx+7#A&DN;)HdZSMG37AG5dWDMh
zZI2U_IYM$TmGo?%&C|^bqO6p)qPNJOx9O15X9p>^1ga^Cimc6E9oi(=T%p_?&pfQ$
zUoPtJ49MTrFuK@V^lbBX+tCl;v@~V#<rJ`}u5-H<cL;^!Pd7Cl<7suF$6M721RuNo
zLudLJWIC4on}%D<dDnHaF)Wa<+HhzyqUCR+<=_0H2XG*4?gfJ<<kx|EwzE~*@?mD%
z)Vp|+Q*D;M*Xdr4(-Ps#?FgR*lW@BsL}RkZ*F3U>iK3X-7|#qBP)_ukpa0f;3$t|i
zNwBRukgT<VqZ$G#Hq@l<R+SR_F?9b!@!g%`UBCjl_A=;->8{?5qm~EkpbN?_*(<#;
z;dkeOjdD%c>s-$;TODih9w~3v`Y&iNH?BfeJnd1FRDzx&OwuKea=S$6={V59v&}x-
zYPjz2(05oDZgVIiaJ}EZn0)rx>5<`4yM@4V`t#%_P>LVmG6aWGeJb6Me>_SlRV6kP
z?pwu1BmVK~DnZ6oHSw+imR;}P>$WmGc!<d8Pfsobm$BW*I*)?tosvR_K$F8AGV`!O
z%ZMCsCDutSR&X8i!<(Xt^Wr@%R71@G%Rk_A;fw$u35I^ar%(+e_MVFHcFOwN#dfNR
zbSwcrYI8ee;mwlLS3qqfWxpOzEE>FcPhEQvgT*u+ekdQ+0uFi7@pRYQe5dT<l1zBI
z!WtcFIAuQJw(}CNcW%eTB|TcZK3HyQVnJN}9CC3s&ANGia%j|j131077WILpu>wpy
zTWr_ER(Y{yeL}uf*skDu<w^%v97K@^>fK%twBR#Wy)EYa_I={JU?`tz*i1J^!fr25
zF2wZ_f6$*o|9zWDIjek}mq{rrAk0!ud$DluU_34HO6{6)LdMeo4kUu4To@=FBpyHM
zpP+q2nfosKcgxV!*|bX;G4{QAUxb<^V47I0np$fdyY@4zvl>^@Xlrwz6{axJDcIZ&
z2$Two%v=Bbmiqbgk7B0PPkVqH4C9QZ@T@s#dCbK-x3JC^`OK0F^|Twm)N-*)Vw#q?
zwYKpP$NjhK>)B~o<FGT7igDXsX&XY0<oA=$7(}+}>;b|nbK+*A@3QLys&a0Yyn)1t
z;RLOY1z(vyw$s%9W5<o98-L^__N=R2uy0q)e={v+ah#1Z)oD+A3K2KF`ZvN5)uU{?
zGNSYAd{Gl3&@4ZJuK4*jIQ7ycUu)kcX7|Y^(fWT)XrP>1b|S|r2{qO4#Sw8ol&--X
zm6hWB5(*prQlpdWgSQMlKJO7!8+T9*J3fIswX0-ggZ31r6_*u?dv}=%!4RO*$3)={
z7ZT1C4d)KCfK_{q9F4sB%~T@zVJ^-0#goVK$Fz891H=N8GhZr~{sUd1?aAO&s*IN0
zFDj=4Gqe8A;tsQ%c>QFJ<(pa8jp0+{D$#gJ(LJr2sclI&=f}U0H#8EjlKS<*yx^;5
z3$?QYBK$nY6SHTI7j@c(DKOUZ_o~@j#?YXm{uH3pQ(<FIuIk=yx6oq{=dN<DdkZ^T
zsRlt(UvKBE9)Z*;j4Oys;CQ^vluafUAcE??JQ8W&ibigw+v7S){sZOPx>TmPhsvV@
ziC7xu0MGh`lRjLJ1gW5vS|MtngTAbDCeKgzs`C-MU#ki9Ha_&siDrxjgTz+8MHf09
z^x5CD8`uc}@amC%m<{ESgVI6CO}w-bFliQGGde#@UCMYW?8nw<YQ99^hR|`IQTlcR
zZSqzE8PcDuIeH&UXE{T~0%D<HpWz|@(H+mq9Sn>*u!MsOdpwoYQrKi;{{u<j!UC)$
zQv#qI7H>|qsBq|B`VTZJiX(rdCPcjZCxkO?59lU~+Lcte6zhPs*6JM;N!@@)#qR^=
zwd|@x+Z)U3)xc(HFSf_7J0aTCbPW*^=Zr!{wH^)ge%Ea0+lqbv><<43hjZ<@R|?T_
zUXZD+)kz*7u=v!?U=6t~IA*%O)@vNvr>X*M-}*aqC0Fj&#yvCW;8`i<9gk?@%o1%v
zaxwyDH6kq%?z)hqGNeDA@1<>2_m6PV&vc3i7xtL{ENGah!)2MlvoISL3)UF8c6$hG
zj&vQAh|N(HPDe?1afs~jdGjx=cOIS}dsDTh>J)BQadH`teHT?P_SSp+9%M^xaABqX
z&~!4TfBeQkxn=oGxsk=jfp#f%(#VFjfKOV|^&WoJ43$T#TqmK{?(i|k#+8-Kz@sQj
z$rxVY5F~6WQ2flV4ckw2(YvZL_9b$&j6#RkavF_2HAN0!>kVK>Q)rwlXb9Yb3j+;D
zaoG85_~g!6j#qnrW3xC-$1PIW(Cfaolp1+(_NS&<uB2lmw03xIG-<)N$YlWGa7d^^
zAga<oIIsYkK!sf=ZqZ_Ip~1?YKl8zE<UtYNP|I*}=i4WATGlL{hsZt_a?0avOk4ZU
zti*Sa7fxiZ)X4dqFcZJ%ct{B}0BC*)0id5tB`y>AS6E3i03Lbh5LR_Vb|z))e1hJ|
z=4RiI*-dUZ&8dTDnPUR7<)SbVgC%{Q+G(Gah9Fq8pKV4Ug|Nc@;Nw2Gw6u+v#|oIv
z!&#e+4Z5zi*0-!7|Fr%)OeanGRMOT(Hk%e}%-`+FqrP^^AXh+5lC*<gsJP9YSkWS*
zG(T;)-1)|gIP5MG|NIH5XbV165-#?6;o^OFgrwAGLoPRAgX!k!7=a?u1_3qNHLs11
zN3OMiS&;^&&n8(Nvd962-EQ3q`u~CQswYi5t*iX|kGlK!Q8xfFU@aj008q4JS<u8A
zu>NL=vaH1Hi78JI$mqOKM@wpyPZEaDH0tnLMk^&LmUk_OH|f;JGjXCi0FFI}rg_n>
zKb5fAm<=~V?_l_|jYU^kd;ftP;BsNw(~QH&FVx_SUk3dUtZY&%UpusB&eW?em_Afc
zi$+!zkL0=+T8mv>YN~LuLJp9;VPFyuRO0o^uEhaL$@n3VhCEb2_cAgjF^g-5Raz&0
z<S63%56=QT5YuazU<uOj8I^wJvCvPC;!v<vY6sh?xVxyu|M0jBBM*en+zh0xuqOk5
zC738fM>g*rXxwBJ&MX&xm}@7y7Q*Mlu>)%Hsy`c3?29T%p+kE?4_A~TH?Q-p0lDCt
zK%Lt}zXIR*KP`-vQh8@U<Cam-I9EX~cIJ^CFAfg}TrU_Ax$0_r>o>0fPed^$!@R%o
z==`QTN*({IM7+A@x2Mx(HLsGkG94kFu~%u)2Kw(5o0h2yiYnp!yHM-(^o(2CpPpva
zy^4Ik^UL;=toNg<vmCzsuvrg5Uye34YdA6cuh~*^XXjy|eB<AM{P@3NoV3JI9b8nX
zoLHpeVRu=&+~`aEOTA9-3*1-Q$0e1*b7LWaIFDc97d=KVG-sb_tqV`%e_w2Lyt63(
zqvc8et~;y9S*`$W6D4b-jLZyx8wNi-x%6#0<bqq*;p!r5lJIL!^@mucUe%ZRje^{p
zr8rKG#uFXqTAd!RjfsrwEhT*1{J@fE#gv7fuX}D&`sqq`aKL4{WbuqHr(=}G|0ufh
zKqmh`K24T#bjR0Olp=Srxz#u47hUeND7o+Zn4>7oT%j^llAO!6IfvASg>sF}91U}y
zn`Laj-_!q?=h^doKJU-#Je2D`c(G~F+q+R=LKi+$I*iHZIx3WH$m#Wch*;yoNsPh%
zj<d_8d)_&d|J51uKAj;d==a!(^T{l@m_mj{2LpcUrx({xKU-t)JGyM$sl!YO)Qqj^
zHYhYa_<H5A#=1B@3L*im&NU0MV2m;xjn@I+XAU;z_w41r@|eQh3?f`SvfH+ZdTr(9
zL>Z>gPPYxc9ex)!ptqqLC@cytm=?#0f1lBf9?}jt;l;f;gw~8J+9k~UB_<_awMb9j
z@4PRb1l_InEmg8ZE91xF#?mRyR~hE_tU2M0+>J4U>Ibh~a&~?W{I%KI>Y_*m@YA%6
ziX!c|@&7cRWff2jr^40LHICDYn$|5t5D9#d)u*ZGe%3V5Q$5N0<@4#YV~y+IgY!-;
zc}ctK*WFwDFS5TK#-A&*goY5n^1)Hp(VhafVp3j$g_F|a$hHJw8@)GsO?ZWK7q>|}
z6oz>Z&c%<(EnW&3Y}O-%XDXZx1M2Pg_`4(^pEnLNBvMnawOS)jF40xVO}SY4Z9eEA
zD^rqRtUcIRwgS2eVDkzc|L&_-T-#%D8#@*N7Hcu6_>sok>08i&)0bT)x}ZzXz=_4L
z!X&iY%`MEI$9|hK2N}Al1-B;1B86elWm8?@9%?8WzT&LML{Cq=T;2wxEGs+CmddMN
z20jZtn#i4_XXVPFU4&il4PKA-IU#oT?h!dLyR0r9kLVKvF+t>pyNlRuz;Y?fwUx^U
z48Nfp%M%0mq^X$-O#CDL7*rlRw2J}sAfI$^du*yAkk-1{pENE9kqs3vOHwhMW69_q
zn*}_ozyvdjjQHzPOK<t);^WzPqFj3Y_LjWL(LSTu1hGE}GoFcw1nHrq8}@0>Y#$V+
zb?$oNZ-xxO7`lm9?=95;At3rcq@v)CWgMSIqVH62MjNGL{$1}?e!L+;RGbEe^+4yG
zxA@9GDB`m7!h;>C73xz~*T438_z^RxtFFq&dWn*t-rr>=D_925{RXI-&nUD`v!}UI
zed`O_o)4rEYR_~IN~GP~PO7F#3lkQ4%ka~e?0k<V+K<f1KZ=B4qEY_?O*``!^s&rs
z*`btxKVd+i=L+x#*uYwBac4obTV4G`f|y+R7-5Sk;uh5_13`=gA5?v?c;79tGT1XN
z5F7*mzYM6(OqTo<kV8f-q)ruUvR?N7Esp@aI5r*y;L2xifBth{kWLB)^9<gm2J!_Z
zzfF&KPFs5FbjAAK)4jyYT3M($Ki$-amvP(i(Yt27E89x}+Nw<}o*cOCo^!wl*(bvb
z9+yooCeJ(q2#%z2`eoz&Z-`S_Qsj&BV7xg^phBc@|5y?KoTpAi4<5uj;&|5-{YOHX
z9#cuNU|y{809G*|YORp8%1epReDgKwdu`74MvnfUby_0#=SrGywy-MpGo@+XQZ;G7
z?!<HgRanHonFq&ny|0?Aut{bI)Q<*K1l(H&L|<h6A%>OT_^<irnSxZQAiR)Rgbq)}
z6pMSFDfswAiN8$rA;%wcK)XU#FW&lvbk>gk{>2(nJPW=QO0rOHt#{ba1cKj|_d}i9
z@1Dc{utQ7FxJB?LuIo&{mw6BI@yLcwV6_mQLGIb0tFV<xH>RjEXEw*w(e*pi^+VlW
zT%~N`KHL$I(9JjI7Lqoe`TvNXL-?=Z;ZePK^&*YzTJ;ZZ$D7m5wl&?Q&fi0h9}&`j
z+995%cQK5zSw9?uR&*Y1l~uM{an`@Mv-Cl#mDsHskiX$~F|zY9L0`%04M{{69x|T>
zJ3hlV0D@#~&)!FV434{>V74xP+<NJl&je!)J=Jl>NBffEXg+h8y(i@M69^o5WyD*t
zCc;}TLz(9d??WcUrrUoQFfZ>sTz4ZeJ1`Oq){g4LpFU_7^VWQ6x+lk)cKigSl10Cp
zW^cO!T)^vvbmz2JWcB%+<fpu9MNKpbs~{0Mxj;LY-?D-oKlbjgYah`$yOf|3oSc=x
z^cj}(z2(xo2X_u1qO$676@Q7irRA}9(}K`6yuop`gFV{eWXZD3)2;DG<JTwOZchRI
zm}Yza)d-L}>jiWvqdf~BoSYD?XX|%uh3lYyKeyHOOU~N-9(puhEYCivRxLXFCb$+h
z*_l|_@lAWvv1ZCU4tKq8&$l4>Xt~IpW~9M-l&-;SiY3gO5$(#A@(B$mYq~rsROCb{
zli*f2;&2X0TXdpRZ3y95l5YKc6O{IT;RBL=(f7*}dwa{V0jS{iHnhv7OgzC#q3PSh
zT`Na+*b<9nGu%jAu!ZXn034`mcktsMj@-CsJVZBvKwG)t1rQMFeT#U~qwizLqgRKG
z$Od;0tu3qZ92E%@pYarVsA;J&v{6=lFzpjQYTwXp0fZ5_Zfe*BpGXOOj~w%m4(X&M
z7;I!h#5X}u`J471B42=dMWp1D6Tj5lpno!ObvZg0$}=llh4#~zIJLeT4cPsv71!u{
zOKfhDA0^^cUsgt2m1VrY2194<W)@;T2!RkNeS^KwOqHe#UX1|bwNOP6olkL7Y@!j9
zG`JC?JzaxsRvjAyY+ljqD8+*36TvpuU%pog)Ho<Z@!;tYs7SAlxO{8;YFL!8!AxeL
zVJ~Q>u%7@CGPVZ2G>&?*K`LQ5>`q(!gIVHdGB|K+beZMz{f~QZ-nb@-N$C0Jj0WC3
zsU0^F2Rc#J+oY1GTQwm>ko8cS`6g+u1l!nAzW4TIxU<;*KuPV2A6ye{01_`wYi+Fi
zjM1u6C+%2P_BpW^cc}(st54@fYL515jOX50IH-I|6YX0ae5jJ(&UrUU=Q(h=*kRRC
zgT@pv7vJbbaIuV4uK%~z5J@xi&DH^z*GB`paYs#y-q33dJ~jMWSHRt<Y*Ju6NY&L9
zmY@Cs`u4M$vb~J++lXIrRCr$vWX@q1NM*#g8Uy0bWZi1Ri5?FU-H~k|F^TZx9k==Z
z5b?CtRKfHK+j-N;Zizr}u7tr%xc}W~<<>36A}4gje2}=!ZL4PWW-I4W>``i%DTJL{
z;x9|}Z6V`(SPA~mZzEekXClN^&Vzcv$Uw;8ur3co8f<xIzJoFLKadizYpu!w7?Y#^
z&JL;aUxaG*k7k|141`-|8C0Z8MvwxP5jn)KWZR-L*s(8rDg|!}F55c90|UJcoL?%l
z*rgDCqBIy-k5Yhti$0ht^wsS9<|ZwA_h{~IaD>FGA}VlB8hW??P-$VCtnzUl=Ua0$
zYk=>FU_xA^j>eUh-C`<7Q4{MEEokbpLS%5!br$QUzv6d!q`pOo{>NnMm2B`N7#;ak
z+A{^>P)>Dq2ldQ>U}D`GJkYhDBX~8;Th}cLSHhJGYAy*_!S3m5dl#6hZpZz0LZCPc
zJ+Qk*CM#K4gz0;n**kHc<=>^t+I)R>uaNi^5rQZ>ojfhd>vyQYY^@zWxXB5d+E3M-
z<yu*F1Qfr$DEW;Jn+)vFLB{dVNE!38KI=_s#&-4as<^7=9}P#%(TajawsIvBPLDXh
zwIp(-;O2hlIVF!m01PK{b+3Q<4CM(t9R_pbkp>0w8O=;|(qsz1*IS^$N{7@jhT8hn
zPBMhrhsf#?Gg#_W90j6Md^%jsef0nzhT{gsxeC)X5evAx5*$Tjj~hz6i}SR;7tuZT
z5Rt#$eC*H+vLIn4I}ozD869{8f_R9uRTKlj>Vs^~zZJKxdjbx0Y~j?435t!8D#r3h
z@Q=W7jPN~FP*Jc^By`zJqf~RiL9k?D@<$8`T%@(l!-RaY^xAd>iY3TY<@hR@I|`0{
z(~2GF>~*I}Vv0hCRHPqWq)UXk+KFP)d9y6SE~V%HFq+28+!ek#JQB>)HE5W5>!{kV
z>45H<x4<BG`jMC{W_a5*9X%h<8XNZKs(HjGh@YfbLV?maKth(syA3VlymNo9@O7~x
zbX`s?H_#aUpHSPO$c21`dO#7u3H|4D?prtsaD8_>8rD?_&AVwG*Geb|KG(G0h7@))
z5PO38Sc_#h%j~`Me8TIoZbK8F!RWP{$liPPC{B|CU#aFAl%Dw;j5tdS_Aug+A72#B
z%~}84BZutK1;M)R8kBHqW&ew9a?eQMTg?-Z0qc#^fTpg%BjxuZZ~z!JPr*z*q?@xD
zuB3yrG5EssIpzrf&<&S;FfAh<i)Qemo5<5thu-1Fi>VeE1kBp*m8X<SPnS$0D_W@V
zoQ{BXc`&ep+;VNFSPmM8lfBpEg96xV9EBRrK+5C8A7w?puKPWGka>~-MtP=eblvN*
zx!YVB8Jid8rooszLZAPdj8|={(S8)Ch9(D7OR-B6j0mqM4edkG7j$zv6aZX8xfQ<T
zlfETrynD5x?^$x$ZJwSiyjC*eGvLp1mk1xTda0!Dsq>$Gu#l$s8Yom(TOdv?+U8`r
zL|!jDEIUqe$vC1d`oQYRcOYFfrT8U$p%H3x>1JXRfn_Bt@W`-B^mcr#+otZI?Aw2v
z9`;|pn5d0S(a9W_{KF1zSMRb7_<hly4S0t93lw~ZsuwWoSxqUyH+iL0_F5zXtxe~g
zJLdGD9PvUrE#_1%6=@f!$C3u(&J26SAu+(1Y|a%ww-+DHrT{$tq`vZ-iM_{A!(o3T
z173F=3=A16xc>Drc}Tt%<VT!S5l}^<9>i@zVuzRiQdc9$M**#Xpm>Ffq_lz|Vu6my
z4G2$|gr>Nsj_}6Aa$?1|^xXN^DTnjtCj<HApp&K|gFx*ph+hL>z5v*FM(bq>2^eY<
z={RDHcpnv<WI*PBfO>FWs7aK9D$*C2v#8PbGkIsx)R}!FQdETgWiFJy09$gX2wC_Q
z@66m`Zae=#(H{TR!3;LO+}Ot>c-m%W?+3@YXB8D{G0&iI7qV<mQcSA1=WXu33+9K&
zCAOA1%@hSU7uk$%;41woD|0N$(5_gy7!?lS#?OfTCu}H)E&MP^I$nR4Lb=jdjo`iW
z*g)*)@-a`IREaJcF2+4M<sD^A3tl+wLuESFe5JdRdgEL7-o_RMwnZqggI3bI{T${e
zG@f%GRzL@xK+y=mu{ezKIAN8w&W2n0QP)BnVifQFyMGIKFRtzX`m(Yut}%IKzMg9l
zvQp*J;C8hlLg{`~EJ|r6Xfms)yA0%+wi{qau@3Wz)^=QXB(uYA&;j`x@OnlwPTsKd
z;C*}#zd92wS;S1`G>2EY9#feVo|Hvp!tZ3NqcY3>)ZQ$MVY(LehwcnJQoVx8@qd4J
zWw{7Hop&sFm5@Uci(DcA_*(VjF7&gElk)i@+9hGCK<!%2&umpLn~gF@t~>hBKefkb
z$4gizzttx(Cx6M?X2M^dw-X*-8KnP*9g%J!%VesHXG%$DC62Q_ZqJOiuIy2Ioul<C
zZ?^!4a9bWBz1xAdPsDd6pm;5y5V1o^GmsCuY_-SuU`qV-KhPN3h3)7gTvo<pWnMEY
z*49{<I`Xg?Z>gUpqX$rO?UqN23@*lLc^=3+eHhN(jz<&yM)TNAsjI;0(6#O`&&@se
z!-fW6ail49<>%ItO<NmE@F0_)@Okb2d<!)ku+hf;4|E$S2K)T8qPFw=^BJCPv^WpK
zLqJk%Znx6AdEi&Elh6U&OgX}XxxeqdYuk=<jQWQ>Z|HA+SbnvgsQIvIHA*K;uhHiT
zHED8AvW@4@-Inl|2Yzw5h!r{xb4~#Ow;X^2R^Q80HAe-+kKYh1Cw&rz&7lyUq*9Ze
zt1&u+XQD53FhY>K`c|Ld>IHA?SKxZPuCwhdb7p-k`h&vjSj>OF)te5wH{ACLU<p&%
zEmrgTG0L6BWRAyHtw1o5B5<zw#xan0%^KWwCq^kF&d+bWg)>c>WuF(s{k(bT)PmrA
zGRx|=YR@19u`Ou2TN$Kb(N}+}L1_yg2(%h!O&3|5HQff#aIl5GgtoK2ode(pXgy(i
ztgs6yQh5R!A$uYjX+YoNc=44ycF*BlI>W2#hXi{FS!yN0Xz0^1WUu9RN1Mi>)>fBR
zte+J?-|Z(8#a=3PHuu<Q!(fjgAU9M}ND&G-mt%uD6%~^oKhuU_!PxGC46@htGbI%C
zboFXmqq)V#yXM>mZgl{_&IbK+=JDa5xS=CLJP+UPCs{&ugH6}&BintpxyuHxMJ9`t
zG?Gm2WE%*y#ULUspgbRwN$|J0eP#=l@(wLVVFTg{!D+vjM${~8tG=hl&C}myyb3|`
z1r1B6Ko{O{N_|BDp{ZuyyMyt*y!{`>R<D4pJN2}3BeN}6`q0u|BgNK7d!=IG<ruJv
z(pi+ANL#lmVa2c6Dvl94$wlf-(KBq1k(bw$_Vbnu-J9)GhC(P`bOb`7gzK8E!)Qj!
z^sL`TX^yF2wFDr^@5troUYC}Z^$^^`R~R|U>n$!rK_DwoBHp`-Ol{B>h$(fh`24FJ
z642kJT^9*Kg+XuzHMWv@nEjgSi}7!9EecPtb$$^fHsFxB{>Ce1H};Akil-Y2*qh6;
zb|g#018;e1zPNC=>OwA3IAj3i#xofSr6UV(Ne)EY`;^`4xQ=0B)vd}b4);ssa2s9o
z4<sxOFWh=U(Y8D75qu!gbT_0^2IU6M8Wg>L&Y>ZUr|ikZy@xNXlRf<J^|~j2-RYY1
zIGDT+0aPvBH7_xwm0!UVtuM@kBLHL3o^G7%HcOh4*r*lQorMTW?@TYgLg0-6`^b{6
zriiV91;hlNJ(mhiZ`<b6;`t-69kV^ExXzI%ApJYGKcTPPkk%Fh$W<WhVJ`TjiILRd
zo2LVL-}nj$mL@=Cva+M_{L%;;XZlNNgpTQ{`e4vQ4NsAoB#ku@yn3g9yJcJ5a)YzB
z!(dor19@Mwa@6>m%S$wkqr6Q2h8e5V8%savYFfAk9k?+UXVSyM^LgKi<CJJltQGV%
zxaWJ|e}>?L5T{Vl9>E4+NkRjrj@ur0EquA<&Hgp!1_yYQ1GV0O_$(%iUw@IeL(wTR
z%|Lej!rCJfHPbukRUxe-p>%P8rT)h@P7vk`G-k}W9`w#OB4L{H^~zFF=CL0&Z$oZ?
z79$6p(#RGkSIiod*t@FU`DQMs{rL@m5MJcFLt5D(NopcNPYW<;_B3OkNSOuBKJD78
zzE5`VIuhu0XY)TOxa&qeH1?m6L<H?T{M4{hO*<64Y;Qnrx}YP8O3v0ik(0CS4k<5k
zv3*31k7*CLX>Tj`sc2aOQgmkbqNW`4Vo(D90$nBP3FJUa1HF&o1o<EWG;Z{(+Sj74
z=kh#Y*y1>weNc@YedWQZYhC+OI^14U-EwESsJz4CFCue*s3eLo3Pg6!XIuYg*4Jzo
zeb|Yvy&ZxOQqf8{OGh+5|G3G?YPPn&^wl8i^Idn|!ubr*i)koNz~jHL=jX9|z;xWx
zCgk^V!lX2?jGY}WZViJ^z5V3BH(zHR!Ls6@IAM{!V6{jBOWp1))+L13fMQoc197Zc
z4_N{kGexlOT)kax@d9RJ*xh67EwHKrU0Ox?UcdjXeMSp+RhMHu!>mbv5hN|@s>O(t
zipW#`m+yZ_P8z2Pbiw9k(2B!o*-cfazE`k&j&YRA_?GCEpHtUA=5>q#J>7u9UTdY@
z-}LmmN6*)0>yeS7uw^w{U6>8ydr$?z`<%S3yd@0G13BLWopTGN*QJ#jiNzPE;~b`K
z7rw7ujDw?B=%xFGVeN}47IW%;ZhfeeDj^w<c@aWXXpbDK*7Gqqu<xKGcrQ78bYR^Q
zLL5-dDvIo~@w$Wt8slq<b5@o9I=nM}M>``+|LH~*CTZx)*Y-#!@XTNh_mDzS^M1_a
zxo3$zh%<quso;eNtzi8rm|o%kKrd4#sKJB)KnSzxH~%4~r1AbXH^(8qI2C>8Qj7na
z*D1G~CmPnt@8;YQ3=!T$){&*O-v@@}*Q?PJzupLiXa1ogc(R3K{UMkrshGnRW)ZDG
zL{d?QqCeLmOf%Q`Oc~Hr0q-gKO(C|MEoBAxUrIAQ)>Epc+S{W`*n&^Ps&2Jy&mBJ1
zCl+sDC7mnnK|_P~X)<RP3Djr>*E#0YemiFR{^;PPkGZ#iwW9M^6lL96BR_Qa*NaOJ
zI*H=h(~$wZ$D>vlR}Ge%zcu32OxEvMLa6QoznV^D3v1g4<?Q{g^%?;-(e5X$zGE#)
znA#8F!++JJr2OV#%qLl2Z3PoMru4x$hz=f((EVa%bm)t07WR^+9xZ`lDI^3KDfJb2
zk~8^vz9{H99w>0d%81q#<mHuc+lH79V9)F3P^N9;>+pNz+X5AZ&>Tq4c#<K07TFe{
zKyGf0GmMbE6P0aP_^coianL7xL&efcJRzD{YT^1;S85692y=ec4}5c}{SjDCx#wk#
zNhW@uvM+lYcKCq)i%p6egwzBfqh}g}?)fCgFU}d?>2?2_vL2T*r-+hFMp`I8{!qhK
z?&AQW)YRowC7-Cj3LT<F|C;~}l>vMFOqA^ZKq5f5sp_N&J0Y^nGp?lJ35#@ZHXM>P
zB5+UwyZSva5J3G6ClB3!PmF2DanPmI7G+|&({2l}gy>7%bG>z&l&({EOZ;|ugcoF=
zny_vjf(Q;-YzAJSZ%5{a85~Ws`fR+&J>Pnh2pxn(0g(O3lgU3AkFO?JbNuL~n2tWm
zhp0xtByiAvO^had*2iIlC{a2%p*RuFsq{{Azir4rNbHgUBfo{#c*oh<eRZ)8f0cVT
z?VI{3thA<o8VCl?$(oq9v@4A-YSFEx4+mt|UM9S024<qT@aY3=xn!<SS(ZS>{Cz2v
z$}<tM0_!><SxG^~1=q`F{q9+D$L}crn1dj1hgWO|$GD-2LK5@zO$%K;H?%oioRyEU
zUv=fLdhgI&)8J3}MD_}u<?Zd|atyh5cX{?C)b;t#<4)xwipAyP!O=omBvVd(fZUIK
zfwerMl9rzilQ&FOU~BNk5lLOM#($y%;<RHh5sp#U<4JMtCcjD~fI~>}QYC|V;mfa8
z9bMtq+1e)^7nI%|##;reB8?(pqAPZiN?X<iw=OO4XKVCSH=Sq@Y!3kpvQUD|AIlKO
zTlXtCbnI+ITqt>9zd8@oUSF<tzX4&(gs-q~t(kv6(b(OIbH5yWhKfk2Izl`i@^xzk
znVPeZ?akvpbqSmT@tzBWh{_b_+7(4h?)8Tggoa35p|`j~iFV)p3E-u$Ljg(+^fI6e
z5?Tm2bs?(focy>D<(2=OXBJ*x$dcA6E2Z2t_Ty0weF-ViC2B+Hr*z1AuG4uvLWxH|
z?%kUX*pJ>FUT3sA`!<islmKN9*tKTzGI?wN%3YfaR_rF+UME<56aG{<R6^b9!Pxo7
zenYP^QT%{1cCF!n8bv{E+U_S}(lvLLHn9EJj<?=})*j?BQt#l~egL%!AdyJTZCiW8
zmk)=hNb>{5;OFm41q#J?q(~IC3l+Cz4*YnJ`D)yom4%fK>bV_~yzP$ur|G+r2V?s{
zkyRaY(XX)1LO+7d#k$}e*Te#AU*AZtQj;N@pBa>;f9~SlKh^vB(@6FR=!4j^$ZrWL
zJuoK$p7DbwLJ&zeBzWl&o$_H%VYy(UVb|{*vA=@bpn1*ta?g$LCsd81tnb>lCNA5}
zNaFTp-VVBo8;6M`6OlvLzb1V?4KiAF$Cxe(+emf=qkM>;TG(Db8ZCay*<RF2v0FbK
z&4JMo{pal1{L0#;G3o-m;q&(ChEh|42=83bc-+m)wCnwmX-kbNW1Cc?o_96$<v`)P
zma5|skSvykm*w?Kw2kG4gS)omUB5E)j>5);i}G>jn0r2KlyI60VXgO4vA0{A2Dv{u
zzZ;ybnuUzitsMr9uDRZ7o$CA5*R%dTymD^aQMX55nIvVl`$W&h*>MFZz8iJ?w*W($
z_fk9+f6FxvliM+ye;~;9l<sIvKaLYo>NKD8zkN=pC^46hhko_Q{?`VNA%FL~otSky
z4Svy1N^yb6oJTZ@1)H`$y;d>2kmDHp7HhA2uC?qU8VmUG1Uo8fE#PCIJGH21Zk7YL
z0rzB}2++SH^yXupY|2@Xu;QzXVzDz((kC)ich;a?^qd3hk2H_pjnuGF-?k}iV@va`
z>q<5|_eLFw00oxNuGs#X^mtsNAYlJLp`RK+Y@Fdra&MPd(}vEe&0^cFmv3Cm{VomN
zr6>o8i6yN+XbiO9=2=u7blSQ(9~?_{+*?u3X$juDt|*>u;q{0U-SNjyV=-`d^NsA$
zCIP@KmOR)K7zn=_QWO!yK&NmI^=`84lE3}afMMgGCk&SMgZWZ8BUx?bT}MAkHW5ME
zC)Iaf?DtR8NfCe-1xI=rtsmyox65tBGD!=ok$UAbx&aoAQA(?_&vdeKU#$yhe9?XZ
zC}BkbnyqMbSNJ9FvR82fAF4=rIQESD;YAbjhMjC)`fbj<xGx0dSrhN-yH~nNX~cO|
zu1u|SqP=`7ZSt_(1_0+Mqlf(FzqV)pI)9pYGB6kx%UT(<gve!z9A&?q-VGU1q?Y<A
z89hJLe*tf7@r}00fXIM93A#2~ZDHd!;uu($jd+`$UBKzK1jIV(r~}%J?&j;&Mq@q%
z1^25I{cuoJ{3FGNnVkcBTE{(9oK)P*8=NHm(KfF`ezwU~+gP_5|1PMwKt{Ye@=%z2
z{ZKDAV!vUyy^7*~pA5i#l)->ptJ9I1oeuC+-zqeNSib(wZ)ozSQg`RE`SXiL2EA)3
z@=&xEiFu3@Y_v1)lTDEQZ$E(-Q6m(8w?ryohVhy8v8eR`0PdFAt~L`D4yC{(Kw)&;
z8)UX$bDGlq_T=t`@#H{A#N7(*P)llH8#u=~`$>>f+nv=ZQ!*vv#{`TVXDo--SEc6^
zKDy(K1>iMpR(lQUQ!h6Ar5TID=HhmGaeZ42ZtG$<5>x<}<0*Vhe94MSe#q>~>Dxsn
z@XQYf-4W6tzDTD2oua5RQOcvn_H%wZg;+B2msOo(bo@*9PV*eUKhEwR>WsBwLvqq-
z&oaLuad8Gc+1d6*o7R|Z)s~EOu#@DwLw%8S<ROnx*@(G+T1;JmyxGOvT#k$ni`5W7
zeOeG74S#z8Cq4>!g`}mgH3*eDSad_YWWLCh4+QgR`FA!-yo`F$14c#2=|bdm&lu7n
z3q3>+AJ3S8;Z16EV`$6N^1&CiI&Z+Z<1Epk_*Pq)*Qw)8WBtM*<GyHtlM}R2P%lm2
z$y$(4`?bNtV=^^2g}{<;=z26jr@XDnqou8fByO2^m`_am`R0;sflUHP1uQBn?f>i{
z+qZD-U&;<h1937&Xrf0Kz;NKu%B|rL(9F6*FHp84!|UexbB4!E)ghR{1W0!X)7h|>
z$YyZct=lDZ>92dw<z~}~WGkxg@%sSO6oU*j)@>#_I{@syzv7?fXJ7@vx~EWg{3?AO
z#)|~V&J(8EP{p-B<mni1%JN%3hu?qU<7r^p$*7B!`4zh664P%6tfe39KkeSSu}VLW
zSzDR()P21*V*5JM%DPA_^<Gees_ny?C>Y?2J;sw@sB=IZtb&#++*(}Y#@jB9+E34$
z*^DwefZe9}K%<4STFe(4Kcw$DE$F;l?j=ATsEpXn9iElr6P&Q1gfwFEd_5$F4nh7q
zcvcbl>8seIL&{oou>>%WEl-{52#1!SrLwAS`qj2|C7@%9!Da4J!%XuBf#<6VXot40
zhWiW(PDPe=*G^0uam7b2AR}7+D!V^q0v#sRs2NX~SY+qHho1)z)c>UQk$=zLCC`%&
z5fjo5b{eEw91(|vM7EL?U=Q3j0+#!Tr1%<^scWNFeHswl=wh><K~Z$@sSe(L1V7&O
zfl|T$z3qWu?{n}@t?yy+vl|&ML9VZ~%J9XfsJhRK_GmuZ7aP)>d1bxtL>w2|{W|+X
z<f4_tI6Hkbrw+*N%)_pIs>6}P?=e3zuyjrwf#NFGc5{X!^_5+SO=<HA3;ONz)Yn20
z|3|h{^jV4ucn%a8l-1Ka_%-Vf#=PS?F*jfCf<Z{np6T4SDLC9<E}506o7qj>34s@3
z;5GTbFvUBUx6QDc7H~&yaZ0<@nLk61n?^4*O^6?<Svr4j$LO0M9d%Mj4bZB?24(90
zBtC#VZ)m<_Nq2u0KBpP#KhX)Er)3)xzlWL?{$6KC$16KKgvXS62GliMqdDQg_K?^-
z%eL-J*}ZaBw;-t279@Z05t%kF;$mFEIrGv-Bflc<t=)v2Q@KmCHYGDq?WX3vi5G){
zh@y2WJD@VI4gDc{idARn_}w1v60k#IF0HV|lT1kNc)cYVX(SCBXrwFj3*m{#5M2IM
zhmTMY_$=xV=~J;ZieE1N-bzPCX-~UqbEXx%8y%<p(be{UrSqeW2ilUo@5u$Z1_PSz
zUej3v#^~5L(QM64jDms@NpbAjr0r3)k91x)p(z@ajf@cAYivdb<P&QOe1->Ye=?pp
z=qq$=AHZ;n)k7V(;vRY+;y1PG%ERxp&hMoJ!el^)OnGO-bB1h2a1WooZYk1x)H|OK
z)d3elY4XuRRs!B;|6n<;KK}zfTVD@vQgCEX#J}b0wLO|sI@d=o%M8j4$I5Q~JZab|
znT+OZYy|j2JKpE#cw&TGj)=Gxpxi}tLt15qafLn&#brdI1wdTy&~gu-ivg|;9;Ywt
zs)Kv+J`=VBnvHi_mtGT>oTQh75hoH%rg7G7wx&lEq@`&xXkX@ll@lG=II-qb0zmBQ
zspE?U+XvNL^M0=}x@H-+F!(dYXtuG$J;@3tAQXb~Bx&O<Rc`eAY2Fy8KfWI>&}U^p
z?O8MdfTmF;TyZ{gBI-$1GeCBd@);W}senJ4y8=JkJZGLOE3KiGu4@=7ldEd(MB#7x
z=_?4K!nz)y%F%wD)OcA#ntpP4i-(P6&J(1Yc0_ItOdh1Wo2j}S^fSw8s1mxIGt3n#
zM7J<vrtp0LIK9N$wb6&-R1RcD^p5>0Z+N++ES%Ss8+J?%lbat1<IS$&lcF2TAZ8?e
z)`Tg*q`+4@+tVO*(mYK3cHQYT>zlGy#SYVC{aql^nm;O61s%LTy&da!9NNNA8_n-?
z6_lFIbkOX-^Ef~|TvjeVdTFx%=`9eba}Kx*2c212B>gqFvFcUDFtMhF{rYmRzPawe
z&DZ2d(h{q0v`wWwbNXNqDB<6H+^}=_9(I}G;AlxQHw6?^Xack7%Dc$XgYVChcADb8
zLq$aBphq2QA_8Mh)pH&FC<Sd5sN54E^F^JND(){EEcvBA++vx_X*?Ki@C$9uTRQUt
zYYucm?xAHqoDHWqnIIAbmn%x2(>|%Fa?#USh+x%$?x1UeUpijR`G&{xWZ%fi$s(R#
z$-%E1-BPkU&`&8cU5U|MV;wLSfD3dT=1Oinsb|)6Pnod3__#M{jD=@~Ghw|lS(!BP
z?QZG$m$3sa4B5SM+12+i-Bf8C7-6R{yvh-JUZ>nV&7yBCF0WW2j6v=vvuf8|;3OtM
zaXZv6PUr-#zrXcH>hfcS^TAp>_{cfbPWF)jQ#pF%!Tm2NS=KSEPlO=_@<mjnOMmC*
z4D!?ItIflWxEOdYi+W4Jdo}gSEiX>k9=ve>THKMT>yL@1ycL$=v#qtdJTy`1Fd4xj
zo~!W@dh#z$pU_DKJ(B~=x{GK>&Uxx$h1B#Mc9oR#^TwDQtyo8wCCwVtpfj4|$F=&D
zw_43`_)|BsE^8`wb`sY6-~4?JpO7{JF2pYd{U7LSfS><<-ujcTg_O*v5HU*=0yw2p
zHj8=ePH%tQbtb8UvG2TG_3;wxZ~R><<CoMe>`O%(-JkgHxkf4?YcQ_V`nE~e5)(w~
z&yF>#efo%L3Y01Fd4U!IQLmfSn;3yJqOxHfo)XzsTnYW&jrrvdALd7QIr_rO9M@kq
z+^bg5hOD|<#kscgB2W-l8%A)8+uFJFr?)ifDW)W(*|8{9O671O!70wFuWja}-<_Ps
z4=r))gG_jZ&Etq%Ah~9b>OdbZ`JN|cZN5g?k)j?t?cW_}04~Wvp_H@^S^c=O_0mKt
zdig#t#O<eAHWca-|Irg!d?Q8@2uj<OEQoHU)Hkl3rO=l<s<|$%@0myc6j)kY3t!^7
zeZTTDSO?)bWr)-|HF7<+`_WdaNrAkw>U=tJ0W2ctHK3lAJx-qt+Rpj+b7OUNz#zS2
zV*3w9?hWveDX(<U;HB<c9%}A^@+G`AKN5RoX_-x;5SjOLA%h8&gPRR4udB4)n)dis
zy_OR&@IAZ#PT3`-Iod7lF7lv{s@;y+h|6|xb#BqOS^>f!u-SDxdM{JIoqcu(@%tj^
z#LnUUCI&g=`8a(<D#Qf>Nvk<suJ&K>Ip`}o^k$|39VW&4O3S-zY`H!J&j1kKUhPWi
zwIQDysKR1^Vw2>O3sK%5OiK`qZk|<jii8MrCV4qz=l7oq1CW>8i`|)PO6_Xq!I59-
zvMebL6@|-qML8_G2D|M*W!Nl_I8&#sR=7gA43{**&s6LB#|uxK3xJ*zls|OtP)N4c
zoUhy$!l3eRcUk{`OmR!{{mRF>L|rs!37RMHutgr-VtI-+oO20K%h-0zu=8SKJI(-Z
zQW9;14cYhpQJ2zmgK$(!kM^u{G5Ta%sCJ8xMWjH{<s7wQwR`!o<vF4<fmaZo`WI>?
zqBf8L6SqPX{OBv&&f1IndLHfc%D*XJn)9W*<Lr|XHhnX{uXMkc>Qu+uN4POpCc#~c
z!B&Il-{ldinkP@1OAL9e_f81|oP|us55uM0f4p~Hij#JxW6I(f5<n6#(027_W1OwL
zZ#KbplBu10FpfIeKOhF3QXPcSMK9qZfL`~y*@A-d)3qX39T9UOJ?q*b+h5L`oH=^5
z7p*kd8^?~)UJFHQhSxI=NLG$}uE0U!-|K6wSJQH&C&k&PvSHvaI>`-zD(by*bp1bO
zpY)@D-%id)V62UP9;Jc*M8vquy@NJdt=6=+-`z*kAC;_I&rNlZnC!+{hPij1ONdPW
zq4`Z?=wFAw#5gJu1qBBf?o7rjwWb@GzYzU;`RFmBka5YU*|sB4nHm+Nx86z$agBAO
zO05*@#b)$otur8C??BIRtl-?q2Dsw0kziGNAWSyT2@pW%>S!KD>M<k1f5;m-vWT9t
z@Oda+<hbDmijJ{2)Q>W`^K9tO3Vp~yxvO;eaYOwX$}oFEa((L3m&PkHPAVYupws~M
zO#L(1eub5jn<uiQ>m2@`(Z{vi8|fc6z9QuRYCmQ?z${x)?O+;j`y3E`;Ik8_yO0y%
z_ZK0`-&<kJP)Xm$gr)MEfBT9cgCRVLI-4qY{^(-khFwJe2jc%e;+7?z`s6Wrj;C3D
zyXakD2?g9_c1HUzHCny9G8~!{zEB(mq!CniK+0yvSy<9F0OB%fL70d=A3@aE9cmKk
z6f&Wqt@7pcj^cFMp8IiFc_q>%^x(w8PI#o!dZEy-;+7}#3zp{S13_l^uZ?PQY^%3V
z9T(_#C*p9cEzG=MFNQ^><Z%$t$*7g|cQi;+NDo>#l|X8JYL->G-WfMOpC2IN!e{mj
zx{iDOX=x?AttH+ie{BB~(612#DCed_hHHuzTS_yiYWNDhZ43y)8?#e5N&91|-=cGl
zdy2Sp9zuLt`3@xX+Bdx;0!b5R;MEiErMWOMjEyq1Kc>xn)TI&EF*ZHV`WVx<oTuhH
z0gPsc&o~L7lr7&C|2Z<ST5Pr%v4wvxqi3Tb@ZHoMfmv`8Cv+V~h73pQ(DQp<b<DPC
z`wWpc8VXxqI{I+n-Oik;vbMcnYIPf;WYs3g2^nM*?a5j)xsAWg@3Y3uz1VaD3m$m9
zALR$@gb^Tf{xb>9*Whrg{4&o8R{ay(_FZoNfml@OXwkv&SAs%ANK<97_GUQE--u6}
z4imRcM5i+)COBl=eBWn*2oG@qA*<dld?X+fT#q08G&a12onfu6V!ec2ipQqQn9Um}
zT_^^f4U6xiI18r>-{tBa5eE}w=5<(TK354UO5XIi)2qqXUk@3GfZVeoH`I)bAKG5X
zw*+=AMc@nfD;;iJt!aU~Sh2U6!;_A-^~pzuKZt9n%a`xBI$}R_gyVg>^=CEOvaB6u
z?>HeU($frYch0#zxG60s!lO@hh|Owe!@Guwp=-;HQv@^<AR3%?YBB=<8Abjk2K{sG
z5%!^Tsg;46>CACm{z00HG*AINJ4ilrKY-G4wFFcYf||ifYz>04N3|Qpb`NNAnk&ng
zxce3{a2w#fP<=4y%bggmYxS=l_mq7B(n-t$VhiY!%-_do3a>hqr4^98Ka8yUj>wEa
z2%`Atpw?@JIdD=pnL}-*m^VHqPqR1J0Tkz!m|W!hN7qM8uvvShBbUY?ykBm|7rYMN
zNZZ;t_NRGW$MoaHZXjW2UF!PNf-m5mj6j2x;h<F>_nZRLP{vAM+ge-eDr;yX-?^i5
z2@u`kTAM~B&&m@P=z>j!-`sK9$z7szGxYc66{ZWO@_AR)&TX9Pnqh5>^NiDYw-yG*
z;QHS$@9oB{)q5MqhWP;DJo}um=~|p{Ss$n~_}qMKSQk?|K^rlXLrQddHzK<)o`vuW
zpLEn$rh*Ux5i(`>diFb2*ZwiBMsppM6}c8?de9soF&8&4CAM7Bmw&ZF<vv#WvXtry
zMJEm<hk>EbI*Y!~HAkG$S9bZhE@5QIlK~OWR{gm{{VqF&IoR+CWnf+as)A<!Dqsl!
zL>pbOr(1#_V|v>&w1aP(MEPQj_#$bDQ>#$Xt;&8!R(+D#eBbFV8Bv*x*Zy*(NugEa
zwz<Xt_7IS~kWtFSwi9Xluz<e}>%;T?t1QV2U-lAk2&Lg2V+2!1dZ$O6CcbIp^G$X%
z!erv=kB@Xw-w@WTkc_sK5k#ht(UrcwC4lEB#a7N?Uu8#65hsXf=E{6Kms1tv+cN*O
zHEZJn`Fo1U96*mGb_+#I0eL>pB+R6%6VBYvj%{xfe3`_*l*A*-T@>koT5K;DO}`u)
zBRNjk2cRudSLZpg8=R=v{3gxkSI?MNGkoom1cE&z2s$(32q9sY<fN!A@aHnJM#aOp
z??%&YVu|Txs1&`_^T?=P<$qVv9M|?SR()e0c1Vd(?-w&YMr7jp_Sa)B{K+xTg40&r
zjIlm^hx0$F_7Wtb@U))ZGqht>#`Sa1|Ac7Iw7E_k@dsAE4A^NGF%8UKXh-idmg>Oz
zcOTXYcRsgAvBcTvBI)1WdU%^rt6C!ji(E{XvXV;t&9d;(`-gO5SH3}&WglfF@-!0$
zJ~D|QjcphVEV^RdZ@Fy2?3g4CENfc%c!haBlI-&X#^i(54#`z!Q>^vJ!R_nh56yee
zeqKKEP%Dwpzi1#TjPlHo_PgbA|Au-)E=aO-uBa`^D00RRCL?<4i8&S3hGAF@+r~I6
zIE;<4R_EjNtE(wxCDE*K=HMT*21|jrA03?v3E`$LVshZmw&KZn9&ryTF~`q1m;0zx
zIT-Jnl-dp{yHi{WrzQfnDG{}ww%wT`J68M|+A&=^r=a|pt-Rv8vpwwRpO2o5Z2dRg
zy4bogCs2T58hGq@NG4Qtx%*E_pxy(Qi{+6e=EG`A{_c|%e5XBO7lRNCc>wo)mSWsz
zxD^FJp`m+~OS{f%KN!W2*?ye(g80;?vKQBUKFMDfd+cWU^M~P8Gn6<|tcbdm{ymK}
zh^F=Pys(YpKOerAS=+N`HWz61$p{*fn3(L89Vg|gEVtC}>Dgix7p9vNP637+pcNH|
zVZ;2ZF5P<Y*`W^VcFgjKALRv%mw7mGDM=VIF9XaZme=@p)HUWGMieXLY=3!BR22!4
z5tTiKKnMx#<1pb^o18jQmFtefZfncQ<mjd94z%tyy|lON0X4g6M}<?Fv7?U%Zss&d
zz5_a^5E<*FL4~bj|JqRL2bA1_o)?E-^!A9(6n}dFZ@JPE98ot4EUZ%IOJgjbAo*Y)
z_H@9Gb0OFB=gB{H6pPtL-ZUN9?J8Lpuy~BSAl^huiT`%UOftcNH|kDoSN>7^l1C2`
z`uM*hPIOEnkWJT5rbT2Uxi(X~9nP!!m3>S0*URejjX6(%&uBjvvdFhpirc+e?)b4#
z3vq~NAQ%ckcxIty(l*a-6+OF_q}lrP%A|zdT4(Q47x?_3)GC@K@0-(J*l{tOt?Tl_
zvA^_#U)k9_K<L#$>Qx+!3J`Jh&$V?*$UHJwZ~~mv*F8UXMig&KmoTzQz4=>F{chHW
zlwHw<u!pgjxp}8-^`ALPkd_^C#TBm@##(%F%(SyLPT^&?85_Mky&1h%1I$<lH|jbb
zW_ima9p_C;RB>uYpb9%eW+>0~WWsgYw$m*+RQh~|O0&KaXj0bgdl1UwGfnQO_Sz5Q
z-0y%;7r1=`Q_Rs)t<X<}XpS#%y6-Q-;Z%nf0^yAhyMrS%Cd<$7hvf2x4yb1u^hX_Y
zx$$G&k=X0?#op0NR%Jan*tV!xxw7`mI>DG8Pw`#@X4h+Pf9-dzRzz?y97VVSQ}<Eh
z+U4#>^jfENFEJY;F7-{J9B&D^MM<1<32TTt1`@kpd=;E4-<CYs7hc0Jope7ZlmF9P
zOUIG}@ZTs*ZFV@8@17iHFLt;R{Hz`nxD4Ce<e~}^edkH~s+LDsZV9xE*C$Y@NSdo-
zs5L_PP2lOLQkt>?q209vagP&(AI;gUoO*y)EY>Dd6zA3=R^^5P^`=WfyKnnL+V{8C
zEhcxjJg)2<wvh!4x~z+49XQRfF6z8K*`&{MhQOPCK<6za6wxE4XEIl#b8LU)%*XvR
zJmh?RB_@1A+wm4Nq8-5VQn@%dybS);r>tgfNA`KSc5HWJ{9OtVG`4nc8Z0L=5Zh;Q
z113UWmzY=-8cxxB4I6YqS`HbIAFBUyjN|$fu`WKVHI3e^TX8O?6CJ=bI#<Mv*k<6j
z@`@J@BeaY}o~<P&^hGitAdk48Y9?nEq{t_(5dD-}p>+R9-7cMZ()$5Z-6-$CUzgUV
z=^h6S+0obAYqBkrD}l&CJ$lSEmJ43y|4qFH!aa~FzfJ7yv612REcpx*pNZy~+m1{c
z8WdJA{pX5YkcdAZ0N}Y(pOf@vkheZ~!OD`gJ?z}#LLzUJwTqc|mjRg@Wn8oA@V7;!
znuyik)?q0|dl4rM#jn6*uy->4lc(__A{V#X>*QOyR1j<ARgJCf?RSaDvpQRe*aV~d
zdQWy723FcTKCR}pP|*?fx-T830r1AfcBP|66H)!^P5i*1j08eGo!YDuU2G|qpw_gx
z`=_HMep$mjIgi{|{`Jr^qd<a;Y)wdU&Pbvyy4aIc{TB`7`qjoj(G49lOI&k$%qn`#
zf>vN{u`uO&4Ky7XL_Adlkr6PF=voX<T*!A(s7<vz7u3J|EKKkpLbqzCm@&A#6Aw9R
z1nKk9dt9toRGdnkzCT~HVzY~`47CD!u<RqYSEF@`wCc!xZUrG%?$!_yAX>Iou1(h(
z^3B>@M3D|s)?Ff<$frH9z$^Uv1fsY=Jmz?+gy#L`kWbl5O95f%fdQgl&BhgtO)@ZN
z*z6Udl{4J53;iDTVN4%egL6>q<KuGBz2?IaCw07~(r)9Y^$M=};X5x<yB1+xGX8;9
zvKrbR4D+H5>d;2OaC?ED3$?+o*J^Zz(F!QDl$Y7jb$?ox;yoK)g5=kY0ik-LoV29I
zKIa#*z~_f8;p>93n%I@B8|i4-G&}TF{!X2YtMM|ZRH)0)zz{N@vfeQp$u{=^oao2m
z3V>(&FD)t*t?=jV>Rj9l+j;W-c=C4QAPAX&+IL4G_E21nBK>QMZ{$xiGC?Y6AWR@w
zeegG^->9T6&BYeTYCppX4R)-yy>Hg7IL*Y;;eg!s(DtHrC?)hIJnxVE!Rfu`Nj}pR
zQc*O=3KkP5yZ@zABXVHFz_1Ii<;LhT8sJ-vFxoXI{tuKjytM>ZSWNTpMK1%JQtkoA
zFFw^`E3_r>t@$NKdlPF--V6=Zk*9Rfrm6osCEFUGyoQ3KXKoswEbNPdy1rUpRDb$_
zRQM68y5l2THQ(O2U%b*XogcpHL1l1Txl$#==6VF<rtJMYNb}UVw59gBhj#Abd2+f(
zz=4tnC+u5%MEqz*7R`G=9Ds_HrVK*J2#TNN8A9bNw-nm~!(M(Kb_D%09!Nq5|B@Nu
zj$SwtZ|m2ZplvA(Vn|Hb1r11H)cbD6-k$rsXb9%9G=XH4iM!XXIU)1Xfshj7r^2gM
zjT)`lSmp{R+IR5YW(U%3)31GXw?*+2y4<O&(I3qNmpwj-|CsP2wo}s$qZQK9_Iugq
zX|286kNkY0yQgFdmpc=N&h*M25G2%qb`Z7GB|j)jq=gOarvi4v8z*4?=Qg-1JIc4<
ztMy7k>&?<%KeQXg0X@sNj}UbA^`JA7=i8c_>KaBGg_VZwnyq(Ao}aZ>LlKK^&;h;8
zs^G1+-bCx2)wLamh_%sI*g7t5qpiF-!cR_4!nC)ub3mQoKR!2lSnygTot2O!j*@Ce
z9XF(*;>E+NI0Y>^q=159f0o(udha^5ow5M<4gu${^DSK1`OyqwL-|1X!34<jQ<QF8
z)LgRR$82ii%@-nc*-Sn|kf$s-6C&9TD_xyhqf+Q~l*XZn2^Ut&Kfv(@ct8a#N!bst
z5i!tvMWAIBxG>x)qN=gO+WjAGUg^5pJ@Y{RC1ivOFVL?o%Kazyh2H)DfryU*x}RMd
zR#Mk6ZSKk*KFB97_)<*35+8XIVllVNysm<zx1n-N2X*liSBFj~h#o(CHBbYUA{_!W
zdBl_t2&;SmWV|^oK$P@Y-<q~pe}FPz=`2|dSBcElRT{nT(d5*Cpa6Pg*@JeGT|5n$
z`{SEV<L$w`o~!0rnMUV^%S8#6Axzr+k<p?lS7bRez}&gL!K=QKVn$Y8iQ`-+J<f@?
zYp?XSh>)~TeXUme4nGrUA`$H&sqMC_<589JpYWSvQ9o1`0wo#ma?>3p6td`d>z2#^
zK*P3-MkcO6?xO?dZY&kJ$2*Km_5#Qo0sf|Zx*gvvh07&^2<~I(tLC!4b+NO_hs4UR
z@=bA@*peIz%-aPYpsYKmz^W4S()mcYvlNr#NMts<%jJlj(QfJyqku=7R(S#q^`}^0
zzw_r}=qKt!E}50jB=8yW>}~RMx9L+J%=QgZnd8JRX{+N#RRfj@ysUZq@89D*p*zk<
ztJf;cD<eCj(VLNk_a}P<UQg9bUluw9ex|RwwvF<q6(OQ{7nIMeqgw;!u|9e)miowm
z@_!IGBkr|h9@Cm@&qD>O&o7=T)A0~GE#;1!ysu<+RRg;f91N3ePlar<-&&e3PxtSJ
z?>SDjZj|{b#N{(PXuzVw)_xUsZ0Wu7(ZfWE={8!eWC`vUDF;DIwq~Acp=BuR)PNR)
z5GU5V@<rEr`D&EkRIYP5?g2QKIgV_9;xc*duSE@D<x|`llo$RN&ySYymQTV6vYAlc
z<NPbb0Wzakf1@tH5;y8}%cE`|5V9dZw37feu6VQgTg7SMrd9;BkSboNrXhgTn)sCT
z;ftt~W`{nGci};UP9EVzNvr>agw$^@U*4X;%*nUD2<zcZFonW)-HVzCH$t3P{x(+d
zW!4f<(lOaLm@7vL2p{`Pn{0OBTH0D(_8rnle<674G7ko8n6qxAref@3<a2$vTaGut
zM%2x$CbnuWh;Ri9l|Iy!>b+zWy%w_<g>E$uZOCp3_f&6l$zYGdbGU_j6zVQoq0Ur{
zUiD^@?!6t7Bql1G;nEFTw(SmDUN4KtgSQzOf*3QKfjnJ!y$8d9f5Glk_AZh*v`?s?
zwp>{)tvX$uQTwX+>UC}hk;~uH`}-IZ@h|q&k-8FZm<T@FgWh~lJMLbeI{P0!vc%p!
zN;F}cZ16?_L6<=qf}-6;t8tAfey+gQ0U5-w@>pIgQO5d}r20DGVt=iLJoR~VF?gsK
zcQ0eA$NWTB?_gQ{8yeC`VJK_^yreI@YP0gqJnVSBD#7!yrg^ZTGlhRI9C7fiu+6>N
zt(M{AQYhBH+(3E+C)jK}u6{g9k@)YTgVq=em|%mstwkYXCjGC-KSWTzgO<skU`u~O
zSl(3nx0u{lmkLWJylzJ!`t-c)^XK;>YL^N*r-Oq~ZlqG>D$~9@WtHuXwj}G7gZ6XA
z@Hoi`O!s#m{q7Aeb}#qrko~J!yDIOHXG=r@z!)pKG#(?4krMO9)TJ~&k-qQu;`!+W
z=usXRcNuB5Srl!PUGjYNGg>iVzAR4pG`n)C^$xQ_VtN*^k{I<Dr-nK93Iy8sD?F<E
zQh6Nw$jW6LFD$drrCTWpKkY+O6f>`KQkPfZ6MY&f(%X5DAQbsOkPrF{+@@+OJ%GMK
zW;ch%Z^u2Vs$<We`NfrxLihbxzE&(S-5=&ZOtCop@%d05|ISsnQ<u)A6Q1a%1VRk|
z&(XQ~Gx@)Nd?GrCN(VBBK9q7kggHmw9E(&aXE`P3IUh%&)66M^nND)HavFw_vLS?6
zHgjlWPIDMDbJ*v1e}4bK9^1Y9zTemNx?b1wbthhP<BX(K9=9JzhFRJB;uYEW(kt9+
zFwtKAj07!cNR0kZ9s2qAQU3`?n;OgrrCn=JW!6c%6l{MX>Rvn!*ru-SXmzgGj;o3x
z=^XJ9-c;Z3Hd05PdK!j7daXmXLtPqB`s;mD=G&;Vt$7!bR<QVUCZ@x~BD^JG-&m0H
zj(>KC^9TFw*<+>bs35JlMTY7!*Y!sNFoz)~z}JL#T-o16O55v1$7U~n>X{Ks0;kT<
z0NODh+C9uM@ybqCg^Ssxj5I~u?D<iey(#mva2%vlG~4aXNm1(D@sfO<>I8&VopaV5
zM<qAd|91WAMx!ED(Y5XiSj+e+RAs-LL3~jw1(T0{{M@+kOj}1|9WL{H_HfxD^9N1W
z-G%Pc%J<t9WNxlc_-Y)vVDeq!>(gjR&~@Hoj)abYKsj$~-Z9&#Vp9^v#t20U{21He
z6Jm4C1_)?cuH45ex9e|Ro!qJP*L#i_zY+P)`?I@A^RZI%Ngci@897<O8O<jH@9@kl
zvHn1XlKiNf5b3Dn8AI>qTRl_Dyw9L_xAu4a6GVm;LfaDTSAZ>!1f2L{&ChY7ri6)x
zpX^DFGS<shOlTnKI8?1SJctqt7jfa!Rr&eQ<okW9qRHmyiJi?sUEi;ot);?s*hIhh
z)veel(h6;tl~_ldn**M~_4e_}`e>K2<Od+}`UV|+e$XMP`Z4-6?>hR1l_tsbn`&uv
zMsBBc9#tA%dwo#HFt<8RZj<HsFupdoqc1Y>lY5mVVDmxms8j`&q@JJi8I#4Nk%m15
z+Zul?ihp@!8Y4?<0^PCb>KyVEs*p^%KnVPsEvg}J7Ix~}&#o`;u7I*yY~)16#A<a6
zkZ0FwJ6;p}_S#npzb@I9mx}k<1M0ESR6h{5HQx3J<$R&q0ruoEHBi3qvax$o`qzfq
zLzhRfsgQm(f-GI+{?2oc(nY^Aza~ZR&H^;ONJT+V<J!B7w<*Qdv0+0$Exui&Z94`Y
zL`H57FAj%ACHNF?<+Bd_*lzt30c}>ZQqMX>hPR{y9qXg(7ECp(`r!eGpAU!v9F;x+
zkcUkLy12prB`xDlTW+b}*;5WGX_J#-&0F5~RKp2^&PX`25eg%s-F9?UQcqS%)Eu}m
zIg85`YpyB>?=%T(wIY^n;pBdZ%oF7he$e**amhB%A5PA%O;T;`g3*%vla3m7>X9>W
ziSO&3X?&;JKorgaGB%K{u(Z;#hV593kUI;YLtys9;#0C4rSumnmkU|H2V_eN-mdn_
z@*vkOq{F7)QD4ngH=fD4pI%$`z=J@Mxg6gJ8M1CapBVx*YCD9il%IxCh$DUMwf3oo
z(i#%Cf!kqryYdOi8yRBe+Z6Y#-`OUEQfnGniOl{O(ywi#I&-DB)c=!3f~pe?b(@?v
zM)OT4e}(h(*q|Mis@#a)z#Zg2-5d*yI*F|CCx6_o=hcfx1UDY(>zHjYh3W`YK#s#_
zypX>Cv@92!Ok1Vf&Jz^cw0~N3@+IkRWOcF`IVP`n@=8kFjNGzWZJVFbzz3GWmd)m!
z&JDy|x!Et$GZv7Tn37TED(|9H(%W3{^3KVW=Ael`)TEHuAQ@c1SaUlLjoZbJme-aH
zaZdn{m2W*t^Ut>jW=t>q(*-p<p7b54P%A{2kyOwjjR+-2E4?z4AGv8G)#l)^r=fUd
z9Y&WdQ^Cz=3u8wfNMN*gME>q31G9n}K$yTfDZGxE)r(U|yKzn10((MMu}E9e=BKc2
z5>7>oAQ2@5%q|_<v;W#%wwWr<MyN;2rim^OiHY%fz8i2#T?J^PM$etLmm?ZmigSFF
zE7#ClxLE)jzuH^#Mn7`x%tt@UKPUOsdLQZB>(P-*6)2aDNg^sM(KH0SBJSc(#{;xw
zo<UV$uSI5ld8*2O5>4Mp*o*MD^7r4XBHi#7R|2r}L2LA-Qxz@~#dh^inL+<kJd+j#
zSqOt~fkGRyI`Myxmmp6<t&~sQhiV^EL%fxffCSJFrApf8xP<R>57wGmpCE(c9xp~6
z`0Xmxl46Q4{rnM3dh|(ft>;K*UlU|8CDV-O#Y(qkiLX*m1>H(8FuZBTMn?FJaFNcw
z5S93zD)!;{gR-hodSot(Y!1Lb72}B`)Blz1Cn_+W;qLYifPV}m>9GWw$><Ctg4cNt
zy(+2ydSb9gx|OFS&loP8@F{snc5l`=4j9B6=9ArS`s+nu>wb5Hvw)sWYp;axF$OyR
z@V=YUMphSih6iED7Rcj0oB?8`amUtvE6N`IXiC|vkU#%Le^0enPIN{6z8|(!MFG%O
zFr2Ee7_4&T_T1+Zz?%cx*S_6C?&qBI{a^Rx(S{IfbLwMiO7afs`-P|G-lJn94}Km}
zh3eOx%&ydNi$8@a-)lR8&1S!AFSA1r%5S?`6_6`4oIcU5QNTV@B71Tv<2$)0;}Ds>
zaboaiSo<3wI%LV%z+mIIZ(6qTg)=^XDx=Q%4DkZ&d|0Hp#~R91ybR?$cz2k^9M=Z=
zX6GkLthzw*lxkCjQs9BgFznXWZN0yx$jraYs}}>@Gqo?Pns<SH`6S!bV;zbDk5Qpl
zyk(#>Io(E6U^wa?0`7!xP`iL>2;412tIUuSNVsongqCwSV(=!0y0}Qn|50UB?14c=
z`b-X77KyZepr%islQ6rRAf*2d(wBP^q!U;WMb&#%YZecoF%1);)(_HsFXz_8CBEb;
z`Hzp(&!@j#tZ`sX@9ypTRfN`Pp{o-<&&j}>etpv<5KaspSu)n?l!`d0QgaHASEzh;
zhkwTM>LAb7#Wb_eT6@TZ8tUMl+bE^IHT+F=10#Iyb`K{m_#m-Kuj;l%AoWzo3_#YD
z-I9kw&2>m&_;o}Z{k%o<WL1a3q}L2hRWVv@$lJAmSClX7)mYDn-)e2gT2x};k48Dt
zwqu#48xg3Mx<)%j8m}tNZr*>UXQ4OLm$>JZMTVmQIa{a<`6oy!^k2|pIIC+$FcgVa
zVu!KK#r+E@h09Fb)V3{5i?T9^@;3sA5N>&t1b*W8qBcVO`2PTkLytqoXHy%Ae55Dh
zAMyA9z|Wfo@ju{KG@sGBKJ*i|21f>I!ry%;nc_OYVjWy7DdM{A4ZzmMf#HFTx&OS6
zA`eOZjHf6;Ka`w<w{GM45vJ=}8{`Oa{NJW5y}55SAa@ae-9TO4g8ysyWbnC0w-O4*
zYQOOIg9+>9RlrjI#QEoNT_x?@jF!4aR*ykwi3j5GA34rjPZ?f`I-Xv>2r!G=(84KE
zVbSM{oA!Z;=4;^i{q>_z3X&h4_6wpS4hA8&`DUo-N2W3V)DHM>L$&#sy-P<-#6bWE
zpmvy;Uga3(QZ=EyIW^7gXU1yAiMGZDPw%o=D~+RW4KVMujKai}bp&(R!D{_r{I%dw
zl?mFt$R+HEQ-wg_$l1d!auCUXL1(A^GfEekjm?zk4N*fc?{8l&?SPX^FkkRZH<beN
z@*A-=4Ek6pamXxwG8nepPY>P+BO1!ZJ4<R4m1lpepd(HkvxxtC2ChGnqSV6cCBSjW
zg7Z#F8oFRMs5h=YT@_(|$@uBnoR!t1)2r_lO5_8X8puOmxh^-6VjfNy7RmW8u`Q?K
zF&*9e_j_liMTZWTF5*Ug@5xuEH`z@-U<9C~jBGQt=-F*0FB)@dmeQf66Y*bOPtTE#
z^x{q8J6aaZjD84>`}x6CP*Z+}gVstB4mB_|c9%mQ>Ug@OhmBqpQN%WLm%*TrSofrM
zW8UP><)6{ITZ{-f8ehow)A!$9jL|QC=jB^Fo2g49w@;-5Y~kshbH%}Z**5nvRz>~&
zyBw~bgkYwqX9P)W#pv6aaJ-D%PV!7j3PwQg@}Fntj)lIFFB7sBzUBP|3Zb?l%;hb>
zZys&c5my0)bBW~yUA|0I9{Ml)*)4R9@wZ>H&P9J`uSLk528RlOJP}ErwF<A?gxmo2
zOfhZJ_fn5}Cj*63r{aukU4`pEte{~I^j-4jrl#lU0S8}UV4fiK^tSKq*335IXl~%-
z={_Er+A~y9*$u?=uZO<CX2pLCAJPQ4A=!dq7%<IuEkdj(Z1HAA`+dwNFrH>lyJ&f}
zjB{;<0Kaop_;O1`wO@Tuzqv+6yKFj2=sE!5^2^8k_LVsiuUW1UUm-OxY5rD+Ai?#_
zd~91PQM!o!$cc0ykvN#UXeN;FGaq19vAEIOET2Xx{-%$tAjl;DrlSltvM^_&gZ9Lj
z9~XrC`mDuSI!cQuQ!{-W#c3)J)lu@9O|<?nUs;PZssUnKJ_q!|N;`gek<18q0a22G
zfY^*mnO>`>yxQPPSPx<Nf~s?1W)Pnzs)f$S6_Xe+qEuZ{ax3v2wK34b{jGnqY_Tr^
zL*x1fN%@zHY?!0-clM$J)1eLueOZW*`&2nuhz?cLY)|0Mq(iSuCldWu4VgToAC@s>
zWOubYcL>$*z<z?B!}Xh09=}h{-<<|1+;ND5@6Q5^qNQ^0WP_wv_okj@bjHqq$hpy$
z6>{;;kv=9igU});r_*&0m0~!L+5U?4o0>|*rH|FL{|f>KI&j=r2Qde1Stf%<A2J?B
z{OSfJg=i4L2=hha8JPQ$yy%N<i67r+!q}Xg1yjQ|DQn>;IaY<h0O}xaB4M}2boSmS
zDPUfK-bpAvhsr;Z(QrewR~)ha4w*_z!Qc498mckVN{wr~nsLbjRL?VLYBM{8=>sgM
z%5_%MJra|-%670H|GOQuJr@bsZyd`uNAI~F36?a<x4(MKGu$u4<Xx{QpD)N$OpHM;
zeD6EkLW#2MIn`yy8!FA10fi0cZ{V$O->Nj-N4U7z;CFE)_a2WT^S^Qb1udgLzh1?i
zJ^1;g;-F!#_-W333m&LYlSJ?mJVTagM#nx11!?qUe^c!SA+E3ea)*0)!gKq!x2C@4
zZvP9C<udNX>6Y{#_~C};-Ur6tt0KRXaoS{pydo!s?nf-aUT$XGjr}qpwR5xJi~Y>W
zPSwe_urGq!3)KBhlZqRyn6le$H)&hURXIz{{av6)F&gS$8_U2u(q0YbZy1j8Whh09
zn*&$Que}+6ix-f`kMx;8u!#OSa^k0>${kS@4qy+Jm>6(eM~e3kbb%j}=hTsRb+nf4
zmcbe$bHVNY8@vxK?)U0zt4e<9J$*Tv)8e{A$$-X<sqC1^GzSjEj))1(bV?eAX#A!j
zF@Hf~glln@Cl-BS{Zal(4)ct-Rd6mFMsyoXV6gP`q+U9DcexoVR3-FTsUGQjkg5-d
z9tDgd9qk$@wRqjy^8Ogf(art7Bl^l=3{=aYDis59h3BH%xpW+CN2Pa?%qD#XA_?6-
zx7z?1)Mt3J$HS>)(49=Jt2$jhJiW^}gsOGSpuzw^06$lF`-So--)4(pfSTRnG&t6s
zUMplnv7p>$<7VS_T^2_u+1KVP8);n3fl<wnead&o|G^`t&Y4VjTZq8dBas<v(p^+(
zUrpNUSur2x*YG5*p|`<95b1NrhwPSO7GetrOp8}beRuo<?>6-Z+nuK%Sa}F3U}m~C
z<Xb<cNGB!!IhisJVTbf1_*Z6%Cqc$|nXem!c)2U2#NTBhchBB|dtD{>vVwnyi~WG&
zIW-;qL9fx?5wsdi>);bC#P0x>&+?q;nDF`fR7KW@)bf*0P)om4$e6w<!)s7Ar0D1r
z?P=ldltyR6k?wE6Da4D+gb?8qg|tvxZ17E3>p&E#H>OHOk5$F8=c0EWa?Rpfzgy$k
zG#$RV8~g&&B3)wAtQlz4V6?s&`7b#eB+B<vHJT)vf|m<2_81g4;P=?n_5l)1xJ9LP
z!8fdJy7w77jO8gt@oYzG$mwPO)o%=YySoB?*YTc1{eQM}jzKPWkoqMZeiDZIj)!!f
zHa#kH(dg_l;qs?BY+frMM{Y-MVY0yOC9JZoj^!s&IZIlbm%qoDhfAyU-4{W^-FbTk
zKkD#io@;)q`SN>cm6TfZpp(ulR7eA5vAA?(@VcBrQz5#Q-F~3!hc-35Uz}e;58m9e
zX_@GF&ujjmE&WV#9XZWhjt{sN=u2NSq2`)+Sir5fdTF7Vcrn>9l+i>_D6yO?F{r;-
zM&F%g`6mPitKPA(S;p)OV;d1I=yT3#kMKvp&uxd?4P8IVNpv35y;^J6`0$YWnqE`$
zDR>b6x^6@t)j(Geobtbz54jk746Dq#$O#)IWVL+Y4|Hp|j|+&G5yH*T5Zb){wqBGc
z+ND`PEQcs7s6|ZgPW3zU87g+4H+}zf$PM4n-KWB!{T6xT*Vd*y*rm;te9F?q$~0iy
zz{Z9%%_&YJGeN#N^{{hudQd1-H-(&yUr;q|3|3E?_sxCv<>sHtqsJ&mhYSno{=NoP
z#XqXT50rv1dj^U^C9vhP{#{}doy>cAlJI>4oA_VCr`jKS4uaB>!8p-}{nHBfI{p2u
zEWKj2+Q8;f)X67Bp|0EH4pi%OrDF%%#RYHUwhX+!hpZ6?;ku@6iW3hl>;vkx_@VqU
zy_4FWXb9*)r?izT9V&D3RuWW?j^I#}jHiU-FWfDR`hRr98kR(!eix@_0Q8>cC&PVa
zn)|P~L$>S;|ICDycp%|EEd{k%Z<3PhAg&NTRXecc+dF#kJ6(g;QLy8QZn0Kd_KOkk
z<Rcq#=w&qLaX2G>&%#IctD+THq*FhO2oc*i_&ShK5kLND17-8`I`0~9&XS?eU_z3S
zsv>8yc(sVQg`4w_M<KfJZw)hmHhg!l-Ntk0d~n&a+v%;>N)IQfie9PLW%bLSKSFhe
zBDciN+!YkI1AonLnEgnX?V0^&)DEp|V)^&xO_CP9*1}uh>#>Pmh=2x8u{3zc-)(*Q
z^MPQg_!HpQ!O)8(KK@Smk#==Az))dl!T67R739%BYBj3qZ<`F)6+IaZTGncaf*V^w
zhORL_oa_!@Sq^v}RDi}Q_`Jl~d{)`MPIg_Yuhd1_)yYG&a}XJQPZ^5wg1PMdBRvuy
zLtL8q4(TS{IP?i&ZIc+8G_e$;O!k90B^K61#zieQVPHT%xIX=qqEWnY=KKEIUU$0}
zUd#jkp0?E^1PCcl1tl-p@9EPRc{U}|O*dwA0ycYRV|_c+dQXYzVcKz*BIepl!)rQT
zhqG)uiUAkNzaX2%5~Zb|O|7{rCm~GFtYJ&!iT8uT*0DkptW{x!YuQfD>bK8i>6%+r
zCsml33&zq*iuexe!x~c-drEWH>h`NyiFqW_gZYp+OcfU=2VDPqu~v*~yMpVS!SQe9
z1ih~)q-27+MhbzxBD;5UtN|1dgSsXv?Oyy!SI`$#HrFLKn<k~%5SK9JM)cWo%*X-?
ztlLqGQ*@JHuN?W2AWp2d9#jn(DN3NO5Av%OE<ALxI4<jjm$@o?R{RV922o5la%f=a
zMjq!wOX()J0prxpN{m7{0aOT}{B&sgM0yd;^*ej#X?F-GaZwKB4vWiT{jHxHUs=6)
zNY5d)-&aAylTXey@vdM2brf?3$q6cA5sA#P4z`0si?ssqb@odJ55!e^BR`4EdwCC?
z$b-mIQ;75W2)dN>gVphX3`j-%RlNkuWR~cam_-!N+|5mk)xGIeCWmVnWi2tyI&i5i
zjM8!p+#6C%VkqHKP-=|*<}I*CLQCYT-$zpqxED36IpeJ--#OAz#$u*a`!+jjAAo6L
zY%Z@#4gk6z7rnsxH5ns?Jozzlv}IjKFGiw%f5;&EyY8DOiT3Fwky<?uB(bj${L!6@
z!2ct{{-7!1$OuA=17|K^0B^_J-~cigC(+8puXO2$SiW8zx$e*4=r7tVR`Q4;UNe}=
zxfk-7$SZDrY*qZZM2o)QRT*9#l6Y}r&IC6<HU^E0RPmGovgKl9wU^J%zYM<CV{umE
zwJ(i88SK&b3?1Y-mazBtGj}4D$EPLzLAmnxlNK^hqd^CQJ90?R_B}t@>_`m2dpN;)
zIqU*M?--n~#M~|JKr}_GB_ACcP*7V=(~*M^Xd9!Vv@l00(j5gJdUf<&)vu?Lj#9x|
zJXAnE5gin;V*u+?UBFL@;5bVhzP!b4fMrlfOYA`>r{)QZ+aHt8oV1+D)(OZ-ujc1j
zz0SG$_=NSPo}m426H_(fPu2Mo-33CrF?XXotG2V3@>$EH1B-02z5l|p);fygV!;Ok
z2(&D&<%QV=knqn>XbFxikUF$vQn7S6Si)VRpxN(b=ikeB@Sw0HA<>fw#xmtKAKmgz
z^Okm_Sg@$XCZAxTX&@T$;9-hn$=?$MzFEtYUGc+Ay6B7$QqlmSfr^4P$$072dj4;+
zEX*ubsTujyMj93SFX;HGCAnp#vJbd2AQ)%)L3Hq%(Xv}V(}hK&t#i?`ara~T?t9or
z%$x)O7&iG*>rz2+roXFc1P#+Zyqwl*T;LX+C%?o*K#Y3xbtP$7C1;d42Q#GfMqi^$
z0%tI5aTI+@GQZlX`X%`MvGlA|J?$&K;$M+0i3GfD@&xR$Bi7?Vun(o7yeGt5FGN_c
zK4Uw<vas}ZW!_hyMJKq~BKC)N>-T`dT&Cpt-3>*4RnNl5RF0*-CG<Lk#sUk$T#ais
zt4!N!`en`No>zwYEccMRzQnPw$hlXrC&zak0sATELV|7CM!TWovOmlv_JjZHc9SJa
z>L)cvBq}JhIdVot5=ke%N{(>%oVfIDlc~<}?h1Z$5-NP%Z~=cuNLcfAm46HHSctQR
zT}c=A&VR5027_+vb9-^vTuzYwOT^!!b~11z@F<m-=$2TPYc`W^O8E`4ztwg>RV!{6
zfEcv5vh%gLm!fvp0*hHhu9VqIF@Ow04=#UI`@JUi;_*dw$sd2{NRd9M25T9`GL^Wi
zBV(5xp}?G}Oas>no!KBvCam)xoxG~!Rzu#5-QHJW{wlL11A#-W`A+uD^2cr*ji(<Z
z>g}Q3-sEJFndpOx<3UD`3HamB^&@)m?_}M>XSPJo4;an;w|K6SUy5JJWdR#zM)tf9
z#;4c(GF$25Bs#Agkd;1E7F21N)$~4~CMBerI>$+(loVAEqyZb1C@pmGydif9Gw_5#
zCt|#RS>^&q0?}=NvlvA4NBdvr*S(E{E-8;ec{ufO;ef~?$NGc!L4yLM%e-L;v|h-g
zBYTtXk;{Dt$F?Ucn)0ce`%?#url;E~Rr_rvi(IEg6TNgt|0K+XcvY>)Ri{+hQyBsD
z9K2DyPYrORh&pNHyPhrZboTWRqC$F?3B7WX?;IMe09Fl}($2!6XFY85dbw_M2M=A8
zbLpew9OwdAYaWCRl&;^*l@7%Upcurt3fkDa&Evt+L6bkvUKc=^$$AOtx+jHY4a?VA
znfWIc9Z(*Y)xQRA8sOkd*vpk!KR_xzbQh0Z)uCXLQRet~lvd84uzLrsvVV@;%t<tp
z7ScL&L}!tCV9*B#Mp?{F;J6h6d|>4MP<d5HVBy^*k?}ksf3@NHyib?6+Z!Yt?iGs6
zLHy`CRG9y@f&da>=0)M<%B-IY{0ov;WP&_Nei6hi#%|Q&d)MA@ZYyw7mShgqDZZZj
z^6g9a2dW%WJII`rh>ac+cMS#v_m;*Zd$cq1{AZAnGBSVO_JA&zG}d#mWI%jK8KDE2
z1L)gEu8p%JG7ry%oIjCXdIwaKm2`wIg;M|I3wn8TC%tV#NLKOF7d~i+wSk$U-g?;d
zyeqNDo>jLG8`x$tA8jjm0ZY)mFw4Pn%U^Oye{7Q*1gVe3@GU(?z?V}gHQTPkiexS`
zlO`tL@jK_Bl6Xe<h8BN>H38h%-H9m*c1y>zeT!STzs0T2KiA=UFgbGy8zn3FMQ52{
zOjsS5{sen+yIC@*M?B`6?-ldqWP-e|d)TkT-Rbs|4spQq8sFIdW92WfeT7+!*h~;U
zQ|N=Sw|T36&WIvg5!4nzkT7a))(<(j+|M}K9}4|;tM=!qZ%r0@X{sO)^9aO1z0+aj
zhw=lwcj?|jYYcXg{MV9cm|&pE+|LERes>cIU@!H^^3HvaivK#Z&J=X#=@r1-ekWy#
z75qn3D^)qfDwO!t90-b~&3K}%S;uTF42yOr<Z4L)jpW)qyAQxRgOeN=7UsQhUa3n_
z1N)Q0ZWe`rJ#%*8<3nlJ3RuS%h>z+Cd!BbJ3#5F^Y;GW)0Uu;(xo&;cZFFFl4g25%
zfFOZ#=%1;QS*HO@-?WKaHDce9;6v79MkY3Hp7`sDpVp<iu7)e=KS`9?;Lo4gyYs4l
zJD(DA_HAaQ&>1y8W&)&V#$!t9sv&lzVP!g^5=UvTvD)3s-v@%33SdWI-r>e&%Z8U8
ze|+VeK|svkJZ6EX*rw&=IZK|;>IF-zy(l@UFBd$MZn|c?!AC02ga4ha6|@p}aSk#x
zm$1nbi;)?vkiGDY=mZ?3hYn)59Ur&ltKWqJe$gCm69$<$j62b$RuTOdPuQ?SWt>GG
z8l*kBtJh0U%PM{<bcEBCDo}gIOH1KfP_1&J{E}l2+LzaHdBml0W&F6-A4f{^i8=V8
zhi>!wObv>8?ep79MbohT!h>nECa(4Wt||cNR2L&*X5-YyM(<w@4@eT1rk2i#YG=QP
ze_5~|{w48_hI(G&pLlM^_pi}un?R4!$Hc<ojUKZ91Bq?=dMB^wP=NbPVSjGRRfGMG
zs3&YE#>Y+OxJG2)e<L_IT;q=Tfk{kpaeJ>xQELLrXbM2$Q)|^7CZ11DABN2o2fn`T
z_BVAU659K<=Xs!(m$lZsgMgek?0E{1XW1oIqg1*AoKH%v2H|z>yX~1|pzsFXi}Py>
z7{kl!^U38qdF++efYYwG9O6XNSn`M7D<-HlJiSg~W<syKjoO^^$DJ@d`gUd{US+#G
z`GVoVd-KW2tkH{KCWVgW;RjwlD{`fK@5lwVi*z)#6Thbvy8#D1k!dI#{LJv5uV3TP
zD@AVusqT)xW*L$EVL1(1$;i!4wiw%p#Jdep>d?X@j;pw?pktx=cws60i-k(x59=K-
z_!mJl!6QR@R`=s{0`g%kBq9-QQ}0#Gs2tHe2jHgxbpy~V*ES6s-?=VqFDh==cLzQE
z_Veq>I&Emd^714y1)l8O)*(Bl?-3o`__~FqH*qh_0@`CLO2+>*_U@MJ9|fJ&Pj+UO
z4R}ol8@>dRhD(cC7P2d&<bwaIO5EA@n$_-@hrB`}Pu9<ui}Hp30>|+VZJhl6%`PL=
z8^FrTiCs$5Mbg0QHsbXNhvG&ehC&)g>;+Yijl=>S5qjz1M2+ONmO@q25%PlySzo15
zSy-FSBFevdT?rn!4eeDPzy3{MjW-Ml-d>HJp(T&%W1)QqZfK|WbLg6;j#RhY|JDSY
zn0qBP?-3*ZdKaOKtq)}c<MQ<-&DY@c1*fO#5v)M_>AP8<ZyH~i3AhsqXzE@whZ2)t
z_Bfn<de`2C%LNi=C{O&ofbmxT;_^;dex|6Bd7+AGRY+I^PjTrB@S)Hxf@^F}ZjJwG
ziizx{XV0>lLt?~+tZ}Xy4T7G$=k2iVfI%0-QJQ|-|2gfIZWV4B5S;`DcPDE!S3&~?
zCm_9c`qUHTbpxFq$jqxgrd2u5@py8x*j-~vk3f6|7Nr^zbGDd-NiYbmBGxp_`zNgV
zU8YPl0@!Ugtn0rZxhFcOKHbdZZfWt4XrSJ9$`zCI5lJU?z3xfLSO0I$79Z9yo5n*2
zKfe|FhuSFTRkK{?lHX4mQ!ebWGOG&O<p3Dm{r;B~=iF%x(#cu%AubdlRUu*H<(y84
zW8VYPO_Mp#+bz=W%HPh^3m(Ekogh>_YgH!$a9bUAVeNCFlbf}#Ph<P1vDG)mKnx_e
zkUg<blMshKt>B11(R$66CmB--N6YJok+YAiRvoOI8NC+0>Ja{`_$LtX)?s}_PL{4$
zziPn$*G5GV9P_AE<;P>juuI_RY@D(Su`vg@dR0I`RY9MN3G?RzQ|o!@!?YyhLGj=9
z)R4g_{+`*Kr9|=d4D#nw4@hvT-cx>=yjcsH8YfL%Z>x8(9&aLC&^|q1vY3#|a(w)E
zQdLv-zZA}`j;4T3vRx}fCGR_2n=++M1M?F4eS<p$?l{1{OI}+qc@`09I%FHn@GmkM
zZZAeQXSRMNp?p+zBj_L$^~`(6yRSl0V#7BZ^Q~K}BFHw;a~0NS4kmtEaBwOrMx(bC
z>$b#u6;~f!iIQi43`MoYY*X+Q=`AsdjEj%sZ*G)4Z#W3}vvb{|{GrLc1Xib>%h2Hc
z_;;;vYFuFNpxy-lTp#^B*q2yY7fbpVq^bGA%}>E{b<!^M&ifeC(gVO{Hlr0jeJ*?L
z$L;q|?ulAwfu%e#=A)ALk!?juJr8o4y-IRn6J49dDnBmdVSUdPLsvY~-1IBrgCAYL
z8#9xFj3SwVn0m}=@VfKx^KUC_V~dIYoCQXu@9U!ZlRwITyIt68VlWdTVhv0!W)~!2
zQD<J1Lc1*FE*dVfX0ix_*Qph?DDmrL6H{>y@%t(=??61GNk&HBI$jsJG&FGYaB_h*
z*>-Y(J#=foZLB4F%PzfJ{wW7y2YMP>{4P5VU26tf70_Hp9pCW{{j0EGt0r3~&v)gh
zQcllGB#nmPY*l-^7N1|cRx{miljGdcWZm;?d(2Jo>~ubh=(Z@C;4xdUCd=$p$!MD(
z;Ex?00s+A3l$Ls8MtQv63`}4r(q0$!{@f>bF|AgwcQLm!Z3?b3Qf1}_Lyk%lhyFrR
z4x0|&g$Bo6-m)gIY;~*=o#fVLqhV4n{Fuxd?Z~ahMlxYt+=zcjYR&rl?asCW8F&0f
zoM*|c%}Iw}t>ZQ8d)?dhuB|SUNB$(2naL|u4C*Ad1+5))q1ragUM!ATsy#y%lE$ZR
z65I2z273}2X`%PIS8vMZVMfaU(YSGG{}_Ij+8ru>?aAx(!86$=j2<0PePAe?pn%;F
z?qMiAh)V14-c2kBsJ#_h;hU3#%<F~d%m@mZ#i#tKx2$uxUtE&d+JHi^+w&-zjf1ci
z7b7@&fib#1JiX=fWJi+pcOt&|t$gkY-4@w{wQ{i@GXZ^s!oa@qUw_II8$-WIiOP4u
zeFuvglUF&-(*J^@_8N(-f`B&GbfA9QJ_^~|D`qDDY6oyS*2M2Kes7Tt1Rsz4Sj3|*
zi7Kqh@(zw-SrBPvi1iuIzH7zS^Rpi?aWD1LXWuADREl1K(Cbfj;HE&S<=bPf`ItZh
z%}B}=8K&Ii(3GM4sS!K63rrcX3Bq<R{$`~9YiSRK{%(BxwAu-7no$p-=q#BgM2llz
zTV1(cIDbu4{@%M8_Zct(SgDGpi_ta}?X3LDrVk8S8tSp^h}bQ>Vz&tqaN2MrUTz%D
zD!B20<MG0!i%H?Z8<(`|ZPVLh20#9NZDoHq|0{BT00ZnWJvBjevIJJ?P2v^SpR!xo
z5nKCu%aK^^O6MMtZyx^?%>kcQW`*i1^HZo*w0U#`ZF<T2q>wp8jB|Z)lDBuz{~OR_
zy&y5tyN$gQG@A?T&w0Dr$O{{1TZ_hSj?Q;(W!L<~PS+NraC$2F^1nB|Q@@4jVS*Q7
zZnTUW8~iB6Ai=<9X-Qw%`oKYTfl-OrnW$P{n+?19M*p)vHXGRfr+Y>$T5OJWyzMcg
zBUy{>kn$f2z$Kfx8d%xBx*Ob4mjAGPZ#WjHZss_gjO-t7e)2r&X<{MQ1HeoT1T~|(
z)GgI<@xh5n5WG))&Z0+G5PnjJut->RdQ9rT!t!rN5KFg-_ljm)G5^I!ym&Xzj?1pZ
zn)34xC#eg}rXU~;Qnf|!e3%SP@BAeTk6t;5&Y<bau6vNq;Mq6%^l7)n$F(I1*FtI_
zz&eLx%r0wIvqj}yo40S~=|eqzHjp`UedNrk9<}9O&9O;8nBR3R4l*psT#PQeB><;?
zmHd8hE-)|(NU|Op)5?w<W_%1-dQgF0-sQHR>c0^Yrtfq|IJX!CPM85v*s&>#@Jb%|
z-=@E#7coa)d?X`6aLU8Y@UTw0RGQvzl7c;kxW5<C(Q4pI9Pen9-CEpr;tHb&htcKH
zDR-KOJ)1Bs-VJs<Nsp%7y#<}bmNz90o=co?K3S=zXFV5ij*{V)m?BI4;|V&JDr!3J
zM$8X1G8;bq)$Z(nqVeo|!cQXe7Olg}NBYg9kCCCBU|)HgW>;F+SW^)=>&+E$+7aF>
zTOKG?v%3)LXElo-QOy0*E9_-@Wz*ot7rA5mIDp+98|?49SlBo=Riu<+LnBu<yy!a~
zI>;|%MFkf1#0>~QPg!56qy3HSt@kqUPk$r<e~bIjAWFo#kBxI1N-PFiPP9i{%!G0i
z(C*=Ja^CX;*OIfe1xP$R$$DvKtvSg(x@aS9y%6#NYU6_bVK~R4hZiKoBU3JZNAgpE
z9Pt9DHg9ij7pNDs#%fNx{Er3P;{FMwrNWQe&uJZZ?w3sd(-MO?V=9`CpH%+I6%g}q
zbQtDrzvIOu4Kw%-DBs<^m^_58-U)=>T}NPR71Kc+_Ny(@6FG+1#VwLImJYl>Hs*_$
z`+fd4`+?I0H+tL5lOz=<Q@$mKzA+H&w^39T^{kfj-pBY$##^t1Ns!qM4sr(kyP+`A
zg4|S9mRIBEukBqkaPaXp;A7d>Eb%A11P8eUK75;N9|=bCWP=Pgia(;u@y^GVZr2fp
zMN<SsW#$iCc}HeiK2?_hyd`~Gq$kKnMfMZi^T15BsJ$t0^V0i45{5Op&)%=@zhK`e
zR5Ghj^_Y<xw0h})Hj5GafLF@}x$`25|AhAyx)}Yh{r4EIo*~zMs$7X?`u*e~h8!<1
zZ4t$9tRKu1H!U=<<+4R#k8wEDwtFry=>LLOKGy`^dX6*$m(py*L=VUjN@EWb*ZNd>
z=p`N_HOq+?+D0Rtrf$mKRXN2O&K(l)1Lb6zsL7-dz{%eqYM;yZPuQO-^b79j)4oP;
zD#p#C*%N@M9I3ea3GsMMsUV)fo;~gn`4pR5f@*Pvn(08QYmWJ*7pn7`cK>uMi5BgY
zPDYgl8UG9Nf@kww7$F%LoEt#jY~tQt_VSs#5^n^&6WNZ{E)KRucZ$^WUMM7tJ$eVS
zv)1U84b3RK1%48pa_hKibLxHX`es0}XvlaZ0GT<^%F(YpeUE}3u29mRQW#UfM689I
zRsw=1H!fytvHzgt34P780Alb$M?7vud-zL;uz<Ix-}zYju@+g$luV&mo&#$kjh{XG
zFQK?pmE1S65#vV}KiWrGGLUR5U?UG^bVJD8<fh7@+byTd`i#5JE(wc~px2kek_mbz
zM5?2ea#9*v;o%0)=a$r1*A9waTaNFy6EQBQpNS;8`87E-{wGP<>|B<8aa{LYzeIma
z$F>lUqAr-<9!S_JJ8QtIcdSqP7%BSs%v@;mYz&>3nDI85oi-IEd9!1>OcM=YDbO7V
zs|d-U7yZF*cpL0T$Amq3^iwR-@EA7trc@LkW}#V{)hWmKMLGXT%rlAPhXijqu$L#7
zqZ}I!_HsWuHy3F&I`_dI=VbA4Yd&Sz^kxr9#by-n3duDV)U1B$Q(jpKvAJu-&r3v}
zN*??dw2kmLFZ2J9CDsEGJ)V&-A4}s!=um?VKt&U=3ClKJPFM?!Wa8r-uMvRltGREW
zTUux%+vbFr?}vx{!G})It-(DvDs^4fBeEVIKZT#7Rh@<k+3-oUYzIMpghxyVCO+9E
z*R3?xkN0UgGoenvxiHrDFX*)QxT`62<>4F5(1pAip)y`nfx!;mM7_RiEP3iIV$#=7
zUodO+$THq=LS!W-=ws_BI@>i??^0!?Gs((+%ugv8FhIsPaa?UqYF1a#FYl=3omQ33
z4kHZJJq3y3T^sYkk2IQ$-j*Hvo{EQv%Dfll&E#2JvlzL1_Z6U}Gqr|Q^h*7&#`XX2
z1NB1<09@yyJ6hTHi5GL<->%c>{T;;fQaT4g1MvLHYADEqPuwBz>jD!SndNOshVCHH
zwv;X6)42L)8YPdtImPxL?jySOjStfAhn}m0jWM`ZTa%1hO?qnNjcaj-0=x82nqHqt
z$;d}cs|`-2B)2vf_;d!o9t|24rDq{H^i}%Pe?e1+-ru_$U**GKlZl_QohCH>o1Qah
zn9*I#;=$v{*tF`)9FwYAEARoZD#Pa<L0O4mz~!z4$-sN`sh8)bta+46b&Rgi<&Z+O
zh`yAoE@78iH<zP!$!25zo@NGPO@JNfAjXMs`^gU#tzMzik+SiB^!D6ivxw6&NVQM?
zY2G^V^+M**2|b-2b>X|Ah!|-wynQPhx39}w%64fQ%^T(~Uc~^q9w$-PaG)bTaZ~(8
zYfh3*K;EFy)F5k_7zLRk2R(^YoC^GI`*fxrj7*=%nO}ydOdD(_sf%K*3gsDr^fFF+
zVDPK$sBDe7h5ve;C?=wZQ4^&9XWE0&fCSH!%Oak=0c=SDC4U1On;4HOnE$kNtqABN
zcWZ%?BBCDIuIIRs@nNk#lI2Vateeii3CKY02~uIdSAw36n;R>>SB0uEvrQ0yjl{bh
z1i|a$QiBWQqLTY?xfhC=9xo58A5|LCkz447(~i7(v`QL<<*>+R?1z`ab5^E<f%xxj
z3fp(&b@`F8hgl9Fk(R;p$3DKJ>+}A~L8uzbDC@jPHz`KfOKE|67@eD4VoE(~_;@10
z5`d=R=E}Hl@?D(vv}_gtDnk?uy?@+4&^X%T8^i00gKQq;;uisT8@`hvM{nwA=5A*`
z;CV~!J=UFfQ+DHbSQ;KchpXMN*8LH65V#!Sy)f38`;7t=xVRZ?01JouKsii;pO+A#
zLr9jJ{em;e|AKh97n2_>Uqz^Wowxyd!24?^<GW`F{TE`Z@RjRoMdH<~Q8=s1>_~rG
zauIzOw*y<+Z~eQkdUs=Yljuh}&I5da9miNe$l({f;&Lwk(U9qIxW{wb29eRH*BAE<
zJI4y6tPjppgS8quiWVB9TH9G}<2ZoPp6FOp5omunBs8DXtMiRTkRT&tF?S3DN~X1b
z9R*;@XnkL~1@)tV=S4WwOy2&Lqn;f55@xEJ(;=mF;(Y(E8__?uNal_>{Lw#g@}`xP
zBwn$lBgP0QNMDeCDN5^ph9*LEf95J5*p~^W@t}}iHtHE2?6Lh7G;#m-liJ*z`V)8U
zxixVKtL%OI&zSAhhJwpF@Bk;8H;<DT0ZhLXiYk+V$Ys5$OISJa6KWJ0`30oip$Fbm
zfh<XUDr{O@#4cX)UmG@L2eKrx0sYj9D};;s`Fk&1o@^d=z^D=3y4#Iv<KIn+6>JIs
zqD!hjT!eckQy~yrL;(mcq|P5R%T!4XtlL~<yG#vomq!@255}qt08yxSy0I;fNaE;!
zpyd)SwO;XTe3KD$X#LYk0a>Af8o7d&f@3eW57{VM$jRt{=hDpacjDGtavWYUa35i`
zjyPOIZXbDUjSHi*{c*QV+kV1Po>E0p+5&vc*jnQgtffg`BwEMI11Yc5b&+2y=QlWI
zxSmK{kF2jF0`FDY0J@kHxEz(31{^{#>*>6z_hs8-@oLbhD*;W`4kxh9KoE--4WW@e
z_O`wu`<(4R*fRlF@k3pMAT|U9_nq_!?kjF}TEAVkv{KA=aIx!7*yXn2@;UpBh7<F?
z0i|TX_4kKU5C!%M*QbG^!g~k2V^SVF`+|h-L<tJ<EX7D`zmo_}wx7$zCZ<>6oRou>
z4zwcY$6!t{tB#l3v3H$iABWs>=kFA|{nqH}vBX8u#OJk8YjZL3s|xAzJ6P@afbq_Y
zCfpjf0Mn<|;quM=CsZ8boCcM5%e-R#+eRn)>^`3QRDUJsG`e?Q^@{bh9fX3I4KY<U
zRb$)N#m_rGb4mG<Azd=7p8?3IVTdDVZKKANs`uGWDu(SkHBD521Pj<$U|AL01AA5w
zU%A8;gi{MI&|>nQye<Kv!|6&r^U9IslgHBE(Zxe_R&?;gabb5$y^6@2jU_`tq=>rM
zYpDL+36<r!iqh>5)s~m1_7AD+!19SZ=5krU&FX#d(Vbsy&Xez~k!p{Q07euX+BtKt
z-o|AN-PnNX|BIVWsJYT-QMJXznUw|Q$6ip1$aPok7LbhqZKSsl_%fqA_oxz;B?Tek
zG}9BABIy1+p;zj$z$G7&=(-s9zuakbrTyMkB+*HsBd-<*Oif4Q!j&~g)uM#VPHdXx
z4C&KEa@aax<RRgE_n&1uw+LpNSBIR9I>!qE`RY?4gNbXk*X{i+{JmjLehJ$<P6;i!
zjQ0jPK<Q4LuPu0ymFWGfYDT@}jYOxXY)DLeP*<mbrnL_F<qh}LNmo^<&ZQVCXvQ5;
z1n^A4i-|Uy!9*|es1IXU+ZR}6Zd}<~ahh~g=Vu+#4<t<->--{+HYAgRie>dy|Lu5i
z^rCH2)PA!<k_JlS7w-ZDJZj?<8$UL>R};79wKc*3EZVJ!jt_U+n|{ZT*@&NA$F)}b
zD8_s#PZMnk0kqKU!@gCxx9Lr4I&v-dvai#>NEpN--U*g(Drt|R2NXD4vEjo_zXEYK
zJ5uXGY~rxqfCgru{b9$Z9#l8*(e+8)Q^=VJf?UnvtQ47}+JW8*S0OSde#KF9c2LC^
z{0p2S$6LdPVGPPz@Z2w@1j%XQzOdbr^TRi_W9gAiLT7|vCv`4bZYIMe_s0yn#f1rp
ztCs|5oFp-sTA>)cD7E}MKCjQFcX6Vzsr{PUHe)RgT8II18f@0EOmAvLqm_E<YD}l7
zC}cr3(Kh3zoB;2cTMM<8Y2qyg8c&aq41_EsLM8-o$MdZ&)wJt6+3dx{JY?34Wk~>%
z8hS^o3E2K>B>Z?2|MMt;0DG%7oHf0p9>)xcoUbPZ7aE>+K1`$Kb#{u)%!EMje2Kbc
z1DE<R#9eX%FlqY6@F{e#q~Oq4Tq$>K;8c{{CH>A=^v@q19?i-zy##?Ty;N}4+qx4K
zOqx(j*ATA&1k966Y+;qB7g|Krjoxg`*<<*iy-+VJ{;4^L9|ejDI@`^B60F7lTS~fz
zp9ex_u#LO;Q11}8?;rvgvXx&19%o8?d=E-A{6jZvyxKFl7>>(Jk9G5EeS+1(ugTFj
zncQ~CzPa&cABWD!NwIu(-0M>;fsjr)IaF+>+Wn@N>R;2VnokU-=x|;T=u*}Nbc0Z>
zKqiSnNjw@q^%6@WMp=AHYjp}VLMvCTvXmRCK{*0J4|`=cl`=U517X)T>Z{M9>%(<P
z&^rP2j8<LAHm*!gr>673^6>N=k?9ik#L~)sWG)gISMKfydpYmjP~fQ-n(l`Cri$X7
zCHbQV|3(kkJ=iXP&@Is^Z9Zs4i*KGmP@g7*jn38j;bJ&?F;ja7y%BY-l&kmLinur_
zl}@(Ggpfqg8ufCqVZO+KXE6Br9q-^wlfF~HJJ>hGSx~AKLPeHLxP2!kitYUPq*?Ct
zI>G8f;Ey)16j^9inltOq5_lIB+M|AxNzQkjio3*~;8ZPDH}=^koZo8XR@b~|*Va{m
zFZKp!3a)~YSAw{GLdGB@HHhb2qxlV|XPy5e$oO$ggxmgf@~(M)*5&Q-7qcpGF)Vpn
zPabs&$lbc_Ux+9KGHh_`wtXvspU(Z&6tDXUg7g9q*x5KF$Xtptia4+I9GopAj(9I5
z6elt-SaMfK4rM_u*n9|V3jr&hMh4ozkjV&Ow;T-KaBkcz$TGF}L{>f(05HIk4&^hn
zbu+npuJsT_yaLvbV;<Jqs}GIL2r`z4y00{v19ZH5xhO2OhUGI=#C0QbN<{Vpi409)
zsi{jZq{)>|Sg;oX7@Mp^O`S3$D+rxu3DJN3EA~BWEW$ufH&!WLudagx#S)!QVQQ^y
z1ioyoKG(|jck4%2O_X7Gu!bJMyLp!}iViG(H)$2|_xP1}rc=Ha5S!-rZ&rhEf_$@*
z4$)9*1slr2J2w)g{B|QcW~=>QDX%^>=0C0udisy)kxB75FjUL|^+dwTYNE!?B`|K0
zZPaIFB|C6+I4nbNI5u{XPG6h=_9cF_{zlU=3bH4z!Baz)`n0vC`1#L2CU`z=L#4F|
zbfGRcuXi*cTo6UqihSTF`Xw3t^A~x=z}j|l5<JVJdIOs^Mzg4Cxx|uzGPNO5NL<a-
zH2okjZfhy-ql=|ir=s=WP&UTv{TBVe0~|VJjMVZ)*2xQANzc?0&+T&dH89t?Hw2Bl
zuRZ-4m2rRC%Bc$DM7|l-*J`x9|GMKzZ_ikcU(d+(W4J3_Gnt0L0Zfa*BW2t9kq}C1
zzdKT$wV;-%Bk-6&T{K}A0w(>+#odIO+7GCFkJ|qVh{d%(b#ksCAD08s{q#*RFT8w7
z0|6wK*FG^Jzg55TD6UHNn6oF}>VHGoH6n6Y{Nc4mSkWBpGdGH2IRYqx0I7hj^!oC;
zZp^DbJBJTB7|<$j4rX)dh6rlR-s25S_4N6<P4&IdG+9BY1~PKFv-8?kW6mh9ufMhs
zOOA+$yHw@B!Nn;Y{CJ*e`U$0lmJ6jG2@x{Yt-u>(fIQFIhhA8tWEYw1z3_m8d6DkE
zDZPt$QH|2Z(XH|6*w#(9L(cgUG#$o-!Av$aOuNkgnDxEO>FkCJ3Wf*J+@)^xJSNzm
z3-=a`F}rURH@}boweg&c>Mgr^t$53SeV9B~eRnZ@ic}vcGrH?m_OtaqgCrv@g6|6v
zeJ{ovEY)4ywu$FEW${WzJv`AkLaz>Lc5911jYK_}i|(hyRxzfT?C^g<nENd?aRTy*
zCBR{#bi6c5?a)8RgF3xM*YJ~_9CHI*FfH;!<Z37_$@;HdtMtVeyd`g;p(VG3qE%b$
zCa*P3M;15Ky<Q6^wiS6K;>MS`0<4eN4lVclhrASxz3Ek9Y#R`IAr5u5J}BU?7Bway
z3t7JSR0HvDFM^tUt-8sr^uxa(zU<bqc*jX4HZXAnd}N9FBR?A6069_~gQ}5ik5q7I
z9~DH?PMjH?G<3%cUbhDYEwv+J&)pmSO|8A!L$qBiqXr)|8Z@%2Q(Ie?0lg0=g}poT
z{dH~zD9NlpljmN>Y!6STfsVl5*u9txqX>zIX#)k)TZYt~=V(6o>9E|<^z1S8h}8(O
z5k(?xe{}-3QP7*P*s*-Fa!o@pz~0NieoJo=;G5Z!{mO!r%8qFLg<2xcCOx{(kcbT@
z{{m2|gn_>C;Ie&*VEWp_s#>(w=X5|mJMf#@W-70!i`38G4Q0}D()$e8q`vcO)vBu@
z8t+V+`#9rJeS0Y}mR8^r+nj7O!=0|4C!AdEg?~Yp8@D2(Mq{ouHs@yJZX2P2clttO
z);}9*_A`gOmfMm?B|t0fu~C(YVE|0HGV{2RbRel4E<(7=4|@T+szNDE%yZGc9p3;P
zg**<i?-OC`({pI_ZAz0z8YM}rXiY@`l!bDT5neU5R_m-RdF)NnR$0$`giY=eH@kr{
zX7MG35-RHub>yv)?T&Vd)~bfwwSI$Z+{S(G@>)gUXIF=LVR-JJ<00naX-5}y1j_n*
z4*T|oJTwW}n3)Ufb`LArTL7fc1xsxDWMdq8XrEQ@uw&oqI7SCHQ4aQrUT!fTe7qlN
zWwf0a;Jsua**v`(x^F4}qSZU_XQC|%?f?#)R83G9hH#*d=WG+%X1)uBxT<MlAtm4f
z0G3UFp$&ih3u+481T(tT5lP-r;gI8-Qns7nVwI+5&r-ul3!v3wnE>M2ASB@kLEyRQ
z(i_ZwO$d6UK8nL`m|EHcl%Dm(<w#j=+k^3o+&jku2{WF2ENSZRD7>xdymQq@zTU%D
z)MKKC{7_)uchKCR^IHD@fMy;iuA(hEkpXzk-H4T|(=M`c?`4AYUIs9y^-gX2O7w&w
zgYX8b-6ucO2hYw&UVM;={~0*Z)ivat^?T#b))`c~63l6O)J3xq-8*_cbnPH~|5{?c
zq7u3O(DY>+hoB=qgE4f0Bx|TZyy_2=zRDxw_t0;<^8!SEhc6=_R0y@;wUzIO{T%zf
z8vmudra%I^n=8y(a@w;xD;l5HC9@`yl(Yc{`-;leYOFq~vJhWYJj9zPos5I%S#<Wq
z0+S$NUQNeOA94W%n;ozy*ckt6RkA7=cum@HrEdB%lrF&Qa<~Kv(mh-T&gdFqH%o<&
zU6+|u?Gtu;8!RRf2E5%|>9WilIPa=fVpYfBE+^KhkOaj7wu9Pf`p)#ggop*({*JgG
z=MA8vRi;mXvb9o%MEl+0b~o*Eq#)MnHxT?5TLKUg{<ALC;J7t+`(Myp*>s{ye2FH;
zLKA3t-9~U9Z);g&oT6`6WFEDHi)4b1MdL$Yl4UyOAG0+(mz?-kZ?Qnhh{?HVgQF5(
z?|%AN9T96Zw2B>TzXrwneKuNN<JORa2z7Oz|Bs_{k7oM+<M>30T)GLFOPN%nQZ92%
z<(3eIa;+~VY3}#iTuLRE5W-No70q(nFpQLIC}M18v@ydr%v`s9f1mH~9RE6pv(Mh2
z*ZcK)z8;SeovJDfNJv@VHsHe4-Y&3W;mLQHLv_r@ecd3oq>Y)h@_QL&fGr2=_BrkR
z%Vhzl1&A1<^xfB-8#va$t`dp2!Hwy2UR3cu=_M<4xID7Yuxn4;&L-fw8u{RZjFfrg
z3hV2bq0$U@y$=0Spj`gD@q{NwCs?iG%1JfZk5e2ijmY?Iei~T(^|6A}Il&UcC*;%{
zP**#st4*FIJHT9gyaM>#(%cO{TmzK{vb}{6;qrQv<Yl#`_Wq1KxSFBXa-o|-p7&3b
z5pIOv5bfe=VfGnpx!E*jE;|&xODk4GZ+XuYvg9K&Y`@l`U9g3(_AoLrLME7V1L;R4
zL<}`0^d51E|Aia%cl_UP7j5!!HO25yNlDk9@<naC$*C#QqTkQ=k7q<OQ&P|Nn)h0e
zvL{l*p}Qp=9`z+%#?RnBEn}g=<D6PKA+)Gme{UZ__-7=c)F6}@e3uPr#Bdd@TR6-O
zM<3v|3JgbD4AeS}#4sy1Ukq&j78%J6tQ$9tFy?oyw!4H{Stm{up2+jj2Y^<EQZ(a6
z?;l-dzD~~J&$V0{U)XzSdj?k)-g}>#7?wOW*{iI7rCSmTDX<wF@V!TdssG$0+76K{
ztP0_aKn(yWq)MdYPG0+a9fRfnd|`?YHIJ@t)80RMm~iM>qVYSw>7JkGNL^>X6`PVL
zrDx8S9FK!ITUOo7-BBqkj{U>NXwK;Lx5Yi3nQQ8xvYmXck=hC{AJHrpzO81u$`00u
z<>RXP@)_58DRKK36%V$ba9*-VgH`x+y8EDMo)-v51KA29a#1s4A*jZfhpPv=;Gh^G
zf@H$`(eDLOB9Cg>61NUp-M9;~q6sB~xUI1ST572pq+xW$30TQ<YRuVjudK+}A#!-q
z`O7dZOwxLzwFcg{p(#74+VbR8w~1uc6BfaVZQF+Fy4=58X}ec_jkLy;n_5~k3l9H~
zet*kMWT~%L(H((S^QgXq$k~iFgi8>JrFC_9DK`&Oo*Tbp#kQFnxO?qh%=wjNX`@s1
z$!i;y4=rHJh?Bh^a>72vS;%2Szfqu4+eNFAe;@XwG)5Ql%oua9Ng^cq<|(j18&)6*
z=srNjN2(WFqHBiPVSYOd;t<QNaCiw!zyYCZ#e9zH4-`?qt3|krZeUk>cVhT&kqvRr
zw`Cwe^icn$*pC<I%q{_msNhumJpQ|_w79eRXsQ2&>c4+)?t^uJI>a8NOIR32F8x|w
zsbU_Co;=^C68A6YC@hvoI^2}w7wb&)SX#ZzKNWLl+(>Kdn_;x`egZCU<DN>r^_$+8
zJ^c<gDFK}}Q(m8#ni2AQV|JJ8&$dgs1RsWq1G14+Ped?Vu?;I*Dce|);oj!Qi#Ed6
zpkI$m`|qsrk#o&-=b(KF$|t<!A{L~Y2>}=OS*U(?z1V%J<qI7>0vk|%nBb}_Z!&Rb
z#`CwW&;yfo;@{w4H7uIBIZcn#frW)RwhvDN4hgsuIo7VR{NAuu|Ht#wP-7##&ybba
ziwMM#>;y9McSvEii>|!-6p4f?Ahz3o<xzzax&aHpghJ%epvm1fBdb!bGp@W5orXl6
z2WH)P`_AN$bakV>=j_4_qJsenp}>$R0QwDV2yAJQ_c^)Z_BxlSQL4KZ>G#0iwqO64
z-~&~R+UWa_ln`VrHY(~#)^_Eec5l`H03TLXM(4j1o*nzzQ)!|g^!S^PTyVaOLfMhb
zbywbOkE#J@ybt0D`KwJFzXPijJf~>}6@&H!BN#R2rvccScXU((Psh4X`EgI76VI6(
zmxtkAQX7Q4oX{U&?5&%)ALpmD2im<H6iEmd<NkbJ*48wM(D`ZfG<VSkDxCQ>OlY<?
zNk%Zmb;R1-3|P+!?ZH{0TIgkjjBpL|cstyX4{+;KE9R%GY)t%c+M2c?Z-7DE9U*Ud
z`-65i^m&fUz*G53<AC_EwTr1SZToapKljR;#=#ofiLq@s?BnVXDmon|wLDG6`)?U1
ze*%UTk0;o@LaB;xp<>~I9eo!Rx-vVc4rkclk?!~)%PRxj`(~QK0Rm9r_u|7Vcqffq
z;%~;PI`?e>E(>~O?Y~npIksk(<ZP8+@aW>6h2=2G@6;m*rs4@2cqVChFh_jkhw_KL
zNgDfT`d{yS0(Rn3Hx_NdGs_gUX?-T{=ojp?9i|{9w(oX(#tw@YMgB~_=Vtz-HnN(1
zX^-G(>YK83(4ys1QV|LCBa-&2aa;Y16>9isrI^#>A=ivNRZtA2xG>p-rg}WW!G1jI
zNuIS%dfVkW-+>(c21LW>SGQhg0~`xnT871+_RE9_7warFeXGVl8h^D{TqkeT$~ZKI
zZ|}&zhfxALl~ZA>X?m88OVqa3uq?Z^(^*<qUItyId=>T+n4!Jdk8(`6OfKAb_ZkaB
z6^~<lf*MDdJ1THRsqa$v3(Ctkxr%@v<}Z<Ga5hO?wnJH2On0{}0P33gYt5+5i(qih
z;aSA?6@y~!H%)T&9cTB!U%-{))fQFcVT1lQc^Hy+|Hxu4CfvKXyS<<IFQ|}@UEFb>
zYSms+I4UN%mNgZK&+Lv{>Fas0aB1|~tW%-rt@ta-!2$`-yG_8J^AyBB!KJ)S^x6VC
z>|YQOR$f~1yWV|7^EXi7i*JQ<rn}+ED!bZ9zZ)!oN^K-SO(>3sEBByB$q`nwexD;_
zr6-jl^Xq2OUv()E#cO|P=*Xv!nn@NWWu)Tb=<`GU!?0ZBG;?}<Q4eQpjAzFsk0({G
zl`&pvFS}p3U}A43&;e!>h1d-#8?lnJsmI0J8rsibGp^LmTx@}j^g0=s%Rq8fZmiE_
zW(nJBM0P7^EIx4}3~fe*;X*?v+X_ajif_M0Lf#&CkBWnbXR~XqOcPfkgnu|)xV*to
z`C7*|i^%K^6HZD6Sx^rpr2mBCUXf+w>@#+SO-)DFW$rmn?>#$oA<jFq?wY<-pAtjp
z^sMh(phNY1j?bTRx!bQ>+F8EQ*yWu@mQg{8f9}k}!#8;id6%hQ7<C>iEcEy<_5o~P
zjNWc86*hIxQ!F6vDNMG58Sj~pY^W)z`01Jk>tdO3g!P0<{8U0h-%=5Ii}gW@b^BXY
zu6+zK3~%EwSCys}D>YYTRV<n1&}<~-zr<qk4E2t!o@+_mpVkp0KdFpT>jQ_%Lzjy4
z?V+zN=QPcvrX;%JKz%}SDDEyI%?M>nv5Mvm4Ku@^{|mxaKe5c@ylV930q5J*sk#A!
zXpG2#Q*i<Ng_zqIZ)iV_94zLU)TltjhKe--^XK5A?=$h2_zU#jheP3Z4C!whVJ_>~
zw9(k?(e2m)x~k6{jJ!kV`>*0ZXW`QVn72co)n;A={Up|Q3&`7a0__0vqmv&asQalF
zK^6oZG3F4c=W0!yU3@TErY4#EeLV_i9zh-fhRm@=$Ya}#a$ua*5a%4{9A?Wl>L0PL
zee^~Qpz;MA^*V@57FMmfrWht0)i5j{f4BC<LbI;YOm^Y~A)qH|sTkB_d$zR!V7adx
zYa6jdYE7@*(CIFFs|?VUc$d*X)G{=8X5ab0%VzI`s=k3jIFQWYe?hK&m4YYR|NgFz
zK{nf5xjz-<4MBtx|A3DyeM3l<t3~eIYdc>@%+YuA_%P#CeZ~-u%&P>vt19&)!j2(^
z(m#bV@x_Q@+|~kkzELx*PuV*t<H8J8@~`3U!5*lv1cFoLl+r%v!sXyh>lSkgon2>X
zfK<&H8>uq><8;WnMA`LEO}7T#TroaFQ%emHPzHv;0j43x#;fX|Dltf3{ahbjJKd)+
zqeMx6zy1vuYWfLh-rg6vKDPvf2y{2{_-$~MY0cvJ<)-U_W)2tAbq<D89t&fGWITm-
z!?qhP52`aYO49^<yaa6fBRGb=f<~2s#?FxKqEd883CF*QhW{G}&s)dIYdrBe=Oo(q
zZVd#U3zC=tJWiYP!n*sA_ZBu~Z&s@M*UZT^t1Xx)XV|fl4u8pOZ@fX)_pNwcAGOnF
z-)e>N--0i#sOH6Xnf=sU2C3NGp?;QsA@guCNHa;<=kj2%$4J95v~*Tu*VNTV51thN
z(|yn7P-aP6u7RJBpZl}peRt-boWUZc+K!dPjklu;b}v1ituoA;;~BMwxraHt_P>)E
zx%A=@IDD5Fp{#2laTh$3Qd5wI9Ql&Vj_jQcRtCw<i$-=Bzyzn5L(r2A^Nx6LzMGzZ
z%`Osp?{N8PEby>%=A~D*vjoBSwQUEE=XhopHFXOt#lx|DhS|WH;zf~;r}IVvf{?w#
zn}wB>;gguuA`XdF31dZvj*}d6b2VN3flV2wf6^^yv~556NtnTh1J^724s`!;Q3d$T
zBFsx~0;b1YN3+IxVQgnIb1ZCGU+up_ykxs*=vC>$j(8p+wEE@4)^-KA;vzX9f|%^+
zJ!j_fST0icexN(-ubR`J5MFIeR>j>&|3r(SNMl#H(WT<3%(vU6gI;(W?7tvOpSnqf
z=Vu$}4O5}a4L*k3Qgp18f>apU34}lJ`xf4lBisj(l@Tv-1<$?|ViQ`Eb`96UV7K)4
zTwU2`3z0~H4%@V*Uk@r*8=#?J+(PH_Xmxo^9hne~uG__-x(171g$ftp6i?hY`Ii1p
zxoJT{j=ePKy%oo(7@1AK+Z(~RZUU^y^3gdvNyTlZp&q7j#qC9aD%3-ZFzsN`uL=K;
z5VeOV;&rX%YDon1pXN?M2?5;)J)|CZ-o!thb|*i*xpa(wY|hL{P<QcS=CIpz$G!&V
z|A^V6|Mx24xyH!U{Es3bBk|#g*qPwXLeP4TJ^=i2?d|Q*3Nw8)q$7~4OJwgc6A%^@
zo`XVXXn&;6*L$q&z;>3lT*oz|05j997rB(Mai_x7PvzPfSye%~Na(V}ekH{H<i6g|
z#|`VKd%no{K}B7JcEy{O*yMR|fWr;F%elbqcbumcyCb1l=g3F@3sTwCK-Za8xzRUt
z(BpNHiaz@x*<0x(@)^i_@33dl6fM-Wmmrms!cAJ#&cuA}6ODy}D31kfMzY~*^l@_W
zunSUsil7-7?lHp8X|3VAwwHV+xh(D@tT8PQ2qs*T77d%V1iYIUqDt(NlEUwPz4zAo
z7z-K%uv>!GB<16UwDtGsZacsAmpzqD_Cs@vN>KjK%jFSoDJ<YY%x05(ANkZBQie`l
z2u7Q!%6KaW_ATh_TPn)HD_@w%*)>p+l4^H_%><@;uDy)4Trd^=RTq7JWQYf7t}8HR
zw&uXYY^<|kby#EhM6U{(0y%6s6S_X3J8Zsq*Y8$;6=-U8onRp=+z*nx)^JdA_gbar
z-D=!Gv=6P?=iVYeDqCKC(q(5C#dhZE+&MOO;@aGYTb_bpB1&(Lel=We^19FL?dU3K
z7{vIfxcy0n6jlAyrj-N?GG4f*3O2TTZ97>@PiKwq66Z%2h-Y**Fo06jSn?+Er2)NU
z4=|W~v%l*hHZu#jvQPn6^c(9MX@OU;=8pRg$s>bJlJ?==*?48$hawDL|IJ-IeR{|v
z7kRXe<ivr&<r!?Uc}Ap=y;+cnf8N|fJ7%TOYKQ!#B2wg@#&?>ZM0=h*?-dRT(lv<o
z%1k|!{VUO#H#a)Ya>v8mhv%u-Y0_vEQksLA#UOX-3N~tyu=$WK9ny(+wF?n_V5%22
zymQ9yB)Xz8<!WKdY-INx3W77NdLlU>qFe88ed_JaX51{nS__Dstzjok%}WWvkAeGm
zS6rJ!(Bjw^s^AOR>GBuin4~S(#HG>n@1K#43C~pL9^F5R{+*e)AL@5yw*zi~5R@pe
zoA;gDL?eIu_`-ZE$J87Ow}I1SB`*8|jH+F?&-{)E*TtM9v}S9N_IgXfRw+%p-sbB4
zU266yC<(#j7<DK*CpX{5?>Ji4>`X5CHj<jJ@;*kvo%y&VF3Uve5W{Y=>0<SLPkg0c
zlt3@_$W7C!p5zB?L``tK9?gdW<*<4xY7E+0RlBGi9l~a`p@$AIM&@k0Sf#%a+ovDj
zJu|XL^Fjp8kjK*$n16e5>AAYnxlRj*hr1IU-I`Z=e%+@XEm~%@=W;J^Bc;udU*5Sf
zfmb_u7XCvhMM~bFuJ8(U+RV)MALu_=xIkus)GIH74wzd7I`=c00xGtcNe?C;B|3)1
zvFNc{yEV*qxoG5*MrUAdv%S!tcdXjrx|B81!mQ`oAJ1ZwnGId~ZS?QuNv2_7=0s-F
zsQf<juawa$?&fG?V|(AJ_Hn|Qdw_!2qXu(<`r`2^&AQL$7G#novjPC#*_5s9w%Zoi
zaai8=W)!ox2NjGlSnUxm7|uOI#!-oR17RceVK*G>o;X(lw&_aXh!cOHe!et)Z~842
zleK*iqZ#-M<?KwL6*9BxYyoktmb?`1dLA5uEGf)UViP|v{dhPK8tIn>*T*7T$HwvG
zzps9Sub2A5o#F1N#<X&m=y(Z180EuWGjqQ#K)h>0Q`Q>LY9~GOf4EpG+mDzH?A>jD
zbd}kA4&DOjM@lP87Flo`C;2Ehk}i5T?km~~c)*hQZVH9c?edASgU6KLc)>ttQ`KOC
zU@<>cLo;cG#%%E)V~B*-xi=uYO(oF@S1>ziv?3^sk_xI_Uaud8yZMc9=B*oH6v(I~
zY#;DB6?&9VpWLO7_^>X&@HrQz+AksUR4`%mR|a!gSf<kQ6QuL|vlfODYxc$pvRE@B
zR7gRyGNH3<#0O~Bv4GlylrlX{8G~LQ3%A|j7jk3rnS+;S%&A??`LzSjdp=MMEf+6!
z3XiuEJfuB_8w>lKx~;ybHF4i7*j`K6**U&__jlgeJZr`NA>MT67%I|vsXVW}`Ww(L
zc7}H{S|-*je2YOC$u%m7o0+966b013ij3p4AGTgc`un4;?lQ~w)_rFP!3@oGm-RV<
z;D92LA37R&xZ=%iY)`?k?>&NP)gK^QwzKU^>bac8HY}sZTMAVp1hUi0Xa*Fp!V6@8
zj^e>aXqoE4>xIpGlwzBQ;cT*&P1;@T#%RS-Dcf(_$#F?r@opKJ19*_QnF}}M)32Op
z?(CKbSAgFhHjDx!#6Kac6%7*yVtylN)H~orkwyJ<9O~wuSVxzTvCv7aXdhf#<z`50
zA=cwwWjhYf*(}aK>Gt{Ou?6ZOOw99(jBkhlVcJ%SwgPlKZ_b7F)(;eEp}XFFL02%N
z^66;0f-8X-w$6&SVy3vF`HN0(+Uu>KmT-76I}1_33gGPMfM^`k9CY6suM0{@U0?5D
zzs^v6GUCa*d9F0*>s3)&YHD`6?mCrsBTeLozi%w5C1iw5Y8*qWEgk(A1S|%35`V5I
zoT7@#O3Hn$X#)g0aaXvVsLLK;Up3Xi5Yfc&bD1?4dl!U12xqMJaUzi}JZ<)*M_h`I
z?Tp_NvCDHr=LYo*`mBs+m<i1|x+Y5UO2Cz#e&0m@mn~nrAdXK4v-1yTmbiM)gC#pc
z>GogioB^qOZeAL9Y<<3t9$VwX_>9HkmiTh3v3_A>;vpg<{D^t?O1F+ok9%OkHvkVl
zmfbNOb7hR_^khK1eU^LijIi?7J2t|ziN2I+UYmoVV=)ejSZn9W?!_}9?&A_0{yR9%
z8Xn0zroX@x6^cA1OMEVzfC#2%m90UQ(y2~4HOMHuK<e73r{2CW!8cb|IXfZLu+hmr
zqsN=LIb1QZjA$QjT~Uzb*9Rn)JT{m#q&ikF(PXlhl&&kQI~?bfUTJ(QrnWJfW5>@^
zf(SOd2q#AB(v<2~>FIioM*Y_J^w+oD)MG<%-XH64Xl&>CFTvTnjbYZPI}tbh$eTUq
zntNna(j#V=6wEKY)=V_9$ZUM}CjQ8mo8@-oxUPnz23l%DdRKhZ@nWY?U<kW1h~wss
zZ^UtynJvH@VvH9$`8fS^Na19V<G7<=@H4|m;Y#J^&YdXOHD3eRSHPTSG^H%q{OYNg
zAX)Jzd;EhbCXBPhZh>bp88t}PFgG}Ak;Nk0+r1}Sgl!+z2p4D$#408Ii8GMs!5pwV
z6~S(tSdpQ$Un-$Wat|OL71#M_)GXDc)2E3W(+tA!^)3>+4QFdV_~Y3xY-DDG9rbJ0
z<Cj2IAg~x}m%2$Q&XGBU$Re6M_8EBo3wk9V*t@wW%Npa?ic5v-_@W!5UF-}scyQnl
z8r+UM(XVZylBfDXHJ!G@vx!PEvrDY3ys8(jR??fW?VZ#$?>JA#aeiMeE;{1u8!~Wt
zoeUh$FFY>u=Q`bmO?!mpzXIX%B|u^J>Os@NOZwMqj9^3zNMLBTvzMC67p|>f$?M19
zDp9-^Y+rJbaW%Xvc7y(pRw~0lyn3?<A_n&21!w$ok^EZo39R#Am+bAPH|6aQ-na-+
zwxT`L)zq-QeE9k6>-EzvOOIQCt0%sMLyvoH(OQJu?N;)t30I4m@=^%=<8AEvsNuw_
z_6Ps99>`;XPLDIe=}8#B7xaao<8RBxicx%d-+3mg;xj`f#0AG8ubE0Y-8^)p`V$SV
zFXOGMQ2JpgxTL$$bJeeE>&LgGj^VdSXmh*nKssJN!1THo`Md_f1&zUQ+LkH6z(w!L
z|5syYan<^=D#np$>&l{MV8A&>Tys^Nm9KT0TQw`!<l@gsD@NMgN=Vdu&M4*v689Cg
zjm4JGM~AJC<J~S}uZ{wb_o&A_`t%pulUcR7PyK-E`#w8iX($%G6Xca`kIjBn^Dv++
z=F4(ev9O?Fq~O#+Gi!HDP&gfr#I{$P)?|*4!%hHg;}$;7@CM^lfYcQlDku;G;Rv5I
z_cKSiTy#5IrFPg-mwBa+N=0Al00$;4r5y3V7u*=AA=GSOv0L^jI1Z3!5?>@=zvEWv
zt)2>mUM^;5W|*uiV^(N3y0CdKh1=CIVeg-EwcwewR;mJ7r&2AyZ5o%u=Xm=KG5eyC
z!e`Mt07J};Gc}}n9XmnQ7zre!(9i)tg)RB*UrnQ2L|}co%qq4fzyeIo9#%qx&g5B>
zU==(!CKmg6mo%x?817nQ1z+-5`e1LaUpP=W2w_eM*ncmn1a>*Xnc)_1-h`jb&k0U^
z-O;HkbO<ldqF{XCXviGK%H?6SzDG?Tx8e79XfzO~DM?wAZTR_9IA7zhQ&eiMUl>Q0
zrrWu$G+#rQB>wCavrY$j0q&Wvf@dqy0s8T_F?Mp3K^)9nCF!GWP2WbbJ77xmXSZ*h
z@npz~miL{Fdf-$OF(j;-G%EP@<d<om*Mgp5H*)u4&TJ?Dx*`vKN{#leJazuq7xY5=
zE}S^bB%7;?ORWO~ak%r7>U?{%p^fb(u`;hSLI?MmMeTaUMr2t?o=tdnSl1L*(-R*#
z6r@Qq796i8Ej0pPD&y;USSslYU&<f9?q2Nf=)|s>yqH}Z;1mc6n$(rwE%|e3*n9iD
z@<q9F2;zd!3nlTX>|!&UNcx~|bz|&0o6IHPt+T>%|FT(tRNi~kqh7I-<ka;qNG60x
z^0#S9nbtS?ba%SzWTEf#OyT|!fdN>6*~P}UtACs-`QP}El6zah;UA_uPYv#451{iq
z1p70sBCmuB$#V}L-PdFCy*z})UgS8j+dmWCqJkle!Zy6e7JLj|g8H2|{z=(JCOeUQ
zQRof8;}izp-(0Zqwf9vC7ggTgl%OiwfMf*&4b9@*1MVc1z7EIY-D0KqVPo(}!^?9i
z^DQ~J8q_*aVpT&?%VUII={do@=!E95=YpX7s|{;<C7ZsXUpxr_eQW40CPra5aA@kj
z;%p#ZN<+k*5T`+~axVyK(<|e&WjCH$&Se3`n(>y-O-d-y@S90<c<^SvYp9B?a<O!~
z85lv)`sIs0td6~34`vb*!w*`jbw^Tl<S!M^fXjvV0R~k!E(wX;o!+o$>T|I!S;q~m
zEX2j~NBUr2V(umn*uFYU=}jJ=P2p|l=ikvW`0B_S?l%__{k8g|_(kYyvAFg<<@O@Z
zV}cJd|9bi|W%J=XhFqi!_`blOlx}zGL$dq0qh&?=+z3x07xSc|=nIqV4xj?CkqY9g
z^|m;?LFlK3PK8-8kttCwaJ6Hve&m%}ih*~!+K1J(k|SFc8$9(~-5OS9`e`#;lKY*I
zJ_2=fF}C1q<zr|NBiyfOXB~&7m6d<V)91{o=$7RUaB-;4bpu=Lm55bA>y7YqvzK9F
zm13Gf0T(WoxW7pE_3c8h&|6y3xp}tmPYs7%P<fJlkfJ#I0Kgxp#)Yi@h!VBw>v7;)
zp$P<DcHQnV*JIX`aAzRD!bb&{k22;Pza|rAo@PPrmiG$#P3;LLrbfk5mQsL^Gm$L$
zl#~2N&OME#(J<*K;5{#27xUp+*1>QE6MAZPPg7Y#4BnTuwq}D5N3Yq2SIS@C;G=-e
z_q9>q;;?bdVUr_~V!vwdCs-<dJzMr^*;1LP3wHX*_4vJ9w)#wI(T*M!o0h7LE{Lr*
z2S0Rz)bA6Td)FQT-a8Z^4m)oDHWX0Mu>4Jtq~)5;=7F=dsYsqLinAFNnO%SBl7(g1
z_B#Z3YAr6GCX7@3;pBKt!sfV&_co~4uE(|HinJkbOZJsc{n8dnW1t>i9aWZIZ2c4{
zX!)Y!KdwFZ5>lI?sp>*jQ#mu~#brA+>X(N_Q%leEiIqup64_@uh4rrpaprv3M&4w1
zo&lEVzQ}Sqg*2!l<2jhTtEDjm%{fz2gjV*qq9&s*<u$Mar^))e-?_U-w-ekbh;YLz
z%ITz?5$x}pB@Ui>V|>!^NEDEn_g~t<EyXIly=NEPlm!@HQ$gm!3&C4bn?D|lAlp|Q
zJB4YA%CK+LnW)tCB3sDc3ia3wwV3gYQ5)cDc%;>g5)0fs;Hb{XDmX4PKBgN2;*!r&
z!fkEd&qx3Zz67o&#GvY{naaC8SE-=yUYko3iiKHbKEbDJyc$U1qyAl1s265!<6vON
z5Xsoe`FThQWIbOh|KrvSMHxX$O`Ccn8DyOD#nSi4vR4G&-!#jkaBnbP5P@;sNss@v
zoSnAoJBQsxxS$91KQ?=~0X6Uzr?$AZsOrYtQD#_&Aar=TM~RXVGZR`JNFU99Q>$y&
zbRqMO_N82EQd(<Z;{J`xEG!W};O1VO#w_Mmn->CyEzq-Eyd`=lQa|Iv&}@HESFLdg
zbSNtAZiw6@<=e|rS4tR1=#8zi@X~1NA@b+JiXC`YTf?~C<m1*HhU$QK92rl?V`6Wj
zGX~r(`d6Rr%>zZzG7;b?g*IP*{-F)m`T-wlkm7XBk@ybYGCO;?!a`mX`a@rb?DvYV
zrxHHKzK4n^--nX~;!C-_L#aS(D_Y@Ehpb5_P2R+4U|5#BFSrdLqAp%8Ge4&(rcFNe
zfT#*&uLCo)GkPwYSvJOMaos+08(MJI>b~xOlSZbkcKA7%i|s$R33?*h8Hj^vZv<4C
z#UOdJz~TvHeyfpAr0<Dh)2WXqPTjk6Y#0=b|GFp>@Wj(zPp9HF3f9i>k98<&aNH{u
z4QQm;+}!yis=4uJ-vb~s8w*A+ow$@Vafb~{e|p*c6Zosr%uF<RbvQ_b8SG5VC6A5|
z*Wpa78*?`U`*-5vO45O@XxG8Z=5r3I5A%~}bA@XK<;}FC)-HA^AHHPTFvG=ZY$)YI
z7h`Mt<n>a$!8&SgEbQ)b;pniHMjpDQJ`eTZZ5~68&irW6FClwmj)Xx-$xNA}qt*u$
z5O(thStk?ngE2H}cB<#7AmX5=@!6ow5CBBd*s$GL`4NjAQ32?rbNnb+h)BCbQ1uCF
z{aLukkid|>7ys^1&^3{%qhBRl#3W4o1MxLsh`?WmrjE6%z_<Lj&cMoZ8s}gQ<}PqI
zoKd^u+BtL20H-GeO+?HO{PQ967|=dj_ri#c>K4P&$M@g$?Uuplh`?fD!+o+*p2~($
zf8S89`i_e`8e8adVDP^_^HRhFj#n70U>tf}*C6j<FO@@L1_XDTU5Ikf5)2D(x+U_D
zi;x%vj}VJqAKI^F-5AY4@-5xM>lvfbkT32fc%UwL`E@5`2z0*&)B*N{LTdEydqbB^
zpo0#gMz?ch^#i_ZfIzALf<jgzdpkXD*er5~Sp+7_!;FNjRtcH-4;Qwj7kSYO6Cxxv
z6*iYA{DGosFvA&wgAYGGlx%lAIZ^^7`aVbiEI^i_jOq^UQ*XYEA8;=?pPPbbVC(I!
zj_$1U8^^?bULX5*ULET<Mdce|aVVt4&2t@}cL(46H2aNjp=Kszjw%$LX(l>UdbE#o
zvz^ABv8R5WX21dD440H#_;FG|`Jb+m%%E*Wn_X;l)FC_6Ln^!1(D;R+UI4u0fmNQ%
z`RgU?{3Y$?JK<mR0A|xRAY%z_#XT__;%FZ00-qn~039~d+^^hZM0@|rqqI26+c=*m
zutQPK?Dw(MCb9UAbUZ501$zQz{9l00-HGIi9wA<I?WSTJAhdSdZCx3K9BUUpVY6*>
z)HO2ZR`5D7+fRvG=iz<Z^vU_$hFERq>I%}3A8=uSFU`Ri-qg(7^FdYnsF6p(Ua_N`
zzL~(Gvn^jA&faZ?f_D;y?S^mTYoM%WZxy@hF{Dw}0uuFo#8C<ux38~nM`riQH9b@T
zxaG-nx3du(!_|_TlvKq23x*&W)$CE>^-gi-B~B&nza{L}LcH6N_LjvFr~3b+g~(e`
z^2Xo%6Q-56va8Cp!>VDh<gDoJ?1LT6k9<T7W|CD=x=O*Ws^3`z{chZ$hOJgDp^Y8I
z7n_ooEJyxXd+>%LJoq#>J6AEXHa#$9_k5(A3c0Oaoj+gGI?`hFXw%tvi7&!&dTFE^
zqrofYo<CJMd!R4I<gdt)fo%I{C%X3b^xr+ya47zVg?_AfjBxBn61qf-d*&P=7T7TW
zc5bk-(-Q-Gw%l5G0!(V0K5lD_180>S3FqRbs;piFyzf?{IKOtJO?fq~Ru3Qkm6@I<
z__o~``)hsGni2T;=N_i)xi7*u4<$84;|G3CYd#Rz8-}RM3bG9diqf$C^;zHKvUU!&
zfjm&Y8`4OIg^YZ|5qyCH?Zqf_JK7<y3u@ptyZTpO{f4#k?EJ}{W6zU_)JNLlnOMV%
z32!1cImVOH8(G=2H-Oy<eP3@#Zn)D&CjWY>A3^ugIST=4(3_}?+wo5}V%lPmv2xC8
z*e73F%A<9>j&tDSC3yOW_48?5BV2vYGRkw-__7b7{IBV!fdeOw9QeFHbF=noVyn{3
z!D`NMB7fB5aHtFF<+M`6AEu*2%GEc#{ISxtz_$-O7Veyf&-Q#Ow~=<CS5{tc-yp^^
ze4pg!SQ-L1DS8W;^@n=iAn=p5*sa#qZ@LivieOp?rUFE%eM&(_`e7-bkRu-I_d5Er
z?9GlIL1c94_A>XWRg+pU=KeM*yGu1K?gP>86G4VZz(GDbzw@-jq}o@_^Pt*kfTGlP
zm7%+o&_VB0MSx3erN+3{;Z--gBSl{7{KN)WObL3+()O4R?<!}n6_mir^SD~;Y?ymL
z9_ulCeu5Ll$Kn4{u?76otBq3w>J68;yCRQ3EXDIrHyKT0hXb=aYP6i@?h?=5dHO&G
z+B^HzFwQ6X{+zk}rD2AOuX>|L0j6;JU(gwMBSynUU>krD4Pj<6?`~gzZXzcbOZB@T
z-@Mry0F}3ij@dW|EBNd5koqZz=#<cGA=7QE#FSwaTPQUU^ViC8)2Pr2!eV2cUthzY
zY{!oyY=BJ@OM2=t60%+DmGiC6GhjAA6GY{7TOp#t|F+?0Boi+iM&HF0e%I{dmCTDd
zcT|nK(dG{AvF#TbvXzmyxnKrfv}<cQpED8$Eb=3xRsEcTQMp85204>Xn^pYwnQQmB
zh5z~C$%Oz*te;V&AILsakgRm@$4lKIi~b~LoZ(hN*;cqY29tOo+6kRX^x4o}otHZr
z*exNVc>&zq2gx1^cFoafZZ@{fEp-0f66U5i%{%1h2>j)4QHU3>H7=8r=_ek@lV3gh
z7F%!-+)d006Zq{ZTJ_#j*B<^-bS>k!?=dt+I{b+1d4gA1f45YjEXeQan^MENs5P@d
ztLe7ZkwuOp9NtnAy?NP<h2k1>0F?P_q_1=oY1I01A+0BO)NlLtn*crPnk|%X)@*3?
z-8NjJH{g?#m_#HPCIk*Jac>I;*zdD-MIUom4>#A4M)nz|w1|b4w_$Xi$2xc2X7e88
z@B{QGn-4BBvd~TgFLpyVK9DB)!$qI;1w`=?3hpD;a|o?8;msltB-OA|(;k?B%s9rz
z)QqvJt!5qdLM(|pOMDNwn@y={DCS*tzwl3!!!sA5RM>)q<*+bok1pguvG~e*%NYCn
zi~G+d?jmMV<KORyr53lxd%_|cL&&yUUJZ-uV;Y#(@T1$YdS^)gr-5v&IigSzx%VnA
zPVzS_U7pV-i&FQ3QfCe=8*bMmIj=nNak7o@`<{_iDg^#?e?LvRYE6KDijMd*Qgpig
z5ei51CdNve<3eVU&JODE>yh;?J(_v>xo7mG0=pD$6eAF+R0<-gvr0kfPr=_MRjQ_U
zfJc$!&yItZRIg7;I}&;ne5IMK_4IU0`P{}>i`v@s^jb!yy(^Ml#mCL^J#<+WR<A$!
zA00gTKJXM*?4V4t@*nZ3Xs@7%fz-h@1C`fDxW<t(bMf@9kWTqP=9Q&1$cP=#ljmmG
zYL|zi>nwqJYrFYnTn&L=f+x_8x`f)Fw89{oe&RApEMbUOkWBoPH<U--ObhP$fty^Z
zCdI@b)U=t_m9r7P0;R|Zq67~e*HZBocd1{3IlDW%Tdv2X>)$xr(^#(fiU8EB{&{2<
z%lg<;e|;^%$I!6U#mcHTfTz6#J0xi`6qPOg!oU2FhQhpOW6cGdx$R_{UGlKUyP29O
zbX<wUi|jO&GaBSMn0za;ZZr4QrP<XKh2Oh|xaxKuT(V#}WZ+1%_W8l0msMpL!N*4N
z8}y0LZr=|hT59KodNI<q=J0CMqTEY5eIi2QqxXZ;IurLuDuII<hg}XGcV8TLR#O?L
zy8u(_Xr1!SdMUBJ&gif@Ho(Z9Bi5N)j7Ld!6&{MLah7XyfBgIhx)^+lDX8{yV%x4G
z=sk!l_(rX#)%1(IZ%gCg96%Um{7klbCBw=5Dia@=o-}c=?P3D;hQq}Jmd?D!_HlA)
z+X#BZX>2l99xN`ZXJartjH|T4g;&Sr|2?06eB;AE>g!$p<@dUOIufm~9oDuwgxh-6
zeW{5Cg`|}!DkM_|R6$?_j0UDu8coH?(tD0{{Q9in=Yk=-ZLmt`ZL5DX3tn?R|E1X&
zR5`jk!}F}Tj9&{(Ep@9~g@aj)0?SLyN%0;i5RDWe1G%6SAo4A1=Mi+;<%1w3S;-5m
zKog?<*;%JI$kBX)SQzW`<j2iMIR7}`R$du;sgkp~*zR$r0$akea2R&QC@X2$3Z*BQ
zR~Y43G-tkgbWZoy&v3Aqzz*Cvu&6X-Y;%;gd7Dd)g>s%)50n&|6Zyhi$#&AMjm)xJ
z@_i25aeh~*eAzjiGJW8I$GZzR<HIi~UhFmt=EoXF`ri4tF}jwrG<T|z@rW_lA8ZJO
z*!gZa<C75%rBib@jAzdeBy9!-rz0)`7*oWG`0b|FW5+|*BsmF2EFn)&aa4LzMO5@!
z5fwAW55pl@s-x{`&DUM0sy&wcfh|u$&9}83qRr^{ktuUA_4)l6uTt1l+3J{?G|Ita
z<0T5xloef_#+Gi%j&!7){eA&J6*xXfqW8&J)?|GCY^YL-vs#z}dI}@iF4G&%gehNn
z2yy^Z0&G*TqM1V|$JI~Lnz643_niuCzm|~J<1d^wVQ3DiDz>@Q2hqKwpZ^D(d=pUQ
zGFg4XO6;QV7y6!Zx}Tk7Vo0H5NOc$^)K_OUh{V1!n|mr~i5C|OufF8?L;S~vw`(8v
z(aaa!-ah%jrfk-)py2$=M8{;ay>|qX)ns~P>=034@6QUAsZReq2f}nwbhfWWo0gO1
zXVac!+k7ov7?;4u;2TrTdVadqYKJp!Z;DuVC~V0pCB_C$-NU@tEOrb#b{5%ie>Qz;
zm;FZ4t{+SlB@kTtf$d{|ta(kYZGn@ySOIwl$Y-d|p?nK+XD8oW;L&5yzjV}Mh`qXt
zGCJUNbI-0XlLbdk{VJ>3=$i=uE0_z0IT<A>B?kFA5^*k!Ip4^8^oJw(X_l}Y3GOkr
z&eIxolp$!_A5E=QG5J<wLHSIRe<6%&vl4I7{AzDx`}XvS8>#2}FZQRukdL|p<eM_j
zczDp^?k@ECCyzJDlbZ+o9kL(y<jZz_Qc85nOd6Jze<4*E>h}PXFMqYz^J%>H282B-
zvrfNZ*Or4^TV`z{4F*s5Rl6>Hi92WXVRqFs&`;S(qo2H_LJPPhx3@_&VqKw0^(WE`
zgL%;IuUnTK@%NVH_AQ0LVPV{+1$4@i9h;`2W#nCfOSSif<#}ikbE28$zCn|5@Nocj
z@uG2qBd&5j_nOQ-<@@*UedT7R^R9I08b;6rrBqO_K4Q+^wsm>iq3iur@oj2A+XldT
zWF)0|+8caU@g;I`Qgh*oYG7k0l<Fg#qAgoxg<l8}-KfF-BldIO6@eg2&{~w(=F*az
zO2&8CDN^oTu8!PS+4;G|EK$n5gAh0~HIwZHK6obDi^x+a;+!TU?>T=T5O`H$iYnns
zF8#jiKQT93Cw#kUPq~fYgJ|(eDE${ZmEvTz^`Y`fUWr$BS6Bcf%ReRJQKqcUUP4*D
zr;qN_x<m_bYD&+N53h*N+_}fWd#^0!zLMhQd3?#^tgY3))_UbAI#7Ec^^CiVYUR~C
zsnKi5;akzi(4$(8>U)r_5xbk>Z=de%Sk@KQm04(l9QGOgar+a7Tr=%4&e&*v?uwJL
zT_#2Pk^wKTQP1AX9z8e+;>`v9^$vQcLeYMPTPOpa;j0|EgZy$&V>ds)saGgVfWlle
zSC$nH9LhLiGvdS7j||1%8E@InKc{hOY14m)rw6FUY4r=$kS`s}Lz>#_1^}w8m(!!$
zZHc;`aV;@ggjL##iBKOa%X)~2TatxPi~6sr+SsahF1cy6`r&o*23n#tcIdvou++93
zU%2>xcWTtn*{2~+Zrw5~BGlC9^39Od1Wd^ly?<J)eSeHBY-o>eJ>gzW)(ST8McZDu
zIBgv9?2KEboQquaPLP${{z`Q~906=Vw{2P$KR2jDIz-ZWF|9aZdXh$oj-u*0i-o%@
z(A%k=sk`Zt@4w8g&f@}4M4mr(PbVntI9g60_qswfne~U3fJWyUJDoANc7YMc`1Wr9
z6fF-L*HViRt-$*dKV@WPcWUgBraab?VDyv$2+A@M89}l86Sx7(@7-NY&fko*dk&w4
zWVPAq(hQ-U(CYNF>XX%m(!-`SB-sZ0q~Pv=TD4T%Lms??%b|x2$`Bx8ff+jUZl#~0
z$_Z28fIyro(wBH`Uu`9l@w_9#ChqZ+d@JIE@wCj-6(d#?a(jla2Ae~Vb8)j7+P8|d
zn{lYcJ`X;acFN<tkL>oPuc?^Nu1V>ZCd0Byp-{CCD%H%Z&ys~Opwq)p_kCs&hLR*<
zSulN7&2oAt4%pV*#KB&serab7?CfTbUQ_nTkU6IvU$v*WI!D>CW1@+UprrLk7fb|w
z#wK9o>h@0s>=#T(yl_Pcwl4Eznt}Wmq?p6l<T5_Q44^o`UgL{hRNW=~*@>$<0cO*d
z&|845dGk&*4Nbw^-c_eM$$d|HPl0yG81=|+%U>FmQvWo~0)8urG)*=db{wVIw*iI}
zIH2AbtMh#5Rxa{wW|gh8SCqZ3mR@8+nV+1B@SiP4QVx8Ysg2kF2^Rb6FbqMguEpQY
zr3jb<UB|PTNv#D=TvTir&Z)5>{0XD&WVu~K4w+1@9Q+q_bB3E$F6H7)k`+%?%rWU(
zH1b5Gr|uILZ3}<hs4n>pt?7Kvjkt*U-P^rp5x;vvR0bxQ_PtuVkG>g*z)NmC*HK;O
zIFg4^4}bf7Y^Setl=JXe^Cej7rpI_83+JXAsMFhS5ft{BP@b%JKd`scRECkcfV^e(
z$z^fmk<{t5gvQ=SB=-56I?DgSVuo+`yf4ut40tpL$Bs9SZG=0aE5%ArlNxzGJR|;l
zDTln5>^GA#GF>Nxyd*AI3b)Vpb)FP{BQ<0;F8eKhPqKa4C-I?(Ma`=<K@t*Ke&odM
zYNXy%q<@>`5npv<)DnEa>af4}t-_V>Fk>T&{v1`-kq+<-JR<CeRz>X8TnTjTT~>Iq
zvYd@c--AC<3GtDZm5&;MYAtWN)W76BVbdJu|DRrF?-JipYRoG;=5=GZ_}`mp&v4Mb
znH9>s@|?S^bFOZ7ge$5aQMc&|vXyfYd;ca@#*11jV&+J8@^4=o3#FGj*F0KBzW`c)
zg1}v0vtG^h?6Grey2{1R)Bgnp1S162*M-F83S}Jvb}_xr=1S+%_XSC+stnn>M=R!5
z=Nm@z^@(mROQYpTh{*It6ub-Q0eU|zEq0oR?#&6?I|ZngfUKC|&Y|wTHuU*phY(Cy
zf7OH#GpOtni}(>}BOx+tfX1aQs|D-Kh(qO%i~;2q@W)We|76n=k33e=OxT)X<3G?c
zhs5<P1kG+}9LXv}n+TnkmsD0Zq9Ht`QleNq6=b`W?HpksC>wwqVc;uNSD5mau#k7E
zH-2>6^Vdk9+=-{vCtQo~%*AbbE(A|e45R)8`$YTf__e#8Blnd0Takc{T}?^&Oymon
zu7H3Z#nX#s7V@3Ox8j=09;&sXZA7MA5a5HsnZqE(3jJd9vGzh-H*;65GGv#n^^jTc
z-vP;0_}2R)Kfl>?K-w_C0?LHm9*X7#l@)DuyMkfEkkpl+;9mk;>6cOm85(#x_BV&r
zw$VoYThv&OQ2;uQm9S)khuyy-{d58@B?=7N{ZV|cTwqz|kk(9Uy5P_&Hl+YnHq;C3
z+xf?6h+H%7vh@20G~9Brt(#|zS|pFpxxCD=LnF?m4D<>iJ`V*&>fcI#mMAQAd;U$|
z31IO=S1kVFS4*Lo@0nRa`kAZ(!qm{<0t?=ZvYJ#^$3&2`zEFTY24NOI-`NVTc|QQK
zi6(c_TN457Q35Tq<DA|epOLE&S531!MOEMj!B|o33#I#CY05&OG^joRhFs@(&@MNU
zEZdRC)tpJj*2XhC&Rvv?NJNB!bJhLi6M;!hVwt~Ure{u2kXE03@}dlja;AQ_hV4AZ
z5f}(+<fnV3eT1l$08)Q^aQxV?n(qMKVSLwje)%KWWo>cYAFao=+L`35^Y~`peQU4u
z8OqHYXLx+)=`yb0grvy^Cmv0gi1J*Tii_Psi5C6wq$>`Xqr6L7!h_I*s*CBukLlQ@
zo-09;v;4?GZ7rF!cT%!qCjK2sOI?!RP}$d8vv%=k$sb!hreD8qESQVFIF}!EJ6E>H
zsOZ(EE;p`WEOq}_7{fsj6qqW>|NbwCvm@`R^0Si7J({(xrN&^H?UsE+0}tQ3>diZT
zl=Px4Wgw8l+4vy~L9AIqNo3&LQ~@`xH1KP-cSag5@Q=-7-2MgSqm34HV&03L?)ej(
zFpM_ereC#evtr(t*#{k>WM*%z8*D1Nim17i=jEmk@zg&$hlFKq71#o&fP3P>*?2`&
zeGBNhOPwCQ6bPrseS|9U&SW&)l|uZL!5-E#g$?qZAD2(6d}(bCwS@E&{x7lq$FTVU
z`_Z*gpCQ|)amtv_N55EkA`VxA*J*}u<!y!edjDL5k*LY`VQapx<thGn`WoVk&kB$Z
z<G&dbwPg-S*_ePfdb^`S*ZX>DsPogc%$T!PXlCnuFon)nUd1}w5VRUw3+jm<V+gQ_
zYWJT=6`&PULm59QloWQixR!d+y_HQ*gwmD<F9pM9bGids1G<cg%LIqn^t+SyR4R(J
z&>5!GZHF&RPJI|nd!v8^1l@okCinIJWNpIhWYu(vemx>w){_YA#9Nk2pmt{#Zt=Q>
z6a<Dpvyxa0M=EM?dN=CxJ;P(ewk&<;(G-V4pt%feo8w5x(Kfn<LC5>{L+_-7L3=Ee
zC^(XGYS7->k35x})UxghDtiV%j&$4V4jY=>?r|Q-A|JzU;vIS6b#4ypZQI%QJY!qz
z8a?{)-MXeMsaJp16+CCNgK~x<4$#?(fhFCa)u+k%bt4SPdHsWtLn1wDn`S{5OX3=r
zr^ssK8}80n|B=lwbPA)bd%oqr5X6e4*>7MQGAnO*4shwANDKS_F?z3H+_vC5oVzqY
zJkI=<%1|yY^ApzXpd!3cHe<ufk$5czo;AHe7?1t3{I)q~(6BML5bkk)aaVZ)8Cvb~
z>PoT&u_VWWQYl!8o6F3wJ;fhwUb83vOcwwE2B$qrk~=$vXvOb(MI(rrC1WaTW&qT<
zy-HmRxO~BCmb0B+`L+C~f&kvf8-WqCE+UG8ErJ=XP!@+aI#F_Igc}=PSyeu<>sB?_
z9>{*)3G8JnG<EiXb{SoZWAZI*X8;0A2H;KO8||O-7#}y_0JkzGue@=fChQX!>?I+(
zN+*K6qSyfJF1Ll#{z26GkQi#%p!f%XP&ulgpF=@INBjmg_$^!`r~1*dNEggC-*q52
z+0M&zd8+;$l(n(z6xcnkEC`mMdL|mRu~UYVR~lYFH+`D0*`i?LzOD3$KJj_|s0uQB
zduIc0I#@Nn^W%I9V+p^5S>lCh=TfYuOfW5iy!@jZ3q~I9aW9OuJk@)cz$mBq9|q-t
zph3+0Bb}7T!%9@a%q07w<qe_@dDL3%9$U-LrTpx?ZzvCt$;4nFEw#6<P8h$l6&oTY
zbPD2Cn+^5Xe2rApu}@E3>ysIh*cZIS$GeM`xQ>~dAzEvA>L{32ou#_s_vS=i9*5^k
z8*SG6nJpHZfA7lf$E(uW8E-w)OKWW7@+*2Gq|e^VlR4WDQe=TH4&4cY&a6e2q319#
zBd12r=&(a**fOUO0yGAIA6zsf_ek^IE4>qQP7tPQx(F0-NT(N9o*E{c%c%$d1`Q(K
zO;D7TGW$A6NsZVfy4_F>0dAa&T$&4wzQ-a>FYT;hIP)z}9M})VyDX4HBgl9u7u9s#
zA-%w!nzL%p(zWg6zuk!5_DVwpME3aq^j-{^1F(yutdVKVXj{9Qsp!(q?tf|ySjaKm
z801go=_`=4)M}V4lvW|3%h|C%ZFiDK&J#-87FJK(rxzV7Au@D&i#Jz}Hzncvty!c>
z=JZvY{@-id27a62ftAH9mr@qyrRuasfB*h2%u}(tTCU;6f<c$$$J@%j8j@!vWmM;T
zgfnVHlqgbqTA@3{au(?c-)WqwZl6tF=ObZ8bL`3X)gx}sFS+kXc-in*HgQig`%@2<
z*wAF=>zcfW<T3$mF#zcWzyTGPimmKimd0X-ZBLOJ=@4Y~`B<Phv&A=Y{ye%mnKFT(
z=BtmY8k#Go?}MKU`Ek8I$87*}pkbL%`DTCj1;hQ_dK}^R8jXv~EgNa%?Xa~l$NqsG
zt}$wC$&-P1g6`2pS83mcUHjb<Bv~ogMEgXl)d7M&hn*Kz7B`O{d*5<r;2ldGD>HE@
z-lUTWr6D%y=2&>N3vm_CB*unVH%*ieAb}ifoEp_$T$8jHUT<}<e=plyG-&@YXkCeV
zpJqUPlyFDZLG*x_-}HVEH8r!t_?Efu4?|cOuDXqju_lK5KfCO+!EXn`e}ir4lTuz0
zztH5?w4&<FQN#>;^pnzIt39WQeZk#9I%plGDXYUa%kd=5R*4{KoK_JB=#`G47I;K5
z7T!Mr5Ja}&ZrXardnRk@BjKf&Z_Muy%o_KG!^^%^+>KWP*Y6F1C|oZZQY+n({<L7V
zs%UL{h$!;Z&m#Ryr||;*T*r^o%CZD*5Pa^#QnvYJx2!ep^fW-6<M_JVyO|x;0L0rx
z>ESIN$)SCZFj)s+H==!z2ZHKA&vi5``qQ>pe3U}-CT`DG9MR;rXFb~d;MIGFEc$K*
z8SV=x+q<qS+evc{&l{#TI=a7dCn>7UFA(NFLx6fR3HUek{r$I8?dG1_CDcl1yp0zo
zZMVakWQKy%r>nkwA3b-mp<es8eu-azfI-57k#`U3U8zB8i0RW&9LnPb++}hj$W7~o
zGJKp5H}2ywb^6!%UZ!Raowu_<_Ea$r7}WMvfI{7S|Mi{vmQ0GvC%3#8QxV2zlS=#x
zu4OQLC1v_g6Z%w%Yt}fnvpbobVm9ot^pFpaUW$Gck<v%4FV;0vnX<c^R$h1ajIN-t
zz<x#_pScf7g+Zcq>J;uW6m`L3p3O7qlMuo9{a-4wUxzL8=k)#O@Vj-njK(kWNciG7
z?|&qnhdY)3|HqG!QC5S<EJ|f>vMVd0lsyZH({b$W93wP1R;a8Bk#(}p!NDQfE5xym
zL*~Ib2gf?b`Tp+D_4^0Tb*_87@7H)fA5T7f<%nnjx`6Y=mR#rEgPtqX?AH6|8dZNP
zB=+zNytutl7p+9>l{g;mN@1?TY+p3aT4!PocY3{3@h;)6N5=D{h-XUpH@8`ohSTht
zF4Un@O!pkZHqa4HCFRiR4y+d+VK3;^rEyy~c^51!*VSZ}{Qlt|>GYmK<p_2~<I89K
z5bxMl8^~t@MRfk=SRH<$s8m3-;%?l_@(`=$&|nf^Lf_S+n9In7Q1>E;-!~%WD70L2
zbRZ3S3Z+}@XledJeKvZl6<KR4v5(&HMdjP+jr3-*S$sO-;B^oK1_(ObEKQ=Xo191o
zza2D{+|H(;l(z^5{3g|_viCA}n&$b26d8mYe5OnfY$(uSs98mw^}1j8A>gG#VvqrA
z!-;T?l|#*iPxH+U^fAc)KrIEm?jrVQ&K64Kx+`ccc_a$ijMz9|d0PiDRCnX(hbUMj
z`5I*zYwg%9cWGW|jctrVWg$?cs<OTrAJTUM?`F&7rw3{^*gfF?8~qj)#MbR$1yzPJ
zRGPC!9PW$UlZGqF+NBKUA_T>?mK&X=27*Xx7CFwj1{b9bwyvn%y6QB~GCZKhWwI(7
zqQS317+8z|!!VTcy_$s6SERokQ@buW=nk0Dn&`CLEEA8%o@+mzI`gwAS}9!tS4{?q
z<ZOlP!~fD{ywTP`q%Xa1l*E{m)AdG(PCZ+SC5U-S#PkkpDF_Cv?O``OHUf|KY(g+C
zC^WquaAJL0wscFzoHvDVcFozIPt~*35S3%i_luU=mAiL%aUPnGW$EY@t{gC@$X3*Z
z)%DJB6?jG!;)wYJ(uo#&{@Kq2QnHMWf>wQ&J;C{}`=rzBPi0QUsec?Q(&ArEo)r24
zkDMcS&X?Y<sNP;7n_2tecHIQNqtFS7tpU^P?TUgPS&tb-0$y{-a}R{?J|VuF(v84_
z;r*Vd&+60D&=SKugQ@~tHef&68vS+N-1N)(KLsj7<`9`HjH!W0<_w2+0?hd-;^kXE
zUIzP3PZ{#M*V$+!?{F>TR;vr;0y>^0Yro72oW;b@#7?#WWTFWL#Q|YFW6SGd?nohM
z>;UPPj<Bh(i5P0GfkK~%*oF=NYFhc~=W*uyrwIRp^W+$28S0l={wkA2&Bp(MJg4j9
zb4;M$Xb|dH$i(`f!N$3)+Z#tC@HX^`Mgd36hg#^>2f_nSpigphT^SW&pEmxQRC(Da
zChVEK3IgAffqwJwL`0H>RKrCKEgnUrbUkTuNpWx{5eA(A`OHDYj~k;dxIItk#HnGC
zb*r-ji9HFn#ennCA%k?)O57+<?e7kmw7D9>toYlypKWUF3mnvMJKNipA5gKyyEAi;
z^<A^p_eb=~1G%OSe!FPF1J6teIer09?oviRzA3nDb=fH<CMj~VyYCKD_bWH%{cgX}
zAg_bd;3x>R7V1#!9v=m~h{zMx0~i0hrGgA-)x{*PbDmm$ZDK(pCqXJgVP35L&3iYe
zPV~DUrv{`vJSY#>Y(XFIZmf{P9FB2^mKZ=VPmDSWk#;D0Tn*JQ>|*8kG}|CK_J`Y?
zjrS>PzEJAdmLAhrEkO2JrFiG58rDga7Pa9L;$DTB>h3=RHhOz1qepYo#*^H2XSy8J
zg+ySk3`4vYqJJj>{e@>TT?Wn=yIS<ma;)m)?r&^Zc@BE)9A{!Mukd?5z25JL1fXn9
zJc-DY3jHP+|4b%HiOlZ>n)WwmpU?M0w}$Umxf&;Wtp{NIc88rm@h@uV<Y_MRcfV|r
zEwIpz@ZKDoQfsua0bmAMs)A2PMZM@l&*Cs=2Q*J+5#ftyL4*<S+f}BnHg+*mS6G+A
zn0Opw^<8NxRZ0_bq}|+@?&J`z8{zn&4!Dc8CkKYL&R*~iH_2xR&~tWieqxt8Yn8lu
zhdV6|<A0XXsE<c9yMT^e@{Qnkd@FI1Syg9GgsZ)n!{GzDpc`Zoam+~=)%54s@S{1O
z0HeEGztEz@B9LM~*-rYiQhUX%-!Ip5W!O=4c?Yn#2H3x>&lrK0m^#su<&MLx&8|5B
z&T5xR)Zdo<@>}u-g$mEP@ExgPJ!0H8^B{Rveo1AAvkt+k?g>7V%qTyEIh*byiz-Jb
zD@EI8r7{FI?Sw9~1RIsvL&oT$WO@@{^YLS9RQ_G1hJUVi7?pC}zKWLUA9&wZ6A(f=
zGIeXEwE3I>X&LemJC~E)16U*qT1Y6v1Y<1#h?9#<@ZX;Yw|^@Z@;!`eY*>#1wGD*=
zSA%jkBiiAh;1-j_k=wcdfe;1#aaQL#B~kBzQaqX@moxhKk9{B@UTh^3e^|RVo_SCr
zaCV8Q-gwC3>q$#fj88Q+dY~KHSIBTAVywN5pmqOy8thnJ-)ddoBAaeQ&HBt62uyTv
z{iZVUVdriqW|@R`a~QIN7&6xUW)6*6s#mvP<aq{3+@PG^P@jCApxXP0#iH+yn?{!j
zvuCPtY5f=!YbqyMXpMW3QBzyZ7Zn0u1!y5u>iF8LGeGW4Ty*HB9+7Ne{!wJyNo9?!
zN}@h6mcL>k-f#|=YRt^2(3c<nxAMZ+$u73CseVL7%EiG&&H}*GaB5Uq3)g7S`1zRS
ziMjJ}h>yC_N7kIUx7U(CpM%cLo}uaS>*Iut`;HNDlF_%;cU|Oig3*JTUJ*M}0Xm+Q
zRe)yP>7>d_vD)#r{Ihlr4CdmWDE97S=e?9?<=%?s;vemm0(UwTNvjk-$D}}^kWCF`
zTDF<Z0tC(pCBDdkZ50|?xa<Jyh8S8<@T9d?Qt&duH)3^G6fjW$(C+Yq-%ZIi1EbUJ
zu2v{Y{#^@;X3)9+=--Gt=S_3)O*nYh+-FS4s1~lJK)T6C7YD{}G*09YFKEX=YFPUO
z*clSdPqt%nlVZ6YZG=4+R~niS(?kCQnPo0ZNIzhc<d^>XMkJSef6zthNgcGMB?$Gt
zux6~Um)!W)5NPRLCQe(p?~J*rDOEN<E;mt9<>4%%rYz|VAO7XTaY73ugIBfgEJ_z!
zg~uw&>#e3=-WGM?{bpL`R9Q2M&&jY}&*f{9+{p$X(J?UY<=TIFUgW@jPCiC>ZQXv@
zn`FbO8?VAr+GLUptwPt7+O?LZr+TCOE-4reZSvpF6nrDi&7r=gogzYznQ@@N^MP2N
zki*Qq<<jY4Q}FT;a_6}DUDm!*ST6eZ-TW_sOt|moxJr;NnFbNKcUl*{wmdtm<=~h1
zvwv5HN=?0-C`B}BNq?z8C=HPEN(*B;JhjC?Irpl;atKjcyC19wh7@o^**@4}1Gf`}
z(z1dqSEuUrqV%3By17~$vTJd%G9Az5{)I^<IB~82`?aD6b<521Eh><8n)G<Vn$DkU
z!SB{1rtp2;e;q%K`5&k)igYq<eu|%72}mkX1JvrcJ-UNw#o;$6^T@h%m6{ml$LYZp
z;GJ(tLJYAcOkX9LGFcH}4@bE_mS!+Cws+i)SS^g{rJq^XSBXU0hwSXkpi7iY>kET$
ze4{o%Bku`(Z<pWJv&(7KclXTb@vC<&5fQoao5pi~ZH^-yW;J@e?;|JGL1^YA4v}*;
z^J(!x8e%U>Of<3GsH)*!?*a#GP2RYF{W2Yno6jL@4hUK$s4g-T@VB2e+zf0}$VGq%
zh+k=sYUVXUx_Gf~Yq-Y#1mOh^=DMra9fyeZ$oviS)?B<*W>H06hK3Cw(tIE{ZuTN>
z;4FiF>Q^V#r3-~%uDn!{sr_5;QQpb7K$*z}!oep+`FZjnX*M!{T7u=RTQ@iBoLjA1
z(Gw%iW+mI|MFx<aQ{7%{CW_$j;PnTi{tI7R8#DyY#SEKY@*BIYy@LvW&9@xlc+Y41
z>opU_jhzxrD-(_OA#EC&$@+B!@Wet)kY?XnoHlW{6Uy=bg&`$Eu!jNbqH)>wiLWCS
zz{>Z%bf?eXnW}sz(bQGk`#;cAAzsvLCD7pCdDmP<9eB#W;+4b|gD?0wyWXFjvR@@I
zKAyzP>)|&5FLKAlA*BylsCt4=KHUFAdpUwwWDm!c&<HCn7SFcpe>)2_eehO%Pl_xQ
ztGm|-iDQZ<#8LNH^L;0KSDO8~FMt0c;PXiNwQJh>tHbxOX-TC5+Inr`n#LU_>Ko%Q
z8Qp^X&r%jop}_78I=p8yi&ZlH@zCQ12QgP9Cjf(0myD<Uq8@lVNcA`?Nc=Ooa&I6>
zLxYV?*V<bAPnAWapVWg9)V_1}Ba4*}BuG&Gc#h_^#=Pvk?Qpn>w&48&w=6Fwx8#rR
z<%-M33?I)U%2R(YmPji!Fj%|TS|#02dgCKtHEl4>cv9Jzc%YDhP*ln{2$*}~IDvx?
zo(_NRJ1z;XSeZDMv-t0@D)Gr-hYEIx_g?MNqvfzhJFIj+bX8~@p6wPp87Ip*6<NzA
zkz6B(EI>l&=V!nBD}2y>P~bU0dw$Y%g5EPDRXhoXvt)x|1zYec!f}X|$3KhBoT$=t
z_8OkeNI>JNM0nW-q*t(MEb%Qua|V+2pX9Z1_8Ic?us#9ol?X+Jm>5TbO|n7R2*J#n
z2s6FETVIIkhgYb48zpSPfdg)=1$jPnbmNI^d}?_VDQ;P&E><51R@rBUhp6;gaIM};
zZsYs{nQc7dM@pj3l(q{nwp<Af4=+LvE)(!L)4liMQQy<OdQH>6U#qD1nE;$(x(jbl
zemQ{VsWEL@u>mQL^ddyu8@>h5@xaDx)dTck+^NYCb+pN*dCb2i{3I^}LQ|dDU1@S`
zo^>3Q117dDcF(Dn>C^ZX{p<~@J9&uTQ$yG`XxKc$M!XDc>HKhiEBQ~UYh=O4hDq}%
zuBRGI{1Tq(8k)a8Ok0NANzN3LmM9UVzP$Y;uJDf^jm!Xpii^`LQt<WtV%e{OlHDJ8
zRNJtj97(6flUS$jq*zXONDX&Rn5>OIXiC#pK0Nj5)$X6#h$!{D3I}e)gA&1AhpCxw
z3E3%XlF61uWnf7_rhGiTmQ3Lu2%Io_+Ly!#NF^=5#HEL6+Is%UZ|qe3<s~x_nArcu
zRHQrg#=mA>59@9rj=*8_g3gg`@23BO3e@J(ThND1#TPTb=Mna*uyWcV)I0qfuSG1w
zHUh1}QmfmTqgnjJ+IrUkKKGS>A{vm$oSe(H^BFILlJzb5=TjBhKpDXFk{XwyJK2|C
zjdwy?l{rDMv<>jlhixw-E8trzN1a^ja4%&_H4Ht1Z)@vdldd?X6YTT@RR4@Fy!#G&
zbT>DHNELa#^<{g8%h{x~eb1VvE<woN!lRd|Ax?c%!Z6T%onAAzq2+(6l<o+Zhbxh?
zv`odGV7w*`^|~Lii+&=l!7>Mm3e8l$p$h!NH(M`rO*cYHM{#}}i6~Z0H9pX)`T_ka
zt)MG?-7w|4jk<KFU+!Y{{6X7^Qh~z<t7!n68%dWyM`(t5kB0a5-nZWc1n6!4eM8Mx
znR7Wr6m1boaowyX2K@W6FQk5Dg<bL-0I)M+T$3U#+S|S5SXHDa)@*4E)g%>QhxRDO
zFNR`*fikxAIL|<O(p|l$XSz}R>YHw)o;sOTf6(1KJ#6^wGpEQ=U&GTvF}EK8y#EcU
zjrH55Jfjx}HKg+3sLJwm(;zbb<!OPieNFM!e<mcXOP9l-uf-cTP5riCd4nk*w-^MN
z;@Wo?S!%MhM;KPzd1v*-eEZDxhkf`j<_BbnRSW-&h1fx%`9F{r|0Iy#d`NcoT2Cr9
zykLL<X5%y{oG4R}TYgQ#n`>e^ae4l0H-5oLy&L&l$);}dH;P6>m~ZK6Jepiul}zqW
zL-^~rUqijKG?9esKF!;s+3D<OA%@@f9n}Lf!{&oEovt>W`CK8lxZXCQR1F}kGZ*QX
z>oZ+w{PagJhx|DRt>(@udCRy<9n$)R)5@Ue^B84pt_IhVj&t^`LZQWT=q-W-a>!a`
zqotHp;%X8^ikjS?R|1L~leTb{XA=<nye2c(?=$XP1`^^(0x9~XMYpAE&@4QDtOTQ7
zoCp}|_zbmWS~;-H#j4~)mnPRsaQOS~ui^3KrH*Hh)U?fY5*dYr{GSF;8H2?BLKc<`
zx%(;}koX@Jq9QJI{8&w*8r44;@c}r6c)}cdbo~G_w{&WawmS93a_>+ovaBVZKkDn7
z6lX%|_q@t)82;LG^mm^w7GdQXs}i4)+K!l)?+|9uSe$8?f7ko(QjXs^w)-2+>B#3e
z+kzFy4*~S$W~9-n!v|#J!jC-sv3(V47kiJk^YSPCCatxRzfF5K31+cQKh4AibmNP(
zl3WAVxS1OHwa)fVGy$W?{yp@+F?+k>5h2dK5C6gWDX4hvOB<#EzWZ6n*20tN_kARK
z9;apXuwHEn$oFRux3M@3r~p6o+{qv9@0UFYxOKiuRQ<W$vwRD4uANI9K1J)r*Kh2e
z%2m;kF#M$;QgK53b+QyNnzzQT4C`3EVDg*plMey$DjJL39Aeb~;@SK@A5^mLM`5?`
znFK>#Y^}zV#+RZTtZA3z`Ud*1#9DCqvO03Cq7>4T8!@NHH;!MC_d@CkD)=VLka`T<
zC80oeoh}UZx$&r7Em1V^mIer+sICPWV$;xB)Jgd#BWU&_eMUdl3j!G%NZ%o`&=mTs
z9aDd#uL@{soN0Yk#buMyQi+7?9AGmhj>+V7gRcFtqp_1?^2o{<pO~(QTfj<S|1;kJ
zw0LfiPV){sI`lnQ!OG$j5AEZk=H1v3UteQ<!|Gv_v7lNjApDoZ+IW=XHSwr8v+RBf
zJpNrDbMntp$Fw(-BAe<Oy{z9=ckZ5E`P`VoX09$lvX*Y+;u;0r*6SUX5F6sW2Mz`b
za^)!NcN618cfxI-u9Tc0der}K6pE9()604r6Z93nF1!(#G%}lX3|tl9fAwxKzIh=!
zX_i?l->-IgQTmQ=KwMf|*Zl`ME46_7{M|Zb#(M79B~u%k|6d(Ho((B@4l(&u*w?#q
zhtc{Wyh)L}DmcGcG+4~&>MZ7ch5){?U0usZ1A2JbRerKZpmf<>tDMf=QAvLsjQT;U
ztv##<5F^Br{%<oXpN$9lFJU-hzDd7M?lWNyUQ`E=U*)3i9PRhS+S)}<8`r`~5`nw(
zpVu;y$V(Lk%Tjol8WnxVrp6B<ZT|;)y`lbWf1=4HshhMK+ue1gVNmXlHiNCq!g<n7
zMcYlh7;8Eg!#rJFYq3NF$c@Tds>dHu<ctcV{zAZ|CRYp^z^8#g4YEXTVQ+4!?ub?`
zebgwJU?j$<&)*|i%E2VUYS<_otSID%Is24{b*^m{k$0f>gE#vZW@fo2sg79aE%hzf
z<oYEW2e=Dvy@K#Wb(y0#$yJ>e65Dn#1e~wLO#{0O&TFKzLw3gIVY5tbOyUCKCCCTF
zCy%q$Jja%6sNRaEn8zD@H4^~j6h{}_@`%!jNS0lYg~)m&1RYlj&hI&TRxim(mJX`q
zggE*tj0u5^c2CXW@8ydYc}4J;VlYyrk2G@JWZ&C;Ed<!fB0r7HgnqMgyA^b0h<|G%
z?W*&~w#BdfLV@aJDHcA)XIY>N`qC_b^-7<Z9`5&UeSg%#<{J*!sz*p^o>UI@<z_4Y
z{NSw{t~+)DJUIKBQJRm&s$|bs{cC=QPaIw<<D;bYbCWY-@?ZN0I37DI2Ya%5xz%w5
z^bRS+a?dfxbkDI;VttP~pEf$5HdCNkXe@oY9(=6EF-HJ4qY)cKx02TF{r3xN&*=ky
zTF3m$cY1@5Gaa;^@$A5P6hX8Yfdv%<)8E;!bG4o?J2>Xk!-imP9T)s{&koN##cOWR
zG<R`Um+J6+PGL_b)bA+NCIR0K6*}Zd>KroCdYk*LjL12>p^1!b08a+HD09qDhP1zn
zt#eDD+25#@xrKyKYnuO|<~cQU7;&k<yin+sUx}HSR|woD3Vs=~kEvN{nLuYY0*H0B
zJ!(|CFEpRl{QY^H<dV(xL~%qw!Gc&?O5^FyZQIHheA`72y2C8loxZI8<uPQL1<u;}
zQ(Pd0yfFeZ(F`6-?}y09K-t|F2P*%2%wn<gyvn^v0bO{tGt%eyy6*0<mWZA21p#R$
z8Qzea(>+w>5zm!iD@k8w9<G42y&;q5{uXoVC6D!8S_&45=@2wPTnd{zseg$&2A2>3
zRmbX*ckI~xqQci6!h*=YORfiE^V>t(w>#sL(z=|DCw16ofDr&gx0XA_nVVUGNn-ve
z`?2GwlMeh`D}i$}gNSqqLUM!QPH=#ufI#4L2E@HNem<k#PU0CPhX+3E>DdHr1Zs0R
zlowt6P#694p4MReBlACcOX#gdP(f;bc;ny;+8j1N4T5ak7+HVlb|>rUIKXB2j9sAZ
z*Fstgyb6iXfKtUzpNwnkob6^k4_?dj>(}LSnY=i6V)!GpiGGe`xv{yNK4L5JEJZp_
z)7CZZz+ZnTY(2uauQeNNbShIf0){V-tMms<6vw!L0j+ZuVYFTqSCw;4JgoYM<>OYe
zp*F3jU1Rab#uy7Y<zvFLIu50)%b}~R-{vnEX@eG90;qN5Bbew#_`7TXd_o4V-Mnl4
z-vJG56dP2^P5jX)f?D>QSPfkTG0%)P4GTw}mcal^<EQXT`ZX5Wm}P0MO$M|U;_Na8
zu{&;VRyX5J*qR{Jw~ptuKl|~Lv<iS%w_z`dd;K|r5uv{?wg-<vf?iIZuZyiH(PDJa
zmBWk5-Rtzfq33WtTC?MPGY>oSDrGTN|ERm2$;-~_`nMU6gC7n%-lrEFsIr#%A|Iql
zaAH^(vK4O@KmIl2Or@IysH3mfG8hq;ziEDlrx3vvR{mCa<QH;lsnC}oKO2x9amkX~
zaYxhY_W1QOJU!W=elD#kLWYEiPb{hc7IC6P2zH?<G>G#y`I+E!v!0rW<7+ft&}K#G
zbb&G~tl;>^TJ9>tWP;o55-q7M<L~(v+w;SY{=Q3o7n?H4nV)x?OixfX{^q9-j#_jG
z<JkGC)|O;cVt=gWn@{%mwy7J2{2+5<Rsm2FA{P<my{03UZIoq{{4Ag4`3v+%9|WW_
zIy^~;S3{U(E?Ri{c9kYguF(Y-JdGOcbdvOZ-w^}|Cgdy*B|^^CTbU}n5R@MUfc%4T
zacg%<*BMA%d428Ww;;;$nIEcARQ*6bhB+<`rntH#Y8TnB4kGEXR7WbNJ2gGfS$9M}
z#0%`6M8Sv2FT2v-SHnyddS3jh75ZW6-|U*}8>&vpRifKV-E?j2?rT^Siv~b&VxHQU
zQ}w^<c;K;ze8;qk<2jxCBp{9SXd`IV&#kT3Kp{!~@y{P;ADooL#dixM?j*%pHkB#6
z`8j>;xO2M<@taYvoxve(D#G=d+CW}?%c(GBCXfP|NHI$n&UV?LiyF-YxOFydPbgPj
zXcMs3WV@ol{0<goS48`@B$OJQ%h0#iV^sl;SG+%y(a&M)`Hac0?HNv8<5^6vv_cQw
z9Q=7d9CJk8Jbkt3S@q6(EsqK`0Q0oSCdk+C1F(Jpno(bjEx^+Txs@_Ap$l5tcCTll
zcH-Y3JW(p+UJ#p)*@^46(%noOHrJ!|AcI`?NN}eNC+9&s<tU-zkaBv#iD-6|RkH0t
zuh@&bhM{ilT7F&Tisu+ZHTK)fvY;{*X+02w-l59_Z&CS70d=bs#&BOiB^5~ie&D5p
zoFJa$zm*BBr^|vfdPn~oOSKMzXP)mE`m$dGoEdgC01B3MMtzlkgBC~^fe6}Ly`E%y
zAsLb(rXiI}2JNkDFvT*gRA*WVc(=k;DrZPRe3TlD7v|MZvdOdyt{)P0XJ6xkW#RI#
zq*#nmWV+J2G5=zt?vpjYm#WF=Q&72rUVxxyD*GNeN`HQDHQ4WWdGQPEyj@VZ{~B&*
zr=jIiBV>U9-=K41pN1_u-p^&{L0)|?-vbgUh~7Ug8ErXh#>e-l|HUN|N5!A*A-^&4
zSQgfM$t8y-#m+KvAuv1%Ec-u@_bu&zi-Lr?xTBUl<f+SlAH|em=A`0)9S^kdYOsYQ
zQ^9jso>VK8d%8f$BLlLOk{KhccdmEy5_L9WE6PJtB?5g|uCq=7Ln5jm9+Dg_nfq|S
z8@Zc7JzQ~&b@26gG$;}Gb!e<xpm$yUK%2YB;7hwu&V}9>8T7K{mmLPd6m==gEU#`T
z&#l|r-Xrg7M}qNQYdK@bH6hOHhC}ax<^V7@zYJ^7d)(Y@hD3)+>)lpl;#f`cHP<}K
zwJDZMtmL(79qN(SxH*3;5)jM9rMbiu%W|=*z?9O2$J_r8^v@bgRUJFX4U0DbJjV1h
zyHPsFVbu-KsEQw_qT8J-`uxx<2mAtiI`wlV3-}8HxdZ(|NtbUrCcl;k1+FP2U5w?=
z|8(83P8p7aKv%wvg_wD7(jJ#oX8~Xh!UVpe%2&~3<>w=-gn+!Zgmdix3S7JC{9j)w
zjL5}NE`j^q-|cdla_8Os{@mIavSG?+*n2bMT<&u6`2aKJQduBF%du(I=_26%1Lbgk
zZU3R=-{Yh&UFPqAFzyy&_<I`e9&-Lr&1Bm0M#C_J{zs00r2H@qAj2-Mr|nL}%emoQ
zywmA{C1ym{*~Y!j=QYss91+UYRi2@R8D)bdx3+s`5V=vXS4n3ng<E+Eds9AlYsF($
zKPhxS3ZIW{6Lp2Rya{r}$zaQ!iO`At5D1!Yw>Hs?QnGhMcL`88c_J9c+XJ|m1f=~9
z{T0pGgce%s@sjb<u~jo3Oig9-%$bhch)?Z6ovCVg>D|ag(h@DG1s7$H9flWRLT-$w
zct`+O-G_k7D!E`w>oljdP$6BH+^Icec{WlPxH08dQ=}|cmu859ejYY37s1}HArzNa
zk`dDct7Z9{P9=`3MWAcUq*^RdMCJ4^$AD}UM+}Hdm~%+U;tz>tKf|?<#Lxf_L4>;@
z;M03OB%N+{#3h5|dr53FS|TiZ%zi!H>)b;B1KEwt>DV6yjX6(K`tn+3oeRoINGO%w
z6f{YlkvlY&Y3@uANEgp{fAUi(KkT?f%-t`=`Qz?>@|DP#?8P&%7pu$N=Bxu;QA2*z
zrw=gMlQ@^w?bai72xj77<ol<`h3>h40zVV0#BI{llzt<f&V9qFAJY#RiD|eX-x0H>
zE%@^|?<~>3<|HdaUf6a9b;n(3p5c#ZKTbT~!a9BW7(A|h`8(>^u}aN*aCgeU;V1%0
zH;5$f&8P~OmQ@K8;%^E#<^ifYt^B9?ptV)uq3Y2pH0L%AlzL7xmqq$eK%E@1cP>`@
z#wiYubkNkLNES{zRtKBuIDpZ6xRchsh#C8=g9FuC=`@M7KI7}zAp@)~k&Ei0oxK|e
zfo>!34TY<&zU6nn6FaZub2WisiHbvN`%gU{scdz&#O%5VzMICqANlG}1Y)PXR*{uu
zCKYBu)k~-gsv7B9JjSdV8m!eC&vGwtYguQ!+<z-HD6`O@V<(+8VX1q7;M!zV&2{@h
zYuK<Q395KPDr+Cx&)`bj$@ol4=I(z=2f9#~TKNs#00pW1JBvxKh;XSu?RJ2H;=O1w
zx)3*<x_+6n;f!@WPgO9PS=B^Kig#m7+qlx5yqQIBaW3#*NggL>5GB%jPl1MTr5UxJ
zG|`Y;yJLDKd8#j6Z&)H?IiSF57-p?)*k_V}*V(GQB(?uOH3zX7zhERBCX}ieknc8|
zkB5S#cCo`ACDRc5K?B2AfLJpVD+=U!eF}*rp;w^IXOqaFXmd@nc7(4v!$sM~?=xM<
zeHm?=XaTZ>W;E*$JaM>+ZCKl-vpgA1`c66pW?YC-XlP1W2yn7iLUxFa+|%i*Mq#`&
zB?G?$#soI<W?|CW<wH8RLaX<P-^NJd@zQQIJSijbIh)fI^GV@hz|atE&rxip5e3hr
zA4CabOl>GmTHpUVAx|NvQT>4tA<-vtlE1kxd*xrLaj$LqE35TYqMN6b>3WJrkChfz
ziF%iki$<tq_Z3P9<$^ufUV3!e#kS9h{mp|nzZFqSu2wm(l84J~4H;K1Cwh~@=)n|^
zsf`&2&5F}9daKJ8;rdA7-V@;cuEoachywo0RJHKA!n0T3nVDtXw>jf?Q%|A66AEvN
zNHyx5<34R}jwtT%ZIu|U)Oz65{5xNJB86M8ExMwrK|@qFLi9nGtv3d_L%~8+_a>(C
z$HtrgWkhWp$To?7J%EDCIs(9@cHLoMEtrG8Vj{;!=3Byo@$Fhc+TcY%4+RVim-mbR
zkuG-3-QJojC_H=-W<4EcK4%mr6UPyT%ok9cB{3yP#yMun?>(8C0)nvOzJ-KOX}@X-
z7gz5EsJra|og&JhJo3zz+?%@kp9LMLtekt-9BqG#f7VK)GM22Uujc-kGty#OyQ4gD
zr7Kf-FaL*U+0=kTfBw)jv7jNP+#Ubl=jnt}#>TKcf`tV!7%l_H*gz=2(S7Q&wS)cz
zzu0=ln{bvao*tC)c!XTMQ%QM3X%I>i8wP}E;X8#_t8=3&7eyI~FpUwi@}T{?MfEHX
z<;sI{>W^6g_Ic4<9{)S}EN92N3e8C_P&3_yN)-8MdOZUQ490c8r)2*R^g=Z5a=zlW
z`xVlTpwpesQCIXMPZA`(K~IkcGjE`okL25O*D6a1f(>8(xnKP|R()R>W3yt}Kx#V>
z==RH~xPD8SQdIz_wOny_P<6W{fq?_!fxthwj7NyBUc50#cA4K=T_}~E(z{5|F3;R%
zsT6JjoZW^~SB-6$w~W`=+Ixrp=7%x|8hP~9o!rq3+VH6&4`N;hgabAY=%HrV^ybjE
z=sVd<z`nZ?(RPtlQo0D{i9PW5%T0Pezb#X_w79vTpXTIvbyoKp3%`))Rz;yq6h0W&
ziXCsl5GRgGi?Ms?T?{~&+gR=3dG9CW6*zC$i8yxw2<`xWrAI4m_`wc0AGkcE?7<c5
z4xzk?BFODY0U_74{5-CJc5%6vn@yzE5f#FB{M=xr`NvTUYv3U})J<I7%s+cr?pO5l
zT|`!X4_T}~Wj3-uR;lgGgSdRfhJF^_C40_;k0XuZ{AZ1Y;5^TU`@%RBaz$v&t7#Ly
zwPu^mlv95KW^Q%@?K%GSddMko;gHA?IFFUedp6mMo^+w}^{jngqnU*e8uMEgk`kwj
zd0VLC$Yf86wAp*;@GKw2yVQoXcIFEX!U06PJ}F)`mdero2rysv;?yfjts;)K>fnTO
z3WH$*PTBB3sPJLqUa_f@Vq1XF!4#*Y7-OkoH<P%uUypbztR7dDWZn1{v9bu}Vejdc
z*zaA{i7TB?E);RNQMC(?Xd2O+X~pVPdA#{h+=4{{>3D@Y*SA78I~I`%FvT$_Sv-N>
zrL7nBwT}39h9~W#l3}0x*<7-4%+MX~vXr;iv7Z1W-ZbA_XYgCzFc8zsS0Ohskd)}F
zW!}qWqsQUisF6-&%X*z$mP4-`&<PxE3>;=yHja`!9;uq4V=u1ow=E*I;&9ax7Zgk?
zL-VEji|Sg9tCV*(1j~KDZ0Xo+`eC*oo{v>fUZohCIH2h!M^UrQLxak@OW}kgoXha`
zF1j1bb)ux3LcdO&7DBIAZE}o7WnDzcJJyoV{grl$>yhwf6|Xon`qKZE{s-s9q*%l=
zC;!|KCq5)-GOdss?k=J<tdp!tyM(OF_L!sFPs>qSa~3t7x`3q@nx?e=rrD}w?eV=L
z;x|D-(?`5w!QwTmk^lyH7>gDO`zL7I`ez5Q>ehr=vy#)2I6@?KAD>8MlW4)oKs3<k
zbeMKV)D_Iy`3}Qx=H~xN^>+TO%jrle@h`pOR;j@(W}k5k*=yJGRn(zqF*v)GI!C38
z?)9`ibFA(W4P*=xR&)0oOQJfCc2+s@ZemqnbCq5#yVja~XBB3SP(aC>HhVbMW%`d(
z=Z4`<$4?RSfLPGucJ0H}+<AB%>syylU}W7j8g(Mifj^4rlJ}3xUCp9IE9H6V23zc|
z?>oswRQ({<QyzDe0dFPX^3j<PpHOk*9Ca3txn2Fq<WVPJ(6UtIX4*jOb~+N?sxUh|
zwY4-16Bd7`>@+kb#`y&l;>!IyV*B=k11GqY+EF-qf`o<*so{pn^gK+|CSepN309~d
z?Tt_w$(#u=4q268RO8X(C@C>FWbN-h^TQ6mM%9~+|52NzCnWKjMeL`<#e%2efc(4v
zzQn$8bp^@CMNX!wk{0fAACC}t^gaZ;2N?f`R|?W<7um(PYYhBClz;extkN8OUHzhs
zd@cTF<cF5&2#ip)3{=HGy{fc1cO5@+zATr!C07B+y#VdO4A+UPA$TGf#&@zyY#iJS
z`>*%jlA*t(vOI6>9=h~XRBV`ed#qJ(ySqy2&xy<T6Qw`ms>2~c0g;U|$`?;ggwk1l
z72FbTX9DmX59efw+PX4unn1Yrlco%lhF0LFoZN9KD9MM{?(BnNa(CNBzY6VxcFV0>
zuWiBNq`T&RZT!|8bN6*Yby}+NUj1;ZS0a^-(k8&`fL%ZG-)ov8A)EG^4%3$a>BQI(
zac+7dIbnIN{gX*o7+}pw3I>pN?ud{_+ss$0ihd2986)NTooVnqS3lH_$w*2y<kBZA
zb^hY)w~z_9L$#7}i2Z}#yw{e|d#AvssQeB`W6GJv+gt(Zp<SB?fX%j5eOIXWF9hPw
z)#>KLqj3FG2v5L4jsLws4FT34p!?64(#cszGx!t&xPNd5XyQD3{{xr7U9wGsE~rUl
z08z0TOzBesyHdLv-On67R+BRq16~qdHa*$-^x*^RS%A{LgosWBRBbQ6YJhpGh>`zr
z|MtQ+m*L?<!Ucd}5&eD6^V#*$d(jS1%kp&XhJ#^YrQufa+xl(JsrP|MzLm$nCB0AD
zmKM_kuwzw9qu)(BBaq(<Qsf4m0x{W2HZ?8w8%D^JGpFHl+L{+5MC@z=?j*&tg>{>^
z=)T@xivlCie{Upc^nO}iHg;uUn4awB?;X<UGBkP;<0DjA)Le;rN0i0lTThyMTQX$Y
zU5p6SF*^76Jb~#7>BBScZWuCd!H7cn-Gbpj()mS%g{hYuxwwHkDkr^AgkRCM7SA~N
zDIY2x-9W2;^WM*^^W+3~+oBw2)ROMx_Ty3UpgXn_Td7q!BJ3EVK-Rxf2k<hBxPV*)
z2{<5F6<RE|YBt`lsAaz0u4wDi%Y;buYm0Q}*iuMUh}Uq)&V+!&AdsNx{f#1b{A>_m
zvJ>u{eWI%wBwfzuntVRytgO3@U}{?0PVPR)*Q5`~GM#|Vh^!mMD(kbowaCGoCu?64
zli=+$78C|S&7bMm-pDpu9)aRay^(bu!o<$LOn#XOAY~TTVzOttCL@0CTwg8ptlD=S
zHzGl>Hpw$ORQz4rc-`bu`hfI|c*2WD*P(Mf@{_~Cf`%5_Kh4>N`9{rcB93MVO`FAq
zA@r97>!rfDM439A1=eERVRg3LFYHHDja~BY*0ijh|08n$&+fYnx@r%1hYfm0x7m-a
z-naYw6CSvCXF2xU{1U{ai8p3nXg=KwJwQ;Y58t1&p=m=~K8(8X)e*awPvO}MOOHm#
z^-j-C6B}=628l{)%oQvCE+D5D8~3cT9)c|_>JuN<#m*7Djm}0k%;e@3iKrj9ah05T
zy2`pzmhROkGZv1Og=TF>tX1TU<=rX)JN=hQ0W5Ge_c5__=w_7VuddOX2Tl(cdaXe5
z;@n-Vb2JN4S+dR=qn+HhJ9V`by+1~1DM^K@eF>zq;d1v@D!*SU!<Li-bT}uQx=e_I
zQUcT*TMv+XNA<*|w7bW@&)W-{yg;)Z+duW}y}8MzpA^&2u`0|T(yo>A{=|&0SV%Q^
zGbv5+a%xOn>Lf^{0mP9Wc0T6s1=+mIQchl{*VlKc)B6X-yqWfWcRDvtRp7&`&yjCW
zJY-wMjI;Yuvk&GMe$H4pcW`{!(#$W+_kJ;Rr7V|puigQ4fk{rB7&BAuDF|~ue4MNe
zIem2+SXYNi#%v6P)!*)ek$@pi!RO;v(&^<+^pSAId!K)XnJmI+r9jSH_x(j57?tTn
zFNrlRvb$|g(bPvPmED!SyLO3TWHQhm`=Y9D92Rc6RMm_cH=ruI*_+^X0YRj5Uc`*4
z&9(|1U7%z9hBI~K+n0cte)%QDM{W5kU$%;w2s`q3gt~b8Kc{y8uV|svM*7y0XF6<~
zzI?urU*bz;aoq;FsB$CdJ5jl=7Ufg7TnNX}i1Y|eRZl8A0E}=4@%svV@@MEd%c6vP
z%lgbIF|ql4wQI}Y<%FAhR6e%8TD3lw5yU0(qDYc%<8Sjy<<EOFD;XQDX$~`{U<n9^
zwuv%n9EPS6PrcvMIk(I!|B)<5hfRMrw6^38ysZ9C1QBA}xT3cw1Bp1%0Q!LQc^A+j
z0RFOddSbD4a^SC+XSr49d(O&g=db#iPsTtjo4;SaarZ?3KmV3`D8<KVuFs(oTH`$!
ziLP5t!2p5pTPM#CnT`e4o!M^v6Fom;BvO8XT|D7AM{p5Gw(guq`_-_n+5drp8%0yF
z^&dv2%oaE=cBO+KJC&N^pGz@a^7UMKb_G4KC>Ghle7-B--P<SOMSzO8we>9xqmxwN
z73BgrXi}<kj*TO&whB7HjbFERAFaa_nq+vpYHtygU+QsHD`?(J>(b+p_cc_fJ#pR^
zclO4~OHG4Szcx2emTK-(yYS^=R~1?0_0`423b2kRXs`v=MIyh6)DI@iHKCH`HURPS
z2A!ouP<*)Dk?%ZIx<SOQhjn%vx4MClc-*xEHiX~aQL(i)ed)HU$oL8Hp7hYdyN?R&
z<D)JBsL(6Ks^b~E2a2^BUf{kQ_{5Q1#}2rjn$;J9V*-i$4=}W`=H~wo6!c%!<Gw3?
zm-i*a{pM>E1*t1FB&leNM*-2ci`OFphaTR7Op%}&V=ENih(;58(>asU;>taG9%11?
zvWon@n6orEcKV+D^27e5o&iNwYEOSOyIAzeqF-@B7sPU1B_1AfYfeqbx4-v#!YtQE
zsI?0w+R=vum1(Yob^=m5n<m=*N&s8@-o*?VJV`{~DGGl-Bd&Ol{qsY4(OcJ9=N7Yb
zw5x{<pJr~<mkTQyClJg>i^0E>A5-MaNwu@?<eh9S!$LvZliyjv-MnY5PgGk^Pw#{|
zALF|%JV)TxE)!UI!MW>;J?n1QBZu^z1y?BRM)KRa3y3?6O~i#ys|=7YgrA)KJkXrH
zJXUkiiB-gEAXU>T&`GNih$zmeLAONZK<*dHz6Yf6v{&i2NgLwQIZuK4M{d$rCXJ!s
zkI~FYCvB;ED%U%UCTy<VT1>xn*=PRg50_62!cD@n9R82uVs`#E6=C}!7j{Cdr?-9f
zG0#5$RTY+q&7i)LAvr&Lv!7nblp4Zw3D`pa*&h}@w*VmqFE_Uw3ib$|jb)<+v>)~U
zag9sK_F+~p{)WegukS`cEBCB1J`>gxvxCSDB$3)gy=tcF@%iF%5-W)B$mk$(PJoG3
z7cZXNhWIr-H*hlcQ`ndzenw(xj~H9>LzvZBN=;%03{-Zz<t6Cg1N(^HIg|F?+i-6>
z9LRIp{agS1?ynHC)wy2L&|9<IiwTmYqSsb6c<tPmYZ|4w47nu|R&ie?x4L=zx4nFh
zX;c+>{;B;3nolcN-h~IpfN%olY~LSfFSyDOqbC?)sE|Kc$3=*s(^&tGgWpFt$fSIX
z!7-(441ZZIL7N*GG}fWbTeFFygC;W(5oqU4Z=yEP8WMwMDx211+TX(bfMlB?9m@_x
zoWQDfKnJ(?ug|neo|&}ZS_RgXc2;2+Sz`#6JKpy>b8r1%&!HZcWf@LU-t(%Rb^?w_
z@E&Pq#LJN&y;;pSYd*`O@uEkJ3&?a5O>tHjz=M4&x@1yxR&HLFD8JauJESoLe8cit
zj8%NH6)_QXpHr3fW$<28EyRKQRnz}K4)B6m`*D>U=-RY5j>auq#?ST09Wgsxg{{W?
z8p}vo5xTyTxV&q3v|^ucM~Su*pp5Mm-8?Wvd~T&I7n4@M0prpN`YoX+zcI%JfC_dM
zVyZS>i+_krk>qSB&vo@tm&oWkcT*x(k(-}`QzplOv)(W`uj5<Id~TrQvlxK8FYb+V
zDCr+_f*qHKNfi?#q+X`~+pk?72ZkMI;LfP^YlUUsQtzF#=yOyk`Wx}nbrNG4)R+F0
z!K`nZ`f%VwuRi#x(WQjWMQD)X?6n<GfY#R~3Ry{cF>85s4+_JE(}Isj3OQbwGk$pT
z!Fef`wZCo2*I(h!;uk6F!0X9*aiY>)ASNHdm;74iyA32u=61UR%_OGR2n$k_5>Hs4
zCC;JQBZ6`Y5d4F)C;!$zk@i-ix>nipil+F6qn%fYPQR}tCUhsRj4oHpNIbdqjy$Jo
z)HTu|{6A1w=#npsxf0d-K@C=Jb^XYpaBY9ZtF&%Vr<{x`I8mDm$l6bvm9D<|s=BY?
zSsFF>0%$(CO(MBbuz`2BxGHAhjkL<e;G?2ZgT`RP0&#!+$=|0FJ(>xM?A?QQr_W`s
z3!`W+3Hd1=Ge#8K;<(%#|6uAd7Ky!=YIeg(cEC~j2EUr93<@c&A4CfvBo*vjbi(a%
z`Y-s%t)`P-F$*}q@4XFb6SfTo75E`c&{k7HGvk$a0)4bqn=KDsg)8G~6XgIQaoY=1
zM~Ok%6XmdH@xs1rU96m4RKy)FZSjWWrBsMUBzFP7E8Z|XvOzL;kM##JvGelv@vzMW
z+SHUBMK`|64ZH!k1J1zPX~<MZ-Hbrt>V^vg<*|l>xq+)M-8OK-AcZ=E?7kg5PqpJ2
zanC_SoUg7_fsaD80wUQl2hl{Yfqho<jBp;>$9DoQb-Ey(d$+>TioHYQx@xqBb2yiU
z#I7){`>t`tIKrZ3xk*Dn(<*^|UB6viUEoPBuaKHxb<)!cO!1*t6g+dMTm^>obo+!x
z1AP#3z@gaK=iBu+R$?p~%<-@01M(S>_hQ-AyT$MPBa+Fk2`Z^wql^Q*v6%}oJwgZ*
zPK0XGYEsY$-lB5s<a>Qoy%XtsJ~h(nbHOau;!t-S83b|YH?X1ox|Ws^+XmvE+Y_Ok
zv}2YY^x1ZcIW?~NCCwLDG_x+oP@J~wEO*cgB?NM@jPi#k09IkUVg_IVAp3srOEoZ-
z4XNEUIG@O>aa%qj_3V6*0HxE!lg&Cv!-h%nFxZdEk*+O}a@;yuzEV?%a@bv`%;7L&
z->c1x=5DM5D(Vg}-5L%U>^t9w4V2nFh<8*q2kGAG2oe`e(Mn4VXRN^+oql@$B3+*&
zeX&0=^ujj~y986)8F?1a27;~Px<h8Y%r4ffVwZN~q%ulXt=M2__=t`=IrUaf7H4{^
z<6{EFWOSK_M-FuBtbVOndDiQCcaf<?&p-TBSAQMM^`dIIg?zAfx;h5dnO3eSP;#z%
z58Xf$cgQYaq!Pmv+T-J`_I7O}Z3`)?=$4Af<DvkO%aXV6MV5E}&}QLA-lGwIo#2Qi
zkj<+6eutaK=y15pwWaJXgU9h#VVh3o?2;+w9~Xt(-6}mCO_r6eTF+!)mbGzf{-JJ&
zM4ciJyLJa~WW6cYGypu4<v&sq6uj>;L4fa7Pln1u?r1xY@7)NA(_P2Cw3&}<piced
zZdGcl@)meko7KbNKdA|S&#!B)^CftZ*Ruw$Grfa9@(LQWBCn?nR^s-m_l$lMrpJE6
z&i@q$baK*_$|__3Y)hJ67N);=&Y&p}%Eokye-&B9I*7ARKYaJE$C+(Y0##?LH94mF
zj?8B3dpY4;THCo?UoWG7mNUrj*wNjL50JkH&+A<PM}iR^%h9Uh0{b)U<vxASp;x%V
z*U9NyV%lVMy1L_;GjFs*F6O#=GHLGX9>V|WavtiCpnts5@v0j^L3jHFuc3BATs?Jf
z4wo<$yKPclVm1yoaW2|Hs10kfnru063&+US<hk3Y*>&6^p)a`EL%m3KHxN$?o}|xa
zWvx8vG5QcYa4FSTB(bzh$A3G7<nbf&%wcuJvu|~m-(SrBThzo^W5~=?s;5=9C%$|=
z=R2p4ja(GcsRBcUTOZ#jaF>+2fvwCwIRhVB)!YW}3vZ+2UdR<Y%y^^T@jbp?#lsk8
z*;$RSc-*^g^dMoCepVR%kL~pxRD4(oo>p?IX8zH`ZMxA6Q5?1^;nzzx5UR0&z`}Ju
zkNq2O$)nWA{Iv;&Pm~{>aObKFa}YxP_e}+70+@dPR;-J3=iQ(R`R24fY2a*&R&aSZ
z2OBTo)Pj_BmK+wgA6)iGb2)y%4_J>q1Y4go+*}mfWvYT@3ghIm;WAAdU^(U87E<Ia
z0l2+85ytNTOpvQ^w%_d33_&!40|;<Y`h4Kz*7iRTN3&mP82#dQ)OhD66_R51w<1em
zHuDkV65H^1_HM~9gPv>{DXD1!>~pxLEc8P~qYrrS^uN)Vc!$o!mHGKvCE@sNpih&X
zg@{E20&!CY!7zzK&mS*M1G7hGh}jdhy%5zLtyaf%D?`;Ey3IY}XB_;_{n>xCJZ4Iw
znr2QN&F#-kSX(zbP6LGi7DuyPoNx5v5sH8Q^@CJ8;N9vr*QFrZo^IRC&dF{Vi`@4Q
zsLN;ZZP{+qa^LOM3PRZQf5%oG(VXVYPXkRbX2KBS5!`yr@c7N(Th^_(orIn>^GmB*
z(fqOOi_zYIE>|G($MbZ);Dt*NPfKHUbH7yEqo9p<j>yj=gc7qS!6(pV0q~2@{#6iN
zq#U5}_ldc3`UiV;04{r1O`V_EJ|8d^L*O;2(pt8hPc@OaxRVq=1R}QUX4gM(oInl#
z59G59msybAILIl=aGV2P0Kh;$`J~mBZgswEin&xPxhVHQj0=7mY35D18PcDYJS89&
zStuaRl%>AWSK584RmurUb3o;J&tz)L{>y)7va@jtcaYKTiK+A;zxJ%s=mI2Qg4k>%
z-+p@8gV^A2WXNP&4>M1gkeqe{6PfzJd1M_K5lP1H&#gZRu^#!J-ErQ|e&c9^1~Uwi
zZbw5nl*VvcbcPfhOO_R9D&~XyA}7^f+X!Z{x;sd1lvth^o*?2W<0hNCW>d#MA@-f+
z0@=fi#`ljC{#3yzAebJXaDxz!p}~#k4In;gUp9aowzZ}!_wduove)z}1W!cgjE7N`
z(I)Iud}>O!$^Q4g{SfY<g`QfhlB}%#Zj8R0^wDSfA}+SL&9r{z{;P_D7I5TdA&@vA
zLAP=_==cNytc*(rVHZ9juD|Hkz3E!y9?-3!akR_JTtPOypR|zhn5KSo{*UmFHTkfv
zP??v<(|a)3X2>1}7J^v`Pt4vMhoN@F-`-2)XECJND!6=lcb*Cn7pDNnyU8NxNpn`(
zn;k+w^ER4EFag97%72fBQs@e*c|U&Cn&)<-e*N3D#kZ{9Z($e!PhYi<w?$q%{kEw2
zW_DIVf|t92$E028=k-u=Pa%f4_Z1Zk-F^MPoV-rUE6Q(NS`L+v1ra|N19}eU0;HN*
zr40O2<4cs?e-qH`#Zw3*2Y$($Cnam&N-?_1>ivZ;o^c4h>kX_->q>Ty>%QJQla^EE
z+n=)M$sCZDi{KVm{HreeB0B;Yat^n^XihUB5t@Cna%P2N&`ucephA)bg1lBVi<L~2
zI3iaA0wt=*apVSd?Zo=W22y=p%Qi`YeF+aa+)!*FMmFuRvc#7DRj4*zjXGX_Ffp;8
zwk*?9PX|C)eI1_<w2j42=NVX;FXCeFF?3Tqtx_M9C)ap-38M1nIS~GhniibhLUQWj
zvd-4c1+cnhWRyJ=i<Jv9Q}3wHfx&~Y$d0n>cKpUU9~lQ4ID&Vl*~C!3{wxYW26$Q;
z08~8icW;#NZ(K99Gt&PfloqXvc_&WxpISrhIs(;g{1Y?m4HAS`y~PGtxYJ3Ic&kVK
zB07+s_$CF{;DC0Gp;4t_XEx@i84j3RctN!}U0<QxGt!3YJu(D!)}&|_KJPnTC4+We
zWe%GYpG{hw!V*1!V|$O@gf-=bjqEJ922Gnrb{Z;v?RIqYlhkGj>+btY`}(QK`g|)z
zKHf7aH9R`p1NIyk6?1j)Ga@t9+*|EKYD~N<$#t2t!I<pn{-;&I8u}VAg?DlOEvg*K
zHL0-B3eVJY<d_e1Zcb?m7<c$2UN<E&cCjMDe_)aS5#xNupP2l6aF7;R@cj=N5n|*%
z_<R4SBW?GpY!&r-_y%@ml&1E~4V7#a!|>@cn`mNRbc3!uLyca~;_Wb6yfMkQ5(7?@
zkpHD>>iRzrm#@F6ulj<y5hKE<{AlxNeNh6v5p-kJZ|o^y@6@gwdnjGv7kV}IBMOC^
zEzET42%c-<0)DE{Ulny5k0f{8Mon&A^rq<EbR-emBtb##+AM63n}bLHkD@aVXZnHT
z_(Y}>U5cDVDUz$)M>?D#70R6>Nv>gYpXqc9<(SHqb2-O`kutYfEM|t8Ip^BUu>F4D
z{_T0n<7xYTKcCP0{eHd2@WXvT-ii>KGqFS1-6YZXTDr`o@(XXX-uRRO@E})xehQZ?
zSVqjlxV%Ti+9T)%|J*_Cus{OmQ*yIZir>fDVLf1EM=Wl)E$d!+-506n{2_{s0PyKK
zr;&y)%#==u#f4a*&zW6zV5$H%?pQKd<GOXpD~~54S4?c4CgxqWQ2l%KSI2{n!<q}&
zLV|o?!~B1sO)u@xB}U|fk%2CU$)shZGk%v=)j<Evic6Su&+xioudfW^KcUIF60AYQ
zLj#4;XZRm=ZoB+?bkH-H71L$^CsXD)+yIoEiPW+)vj8e>&u}7Fdvh_@T1&3x+Os%k
zFf(lVbAug7jXr*N3^zqn`z@IZMU&ns>X>^V8gjQqQKVhJ^}Z7Ek*9bdIxQY<&^@7G
z0+ir9ZS}?Hm_-LScUnFKJ`k9PY<+IVuV4`wFEt1xEH)!`V8LLnOoEbP{?p%U_8T+h
z)0wp=_8QU$Eg<18iLmj(0H?i@m6dwnz)Ih;3)9v{y#JYe?ip}*%wpNEWBTeb_+QoR
zN<g#{IJGU@rR5_-=3ZMj;BAqfwf)sypZoZPe9Ym*h_wW8y7Hj0h_4nz#Xrza%ZCO4
z$AESuWHl3w4zQIbv}#)alWxyMhptqRA4O1aLZTeH_%1}Pcky*is*xf~V^M8aYj%DG
zUae`;P@+ED;*&=fSl%J0C4Z7YK?p_)&ihC0TN}a}rx1~%Dy@!^jK$qB7VwG=vD>MY
zypomnR>t>5_0;%~<Vv1rI#;`hLqz7c2w$^ET_G8ugR6RzYs*b1nxt2n7n`>pu0e;9
zHuvbQ6GXcy!2Dw3<=3~nMu~*#)%gh<ArDeq3pH&HHYaj*i{~aA3i9g;b^*e(*v0#h
z-rg3WEo15AB$CW&y;k(og1R_p?xy!#p*)%+VM>tN{pEO#gNk-67>KNpOgy(G{Ce_G
z05U{c^6jABgCTAn0Z{kO2$ozSniVQ@G}Yu0NrntgTTEkd%5di4Yxdf#JrsM{8r8Z|
zCG&Da$Q9v-MV2y3vkKgw>s^000LygwJHf4Su&q@|MHx<1PD|Lq{VWhJZAzFy=6{7w
zh<rQ|^<=GG*rK(kolzbTpN&yqE{8Y5*?7mwwXyTN0~YT&2eV1+P)S!WC!IL&%4;t*
z#nrY_2fDbX*<(N)G}-@Pg!gpHy9bYn+yVY}vV7{?i4uVsG}YLJNW;6A9yE~Ub%R$J
zYg8y<jF7=7|3hl|cMAyH9F+_eJZ`@#SLb;ppx#$uGXubSPhS=fObyT5|D=xX)~Q2L
zBVMSVL}r09x*0OcYlB)bhd$l6h1^H_E}L^q?1r47@~nX@E&C>pQ&c{QG#44b+aQE9
ze&P>(MX1lRN^L)8*{BpYP1Rkd<R2j?9;=6)uxNVFMJu?(irF`^yz80h9ux$Hk~SlE
ztJy-hy@)?Go8zTyuU(E~{qF3t)4MTse~KX|Hehh8eomrOQb~O13pbf`dOuXczT*@^
zrky@{s9Of&AKHGGN@yOi9c?c5UW~Rb{tqPYv){Jt^~|9Tylo4xe2)4(T!}nh9bs2r
z|0cn8+*O$=l1!BXfi)%fE-n7pKR)Xx@f`ItQDVBb`_aL>RKM!qVV+<SaGqz*;EAtQ
z<GYLu48p$R`N*EFcg~}CjB5Z~tTG!>+?Kv!xhleQ-%Px6){|J1ddi9W1h3_-%xU+u
zv_T8YZk6XrGVg9UoOX~)r1fx%FuSET^2wix@3Q1G?c|2cN%me1sA3;j(teg+ZxJ#R
z7++Y3p>C$x(1fT})^upVmm9sd(o%7!f)+HSf>u**IqNpeucxO>g@)S)p7>SMEvpx&
zvrX1H@E=IwO3<IGQ}t1iIcC9gnGNF#5>-#m0H6Pg(A`~$HObY3-@3n%o+hP|y{_7W
zW|Dzt=rhihfI)fcYL|ZIAC)f-@eAl1J=i@RHLWZjE>q1UbIEzkG;^n_E@S-2lF}L*
zc)FD0{8Seaf)Qb;<PDw-g(iLF&VVMRg`W^nsZC9+L9DZKw0DnhdEfc?7#Q@03jFg{
z2RLy$1Fs`F@ql8oRKJfSLVcG#LY?iUWwSb7FgR_I*Ma1--aeB3S)p>}{2A5KJ>_m_
zOq2CAY;o;Rr2KTsj;Sm)kg9p*uSkchYWrM#LG>_BR+-ToG3Gq>*52nz##)`T2jR<;
z@?ZA3yMX-gA4pfQ5sb|>zh(RK)BA%S3*d^plilK~JBL|EZf?lb8W)RjM~-cFcLl&L
zEQ~ZI?{38>Nhc+=j{5C*S22lBdnDU0FW0x6wxWThGYa#CBe|1s<WU#Lv-_6eZ8tGr
zP_lrMVaO^HtT_<jT)IPe_=+fI3e7t<uCLTBJI|1n0N`U!<a*7B7Hoa}f>z<8Dca)X
z%DWHNxomCV{IEP1IiUVa{*hXpgX$|y;yIp8eKBR(ttW(>oirWmGCj~IGp=NiKi1om
zmd9SRAOIW%tv^Iouyg(@H7ae7(b53h!vde~Dt&}y%buFwyY08=tFYQ*e<QB)>bB8V
z0`ZAyL;7c<e^{5Ln@-l7<&&fqJEZ1<x=g@ut&_<P754(5J|sk>(B4`<$;`yr%xh@i
z&7$Hzv2KE?*F2`DWM`Ow<U-vnQIBjE#Te9mUrY`872#9nZ5!z8B^&H;!WJermnZO=
zhbl#v$Md2*-js%3Y`|OQ<qkJiZ79G9K6e!#cMaMBi6us9Z3vk>aZCEj6<^0D&kjo5
zH1+p^pJ{)5yZDZzWbYdUO8YvJw3V+w1m@4xzyknh^AK3lt~7-bwc>-YAvvK#0qxm1
z`Q(K9ko<q3e<jVYyuu8tHeS)Ziu9j3p(A=Oh)t(zv~wp-O5PMCA_VH*mZq!nS&PZ3
zoyy1ZaJLWfgTJ_1g62HfWlnvzJI+pRb{FOlqANwdwM&;D|1)NgH;w8IHsa<-^Kuiv
zIVMC5B>4Z8C;}?C0N^Q@d$69U)cs~=9c^&`lkUURP{74{NG$la_`e*=vsq~c3Dh>r
z-uy~Ic|(JZYL=h?((d2Cxi1R;ND@V4nu%m;xE%VJG9%+c1|KHDm2Mnp`nitw$h=o^
zX~Mt5bb4Cg^PKMu?QQ8~`MsMhcFYF5pvBS|0(xYzP_g1kR^RRzDGRf{z2dPm5VfRy
zjsHJTg!)HOsS^+_cL4k;nG99{lIJZ6@4h)b#)OrA;feW67qOWOJ9gBeW;CBXKn&U<
zm`(JW1h?(|EvR@>^_7DuW<P)QrzPO}xTdEYI`(+`q*$_+ySpsJz$Gy5pcd&z?hfH_
zT$7aSVG(1|S6c1|u~x_u`OD;TVsEexfFR&lQoLL5zd(52)CKUdL$u|xzMcSB@cH`3
z_XK#`jl~es$ph(OVnH1W@Fo32ol+31oI5<xeC{lmSefR~4WqU|yx7o5&o=xXC-QXi
zTKF<FDDa1t{q7o*(<-QKFJE#mPN_In!{Hlnwyx$Co|YhciGk$DY=4|aCtI7+F4Uxh
z@7a>l+a>g0S3er_JJHw*<N{)*TAS;g{MwkSPN-<-=<L~{3mKMhvWA|E>*JelUgv5*
z`x~kO_Kn{b8hxIlbL)9l-xPc$L8q<fXd*IzosAXA<c=NiWPICt&e)GeC@7W;jC-xR
zSFf_|If5j_IKFpggtB$2>{&|}kCL{<p&p&Q_{oz)gIwKUapGuFYsCjHcj@YpD4);V
zxU^o34&4d+X}4cu&z{l9wk@T&HdAUjfTKu$AOEG-Yr=c&%?C<mG!#TgHvoyvL6o%o
zrKyzbZK#*ZO`^3ezDwvBVQJ}-s3*X|A$+#2cC~z!fXL3wCJ(eG7MGKDIhdZsK+hlB
z0d{>SKdIc~4K<VeaLmFiQYES)an7Sw^k>=g!XR`gI8f7OaZ4;?=@EmhfR(Xk2ioh_
zld7gre)#!6!Sg09L?PL5;KK??^szKOk&W|<Uxe0+jrt#*1k}QQ&SM=3jDF9Cv0>$%
zpOxa=2jUNh$V|gDHL-~A?H%O#kq;BNp^Zi4m9}LjWlAH;29Wj~qaqu2_sn)a0cAXe
zUX*NKixD6jdn>^Lv{Y_rBs=%s`CYn+zfq3ZetS}EW@9`W6f8{L;2t&7ACqYvTV>L5
zBYSoPN1tM*Io4WSA2GDqyd4pJO2J+9eOKW;D_7gVx1HW)Kr;YI25t#tlZP5h)Mgry
z{e0XXbhlQ*$>|})M`p(_phlfHheN%4_bXQs@_x%=Xaw+V!}sq()@FsiB%Z7b5QU&~
zONQfP;hMtJNj>nJIjj-CQ;NC$U%)!w^)DJuK~!Tm84I@Gu2<IFN88llH(C*MsOpq*
zKO&Y;3b1<H_ShW6tfi!#k)Le(tYkK?jfPG&7n!@fB5X5!zU8D1UN+}g@6g$;kE6Y5
zF)FHfO&ORDfcmcPc9qp;@2%k@t0!#7(WPxKwQ{C_N!XH3M|Rh29Kjl{7LO}_>X|8^
z$l^4$1DY7!WSB6|#@Sb&u5G?Z4GoXANqVIoIA}DJVvtf2u8VHX4hDeZ`r0JRwd=UM
zg~C&7K7b2$(}q<#LKQE6KH})8C-XCWop-jyC6=xuX;E5j9%MFiCa>nW>Z>l{vYsVD
z-S9FU`U|&&vhBR`MIV;DAAyehy_RHpua<-Q50tsKrBV8+$mf^idrum+9xB4^Cmtd}
z7WoCO**T?jKdZkZMw;naFpG6+k}7bueDcQnN<IQv;K2+62z^n-Y}Wz?Guj#9bh6*C
zAjaa5T=}?$tn6ZZJ9Z0kD`ke|%YQWH=FDC|Oh6ttdYxRtd&}CI1<yie4X)vzZg19(
zQO7P#4DAA8DL>qx{eZ`$89)DJU>9wdeYKb<*<#6!xxVx}M21yx0h28){_EkB4{k?j
z0+!-kQ=RX6Rjg|55d#ol15~uM*L%r^iUK0L=w`zzt~Y9s@L|oRVh9pe;r5Dt6#FEV
z58)8af4-}urGZE6y9_8)1T3;-2o`P^_rH8W@|9vArMDgzJ=%KxPeC;x508=3owb9E
zGH#U&P*Q=dq~&PG$H*yz9!;?Wmd%R=b{V%szb}2Rk*Xds=5LpHKPb$YJ5l=ES}V=R
zl#{c7DsAi`$}_zdB<)r(Rnhv`!2a_iH1|oPj{u)`g`Bp8Wq%$Yx*H6_mqun<+lF-L
z_-I(ApW&XT?j%R5N2;)kY;x`Kw=3K1h`Kqpjk|rnrgo!k0iQK1$Zp+cmj|b2=JB|>
z-51iUyvlqPsT4jZFmi+Up|7m4remdv*v4Z1)PJDfveAIH#{D&4Om=4GYH{7}PoVj_
zaNmcijxy2|h?kf9X6V|N=&Nh&06(;xmbRR(!Yja>D710A+VLlKM|c^|wb&{7`FX*M
zwMgKkfYB?!hi+$T0g`D{MO!v(>8b3i_bxG|0lKkdpmL7@E}2!u=>}I9<ysrjy2<*N
z=yRTB2aWb7gJdu2)@?<vPvtvJIbH+b_d_ts*}-d6_ki?}psS}2vTD)q<~IEgX)Ghf
z!{aCMMitJ4q#_OLcHg1|hd5<;lohE|5*|gw-T~GYV1RLIL)vAo$}l*XiirAFrY7b0
zXmUio<FAkMQU@Q>G}`G`40Tgv4}6>gVzFDZIvU)8F4F$Oo&>mNhg`sKK45?TfMl^N
zqQdO<I6}`c`a6DGz%*&*H4{SNd2`y@!a|z6N!Q3CS&K;r*_0&Be%m;H!u=#u<hwsa
zKs%9=o#O0Z6a6S3apvEHb-tyt;ASMH4oL_2C(Ujq)3B5mPh^tnkkFAs8b^LJ=F}xt
zRIz#)epLo4>yt_oQPy0s!m`ggq$mbf1nsDW&X9NSw!{2(TAijE8;GlJ)&L3+xM<=Z
zbSvtdUSIRDiV>xBLF3xf@;uAvbC<|)UC~E>q%s2ZFZbrJ)r;jZ^ooH0xeTl+aV$Nn
z!WuW+Mg$gbw$S!`IuL$i?Cg3|6lTUB&O8ptOG?PJFyq4gK}^XOy6Fat4Zw~#s33Y;
zVu$+jvEU|FEuVPT*mCOO;8XWeoXSELFytuYBP1rgH`qYcEHlC#E|MWj)0>4faW{8`
zh`$eB%pUarOJ_@r95o4?hy1<N+a8}Ob<9%y=DMZM?$hkCd>S$ux<v2;to4MY{wX=D
z;YIcZc92e0{biD3olHK9EHe{Mh8p}eiponoyN%hobN|LGH5bvtMG{&E1dORE7EKbE
ztKP?jD*!mTnO7-l(&zUs8ThS8)GZw~a|s_T^Xe%|GDSPy9Y(<NK_Gk+h9RuTY|ioU
zCzP2u&>2KuLu5C_UwL_O?Uwnhv}EuaJ9PEw$O;PWRr||ys$i}KQ=w=*d$g##+}Qc@
z$0z<D7YwGM=U$fy3)8vB-PgbUsQu7k!}?@Q=;ryZ<L)c6oE*8Z`-2jQM^K|P+S*JA
z-iO?r3KW;OHp86z0K;?L;B3Xu+t~zR(DBp|Fs8RjldO;!kOCAWZvKe=qf(pS@o2M2
zY~xR=MJRRt#kz%wb#e_dcsRP#+xr=*yrIf<jsZk7tLV)X`4UrT^>F4rXe`cGi$5T)
zc~I%^f|C3n@^H4l<%LfV%emtGqZU96Fn0<Tf8Dp<aSy0_5cJ;lYRqb=l(hE+)+Q1a
zk<a+EnX)q6bQP=%x>*%pzaHArJLiUrkHr>EO>~O62>&U&+cs_7#Tz<gafqzTB?(Jd
zJ=dQJJUc4k6;)FRYVA1o6a@!(Un6KK8sV4Qo_YbN;S07>@UTrjISVcKEx>u3P<eMG
zUQ(u!qclFfl`!W{Efv=2O?zW4Ed%TeZF{6vT7wB%K`50|LjlUJ78ekIhckKSS+_v_
zH-d?SVu|0d1Dju@MX319##3+Ase<V+A02>S_`O?-9FMN~6)BMvXmp1Y9>h{m2#=Pt
z#QI$Ow--%6mYpxSS@_fKKJV<Ac?WlQny*TTtma&7y1|mlm9Gb+2}p%zE`KGn%Y#b1
z<UCK|LDh7lvn#89n-fEAgy7nxKR##V(WK}tfPG4AAZ9*}^5x5r$$R;rC1QVF%O#k)
zR`3DZKzYk8M@f7S)QdpS2EOVLh+ZMQ>8ncE^<@Mbg{Ezj9#$gf#Tr^${yi1FX`420
zJee_)x%1$3!8;vtMJKWA(|G~y1V{CKdD1bK{_{uy)@od6iQ&ud9fJa@3!xy$Au*TO
zxGF=r{obhxZ`sjtN5=~u+wh62uMK_1?+^gTKZ(&OJ5g*P?dkfeComOsG%l39sT=M-
zTkZG^iE>YSPk6jC_mHKt(2M2|77JQ15KnQrTn1q<2wz#+^4?KZTh}I9G<t!h6!_xQ
z!26n$#ce~SG^7Nk*HzKNB4C|Ztd%V^=I148#Nkj44UkK60B(_9PJvnhjSmMMnT=Dv
zOBREhsw4nUh$~%4yM2o)|9ycR_}y2<KtF^F{Yt|PdpG8e^F#<WU~az<r`b-|iA}Nk
zJ6wUb{Wo?N*dyv&2@U5O{sqSH`?|eRk0wP-=duDCzGFht$Cn39)_T{CMb1EL=REUb
z)8La-oeezCF1gsuHtau;Z5V6On_x)yy3ngG2~ew8PRz?Hs%2J}6|#u+Tqz%Xxj~6^
z4XVZxSSZwu2>h8qDXxhLgoRhrRv!d=uVI#^i0Wa_>0yQ)?ihq6*0pkM6?IPqQYwe&
z0TBG3#UO%#T{omn@fPs;+wX+oMo$k)8~>f-9=!oBQI7pxP<5i-Z;&0nRy{O7QX92o
z(H$1;EX(oR`ZK7uCX>i{YNBz_@X(T><?rN|p7@4mlaKnmWrpu&+>yEAXL4Sy4;R-=
zt`4Oyn)j4YMz#0x@QI>^<<pf78D|01#~5n&gWljImu#=-mkx<``hrCyM9@i&Io?~F
zZW?ow@;km@R(Lgz<YY9>vh5^n+N>_+EaeVEDw<8q{*mNfUGfQ@Q$5jd;-uQcHYINk
zS^aXde`?)XbEDLochJB&0tQ--4E-hV6V=F$)DxfTGt#{_?<JIV(faV?9uU`-SV2^4
zIEQ<plAZmm%RWF#;BC9Or4E!aIJ0Pe)zgDg>Xhc)Ln^LMCz^D1<^Bf(tXI=Q`?cfX
zykr=RT+k_AvxqBxe43rEV&Y;Aki&@Qj5Mh_VJR<q>sx8tdzG1tMVM$6^L?0ns{$K_
z-`zuc+^Ft1kdkO3X8fJoR2~dF`Iib5u6rS$c^obxKi|a4#Ayo@Zi$_(#<%?k${^v5
z7riG;dlcLu)g<6m_VsJw>M}5YrGluE7M-P(E`>K>{cw={i3dBDI&onTW!xIHOYT%q
z<5Yq61c``LbZqv`nYYu0aWJLxHqVG@-^XQAD_huF8`z!Q*(%ogi~KXMG$gO`bsZAX
z`>U&+to39O?{{?)iSzh6rd}Hv%uKrGx4XID>m%AYU4@LTd4B?YPtXcZdW#jVI#}yk
zdaecsDRa?VZzsb~!JB>*nC99CBbJ|z*ez1LuRkSjd!ioD1b}%-kXtu;P(Q8W=pjeS
z8{xTKfv})13qibOthv11t{v$rq7k*_#G!}6M(s@JP>vfo+RNPA-46?2iJ{WsahN71
zgW?mkjY>5V^@aMxtjh2Xszkma;$&7A2QJ_79zuFjf|$#=s4Dd!vS?!Si{Z(I@5G&)
z{ySbi*U8wEE$M2HLZdIqY)gi|7Kb*8)ky#LtDBDI{Z&Nxkv7>6GdVxU>l#Xz{Yn)f
z$HL_)%dW)(eMUBPRM>Mk+S@POx5m=KJ@V)k`2Y(bUCi3go(dQ{z2<hk$CH1FaOA+@
z3SY2H9t;w~&|T;H`a|c>B_->daePBux>}UmF7!FE;OZ-PJRkTVimQqVgyD;b3Lmew
zR(hEs&<wE3aaQmtUMVlQrmo{A0@j8UG42~0Y7l#z#;>=YPG_1{3HJbSZ)wem(nNBN
zUW=!=d|&Vx=f!Y@#h7i~3R*#%otMqnVh8WTL_T*#jSAl*Fs~8^;?Yu9`4)`1#hX`c
zgV;I*O5@Y(MpC>)^kEg1Lpo*5<@hwT7%pQXQh%GIppI%Bv#}+LAA5b3u*i-Q+}PB`
z&#b*Y-&lW;JRxGuT#<M?sEV5hm(9iKvILL*WS-$w`}nm?yJpCckYA|FiAZ!4-z_*@
zb)i&!U;jt_+NeBj@&W2YUaK6$2A~gYZeczxX>Dg0?Hi0B>ie1keY99FhP${g{a8OV
z$k#0uOfI=&yFTzzsozQa^DVdIjVdNKgyh!=(j|huf$wIMOn&E-nL2GYR#ep4V*H>s
zVT(RRlnWK5XVd1=QPHLQT26M`diopKAL5psD$m~xR}I(X`u-h`Ri4hD<`)Yhf9a6^
zg7~guGQ&WPow?^cX(@F`rsLKbYRtHJtTgzW23cC)FJY+M@X((I;MjE}>|$2WqWjk@
z<b9Top{0Q53Ta;rh#M|XVX1YGeLO&`gTE`AJzh{#Z_sRGlMm_Tg(?2T98M9~>9l%x
z@73jEuUog3ibbES1hn&qt;6UYPneHh-1h!usyjj-4W@gwrDWNn(RzjrBKI;9fh!Ka
zI;$b&nmyEm$BoCuP4fz`zi!veex2Qen?FBis<n+KAxlDK1p7~P9(+A1otPk6`W2Zy
zw;F_+vb9+)Ou5)>&j46g%lqS*lqSx}-;KJj4ED9QaGI-jl25Xpbz95X3)@)0gmi+y
z1&Xn8dM+BecG>g>;>Cj7bRXwCp_lFYfp_9=u<Cwo^M4=@1DWHvln5%zZF3~#h@TwD
z`obT%b#;LzIgsq!oLf?h`#Yg}o7J7iUHCe`SugDue=2ET<uS_`2FEZueQ6cV^}%;S
zQ|Ba}JCO@+bR#n1+4XNCqR=kB-o&Ir8EPV#(!)a&%M*L|+*k1vI(V;|ZD-fEXt=0d
zauZG1C2&Ol#HxRhl8Cv?N67^)d|&_|)_M55!rk0^$5bBjE~rn(aCMXYeT}%OOQ7q=
zEl$55nZ(FH*4}j_(i*(%nCD08SRCiq`vQf9ZMl6S+5X2FBHTQyx?qd<NMV+3oW`Zz
zbS1?fH9QqZE4f_S#R|-SitYL8$_ZVUzd6x*Wq-mXEV4lFVXmF(9o<~u?Nl-q`McI>
zQdP}8Ln@D^lU$Lm=c>sqjVMtzPgX^#GVR0l``T}%HN_|?X-$J{LGa6awI+0Lyjd^a
zzV!mk#|~QO^X0N`E0EZ8j&(BD!Hb>(0gW+b6bLXnV#~yLKNY@)OvkjIVtu?RXx@^T
zDBg$PE8V$VLO^Y9E#=x0%+~6x?2R=6U2>U5D!V~wa)Q!{N$tDPAuznaZqz<<oIB__
z_MC0a;2}bnV83>Zu?Ow*A@t*FBHnoiRsr=PmOj1e5wr`Km$jYepNc+cDkC(Th^=eK
z;`2`M4f1LXx!DCw^hnD|f$~4z<67zzQ!^1+@fYlaKRV%6*jO-%B$!paK*Au#&v%`7
z*LHw#2LA)(*6QZ*DU}<p>Mj!gN8C5!;f0tl)nmK2Gj27G^DAXbLJeBOd~B{5iTMDB
z)F4mpi_K)KKH@m=mmATcXmoJ}YKip~RV*Y-)L-_A)?cEEi;rA-x;e_RNSAVbr^2Nv
z-sb#)|5#v0$C>&niAX1oc1Y?>_i_f3Hl05S62d3H_WV6o_s$lDnT7XwFW_3)bGTOc
zC&SHQpfa?P2z_deyEY<pxgqtKwXsIWlAx1P7+kY@Vz2%FqgyiRl~x^1DqXdSZiq&j
z$SX^qm(vn~+Z$PLTceoakE>VdoNZ=q9ex~8T!Cv0Z7*5qi6g<ke=bHyLzm+e+O6A)
zqF)~)ghZ<Oy2?0y%s3iTZqVn(p6{N1l4ewKIMaF?_U{)ZSZWZ8DRuJ>wPmJ2#Sf9`
z<&D4=AV>NK=0n})@7r9v5|HxItyy?No9wTH|MGr8VWvN|+D-J;Z(|GAoPbvHBv*1%
zwcm@~i2Rn(9G1p4#Hb^(*Js7I6$+Sp;e^Hc-K6&&km0oER{;%1QtnjHR;s$EZp{Sh
zaf^O1!r9n0Ar8&=_n7fh8!54rFWmmR-<6CVM~%Nt*(o|!lbq%42TB!0Th8D6P_%+z
zM`6~3jZTM5@9pgs;8<JsDEQ0W7rDNVAEG|-{^kNFawq4VFwzjUyr+rFceVuruFH}2
zt!;MKvQ?Gl0JzjM7p#}U&v)M-VMxm->0xf%>ESSO@2}q*p82NAgsas6-3=mgM)GmS
zz3`Yhv52CVOY+w^Fgm&wS#LezEZ_Pd@j9?x`R%R*>75;JI4UP0d@7aZp(CK;4^bUF
zBj$N<_c+#k2HiJXzIE*Q;WY>G*3d~!a>iQxj-Xn@V}%P_dkp7-LBTPn2DyM*WFOFQ
z*O(*j^uG91<Ca(v<h!&lH17b!q`RZHz%tWbSSq%msA3@Wh%pP=sb&v2<_irmiVkEQ
zUqv!1od{t6IN6a5*gVP7;+T1~{WFZ>&@gI!G3khBuctK7uVV~K1&SLkZ>Dt#;MzMC
zE4;!S6QMO+XVD+z8}wcTc7eKG)ZpM3X<f>5L!!M6ws!2X;h@D(doyIYc}bY^k6)z-
zz)o#9xn-_4#qyK7cqdVSPk6#MYkC7ql*WZhpd+2Ios9ua!46IS+^2cC^FVwcm)Apj
zA3MZst}9n90!j>fwZV6!&Ss36l$qI(EaJ2V2()<8xbT^Yh^)pX6Mh(vux?mh;<hwM
zLYv>EtorN1?Z)J$Ju<Bs@LU4cYN-u|e#qI));b_hLZCaIM2FcM=BHZ%t`E;hN#|uc
z2dPu>AdQ^%?l^kq@V6m8KIzzk+-KOm+pr%COJfz=*?()F2xo$X+`6VL_!jO($yOU{
z8QQ$F3J=@1*=m?=9P6=vRMBfTM#2+!pYLbiiTrzc>(bN1yrA}phvEF^-9%=XCv!%J
z>EEl6T$%Pf{Fz<z?F6*6w4Vh!hAi)pDfdl&)h~BgKJ*!RWO1{TRiOV+y03y$`K<G)
zZ>H%t_x9=7{8kos_3#<D9%{xrLXwaI3^XE{4K=isaU*EF2;aa(>qYn$eL3TEpX6Ee
zpbd2qU-cQ7AXo8Izy>zWCSnG}+8dHDtG%_dz3_H$(m%?rqobXnAr&k&mibdf#NmKx
ze6qUwz4nyWp(!#_XSO0YN4L75?~cdjIFzzf)vu`wJd^bc7>ivY?}#v7Z7cg2!tusc
z*;HWYOObdN=0gp?_r|QHZst?+TCT8;5*2C;me$0AaopwC6+<tyl6)L<@O?SNl^lHL
zc^MQSZXp0m(JQ0OC7U@zn$<aL*7)s^xhx(5)ed5^Ze5q90m3WF?%>T+^hw);p>z$-
z$&|a*8WXC2DGH%b{3gXY#|&5DBQ}{s+Fj#Bp@W(!c8zCUicitp!E^kFPF#`-=<ZCh
zBE@MgURa-L`k3C5*6`gDh-IS#lMmBr%6~j7Chi0pvKjmET=etY)-kMfX>lWPg{i8U
z-|;&4_|Suo!|z?h_CM1!r&ER6(9W_v3a~RM!L)`~V*u@fNBN!st7AE}6a$iIK>w7l
z;J}vf)7hmEq0_*^xy%s}JC#+K`d3U1*Xa)_%0T8_2IG&wS&pqY2c}{CM>acoAd@jh
z4glX%qR8Kv5Kx8(w4dtFvtvND5}?Gh?I!ofX6)Hk5745blA)GIHn&n$H0V5xcDRRj
zqhvwg3mLAh#KgeOIX78u{DQoPHZYRxE<LSg0(7YLX!94YeZIY1WH7hPDqH^+?Wk8(
zO>gSXlR;}Gm|LR1R*W$?HjdZim-nhu$}S6l#4j1i`8h9h&XQn-%2~STcO@{fj2#I}
z4EJVLNy8mO@Rd)pQ1ycg_F@Gzb&Dbi<E2p>;93MsQAaX?agL5#4W9Sf=)9M9rY|%3
zMo+hfhJNX-9&y337Cq70?>`TeX`kV>2r~jI0{sJVq95kC<LSryOBJj$a3zDAv{f2H
zUOpnbC-UaM<p4kv(zMy(U1#hVlj$b%+Rf9TKxUJe0H00}l^d6=Hs$f@6YqS-;ocd0
zu&>f|+MtGPa%F2~LL}sYL%Gv?Yu^F|pYRnV&d92>>ogR}@Y~VHJ#B8fWERmn$T$Ay
zXfvy>XXwS=@i9tr?sYQg&Eu_M`!d<&CMpkGiO6d%Ywet)<?P%_)P~*PNgv+Q)hsMR
z>jI1{pWS1PU*u~he-XU7<G7K|ErJSp$<6voz|VJ;JkqDKdcj@rPkhU<NAY=Z%`UDE
zY6|L(p8Kj0a$g7!O^2cyX%m5}YBR&pc2U|<kyV-E1o^1dTxh_ir%v99X6&A>CVe>`
z<2MuP?%orKN#~mg1r<<NREj*z{N>6B*1$g5usS?WRLEA`ME3=RMFV%*PS*C*Bbpv_
ziBPiMv;fh_Nske1(<b6R(cz?q6^!Fs91@;W7Ta&02<d{z<)V=dB&WCgbW3yFtAore
z!1fy@i6`%ByI^Go(oJU!Eq))u%8<p<!2><hv6J{Gg0Cpclouebf{*0**hB#kw>U6a
ze0hmIsZmd8L`F9FE)O{oSD}?Xfk49y-g0OS|0VW0{#Zp#cIuI=$9ne*Wl}rp^12M9
z@}{T#kHXZPPBy1MHR?_3ykHoRVug!Qg=<(-i#-|H!lkmnK%?jFtYGV&rBWr1rz1J2
zpwT?K|5Symi9>>%z{*@4vAcWdUZm2bL>2Mzjw<uzsZFE(dMU0%0P#vKqr#iX!kX;o
z^3}N<v)$pPwIGJ_2cXv{dJD$DIBI$ahkOi89FQgINVf2X?MD2S=qy`X2#Zb-%4Hiq
zdh(7dBi-Ksth=)x>3_Gy!RIN$FKYtRA!2Ha-(6&f?TU$37>NqqH%$hSQw21ci$ln<
zRylHKz?-ONk9aluV=|UW!ZJ!!ofF|1Mq@A76hIEfFNZ%*SO5%subtP4Y_*N5$Dblb
zuu>-zj{ZLQv}+`!cipJaU+dl9jr_JDEvZ{|#>1!mp>PY0o<V<ImXv#*THfGfk9X+|
zVj<mz*jBw<D{mc%nc-N%*a{(!{Bj-(o2q|J)NT|_tX_%HPPc4!3H<XX%n>u8c(RX$
z)wcBq8s?K<Ur`D_7B)RL*=w@ds)ipVq8DMqjbr`GBWm9G4Gwx?TdPX_cKWO?u2kEU
z(ly^9mdGTp>+8GnF%X~~-Git;8Lw1y?ZcOcdrdUxno<l&HLZ8m!LlAmYAYRJ1vzfF
zqU$bz{gwe9=F|X7b?D;y%ik5<51!n!&=Ts9Iyq=?RG4QkXwJ4iq|>~y_B%v4snp-a
zNK+IdDkGuNJQoQ~RcQs<tRowoqM>EM<0k6ED}_KRw<5ZNwd`F-@e?w<wp?~I=5s`>
zYMvNZ_j01pLMWIUOgXlHr!Cp>G1(d2R56{l8Ka_{mnRSo15v$7wFjBYnEaInmcCIr
z=c%`8uDSdwJ7Nt3C*Hk;$W34A)w};wd|XqCn*6y?K$#$xdM8EDP-JvY&H|Tp9~1Hw
zuz;Xbl~h!5AfcZZ=SO!j8JuPu$^O~s9J$K)$64Ss=}c+k7)8#=tIN0DG`NM!;{JO=
zgBpM>Ob)ju>f6_itnRn3B$vt=uwJPq@Q{VOz@yPEa?%Rdmc1kB&Po4))G1Wc&1_Ww
zo;|cy>ly9l<L&z8?><5EDWD6e9}~17!%bu127YRzIv&#6M}m71CZeeU$y0g9v5WEV
zlGLq?hA_QT-qGgP4BIf2>O0`IQH7jOG5FJRhev*1M6mjCES9J_7giX|T^*1Ne)HVv
ze13_SM5qIMl{F!%vmWl>OihlLPu4yyF0V$%^|coCS(gl3Ok4<<p_U_qcY^mwnG>73
zuGC-OZw$Q6Y^fGlfyWDL$i!|cBBbAKXd_N&3-M$bY(4o4SK-?KKy6d9ydzqDZN~e0
zYX+X;i*lxoRwxXW_aG6B3Qh~DZ1HSCV(MMD2Q7%c&Y+Gb%k;T$cxyzI<uS8!j(Z=J
z4`yU?0m*&|&|s)ojKPwCrH`Rq8;U-$*OpTnM9M)$lq@U$!;Cw1)BJ+V)<n#FSW&LU
zfyqXFiS%B&bbev-X!pX3-7}{6H0S_A{8k=BIqsB8G|X3Tp?5_7(-MBs6X_$g=QxFL
zHap_+3<K~9+0iFQ_BBiD2_C|fd%T1^GEd;2RI6}uVnDa*Gp!;UD?z11WcShz&$PQl
z3s<V<HkF&(!dCPf8gT(b9a+>3*B-BfhlKt+tebIKs}^!BUS*Nf;~Z8sMK}wD#Jm`2
zd>7vfs?dOXa+*KSipZO%`r)aDT->_dV)5O+RIs3@RkSmdQ$6+kDqbh&!v%3b*4PWP
zAJ*%pYtSQ?dXKpK4o*(H)KKB=rw5~3yDJs>cY2TXNE0q&`)aWLfth4!@Rv1QvW0<I
z@`Ds}JxVoZK6eyCGPm%0@BwBYZMR>=6o0lpICkM(dSSmvyGD=84ekIQ?Vwe>Sk5@I
zHDzV#i^XsB_rk-X0E91*M%7C!MR0%mQ`@i`oezXhGvrBzc(v^GH^q41+N@o?wUVp)
zpp#>Nsr#x*Y^dMIz&K0sLp>eb+|b{Fj=pKdogq9KJ&n3pFY701eJ-$eZN46$c~~c4
zwEyxwSYE?^I7eZ7YT#n#klUdTt{d-}%20L~$82L_%wfqZYh67nUA6qc@rNs2Tp%I+
zJIjd&^;f9Q4mew*L^J+$|GxUlWMh{mp759(i#<GCad$k;04M%4bP$H+Ju*DTZtx>z
zdqlie>b&|q75GApO!;jRZu0r~F#U`R+=S%2$n|io;JsyB9$Y~9c%NcoCHda41CL87
zSQs0@&qXv5S+JJ|^DxzA%bmv%>)yl(d~(j>tnBqdzyO*}CONh~<$Ln-yW>lrgV{X%
zG^v2t-+9OMV~uB<^257QRr*dnPWuG)z5mcqwc9Cdi_Usm_TjmS+E~F?Ou<tet*Wh7
zXtFY!0r)O<BM^xVCu&U%O`t!%y`W|hy0`aQwYdm7o^P*T%(-=r@+mQr6aCQ>j&aiH
zo~Bh1EleQ4mRhfE?q8wTuKuPKn)Ko~+1K|Ah@`vrYbQ*oCtIQ4ePT{u_%Q9_na7@j
zlU^%_N}K#Ze6*MQOnu@aT&+A@lNxF80;s~x*=}n@4sJN^O|dJP4&|I;t>Y&4eOoqr
z^?TW0F#%N(mA6EcZn^XG%0V;WnxK;ziCb`0WI<Xc(xqBWZ6x|V9~Ha=0@y-0i*aFT
z_2S$`q;mqt*2HPqs9}I?s3jk5LBj8gn{7Tnk@7)8gL;q)<Rg>l5$36DV7Oc#pDi8H
z|46*m0w$njX_X8ShR%G9_^9!w&0193$7k<OMR529YHwBVXwpMz!Y-$PxZ^YKq@Ghg
zI76VA_j0=nW^2qH6At)W5zL*~07<m^=&NhtFF^XZRp8JV*dFlPrOHt2ad@llHSe#B
z0~b-PS1J?ay#6&^EKy6m^v?f`32e@l0hQ{2xE2C88<nyBXA%QCI-)kdOx%-Qzr;iS
zzyg=3gmCNf9-0n%P+y6+sb|2D#PwzGJ5~2HoFdjMO8(8c6xc$zZ$b5iKF^S+u7)BT
z=_-Ywh@uDtw!}!h>8R*KhbMnS^#gqkgpXz<LMILh^Gqj$dC}5*n_X)|eV9_C$PA=8
z-);_uf#Vz<avY&$nI&|b`<tk$Ol*SthxYKSTUhoR3|VzA=5+pSKXFUt^mKXJzWpmc
zu~hQ9NJqs757F@@jJi*hk9SnIp^%cqvKcU$M4%oqmbH1(k5g8Sa}SFU4r^fVZsd{0
zqIFz$Jb(IKOS{d>fp#sYHM|AB=-nFo%{+LakaC4CrX3=yk#0A!2b?sb!aHm-B5F|1
z04-!E-*ekRuBcnYUp$Ym%TT#XK#-Xt{wnMMFT3dNg`86<etnsQR3l;s_|IHmVxlat
zz4V<iU9;ZWY^;K{(&}5Y_Np^8$gb7XYm1xv|AABw)(35gCZbYnQ_BOBuz$ifMN1Bm
z58m19`TFiQpO$jajU|vzU#jL0O3Y&70iuD>@al(rz(J)=L+Q%w)3QCIRf<I(SOBYj
zRkS?me(Z49sB6@N-tOVm`>OR~jVg!QhYXs6y1CXTyN1yRe>{0LZ+%qi9OMixG0&X}
z<&!!Kk8;nk_bDMZL<WVAk2{$|nm$!*J!X?&i_upJ#D}?Nx04<)y(DhNo==#7?7QU&
zO^c;uBkrDs&r)Dn4#uS5ZXQK&TwvD#Aw)WX-1OD@1ayl)t+ii<HsE@m=>e=@V0S8@
zGx4r@InP^O&Z<gvFQ_OH0MlXAmRO!ZJtfT+;$hO^_&G}oK&xA5>TIfjiIuIT*X}oP
z{Orezqi92I$c9|=)4+yafyP*1BI$Dffn0v}@+CzyveK--hj}IkCi;+T?y2TCkV2jg
zU%xmB%ajh7)ZClSa!ZB?mQCmRTM$G4G)C)QSs7`~Zw+3WjLyw2zxLenA)bMYPNRCy
zK>sS$dVW@x<<^`I=ANGm#7pFbzlb^(o6C>>4owgHJ}JmasNYmh9p}DSef`u#(u6sa
z;NhF=C`-!pdin{^INY-qjiKxyn%SI#-*(I+Qoo3Vx|Z`2KW~D>*Kh0-io-8rW<q9a
zUETT^R{K&f-C`_tj%f!S<^#D)KB^Bzt@-W2KJEIH40J8C9153$%f|H;e~|E#5jC?%
zM6OW}8zlX%al~A;u$`AI^)*A>F!$RxerewaIdu%~n*Ph|WNPWNY3esJT+nnGlG#Y$
z9QNzO6f?%=Q{z(rnsl+}uA*Z1mgH(#mBrsV={>al5#~e12!<8bmy0;?)X`(!b@KFu
zwsjX3K3X)9s>^9eF{^^@rHAcSoiPs;HT!gd)LlOh>{8C_(bHLq5jWfu3a{`^A5nyg
z+9$P8X=(7l21~1)U!OGG0cR@31Y9PQuB2k2%>;|v)zrNw`Smy=cVrQ_Gi>G!Yl@FJ
zZvdxC+v-C1Hs~jtE0CKpH&}0F;}a<Xg8>~wR%!RH$@YUbf6l#f#O57PY8Q+7JJiMp
z=521y86ma?`B~cA(YBv&L;oxXBm(SQ40vJt52k48zPzF9i@Nhou6$&Qw1(JLMjFo7
zVCe2nhwzW|N2@omGO5LY%PwzP5*6?#(d8MUzk02lHBM`N(fp#a-p?lE6Yf0<2}mYK
zE0$UCl%kzfEbqMbhZt%ggsWZBpbIQ3i<7dw;1zVjycedmzw{_IRAWe3R@-u}tMx1d
zVjG3_D@V7X)cf(76PU|XQ#ca1RKV>-cgGrJMozgN+AC4hShCd=H<C)^F34Wa`xF)O
z<J*z?lw5yS$Q4a-ODC}YB}t3saAX2)EMJ?kP|t8a@k}!-n}c*l%))c!NQ9AJpY9@1
zmLJ{Hv0mreoK*K(cGGzSf4LDa*_U*k3`~%Zg<EKeQRCu;vE3RX{2Fu2u>r;wvv7GB
z9sO4KTFU*B9N>Lj#R&^$kig!O&)hy8jyVj61Z2dgT7F(lHM;8q9&C}VHhB_}4D+P8
z-p~{mFbs3cT>TAHK6_vFZmjZN-SL_G)11xp8`g%{{Ak*j-zCs%7Z=7Er=ULCuNCTo
z@{U$ofcqvH?aaCO<mUEu<eSeJ+%#8VFw2;8E;dFRp73xE){VV8TOfa*;MWWxL~+8O
z?IE#!N5TowK)JUwWW|$26pdB{%hxEsx_~+W*5w@uKL!(vu{h{=+Tlu{w7mFAp$tvN
zQ&)*^uQ*ityKL+A>%z``Bh0a(`PIn!W?WC?S^O@Bh0(5lnFIZfJb8?CE&0Y#=37>>
zv5Z6*$YiPFZvge!a<oU2FraElDhjvD3J-!hB|`35=q>bIHZ(7TA(yGuJ*-BQYW@rb
z^$*_{1U#iDq;WH!?xt0S@Ca|umC-c20@CxrpXUzG1?h`)psroD%6--~(#$fQros;k
zj8BjGeIk~@aCkGXM)t~@TN2JoL6IF*P6{V@jyOI;pK~pgi_e5g!a)3Vv4jT<`t+!-
z<*&5J+<vPDh`roC8CXu9pmq}>T5XTFbgyA%wg^CkF?`{W1@oUR)lps3Qs{4FmL{0j
zITwQLOAZr*UOA%!vR!^RfRDI=47et&BCqn<8tgSab7L(Z4N#G(#V?Agp3>-SJsV~V
zb673-{(Bs7fjc|IIjnjOoiy<>wT@<75J!M<r4mxaAnybX(!&$+64&SJT5q*}xXdqu
z?Sq#}$0jw&>@^1T2&kHu;Flv${s&skwyj!2(J#FIP#Dbi_Uofmt$taS6-zhG(in2K
zLZ`(9baZ2dImaIqd{BD?^l-o}kHqI~z{45jiMEk#Tfg0rwb51f)Y6y^;9y~gr>0gl
z-_HB4JRRKKO-;4{V~Aj}`4V@9%olKBm!O^%)g=vZ{7}T)ReSj`j#dN7!(&wbS|v_?
zI2w@UU}mSUy>Z(M@{_Cl{l)9Cd&gw&Ew_xs6UzIoa`S2D9{&~F?=_I$WQSt8eM7On
zsv}Js4=C?31B?X@V^rZR!CTSjh<TuM^wJatABd}8d!uf1x2PXxc=Ky#m&I&*aL1sr
zI0VKR2#}YC2W~}&#Buq=oaoeLB5njG-}02DX38MspCfjh{sRTR`ww*0wwDt>F@*W|
zOo?uy6V~1gRC=wIKEG#2dQ{VSNABdHp*V0*iGe65?)u0MDa;3V7|Q=}Io6ryp$ZSc
z6};dV@ap>D)f29<RD~Qu<gZ4mqhKiORT+8)YKy^XNq%j!uJ~H9ew;>MZVp=h$kZMu
zN~)dLd-2krOBgFMJqOhx%k%wNy{Q4D>)V}@l4l;j-aq)dg!sg+@_|*Zw>fhyc%D6l
z^tB}}#uu9UI07a)FpbkPT=scEi@)#el-;$CN3{0?mxel|juk<;d~Yz8PK`NF+*MVj
z-RC|zuO=)YoPmQo91EwD&)v-T>bc(kA4u;lX>d7*5d3bq=0TyU8uJVTsA`8Sg;g<s
z<a6I0nHjDBs9(RL{>jO^#7*aJXlH^8U-y!3H}zt(v*6DBmf6dn$?JuR+0B;ypQ#j0
zy>cV)4kRGPJGRnO>)kg3!It8O+FPlgUkq$JwVrfgWdul1Wi!0Db9`S<N175=@MjMu
z<@bBCJwN{SwFG5#tR~0vOiKh{|4xa%wHH?c^8hx)c+xud%aD!@04kLs8fIqO)}frW
zn_&|}vp$oThfytO02Ri@sA<P&Mj&M-3F2LK`g-cX=3DWW5d&B+?Zt7NXk9uqu>HE*
z4D^e_&yB9y{oFRU<`hj?DambnK-d%%XRRx1ly3)=Sv4SLJhm32vhD3uFg33`t>PcN
zJmI~|itf;sl-$39<6I6=nVqngx54|Yetb;Q(F`eKIfi!2oKTxinO%G()UaV`_h(;p
zS~J*3PBe64)W&3$cB*maWrr|T&M^#XvzTsl@o>pSYuEM7`ub%*6vw+74Q;NzcuGjE
zylc4{Ua`-iVX5|y*l?Sqj$0>L5P5zjuExfdW1x->8HSi7jUjO!h1$@6qZsV{@k=s|
z<EL5pR^=T{<pyX|ElWJ~Z`d5yE?aZZ-(h%^V2;1zqi*}&424?t>o2t!@zMq$|7+2}
zv3q>{VO^o*l>`1N_hJs|hgZW2%Au<mc8<Te<0Hg?$d*t|Z|yX^l<S7>Cf6R;1NF88
zy}*f7gl(GijajZ5j&JH=fH5qxB}b{PpQQ3-5c*A9U~JGLkd&z-(fV5EXnb*<eEG``
zo10i2?hlUGZygHwy~3DVK4t1^I9s&0vmVTox&~<dK2IPRfSW{5^pi13Jp+wS2q2od
zG)@U9>8}-Hua|GHs9w5h{WzCrvs5xDWoBA~6|fZ$i%ihelvQ-@A^r!N8|ZOFBsldn
zLV)&TI*P?qJ#qS}A?xFbW+tmH1`LwSt<kj65U=hL7<tIq+EMN3e(=Y0EufyP9k3GR
zc;P}nrM8u=FyPmG5wkk(Tz)d;HjpH)=d|*7&*<4rUp+<R`sgAi5DAu%xIrH@I(z@X
zxSO>6Iby551`m4`Th>S8Ay>F>DqnS|utqKd_zQybz5<OJ)&Qi^BiihOiiMBAzQntx
zDB{7@wvtC?4=2Ao7Ai$=T7Su-Cv@}Mgvnt|UoM@<X$#AUS4%th8_VszqqFOsGhm}W
z-dHCiQPT;(|3DL%ov575k|#2ifA9M{^Y{*3?fgc>rRB{Df#YpjFp7bhQrNvo@p1k`
zfNW#<gO5z(hMVzHJVPTmEF@u%FtMwaSs-sW9)VHNz0SayU%78BZZ+N*)6sQE*qYV0
zu1S^x3eN`>MIp+<a=(P7y2%v%%c8F|k2C3FWPfYek!5e7XwI+nk$P2?NBH&220+IH
zet(sTc}&+HT5+^FG7lJKVn2;uBqkpcoAd2DP%Zd{J8#w9Ka2k@V7XS8C^{f;lM0+b
z2Ki)CEzaM&&y=b1<iJ+hw6X1giJ`2;fi6?;KH%^g#}?K78m&Fc-!*-{ONASIPS*Rt
zPnY9Ehr@#9^y0E(*An1gc%Co$Q088c`2#Z2{z!aW-i%)`>T<obCp>keVeeV?%!cB%
zx$I|=HWG#9RS#?da^Kys9gEqq>B~tbE*hTTjJ2gu&84u!1dVOM73YTA2|t>;9!G+B
z3j9zS3wlqIUrTB}5K?#uystCvv!;ehe{n8y;;sqd{&`2EJ0p@s4RMW^2+7BqdXEJF
zkvm~JR$N0YCSZA2FpdXWK5{v-NcGY^u&7z13YZBj^4kcN#&g%@gDn9t3bLfiblY^u
z+djAUR8<9_$F<N|p{?`jjY}NU7alz}_lSnGs)<yI``cX)gL{U;XBCgW8UJt*D&+de
z#pSzIdekCVR#)H%ch|u^kNf5d*ZoF-@NxLCPY@+@b-V1>1$LBv%G4AR7lRA*Ja=<X
z8WgAQeh_E|{mXyyZ!(PA)=%MR<?|>H4d>j%_y%ZN`YE@0sj$2~93(Llkfx3np%~~<
z`kW8)DOv9FvjPT^!BQA3HE%n7D&kl6T3}4GzX`ZBfQdmh>l}YH;qjxrLq!-NycnD1
zJiE;ROHsw9A+{;E0aq*)kEUSE(7K}3DTO|OTfh#r?_W*dwRzLq8FL_u6>F$z@o7kB
zV_8J%KnQXs+}`|FU*`OwlUGLsXhMzYfs+tJ0mvzVpLwSW&6|zP0Uxsd{=r`?qbz1)
z!-WALujM>6zqU#35<;OjxScG%PQH3Xj;-0NX>swl>}$HrBj$3vOF;Mi_Uj$}vgag^
z(QDqu)W)}<rbHD=i0CADyVx}I+$&vgI)9;3sfL^-F%p4rLOUZph5g)9-uAC&x=zkE
zW3FP>ozP1W8FS*j!(}&w9$wbA6z+ofD>u}&Yd&B&KUl|f*#8GQ?lnuB-6mPSx;>c`
zWH}h+K$ZBC3)kCH)4Wa(R^ADNP(F<KIse!VLf%19YGDs2vXjKb!`}8D_ldUW=;zWx
z9Rl7M>fQUFqjT|R^8erX93m2>6q!SxkxI@HIi<eNp%ikQLWnt^&xg`!%_)?_C}&~{
z!-kPE=jFJVV-CYGht14k{qBB$fcs(FeZTM5;kuqz{*Q{5I8cH*e$!=YH+La*&}-sY
zXZppYKSN=~JG?4AFI}If={Plsglw3f2=1C9UZ`6ddW)l@8%D=NJ-1gUqglq5X+CnW
zQu<!>_KIs$GUP<US%41`E;45%gW5VKd3q%EXaa*?zxZzZc2{7gOA<E{2qO$3x6XHc
zuk|keY&-?1Tm%?B`_R2?=(<}BY=*YZiU_xVI5nzW)h-&pkf7*j0W1)3Jwct+rzGpl
z@#n7H?W6&ndrkUMd<fm=^I*_CC!glh{S~);c~{(V#)|Z=u@fB!3~)!A*JIv2a62Nc
zLo_+u4D^K6#dO@nB3zyMZ}qH%L;N%c){e;P?NaW<!t#||9~l{NtB-ZQ@32LSDlQs&
z55U_+!WdJbOZIYQT~V2-4N4p_8XA(E-VxxWl?0W<cSUb7XjB_-0Li9gC;$YC3(Whb
z*cm3Wtd{-mzoroAV(A<VqY5jQ9mrRp&`68K_n)M~9%MdwyPcjmZgesg`GFe_W*3l=
z`?TN-n~BaLf1k}1o;*%pfIG*93W7Q=NK<8E%7N41FK8%#W>waHAIMKVOt%@h+9Q&5
zs_e<zRQQW0k?aBNi3v(AMzirYW5lDhLp}f%JY^{9cSo5$tfLHXRV76aSPxyPtD`l;
zNcv+oCNsod)`g=BIMWp2teC#9W<NpR0Uzff90lf+$?pSe*sfX6d;HHWOZPvtj*Zl1
z%Z}<H^O?QV5>(Tqtv4i#fidR9lzc({#~7Q~J#lFMD#q64QQr%lr#qs@9tHCO7Fd3s
z0bu}}B8-<y_4P>EX)eqK+LH$j)W}7q_;#rG{mbQQL?_~Sx!sIf)l^x;ixKPmG2EsC
zESfYyaW@Q-hs4%tp7pK;)4H@axnj&efM&M_RRlX){01J~;Fbzxyq4NRp3|otOx;i_
zzAOtZ0rabpp$uQxM!k*Mjb9ajI3M`o7}`3+io1-9h1Y6jxf~15$z|RSOwed|NF{nM
zcVbcOdxB8m)z?0kj`2n<B<42sr)VBUN08wGqm{g#J<$@(^?mJNxG2_+YW}{$0~-rf
z7;Z3+?Pz!~^$he?aMAW-{P$U8p2`T=y+G!mD*sb;^NG)UP_xYG&T+TAKW(XgkMas7
zvNOP7|K+eP-MT9c-N%8lUW&!2u!z(P7ysd>@?!CdCvfBMhdA!rO<(RUZRZg;Va_j}
zUVqrm^oQpM3(s>REbidGgk2@;352Sgd#^JiuW0_Wi!xlorG2DP{o!GvDR2y=E#g+`
zwNZnu)z+Q&-behqBy(otZU>9-M);2`;-|4QKFKmnV_`nD)tIcI(E#<qz4T1(wbXIL
z6D9ZK9_1H^1^A;>k{XC~o7m6hq@Q(Js!fI28wB6strZl#nx5NftY6;<?@myIyZefW
zXeSBC00dC|XJKbL7;2x5ix7q(DX^7S14};hxrxblQjh)^sJ!<aH+-1wl-(Z@^c-pi
zcFIzH?smfq5b4iohT|1FuzBW!qV69P&UmzOIwu%|UDFI7q^L8^A`m&n1Q##gD|~B0
z1`DeN$J(YgjHn}taPcStsz=a7z)^F51!cO@ignr#`68y_iK7z<rnNm^Sm&o~S1%g@
zZHurZ$WI;b94ieHWD}a)OTX8cblc?z3|@Wq9bSyRjJ0*wPYDio3k=!{mOfhr!@^tv
zhxS;%$(4!zi>4>dF90KjvA3hpuP1+wBGNs1nfG50A3Kj(a0lgM+ZOicwQN*e3Mcmx
zn4bjGs&eOIp0LT*f&BcRYwF>(qUZltKC%72s&s10ab@_UZ0RO;wK_ZN{<_dn^i=D?
zOl0PHr>4e{&xpaApBYhI?FR*+9Gfx{>n?Ee*Wp8H-{SF3D!)S}cOUbc5y6kc&q6Oh
zC*?+9p2>T9f}L)!6+=2W(i_$C4#LwAdKAi>fjS-@2yj1*3{g=qe30bL(ZQEam;Dt>
zuL}~2jFz8lw935Gq}06-C(42A)1AGh-OgMc)h?pKh~!Gl1aXKs)tZZDT&XmK>JGB9
zXf*E;O!I{(uPaekGpw26C!V)?2T=$;N=TK#8oDNRT{h(1Tj92@yK#!Qx`0e*pRxV;
zxF3S*Uy4f@L}=6g^jLcRdZb}sVfKWA`BW@wryefm_4Ca1ZOBAaoh4kTQRGC1PU51B
zm~zC?kbkh}r-pYWa+n8Q+$Xy=L<qNx@SFkBMv%`}6-=EN4bxOcHE?T_s1HA8HShmh
z2~NdyT2<GPA3n@|%~|NO;ouhM4bOK#s^hf<xDsu((!wj7nna{uPc_w8HO|Y(Kni`d
zB(Q@T4{{^r_k*#t@urYHVsq|bZul5*oI*EQIU!$Hb|XfszQjD}a?w7!!5zxE;LLZ*
zZ{}_g$?0hyF^8j~?_pGRfC}UG*ZsKM{nVXPei}z`g$Tq1Q1`FcF`?O1*!hX2*6AS|
z1`J4`!x8QfrHI}i9=l0`6a2!C{bpBZ`l%gkD(X1cB%AF<hJSYFYgX&?xyp7=okK=c
z*d4_ST0U2Yfb!rCrie}`v!jP!4k8(2YRX|Be{KV!qu96GA+#gYALs71x4I+#oB7f8
ziEDkFBNcwmw-<2BpA+Lbw7On^ziM$Y;M--*WYDq4a4;8WUq~x=)?#GEb_dJC;_ZW<
zS^G@1)R_?J*;UiBj=HG!2oiPlFX(xS6ZC51MOV$xAdvI?vbOdOHln8Io_*VXRdv;c
zNxQR8oj)6}sh#QEXin^2naoF-nOxU!!p>|(TN4=*US3mB`{s)`-z@{et{xUL0yaH<
zRI~Vjts%u=HXyJ|xQiN3Jh>rIY8PfVJ$7AR>##UST`H+Jqzm*yWLJbEZANj+6bQZl
z3o<dMv^K;<dR|dS{snzw0X~&IiRx~oBS2^%^uz`>37^vA2Dv776K+W$1*Wz8Bc8Lw
z5EfIfHq}Kx`U5!wE{*Eo)9rUdxe6(Qb_((>X#3Dw>xQu9Nf)Pn`~3r8JaObZ*DCpI
zhVlH<(*R+md8zceGYElc@gIoZ?fsaqb9?41(hliZ=~o(-dOpTv;pOAZERlhsiQ#HS
z;&3VQT~*zv$vVt+U&bRtKA-q+Ff%cuN)eaHHU`IU*R(y+*`tH`wrW@)e`K`%kBI9b
z+d89t*l~nELU>nFkj+i%bliDlJqi3U6dD_fn%<q5@#<R)a`68DOEICpw%j)<%*8i;
z_A;Kw9&tZ0#P!U?wE^#^$X+WeSF6i_&XIFAwHrc|+UN`u7FMs$ux&YCx{x(j@eRA2
zN!BVi=#I4)kD5?VP|A&iwC$Ybi%+nCG_k$X9@$T~&#n}5c+JiShY>im8k}<ZCqw^K
z2+3&2#1dooqHmme^L7|_D1rCQg7KU0Uw`fDob%xj8yx``C!<PYoD>6J)pJ33%?Vk;
zv!~Q{7)|qD@+u_c9M%&RxxWl7R-%vkq^e3S_Ja3=MyDz%sGpW<q_FK<jurfC^BZYw
z!d=>(IuAMn^hzehGB>w&jsa|;HooRvZe;5uIBy*FL~9J570f{4d#2E4QpC4H;kuN4
zR<+#_+kxFB;ed+DOEH#U!9p=VegJ?J8QdSOn&FegmKsAjWkDEuA*KizQnrtsisiG(
zS|FNXTI45|H>g7M0E){gpSTo>>sSXryT|kteiC3GXG8`g4xL^785p)SfOnUjU7EsI
zt{|rLUV}p_5!ocXz@Nu&JZSt~2l(r>x}bw>x@ja(r#bDm0B6Mxk!Dz=kSJsuS{tlk
zIgYnv1D+SAhL~(QdQ{F*$YtkrVnZxIWJ(JhtWBj3eL66$18(djT*j_7DYBKgxHJrO
z5vZL*Ozv6?-z(U(P;HzaKG~8#BKiGa(2S${Pb@*imIM^~PbV9dFR8(mM7p(&L<r`Q
ziN*(yHu7V88>XA{sKp=qP%-(7N6}p{+zZ&Bi4ahm`_*OyTUW1mAi*C$lG^MK9*6YL
z*?u(Qrt+N|h{&5FY{muJ_9DkTflo2VI>3gLy2<@8;^GdgnME1&P$VrdjZbj~JGjLE
za)(eu=q@ziTz_7zmRs}i8sd>N3P7E7K{z*WtpfSVot8Gya#QQAnK**ubtQk#$U$He
zEYGkL?G>xSY=PshrZvZj@|~S^rfKgCMh7A_?Y8dLOr&!#IXuOm`X}6K>%zN?xTkP~
zFXZL4=Ac@SA}M1N(W@=F3%jgVr|fW&ml&KewrjkDxph9V2|c%413pLor1`boXI_L!
zwcL{a`QwM|%}*<haZ2@mMPy-!R$|*k;Jfb?D+C}SS|ESNYgDZ;goYVj9ZH)q1zKgy
zZ$=rtH{9=HGeW=XyV8TYb6~_2;c>4!PD0y0tmKi+rCZDG0bsxrsI@h4gWd0zWW?+b
z*J2@}{+>N-z2z{=Ekw7XTXSZA28xZOX#;#^hjS5;Svi4a6BPr;g=fzoT6m9mIO?OA
z<zb)ykTX-x4TQ=}4XnjCaFh?I&o4e`_g)v#ulF6B7!Te^vjN^2;j+*D(uZ?OnX%9z
zRV~A6HB^9$b+?S~fJzgB+b7^onm;m8eW~eQAC|SrnKC{g0F-R0!)4lp>PRtzdACwp
z))H$8JGEP3qOi}xK+!L4=gM3To~Wp8-<mkFt=>f_|NeD;uzOV{r(|{AW&68*82>4;
z_MGRP56PGY5q0JkLgjOL&t%Rp6q}(P5f1IO_wrs8Q3DW^RsSC5GjlVi>^;%`WTg-L
zhm8=9YY}3l+`~ZPuSMci*xbCe>!a^irgmhnbQ-s>-sC$&8HQV?-?t83#cBEy4FR0Y
z_VQ@Xn+)Jim)<{`HY__d*ji4TcqovY*=^lv6cCsT-qp|<A7De}($`~_wiYfKc%A_s
znGAP;Zm|jyQ@)vC<KvoR8r!-)bx0qD7L$xMTgxod8|Z@ygHeZH-rW32CaGSLp2VJ5
zP#aKNNNeLja^U8M3oZtYGBZHaJfP3P!5jhP{0$ngYUZeL8H5WNtXIS)XBAqmR25<K
zJTF%&=u(LEhM=2MC0}(R*8?hQq-ub6Ju!X+=JVkorzYT-Eq8Bn$mW4TKoRWPCyTrD
zDFPe?3Y|P0p(n-i80)AX3}U1)HaOkdCOz0K+8VbB+goe?3p!U%A4yYuQUh<~e9_hw
z^JCV<li-bV3N%Ced-?J5tzR^hJQJUx-5Gd_z{xI*XsfpBn?Viih74mI#j>NyD=EC$
z8Fl|8LGf;6qW$g#pXWOULpK**On&<IBdUeV|EQCU;vV-JZslI~-(%Q#NvF;x2)7O^
zJ#;qWyXkz&_$pU)H(lmOp9)yVQNYXb0OgyPm1P=&M*rTe5#}9#Vd3`DhC~Bo17e!u
zGJm{OzqX`4W`YITx^9b-mv6QG1!ca}zT;B%Gy1_+;Vkv##m(rEU-rdcc2_VOg&OVm
z8w0doZ76a-QPu+Mo^#$(c{n1)#7RT|0g*Ya6ENS<)8BvhoXxW}xhWSqG{$PNc)5Y%
ze7??0LRg)b40r?w;f1G$zv?=Cuesh;R4H@<$)z0LM$l;E+*vk!wwq@%>Y5!o8WVcx
zgqdn_`y8V4R0$3+1y43u7F}lM)r6F5A_CYE1!SFkf>2eFr(AHjSkpy5{4un%yVUkg
zXV?J0PTtt%!K|yTS+xga*|fdSqxBBG(d-W%gdo0POS&qm^=#PexgjT~8pT>e=c{=(
zxS~sX=UU%qhnv<tb+^2r&kT`h=8sl3<})H|^YnXK+~{auqdQ_`d!gwzP7#OJ$rih?
zr%f64ESy-2<uv}o)M}?{h<t&3xWlPiQv2d+8#<)poyK<Mf8?}j+D_Zw^`{3L9(TCe
z>9=XeKIb1#E?9Bu$@X8unL#5}arv?^%HVkEc}TBU#&-RY=U((KCGx%0sJzgl^B$A3
z@*IMp?Bm_sOOo-cMj9LX_ZuB^!Zpu>%epz7MW7CsPa<`w>e@>A*MsUYUc<iK#Z_Oj
zVWkAw{{he#@=^5qv!Drux8mRb+-X&3MD?k3#HS}H4U6HSA83D?f^96>9MtA9st*!E
zok0S+;fCHmoq-b&dG|2-p)Ua@QDFf^@Z6vViddZFk+b<%=`egE^Gbhq);DwvD4t-K
z;Nu!H4V-+}+B)f?`X`MvZFgHbljr?q?npnKWtSCvkAS)cev51JeOdpdp;|h{eNVr4
zC&a9{Z~J!$t0lGyTezD4@-Ik4PC=_z^ew7((#QFNUYvbua({Zk`f!@plD&F2?4#r<
zzX*PT`;&41dk&+d#vPwWqOD9t<gz1Lk1R<T&r)<|w4L_kxtk?i+0WHj`SVA?4Wmfq
zy{1yqc(<V0ZdR(_8NgRyVg8(BZ}ya-<RM9{qAtui1YoG0NMHk>EUdOqT_1T;*Ri=P
z{yxKC<DZzL$+NXV|Bp%!{bFweJ+_zLx&)twG&iRA-B5o2^jfhiA=V{M;{h?>T*)e@
z$2#rys-A`dUW9QJ5G|l(Gpu7P?S7=4Up=u#ANGnO8Dl4?EC~x@4@*B|OdeQYewnTu
z(%`!70|rdI9Pr={2`7(tGuU?~)f{Zw-#(`p$%rH0l5!*cM>>Wpm=RI?n%W1be6Ojr
z6+PIIuP>#$9-Z!BD!uJ12@rYv8`G4Cd)V!0!rds$m}1g%rGvFS%YL|G#}#^4@3u;}
z7T=rMFm2}kDl0<w`(IE@x8sF?vNhmPUXjzPYAwAO>>@=X1)l8i+4c(|`*q2}5e4oE
ztqTb3fws;)Y`U(bT>D}Gn|7Bd0DbOa;8!iyO&w?Q)?;veC{#@K4Yj33$0`8u&6FN3
z98mbQ9f}@xs@icyoK0;P>9oz_7CU>I((>n(rBdqiNn=toTh~FO)PAtGVqn{|KUMle
zp;IXQ;_777D6*kBr1-(d@qdu1&8b}t4Us45qER(PxuFy|O;Y^$Kt#qu#-+-%N##X>
zzTP^tO(R4O$(v%~?Ve5Eb9bLAC07g&)~&aYfMJKy<mW2D1*J=QLQ;eWfJC~k3I|=>
z<nm`&2&;p4C3BYt#%{f?YgNl!m{+H?QIIW)8s#q*d(W<aJIJ<y1|PIw9Ch7+*E4jp
zvsTeXQeg*n@ul^ZguwQ-<L%3O!fkxds&eyXxO<s?I?jsbzqCOzJ`wKV#Tr>Rc~5C!
z>hRdmq4yygQ#&Tr1Oy+29MEr0T{`G?eiY}Jr7ji|Q#j)D#6Nl7>G@Kv+>(x6<rUs}
z?nOLzOpF79jg+F%7v*<Wz$WM8ggj%MfwkTlH4%^5w=q#xLA-{RuDI<5QPJ!6-;(b|
zHSX|-Pgdporybu_*AAy5!$0^48<@h9a~EsQiZ#hp^Q*5M5g{qZq-~Au<a@WxF5zg!
zzGfG&Xq!b+>B_#N=gb0%f;>sATBqJK67^0yX7j}8nlX63T#`SGPFG!EWEXA9>fH4X
z5OH<z<IzHd&BfE(@seCSTS|yalLIrlt7B%X)l(QJ0!rXjSh&-P{gv&N)x%*O6nYDd
z#CT*Z%)&GvTJs^%p?v2+bn%bvOz>XTL(A^nvG191m8)?@<)HNBT|c8P;Em%h(}}PZ
ztt8absJ__G<Ds<}ZR$E=kX3i6w#}5dGaa^9U3LAw+8pjbHRkSNZyO%MSw==g_~So@
zahv7XwLle}liz1LhxmoBz@3FO@EntG=<hv;6IxrGkj9i)o7U`cN>EgY{O|HB#l95U
zFzVw*gcG{qZPOb_m#~QNoZ;QA{M&lqS?3_hJhSudRlYvQ-`&!eZgp6IQM*Ojv_jWM
z-t1g8R~jP_a7gr#u69^#ZQVa&2NWXuqgCqQ8o#C4&N*07RJ(EKM#PzSEddekZ<chf
z*!8-dZ9mJ@42_zZ;=AEKBl^0-eW`0<33E}-=YWNdpw@0seb7eja}YD?QLM3j=~BS`
zu<p)+s--J@6($X$->`{-T>fw{UF1&tRPwc!){j0pf!>mvZ$O|$bN^w^^Yg-@<~keZ
zsc@p)=q|GbSez6qY_vGN7Bl57J_$VLl&y8*y6^KC$+!27I1c;YkwZ_WCP~Ew+!P=0
z8sPtB$hLWDRloi@cH^Dew~8+IbxsDLCvgVTMARkcZh9JYue8vXhkS>tTjWY!%&i<~
zIO<XWKd0tev@cAJ6r0iN%B@{<>v3*KJ6X~n@wrL8o~JPWhWfR*c!>P3kQY+OFb;uV
z{@cke-B-M*3O8n2aND->NcxPq`>HK~w>}bN)mgRv=XB>}rD2^S6I}*ZIn{jmpnweI
zZ{9r;&E89JZLYui04qNRj!)lC-Cmg88U`U|#|EQtXC`{7Fl|6PvRIW_tuPlgJ|LUP
zXdutf4mH<ze1E_mUuyYK_aVe@?bgY7AWXJUq@CIzBhuBgl~GyO;m?~WER8suR*c~{
zm_%}m3h!#rwJR_-qxCB-hqU2MN_pF#EQ=M`-XU$9_%i!e&SZhr{l?F(aMuLw{TqSA
za<ZzgZs>)t4&QbXJB2SVY~e4)53o%dYBQNMGX?#<V$>c`_;$!;Of+_GOy@8D1%X_r
zpP(n#A9uHPP3`#jy!0E;1g8&cjhQNHT3Llu`pg**DBl6kBS6|pN#J8;!vJ`oC9_5T
zy%i&>s)&SHUR*y4W?>`FiFz5Gz73l^ekU&u%*hRk<U{ziIVW7GP*CS|cD{H`nfo@E
zrt`UZ;RRP0$;Uh}X`naQz**cFwu&sSntb+8V7v0v?ycaJu7K)KMzXzE)Iqs)X2>i9
zPOi7IO@whelVz4PM7DPjv*bYc>U;aDUgruus$dL{zo4_D>Gs_LmDnAjqnOymqu`mZ
zIek%I+nKgmIt7B};T#&`A2>?*WmmpkNgsTZSOY|_av5-2s*C9Y9m6NnU>LA@DYBVy
zJHOpB;u~}GwH%Pw7Q;%a%dxUS>sUg0L*Q&FJdkp5v}cL?X}CL_zZ99HM;4ZhkqWK~
zg4?*UU?}^IjErg2l+luLDUjVBV-Iyp^gCe&&vg9V?p<(f_f*(QLI+8hwIag!knx^R
z3F0B?y8X3`E>r5gAU?aUrFsE&XOXc&vUk)D8g!KRAPtwEFx&^&WU@z7)udzX_r9Gu
zyh?ft>?w{<Ta-NsCmh!4%#OY2Bc$XvKM{H8t|8@8wxMGg&Mld5w*YUduSc<BW8UfF
zf+lXfkHAr40n0-+jli?_sj7#|M}W^5|HRP2MGSzMaDz{Gcruc%2o(ZfV{_F-t<;2O
zL}V(#;sd}zl`(oY606Wubz@qq1sXI(JX=;d<qPbIOTVpN*nW0y+E(*pykmtPBpGvl
zCbjeC{0Qm<f5DFZ3uT@D0%c7fh%nIlrm!byC)X7IHn9%fnK83Q`~~gO>@p`zCNa_#
zyQZb|hB-GzD&<UFn%O0xp2Y8mle76hfPke<E<>RQ_k3^u?^e63LOaK`Qa=D!#2>N4
z_!cG;g0sQak}Qs{(3X#u(q`;0Wx&s0n!=$5qtb>ApFv3vY}FRh`y|4?i9dQbps3eA
zpe%474~E}s?e%t(C)KpyNzx1fYW*5g9=<>>7of}!<7Bhurqp{aWKH&ichcPNx`^C3
zioy|y3&Cow%0IlNVl$QX?)4o9WoXR;UkioAaF07)eL=+bEKJjn?O1>jK=5my*YvYc
z?+hnB>KuI2+O2TZuxV{RvEsV69yNX8rajOF15aJvrSdAFyn#@Yq7BE=ZP5H)jsK+b
zPOi%bOuFCpTX~&X%XyFsLiwi8Y$BZ9KOrzQ^R?&1{_2d={?D1hCD@FOoaZ3)9}0;-
zds(Fd&enLcM{Nr~ED<EGsFaL}SgMRO7~@IPjnL~_8AkpHAy=8&=~xA${!m+w?0jo$
z?|ZNB8vhH;D5pQLORxXfcCuTF45m?YxwsLr{Q6ZbxqOcs<VDrN<h+g&zsO*`1_~YQ
z9&SwW+8rI2&r=N@>)G{`ih95NQ%<b@D0bj4Xlz95C7)H&qcbf5_Dx+nxf`q61e4ZT
zLq@(wm-d^yPf7l5&K6PmEt5##qtqYSy93&Qzo0imnTK0%eSpam6g9W3|BO%i?XhbG
zE)lcvgh0dxIsr_BB)WK7`hBTDm>RyA<kHi|3K0sHBZwb03@S;nM2nxsUJYuP!r@X0
zcO3o59=F^LbA7aNI-YN}ja?YN__EK`kBu+du#EZ5<!;$k&{H>FNHTKPB@uC((antD
zFMRv4`-*l0ZHH+~!;G2iH;_Ju#E#<TnlTY__OaR1@_#}9#mA@Ta&dUhqx}c}f~F~)
zf#*W}NFA;jnyqe9<d6-Gi(G+t?lgWyFSB*rBCa>fKG-5?6mu@qcYpXWpP8dnvU1#s
zCspt9fM`khs>;_UN`18PDZ8np6dtLoUml*HRIUgBsOAFnmq;#~65~$gDca0p5e8PA
zv45%lX^*DN5g=FNXIZbB*YI4>y{62?5!V-X(NCLY`_P?Kw*J^K_ju|p?xo;)gpMDZ
z#+++90w+_Z5!G*+IWZL@a5(3)YrL@ll>;oRA%{1+N`3UMwkP-3cTOtF$PTCwq&V=`
z-h_8Nnfjryqh^x9w|%VF+gUjR*;h1QO4a20LhYA;4v@kldwP0EKE%rbF*ranWS%{V
zEi$RRdiV)l213cgL&$J<$e__ipS|{-+v9T~fzLskTK&JtCHE0}oDmCYmrOsZ))U=o
zx7R=0VZ93PPygBXJ&K8#A+}~QW|A05zYW?)jk@PK;ejb^;92)-gY&tk4AYl&BwGfT
z?sJ5DrXPG_m`_(GM8Le`6A!~?dAGL0M6Arp?P>LYW}+v&Dr*l+)M(4|5DRM@z{=i>
zj+suFCUv%+!3{mt<osp)Eb5zbe7qGT?l|YxDp-7UhnyI5bM>a_|D+N`oYW+mLGRwh
zud3v(Q_>0MqqDtiuZrb8@K$@_u`9CmGx|MQpVn6%I-mdwTf^M+*n$>pQ^9dlKR3JR
zt#51*9>OF4nB!FST0)P(LqCmf(EPV88h_4~so54R$M)GokTR(!<_Z2{&M$a?03<<A
zGMbv*vT8e~2G6PDcU!3UweiirQQ2D2Umh;>EmswG1*@wai&~)>c5$7vx_?o|pTuDL
zfR>H97ez62Xdv`aSmkc$ulnSA)6(#XXcDB(udTzSshcxtKxLbz4%iI)BWQbxJTjh+
z5moXyM@{YPq1OJ}<n%u-RQ=L_uJVUbsdBgv^AcA$t{Iq*UDK0vk@D{};7tN^bh3&+
z%`7v9$Df_6wR61P?kHncl@iDl6!0mS|F89p$_t|#JeR)EXF}-F>7hF<Bla;{vpu<=
znGUf4nTueW+xLt4!3A>paoj<J;>kLYsMh?mln#Ij#k6;;;vp+@Eo_K|OCklt{ApeE
zDkfFN4Fyve9H*@ap|`$aVAq&-#C-}YB7&w-Qg7M#ztilvRkR<E)H;5?OYAL7#<v$U
z5fpn_tAu?%bsL_`7d@COo-3{{+?iTlF?JB+d1IMrMgQjcY-+OB|DWX+x~D5WXzQ$a
z`fI3jyTP{6$&6kfotKw?Y!SIjbR5xN{p&xRY)=HL6uw7k{x4Prj1Jmz$?Pv4WXN0^
zo3{Ahmm@n1^jFiOC-OD`nFF9;Jg&;Qv>^BELk{BL_BsKaqFwu(U`49hg-R#P#tU;m
z(m<1nVchDor&rZ~LRB!<4Ksjz#VM`UF-FJ-b|D(5oZGR7_UIB7&-MRmII+seGbq{m
zSK5Xb^|aCOcVF~j^-bxQf6IK*-V>HOYzDi;FW+R#{ukUrG>Zv|zCJV*U^EK6a;;+`
z?EC+8`{d+({GJf*)|0|>&3_WqwsokfxAwE1Qxv_ibKcLoL)^IY)&iUy!etO+v8yK(
zgl3^lsl!VPh5ccleG46Ns2z)virxBY&sX1z)=z&+a)z_R*Fx~x8UR*gQT&6~^c|I`
zmt}k)5iR;g#7=Gs|C!uGv!L2_X6a5^og*5%+>}C^0cztXttPu)WAz$6=x;s#hdo_<
zJUK<wLoR;DMO{?jej;LasU^o0rrgViw1<QCfLf<UMi_z&Z@cHGl;D*aG;D0RKLl7P
zi}Ll)f5}6<v1&o0_OXCXnpLMWxEX@b!F$U3aPwL{;`3pKcWdiVYar#E#J<3&dt;@M
z59AhVUfG=X;pPwxC#!c$3eD$&)VW#(!}%}v2LA=EjmuVNwxEU|Qg>Uwi;N1dxF5xK
z+yIVJ!Z#n)UO633{owEK3jI56l9=!LV#6Z6yL9C(I&CBbRX>(6ea1h4imd|tjyr{Q
zcP)Tj;=;IUlKDr_=_KGdje(w_mU`M-tYbp=f>~8ZK}|GPafM!m@x>kRhwfgV$%BNv
zwliIi8?+euUEJxj7>S=JO<=b#i$yg^{r6(hzY9dxRwpz-^=z&o{G(n&_l=pA9{Wy&
z|23hCR7?WwSAc&s>Od|!(th*MOJd?;BfOI=(oITeY*VM~d|lW+zE3>iyTw*m@8OzZ
zr*p4!RqswieAhwSzsYx*q|Nn!wLA4gFzPDFt~!gU5MdE6rt1XQ)~bQ21(n5Zo;IVO
z>M9|b?B(hMS#ahCg=oPM`3m07&kn^Jvwpsfa7jFOKZe?$#UZi~yn0+jM(jMdqz%8O
zfR^-R-ZU#xe}8HRT8IUr-t)p7EPp)9@+BUksS{+qxp&v>j7s?$`EvG8CybxWhvl0U
zPGe*btcMv5={wH;bqW4y+_wX`Zo20>^Roc+X*KR;%OVUGQq@~k_eNVfma>4WjG%|S
z#7|#-t2b0F;wpQ|!G|0Wg*83h-YqQUQmt{Uk`NWGG#d2!{K=O437d+fEcA5bnK*L}
z`dUcgiQbupSULIpiaPi0mik3sktj7M)2+WCUBbwYuFxLKc0=UU3y*>JMzRmb$(G17
z$#)vGlBz|mhYztyf&z+HK)$>IJQ{RiNm{p<Qm*Tfwt6Q|pe8UfCiSpjs|P0Qu~+5?
zEC3&lMe3MGjQXoPe%a6OuioqFU_7`SRs-q`mpXMjm#nK6PVJ}~xhL=u<7Z3aybMO#
zmvOi9b46HhXlJy>ypHa_Oc{mx1Ods}p}>uP7?u1#%w~1`yzze@tIiu^?%DnszAfpW
z&=GJtxg|Z9W9LjRZ}(<Nz1CetV=MI&X}>i%xKScg1AhEr%$o6sKWqxJpHJWjh1BTj
zavx-N{eP`hw;S-B#8UdqQu_E=9my!6k!IOXB#O1t<TE={*=wYP*H3(NmH_s^Q`sGH
z<~7A*(cA@lFK~0BYTw>BzW7!6qx<<)5~xdt({G$m&`nkis$H`dhdrz-B+-}?6U##?
zsI*^IqQeY(CWE#?U5(1A*fX>mJZ!2zVOup8@IMvfL$iiB0hgWp_q)z|J=q62##t6y
zPvfp1-La@oJ6Z5HJS!r#+xoX52n^44CZpGO4PS$0p1t45K%ue^sJ$?8M#gl*T;?6o
zn2iu1wESp4|5*LUu-|1mw!$2qA`g0!@5dR+h=#5Ij1HYAj5CayYgr?|?8FrABhIp&
zX79KNc8_mg$k6#QFH0zXNl>I0_R5xec`bdR+i$EBE#8{yDx>eeD%tp#Gr8Dc9rb)H
znnUHf_fN!~Q-O_{!mBa<D=Es{oYwWDp9D2{E3Yn^Cf~<P1%r`?u?nRDOV}(RfpKjN
zJ!NMd30<pPWrhE&!d2l=Y0M|8*sqqWTz~kNz`oje7Y37C<YE^n-EM25E=~C}dWl_W
z2VBFsEigUrPx+PHiOSC*$23rURinSGyAKA+nL~9cEHT*dLiW$?hRe$5egnRWKp<RH
z@a8(?<cu@7u<Ed#N16#K0WU(8;Q_XZX9#zlkItsPYx*+fizepJ=Gf0vv|_e@miA-s
zc~%BBkpF@>dhKan`>$W?`8k>{S<A%<e@}*kLubi*@tiQBafKHWL+U&5S}ssjTf$@r
z6A}3s6Zqol;F}C&1u%roM^@X*P(AX-?-$DHR?lq4(1@n~@GtMMfj$Ep$E6;(fp>PU
zc#9XK=~Aa6>|4%xutINtIMzto_G8m2Kp2vbCQk%ILhGy78R)tO(>kJlYvuHZ;Vi48
zNZewqrNptlgxC|)MZeG&ErsH~yPwDqO)fYFBt}I1;kmwBpL+jZCHvWOQQmoCBNLPC
ztSE~tzD%qitDYH(s9IQ?nvcYGn`Zc$1Qg58><_a94wbcM^tRm4g%=!*Bf%XWKXe}R
z7jiFl6Bx<U0BiHjmaK?$!+T8ELu6wBhyX1kuj~oRb|M|kOTK!__~ebY2s)57cSCW?
z^tlgSR9V~#EB4bGruZlNYb>j&=taD!Fx%28y>4M`JaiW?H9IDeR43wVJ-xJTqp-M;
z^myPQ!aTeSlAzJ4t?xf@HQPU6rqt=3OmtO)nH{EOa7HB3EDIR+wjRm(p!7DSGx|EZ
z|0l@KUUqNhO8XR&>lWb-KpnFA{AdrhM#~63`cb0y(kYx75WdR8_I0fJ^}H%33l>Q!
z?Va;f*s&Nyh}k>hW@Bx3c7C-D9-bF_)4cRB%^+CQ%J}kGT9*jN)s6xPCB^%h)6Jo}
zkVn-gPU1a8IGs~7KnO$b1`s0mkDOiY{WsCNx>zUcy81fn>(AbcE&&sU#GT261IwBr
ztzN_Df;h~zqNu5d>=q!TqM?CIc@HrsthY0{y!}S1@H^g`f#IWHygOYBfoY27Yk}Eo
zg^A@>P9?8d#?XyH)>T5O*4O(*M+AW1v-4|=Sl@qhTf?<6TgaH7v3$ohi?e(sAGK<r
z^=4kB>qnE-RImKm__UiYh;gus7$(_L{dkoqb)_OUk@2}<dSyjgLOBdgGX)%dJ2Ql;
zmz~zxavfE5;RdtZPHf=Rfg5b;?Ub~b2f4GJI$W(|RoSMnhLejoJ_zYeaDx*B?qHL&
zC6F&gdouXl336iVu{W^vF<_QEo#ob_U2YBK1r!0T)8^B!=VpYsfA&_>LLt2a!|l-b
z2MIAB_t(W^&=>^59bxbJK8`~+0kp=W8}9%Y<iQsQn4aK$%kYi0pE1BtBWFe_L4Poi
zSGhXs6x8A#z$_j_;(!UkLz@t)?`hsfGAOUN9ULqpYAB)`D%^%oouCjiS6ytk_!TYn
zg`G8nb~zx!Wq-bAI-bk6FpCumI~>J8&3kjQ3MsEO>yM!OxKA`kWU`7!7vmbXsLRTo
z_lyQ!1AjO7AniE5U#4T`tc38gYzX=rsm}h%C1ZYvGO2H9jRlsbpW)rZBsHtc51)Oe
z#Ez0$%SoosXoLCsN&e->E&~7z0jQ==cow{F{Mv>Idae3ixs(6%1qBW6h1sBPVTcfJ
z>%tVICH9&ab_DeDD`1-!UcANe+r`JDRBhOLqm`C56)c0&kM;$a<f6}Lv4DPc*FDdE
zRl<FHWI$**@xQq@aXbW(0cBCGBsPrTczesoOz)(F0(X8e9Hbm=9>}EGQ6mnBUM#VQ
z@Zi17s(NaGiQ~V`&&r<IbmH0bmfk%D_u49M+%0hM83=o-uC=Mx#htG^yd-G!QuLva
zgwAa9!oI6`o+e_cFxA-CZDmT6`7F1pxb=i*(1xmND0KAS#T<4kseF%~rH@O0<#M~H
zW3_?^jk~4A?x$$cH=U@3d|BD;_Fu+R-Y-RqP1duC8xctU<C6h_+w(kDrP9?HXg^h+
zF=0yhSVHaZ|H6DG=K_@B+WcY{hX0qO{=e5ZJ8y5av3+gpw0K;DXyR*2OyCx%2<x1k
zzt+RXjE4-ylR*L*Mp}VgA^>3w=XF1Fs5LKSe7u$NKNL<j027fd|7b<%2nsk9i6zrn
zr4FQ@J}yuC3a;m-ltOY5HxH}TR}z#1j&C19eh8@k@bTfY5iMG_0f7_vHNj`v+BGJM
zz+{UF?+ql85(7J2hlQAhV(blyr}hC&5i~SfQ+%s*HPtL!y7lmGOU(T=<u>Ot2?pFt
z$06|W;N7oUW}+oaK^z`#x*O?T!n#*F!#P^nAn$$!j>fjv146V&HM+xKevrpv??3-a
z{%qv+nokY3!t-I@-+k!rnmw3L2adY>A0AF>$bI2s#9rB}Uy}5F;t}Tlo$NcQq=Ig|
zR9R!|3~RU{TB9&@{6^K<^z_i`daQl)B0=zu4B^tB8z&pPXakBGvfW^3*4BRFn*pNg
zyg#oDD6i<p@or9zL?D5OU%j2v`EWd7yQChAs~)nU2Fp6iHNh}Bi1G%&-4M$i-1Ob6
zKvw8#)z^^>=m%t+9~(C$47_~{OwN3UYfkNUyH_BFN3ZR4cYy;U_{0s2#RjvkHB*_k
zQmu=N!-Z){P5(G;!_{c@soUBWLg=q;mbRV3>msYSy5)$2-Ch5cj#mG~G+8Ub^Qs!)
za|4<*b+OiEEthxm-$K^6hbXaD(W=`F-%i>%@aVHzH^$Uqjslqh14Y$Z10nN^qRC>f
zWKhQ<=w-ogU+lbcX}qjiqa538VASO;AB*JSYT-4u4M6SbmeQLDz#EN)^<5bu`#?Mc
zaLN}aL)>4;aHpp5v$^3v2gYaDpix@mtF!d3fl$|!<DCKD<{|HXFPm%TIG}xj{@%Rw
z(!jsyUJ^7va9&Kt5N2y7^g;3++xFh<C#eHJQK_w5hU$t0_u70AJhzi&l=|^K`Q1lI
zYUgAST|1mmZ&`OyA`O~^lUm3Dmg(7xp)pokS`})CGZYpS5>JehQA=8p-LUGCe)GK3
zKRtm*L<6#_L^w&+J>9G#G?rUd_N7p+^AXJXP6XeX0Sig@#_CC}PfigYsQsDEi2dk(
zo1zt2Kr#o^zQ4BxPOjQqaQbNg@y^*wu&Ly8b?1;mG~xqm>XnB?T)w0KENn;{UNs*j
zK+4+5tua(}3H>_)CuEMaMRA3pk&Y{)YGJ`=U0Kvlz#7oE2F0JhJyLKlPTu~>VV}BG
z?0oS{PS@n9oev=sh4BnD9K0C;kL18R>`<rZCgxWF+@K@$@P;qsg*1-7!h&w<k80V5
zOATGG?IXQqKg-S|1rG%lM#!SjYG3P#0RIfhE0Z^4%Q*w#n}O*AM$5NQI?Wf&J@xH<
z<+2ay*eTDUb;kGS8rGSte5Nj;qQP<QFX+5!sDF(Sstwl9u;Dz!Cw3|;E468Z=Cd~Y
z0_2F<y%$gHWS&gMru~+L&l$}9O2mHZjB)zX<XGkVvNsH63X@&?oRRrv;o&FqtH6kL
zjFm;feY0Cl5I(2RUmWKz%7I;kK*Vu(#f@f{8vBj=6hHJ_{oFv<K3T}^W7IaEB>ED3
zZ27mitLwT)RfywmGBeoz_WcIs(1C{;z_|!CghVfGvy-tuPAD_|jf!BLH&b|KQzABT
z3P9pU7)K~X`^TH#zDf=fAMytJ`rl185yTL8_=R_D<?ZcG#CET^#ctFG(Z=o88@@Pi
zppLvybh2Oet^OAs%JZS!ll;Fy@EWOvoAX4~{Og@(lLOhdD{0GYX861x0#W`1Rh!TU
zGpL!0X(HAWONn&qE~$s>qWXa!1@+|1&W(@%QNc-~Z@+Q|u=V6WNQ_TK82aY~s!6$8
zTeaaov-3~pHO|X2YHlJ{Wgq>N4L11;V#+lD7_ukTRfWKQ{pBaa20C$nJ7mM|;C4lN
z8{4B78-B$`(*8S#MO*k@*2<T^AjO^d^rY{!PN5hFK*j5iG+-x#<!@lEmqsgR26_qP
zmi<8c|K%&tfzs&Z!60Vm+O@-DVB~oZhlCraxbL2xL0E_yefh+yi6g~$bF5=|BLP(w
z{;mr=D#v*0h75&aZ@-GFqK_^!p{hIgN&j{@iKx5{PxL4GuzNg`^VOmflI?g)-kt7i
z5#rCDU%qj1p4(@XGcfJAcp?!U<D~ph&eUM4p19u-85lqt?d<u!2)7zyW#IlJPr&C~
zCvLl*Rp--iP`FiE;-BBL!!L05K!1DTj0)ekW7q7Hq~fs<z+2lTl>$s!kd_a}@}p_r
zTE6T<jb<8L(|yJO6yj0n0Y)6Rsk?iB3ySyh^z~k9_(hWqk4hR<aQN072eJY!{yq)R
z3q^SSyeJmGcjj>&E$3%_UKUWqFAq20__D&~QGIblYWwb+q4R?5hFa=Vh!2MXWG31(
zd(I1^{z$5@cw&svI;HA}@p?-5wLRG&mmzKarFx3ilKF2yCy(!p1+zF-0jo0g)p}6$
z)1{evbuGyQ_09EWU;D~d#rzC=dPKH$Ni-o+%%p@EP2sK6^}%aV%670bw_pEBVkWf*
zLeQcflHMn3dCfJr;X(TY=kZVJk8g&*kDd|?StFXAF)g*13$oFQq6)+n&C^93DbX{g
z04;X>S(wBGMrm5=J}%@I1QO_iG@PCd<pgyEz^nSNC1}kxaeGeO<RERN?jIAo)pjuc
z1RP8cVPTEslS3n0q<79OMM4kJtmfB?jqWnS92)B0@W&qnN;yi^tsuH`3cFGLi=Cld
zZMV653~cSefgS3a(Seg(DEX3`r=lwDp=6lN!XM1?Xx?H>a^*-Zh6*6(cQ(AjEbtdf
z<5gb;%UxQ~3+7p<NGMiIOi)3DboqB_fakdyiOn9lm+#G7_P%_TP2C&8CbqZI>rxdS
z_VJqKVntILjzx+LwyAIUW;|XSp@Mpur7fb4lR1irp74mECdX)nmHrW`LuY67R}~i(
z3buQ^xL*UBFg@4R?K0wbT$_JJ8gcjyZEOwkb5q9y<T>6-Kh4u{n{%Sv&%Ya+WJp!{
z<V+k%n2FLuNI5x$rxEx+kZz~SwDsYA(qd`)?}pk3m-GVT&il=^GI}&qLNDSUq!p04
zRXUWOh{eoF!Eq84p&F%CS0{~uv&k40`Ug)#Q!EJut=+>`>Mp_7eJn)O7=WzP=3~II
z%d3Ne-?r-KC-mfok^U)dae;%nm>c>_vW87bG}6(g9(W;<wdwO)6ye{vPKD2jL4YMm
z8xaU?Hb3(Iyxy0WLB#@vJq~*PNGwLBVr5SLONl~V;(zcf%uxRngIi?r%9XgN`j1nj
zXEC%5?q0wyAC?<>(1V|Wj2dl~KJPHKlGwZHNyK8tdiBS))*h|)+x7x4S1#lNCgaBh
zx>&WBz2pHFvS;HbA+Oyz%k2=S>6W<@om*=V-vD-XJ+}sugdfdyu{M{F<4tlUX?B-@
z$s;sp@DdGcnfW%mH`6j8Gz&_h$7cQ{Z?4w3%3ZjtXZ62jWwsvjuY`~TMDB%y9TrdW
z=J^h&(5KPn2dIu?3z(=yOAR60dqUPbYDhN8qd)w2#M%18gue_F^CEk4HHyz7ckQGY
z^mOCO6;G$0lacCC;HwX;O64DtjP0l!+kk|%VbAn?1bavL^;!}$@Y4DxV(*phhMrLV
z<KF(=c#(Nk#>+z?j`r4*dtSOPHV##;p9+gl&IrCR8}7%hXltO9h}3Q(NNo>Q+MKcf
z-5s!AMKd+n_efhB8*8@Ce1Nlm0an%Z5`!%+QWl~jqpx356Mi^nU#jKmf;h0%<`z>{
zac~?f503UJ*JR$WXpjg>VzxfWH*bz`Wk12THrTVO>D0YjOZ|L69owyiZKDIM@a2xu
zM=%DiiDb4mUV6LAXPM`r^m~TPMS={DPeVgIulCb3?1#l9l{n+Yz>#2eVaa(7GFNNQ
zJN2Ko&+;e7a%d}FE5rdnZ)NEl3^1qdS>V8$gH@4{KexIscK(WVDZ{ICR3NVm-A;#H
zV;eA>n#uz#hzIW6HMGxm&vv0>NNnugS3vUmKBa;3B=u>xw<|pV{ppbgtzZ#7yhYXJ
z+doa==YG3}-p@r35_tm=$^yqQPnsrU`sx9%feen}lm`uISRMvY2vAK@-R69sf3A+A
z!A-yB8g7v`K7O|L-6bz|$8i_Yc*$dMc$~7)el8nc<Eo-Yl_f>yNMY~BME4Br?j_pr
z@IL)elkRv9X)=Lu<vjTtKKJU{2iesCKyN+g7uG-e;?wC@Bu)DT5YjxxDM0tFv&g`m
zau#^BlvI^Jw>{R6lXe3(Ci$upEKC$`ZolLegcq9{^I#ipz%}i61Ec|A<SDIj-$EaQ
zcl%!c{ay8BouDD-<wY#tS4im=2Rzqp0F9%qp_Y$?h}Ki@ymMHXnZ@E}VkVyFPfK4>
z+8)1cj-O1NxrHR)!Zx?K)0O`7G?V(Db5wDX+H3*mCJ2<jv8#JSxDAEGkBmweSM5i!
zhDgJPm$Tbfan&;mfYyH_ysyjBnoF6tv`@&N;E*~Dnhl|~RbpPeef&yBm!fFDsKL3h
zGGM?T29CbXylNNOf`MY|^HB<>EmPIwlm}&b=_<Gv2pe+S?@}o^ja;HcU!fTNOuYWQ
z{7Gm4w+6Y?qGP%iCr2V4rkmQJe6QF4TE1qmXln#PK2Q50&&AEK;1H&Em9f8g@`YdM
z<;U%SMk#R?YcjiRWa5V7ITkkN0_AB&b(Qzz1H<6id@f3>T8q8o3A3DsA5A3WCj~!+
z$}3w4Gs9$3>k`unY=&dMmcF_EHu)vvrh{e2x!PkLrvBiU3RfF$vr#&!rCNu-C8Trw
zxgZMV7lKwQb*gtqi^lThLTjhC4{)Aon;R0!pI5CbsN;43b&(0Bu0%?x?v=K&Ae$#?
z=dw3agNwV>A8?onA1#9w%)i|5!B@m-KqMZpe&2kNe)wOcY`L}LoprzZuf8AStuE;S
z!8E6bB^1Dc4osQTPilF$ik*;|*k}8mqnaf9Dr%^<V@bbCt7wO_;zrBW<mkM57;5i4
z6&A%Z8CrKbdU&fDc}{&R#fZ)DPOh^vGL~<IC2AW)`jJ|A@TH2l1UmP`NQ#`M=x1)Y
z1(RaEFnOP2u|LFM%4&<F7eg6E#mx7`?kGBi61%##d_9@X0cglxrCfd2YJa-(Jh#Sj
zw4qrM9mJnW{Q2{=auJ$6L#`9pq`JhnNrVM+r?-vXdvBSQ@fTzmJ+_O>n?yyvm;z$|
zP?W&IR`ES+IdOFo0CBKRtqJ)HiY!t26*7-jLh4Ao5qOHj?!>q>tIee+BBQt94E!)M
ze0J41pw}1Lx<5r@LS0k`6%>YPu_5T?XxY+LHHybqG|j+4hi6j50VweUZpl<2mD_Ck
z&I5&fX$tJ!0%!iUm`zagsiM>_Leqvu*L=1u%m5IoRv+nNM(gcmRSSs|{S=^oYlZ4C
z{(K7`BYTW%hQnVq*J#a`9G8qoXh+x}p0SjhiD{4h*5v+zUORr{V&j%V^N8&SBvvaq
zo~<#@Y1x>@L{B(U77ki8vK8N5DGdd*tD}c-y}5CPdV}%P_w(=`kOCWCE*_D2i4BzZ
z7&1Rd&i8-tCeefjl+{X_1{qbZ#o_quxn+Ibky!o!aH0|_puD4<_Xl+;`uj%*p18sM
z<7>0S*9vDC5I_F)(hYcZK(t{X9&L<L9Ey>Z&tb<mC-I)3cRffklsd)3xf!;4oN!u8
zYm^icTM=<%W_pGkiT$s<8dxJzXilXgU%l>Cf(pn1Wu(lf&RoX<F0@jLMbC4F8`GNd
zhu&c(dTRAIzF(f38>zHvs5cN1h=+V1P?(&8ZLe&j0ny$7)yZ~Z3;0R#Bl~xLoF8kj
zmSjIZS(p%VvHdV2FiqJ!x{X<O_!#5yOO4;kZ%9bX4RcBfVN5V@xkY{x7XBb)Dn<)!
zirzJ*`}Bt5jzwhDzx@|FHUwCZUbCdm9t6g@UbMAB{3+#pAteav;!{eyDQL|3W?nTf
z!t8znbz;LvE+xhVc}Kk9@MU_Z|AtK7<?+?DgR%U)2}kkj?XLu3V<4ylMZq0v^sNeN
zD6<Qj<^8ruNjeGShje$Ig-1Tg`>!?wvUty!@;&8NClEo(FYu|nxjwf(wu<B#fwk|C
zBzl%E8}ttEJ7Hq&L{9j&T|RipsdPWFYr-ZyH4Cyl7x4xO(=*9(CYcCwfCYv9yL95?
zG_>SHt-nQRD*$~saBu6Z9Q5xv%7jD$1gMT^O4sMH#gKL8t8sWh_=0#K@>GC&kND4u
zD;tT?zeKj%&1XeJIbGrcESz%TaXjqxupT=AQky?X8g}&gLN`}^`cHSc@B2SwVZOpK
zMUX=U84~B;X)LkoGP|uIR&goo;v3ihkS57<SB)U)2sQDKY=(zBQbP<I72<viPBX+I
z`IB)hR27&IQQcliDJj42cznCeB{#l?4=ka-AaJKM#;&<i+&)wTa0)x8sCRNWAI#>p
zz*aUIN(l8Wl*2kwsfsbB@Yz4L-^_k%&by%PtDROKAHC?lpC+8^{wq_sQxoXQ^xeL^
zA-Vi6#~wcmR)m1rQZsum)BB<gk3~qUQDO80`k_4*g8^_+&6y@?(^IWf%KrF!R1P6s
zSkULV?Q6DI-}$vw+G*U9{$rvgwjpYZzkl$5_-)ih5HEgdev8oJcIAo*z;?HbX010f
z>s!C#{*R*b4ri-<<9L)-htZ|w6{DrqQoBgZYTueAt=8V9)QAy#ueMr^*t7&~t)ir6
z>`*GU5~M_o20<DtRtWF!{I1KtuIrqWbDrmZ?)&@weBpP;4`~1uWYqbB%7@R9_8;Gv
zdm;3}4#N4ej(Ou}D@_f#P;u-6)D!|nslC3M=55}ZnOO~_*!n|gfZop?KBZ^R9@pZ^
z&2R?qP`MNm3gd`gK8Sy$H9kh#)SJdkm&Z<53PfzyGNx}2ovF+r0mddXO!abopfB!W
z$w>>6H|>D9$z0P79?`uC60Nkfj0116^|0p^pn>VB{?D)eL{bg=TJ`xx$*cVBHa>+f
z-qN}ibQH(`Ny^G<%h@4Dp=%>9hJ}4w$QJ_^qKYH;cmFJZ6nbzC>R89~A80)^FIq}C
zS9|-X%k)*O3qzoO?uz(^PvnM!hKewB^_0&ym4Nx1O#7&xhJ>J7jW@iNYSIriWN?-5
zw?Z{{l`B0bte-XqF1>idaK5NW*jZ1@Q@f-iARb)!AbE4)!>~=PA^?p?1L?M)P_ya2
zLrXVe(XrKyu$d!UO3;mw`^tOXK+yIHY+$Nn8|vfPKr|b+!ApDj-mvtrHp3}#?k48K
z{4=qea?RhL5Pj$T7!h;6=nKofx;0DTIGL$dVnhzTGI4U6ZUDR+wptum;)`YH`s5f(
ze(uj9Cgf9`MqU2XtW7kv@%D4?rjI=~UUw7>kf6b|p?fwdN6UBt-^Yc;V-;<<{Y%J-
z5zkrY>9oCwy{mmVOxn>uOwAGFLS?o>fj-6W%xWDy$2=g+&^||ic}iRSkG5D#Jg3K6
z$K>QY&zRwIUYj+@(BrY6w&km2-0rNAY{a*9@!It45-YE)9pH1_x9`o@?G!xzTm98c
z@_v5v*k%fvRfxRsOJV1URlmFQBNp<N)4-}S`aJ*KhFoh^?VbR6C-mhEZlm{Do@fY{
z2rHOhR0+f!!5Ku@{^=gQAKi+37BWji1F=F8fmH5ZdR;Z|AW#~(nlbBLkw?>5QIsz_
zQ}XeDpxRS@slt_+z~tq)a{c)Bjg7F6&45w^FlsG1y;hXtcNHyld6HO|tSusQuh%Os
zZdijSJ^8B*opEVNEr+Xc3oyOyh$D0%LxQs057&Y3`wMQc9Jl0kKo-<7v9dpyjF^hd
zUS5&>{-m3ooAh+C=UNh3G}^ZXqzb4c?)HB~5>IL}PV`-74Omoh2$6YbR(T-msYbzR
z2~0TA{&mDelNnLB4ZG_$T+Uzyu<o?McSbBN_Jjk0fT6dLUVe^DAqCE-F?sU9L?S-#
z%%lieU2_nxR+X$Xok1ggrlah#vTVb*X?r(kb|V5()vk~KKU;Y)Qe_103!kp>?78u=
zNggWBV~)=MaC=xQNI;<6_n7|3y&Ws5vf%o13PKUOoXn%UM#?Rm2=ukV95i8<W->?j
ztPe@jp}W9iI`U^d+bvV!n2ymFvVlL=2@y?758eEchW`7b)4#eWq+RWUymwRK!lhqS
zPRKB;n#1>r$2xW2db@4i4o-r%UQPvom|3vVBaH7@Paz1QeKgqv6^%(@smB}3M>mI6
zj=wQ=g-%^X<ek`@M5)cmgq#IJN&EPmX2{-zLA$A$;iCLVTe}3quwCK-jFlf&KT&RJ
zHC~);RNC6ot#*$CT?0NJsv-m30Z~BX4JvP)WXe7~WUAhRkUF#i5NBD9?UKR0oVm0s
zS>8V;tk#&7^cMjIZuNLT?n#}Qm{gFmz8TM5OMfh2?Y0bp9=1e`&qcSF(tlc|D*c<x
zXt**}77YezL)z6NMr!lqlR|bgQxQ`K$FhWP*|Q#YhaSzWC=uGGq0XECKpsM}4%&>*
z91?<f4oVEFKdCG(v3-JX459J?9B@%G>CqWBb|GIJD)cmd)8XaHS5kg)QW3qJL9Ez~
zn3-nL!?h;fZ(1`C?uI7Cs7Ji;h`2a&(_!eGDD~y~8kD;>U^cHrV&LDQG_}u6Y}L`M
z#G8}`%|>5jKp!uqy)W3pfEy0nBFrnvx@d&-(8)dcUAI0^8df%otpT&Q{bItis)R7>
zB+WZ)&0ZGrAOvJM5+cCAi%HiM-tSx2YtcmoNUq1fwmH3EOV;b*6kAD2`poQ`v^GJ&
zZ0kbTT}k$Vd#%{z9F0(mpEs~Oxb3F(-v_#sz1Q1hj}AW%<LKEH-@D(3K4?1hEs7+4
zc#+PCOIh_%R=@g3TIFZ<oe9K{gysANeQ*NA%;uyg3TMa5i8{OGD6jPW>C@J%)p5*L
zkhK@KVG|M>+yDtUJhUespK8t*s-5Qh-Aep4#H)?ReBFW45@t4CUy*(s-)tLQklgH$
zT`SU^|11Fop|`~dKp=PN)AF+;)S@pzk?+V6{ZVUVvfc9jZ9>Lv#F!OkKj?r?dYbDx
zd(A=q7wePCW1bKR^g%v`4-V&W4~lEl;rRpcYG9A%F>PLm^-&}mZQC!xp-&?-y_;GI
zZfee0d)bj=>~W>Z)F7bH<SlVL(#r6P$hiFdLKQ^vlW<^eyDZ1i-%VmYg6IBjQgF#Z
z<&1fK!qmeR=idmRzyPr6aW|0p5oxy?+DXx8IB^Zj8cFkYT+^PmMc)k?Xy}aTQ;L%a
zWk4`R*HuomHj1P!l7DKfmjw|WJ7j_X&t^cEVgg^YOEy5d6;}v2b|JZY+ti|%iwrl^
zDAbrQma@pPcz@vpV64wK2JFgi<6%2>$J=?six@j>v!RM%1R&v$YA(=~UR)@TYxcX8
zF(-`R-wJayhCsKwHEs^iqpG6Zv9d)>-zLsiy&ndE{n=jt|7qxHgF53G-tkLraTCdO
z3GkuX9@J+NVF9lyq`w@~>;JDS>S0LKxn1Qlt(NayL7!*`Q`n1n9}It8Uh_9cxxPJ7
zQviRt$+C+Riw)L%g**Y|$_12?X%SK9mfHeJEah6W50Z+BS>CiY!Y0ixJ9Tz1_iQ}{
zi&$8gM?ooQz-aGOujEP)dRBVB7YnGDKr&}I$GDtP6oD11u!oy=<Om@Gj=2q=l(vQ*
z<yZk#VP^iugu(?q&(arK;jg>tjgJM{*+oyZ@Wg#x4mFHoqh-IzmYo|d$%ozO*9V8i
zIVR+1aU!#ZRGsn^BwyH}MeY=4V2Id^J$qN%nS<JAFQ283%FN^wKM!>mtFtYZiZq`?
z!Xb0Fh9A`Vv{97;4FxLJgl}Uz6`(rE%CqxTfK|}*d}vs}m810_+@QaG-tdbM4;j~h
z{|oP;jHfKFC09+8EWGA@k;x&HS&lu*W?ys{I~r>jLONDI;{7A(SrX=s)7fJX4V%Nt
zZTpaD&;F^`e`e@8i{_4X1%O+dk#tYjlOl%Y<NfVIUOd@_t{g~gM->Q#=EF9=@!hRm
z2NL?0w~6z$x!E(OH~N8z-oY_uS&Ji5+-6^*YsC5^h_F^@`Y}Y%y7Dhii;wof=4_mi
zva0~a>kLQuWV?y3&_<^i(+~B??kq|bT&La|aAfV)MzZ}I;OJ}WQ?nNUoOtpns}YlT
z>#d4DWY`K>U0-=Khl-9p(+v_*?Bq2X-@?4vF$#j!CSD&a6!?(%MaLloB&<DrmJ$~&
z-yMQ^Ri0vSrU6JLaak|gB@M!x1I>xFm8Fr=^7m^;DlG5)UD8BLz?asauSTst&(_BF
zH5;%B&@luKzhBM=8DP73N)Em$51R1(v6I73y)^6t!i}mSgfUFqHMRIe(YfJZ+QcEP
zY1WXHnU(r-?TsX##taU#6V)1|p4D}}wW#yk`x=kf`R|}(v0tJ2#?X#GO|rt|2W9RT
zs<{Ul^0$;XTjn-@Gkyhu840w48-qdQ<MM^PEg*c^c_u*28%Vi4(r5r^i<-~Ro&Q??
z13TE>&dJFRNb|tk-8`Y*XO~@Qk6(Si80Ek5AP{shiaf1#iO7eot$k`|U%rFWBU#_A
zgWGGGO8_>Z{K^@ZrMP+GJHuBzznSU&s|W?ZA>|`elwyY_u4F$@u;S*;*EVbXW{<58
zKRFz1kt5`XRCoahD7{;2p{X+W&f3g0YPGkx6*7`QI5@5)>_Dygy~LWf_{(*~`CUAt
z&JSZxYX6l}knc-e{yQW1i7!~4BGK5b`C&%&!Vu4ydDVW)pCRQdlf{Q_mvdI!TA?y-
z^*ACx3I_jGmvEpt%U|QFs!pkDm}=mMa6*T4OQ8!&{=ye(G9mwtzL`;sp009CYEB`D
z@`QaK@*BQf=PuM{Z5ctczlAOC+&2YI#s##--e7`BQ<6^W>*C3bPUSzatcKi%A=p{n
z&r_;-C)cl7;7iGN@+Mcfd){UIo@49jSx1#X_Esalft^Gm%9$Y^9y_$^WlV%8Yv9pQ
z3E=t#s<Abq-;&fIk6Tg12y@L)lP^h{;Uy+?M%49J3ISqo+OY8^C+MrOSaW?9GOb>~
zW^GmQH+vcyos3XjAWq{&&bY7d`4e1f^$*E)O>I=XA*b}EEmo9$=caCE=jX+q3tU&k
zFWa}YIV?Dz4<5FmNcv#~BWix+^NKY#zY{*5f#vw+1e{cHd<RA<>q~G-<Q;8dvY!^`
z;qtIX%G;xd{`IY2;4s-zWz3QF0h63(TD<SIhTwSIRQ5F`p&b5Lc}>&_Ma6Ci>p>12
zSz1no`uxtwuFl1mW3ms>!o2D{@eR<Oxy%5%%)B5FM7Y}OxlN1UBOexIB1qZxL=0^&
zU)3(yZns-6NJm*OCiM~Dkk7qdjT(GO|JYZ~ne{K#E!dZHdSnZs4xam&oREbJoqj{G
z#~~$LLqW~2>()uE1J>a*j7?+-Xg3h5H9f{_&0l}``-H&*r0{u7rl3_gk<?cL?JIu|
zW?#`=u5uk_3IsDiJc2%g)vc<rz65b6Xgdw1sg5Nbvjd#YtKORE)E{b=QC6~BK)ua)
z)%5S+&BeFfuTB`cvO~57XwCJJPsf&8wVrM?96q>;y=UV!%g^0Aq*;LD1fgJ<lAYhS
zz#d(+Ua?-5RzsdTu=o>fHU-S_Yq9X~6l$iXP~M-pll|vIlNEv89!lj=?2$l0@xEV{
z*LP`w|GNB}^ZIE&1JAC}fBOLKw8&>F&ofP=uQYqu0?`Q-P0A@caZR>S^BAUDNTg6!
z9NjfZA7!2KK<&z%>D;m)#2E>wm}Y~CoMOU`7Viosq6jbk`0dr?s-~?^bCsO+^2q-{
z=lSXO7wqMX-SsWq_Wf6i>JJZ^k6eI=Gof|t3h+W6H1cGY`xf<IOjS8^{uZQzQ#^pe
z?|DAV!70Ie^2K*Q!7lyj&&Qq@+Bu;ILE>m(3MW22y$Jq)jCt{}*+i@749(tnNWKoB
zc|^hbb|c__B5!T{-J~fhb)M+VIQc<FF$IW)T=Ig<IXHdYgZ;hR_N*byVrtVGA@f7e
z0kneBf%*LoplD{OlYaof*5i6_Lcxkhaq9c=jc5JSg@8wzm&Txvh-lieAkEhD{=465
z=ASrfT;84v849dMqJnRP5l1s8ehpty&P=W%Vb|qA^Sas%VBrW*k4C^TsZ`))tvPF!
zxth5~vU&I7dmRR|b8Ocd<T^B^)p3{;z4s5=XX;1Fx=HG#9{y|5%fTHqlx|U&N<ya4
z7p>ZihYqxxa-0JSb9upcI3Me&BLjSg<oRxFTEinknFlLj9%V-Fr3+wovl~&cfu-=<
z-Y@3pG8QMlbok<&ylv*II&Tf}=$1RLsc%TdY?_XbrNw2MCpy`bO4T}Puq_)<zyT1k
zQ#JX@H;0OjR6IP2mVrg$Vsqd)9G02%16YM%AIDZle|}qUdh>EFKr->p+pdP49w8r9
zr~0rzE$gsDXZNbBwn+Imhh-KiC<;d<XR$fv!4s3>^{ZuvnSJ{3Vl4I{X3E&IZ_pAj
zX%SdWLbWpj2?yN}uhbcT?4qk{UuF*nn&-EM+^NNGW5uu^sb}uEaQEG{?qx^vP3d>2
zJ2nS$3dvdhG*Hl2vpde*vtJl%wzL~IJ9kcC4Ob3W;Z_zBXF2<_;W5AwPkqAeid?fb
zzgqQWgx?ZR?lZs9n!88BA>s)Z&J4}rYrp%mgsc-M+o?hzemEW_>E4~|I{ai7x5FS6
zP1V-b6bu@PX8?C?zb~$J;VOOi`F*~Q4rsU5Vh+!O!>N^Kp^$}%q1G?MM>%5p4Sb%(
zzq<TAo&93okcJ=0{ReVy>8UMjI&Q+7u97ow*}Hotk;vQ$fS(l>o|L=pS(s|6aw^@g
zF&Ac|94w)s&1&+mEH|mra)%f6AD{1H{niR-_V0yspXNrMJk<;y&&Ao58y}Wykk?&i
z;<co#c8_sGQ-QxaYDfPA1#Zb5erj0n7N~~V2)**n^V{}H(kHk!y<k7BaE95CBpy1q
z;REUTA-q~^P>_y+uY2bhQUj!39^7b4pzyp08aoHu3apNo)#5SePd;RxQ~WA6p~zU{
z(>)MRVxi?eo7LSH?`6s`b&cY&ou4S`^;%?&82t4v9kb?EfDWs60GD}J;*yGN1X7|*
zJW6(s&FEewXLwTlO8XY|AM+SS>)WJ;Km`_3p~vTa2SXEa@$<g|#lsb163ZTN#neWJ
zV$TeR2X=_bdKN84^{pL;-nOh{m9ER!YNQ(U{s%HVK8X`i+niE~Tbn@qz7y$StIu!4
zme>^w^+SCM(DFaK!>viV^7`Xd2-EbQq>o<5O1lJD_>?NV_lLzhl}KFqa?833S)y;p
z=--*Uqk(`{8y6<C0^Z4tzx&(rGWYam3Thu8nV`2T7WWfi#{78M!4qQNEGiMpCcr7c
z??|dQKBwe+=-s?gzk<23Mhfa{^jhS*<X<^~8z)l6{o4+J!Px5;Si$EY2TvqsWA6N^
zd&d_)`6%!p<gpsl%92hq6gEVpZ(74`NH0X_jpFq4>RkQWS&w5Y*=My|`WixCD&?*0
z`+=O@<{g`7$0FI@=#wukJNZn0-ct~cIK3(-AN^_XdaK}}Dum+lyzd#p@-6cLpZEeh
z>DQ4yf2p6lUH-&Wlq8YrT)@ZaQC<lE%)=t>up35*?mwcJz4Wi9ZRMvV<mU)*ifP1a
z9>G5C7Z~UtaLFKA7EUpPHQwmij{yf<a-C|z!Fmbi;Z_iw#(Hn``bHDLNb6+4cQhk5
zxxY2<fyB-#H)TQ>9C)90U&U-xQLtg(f?s4j%CWq^{o-Vtzk?qhvNtS*U=w}~r44K!
zXZ#1!P|v6f!Yb*tnjF`89E(sREA~C79x;p<;nU%rOZe~@JXjt=Zx((P%2PVOZ7Ia{
z(qPL{k0V;U8-#yA6w=+~ZrHgNA?A|zo{BwA&$gXf9GTQSqd805Ikp1Z<rnc$1V13p
z$7yWA*fn}NV;KIGm2kGUABRHfyC?5c0x4+W7Ube-Ja}%$B(#*Un=MnmF=~y`6<isa
z6w5{+P3Zwg@U5NStet(gKes)-xa8?P{Cpi}b$lAZjOny)d7`+v8eq-Mv95oVI;6+`
zofI#01c06}MgC^yuZc|fBt0x(gci1p{JsNr$%4^#4zcS|Wlm0|FMk={vBu&X;+gO4
zR5yn?4gxB3Iz!dZ%}e>+b@UY(Kz@cHI)xidA`m+F1cpyajv_0F_8lurS=Jh+Ogntz
zyUy+>$AELRb~ci@X%zP3y|+)ErK!VdIR0~wI6JC=T>^zKG4AaC{-DItW;&#~3nJRh
zezKECM_03;ih@(x*$@9wad$d*0<*(XVv$zE1EsiyY;pa^g5F(>fL{g_nW8pkxUhnJ
z19~BdQ#69G?2B%bQ@QjZ#Z-Uc`_tMJkDZ8OFFR;&Z2T*S={APmAH6+}rH>|HEERZB
zV6a`Etuj#ZFkaTr{6iMK^+~8hkAx2Y1P(ZC1i)V@GqsfQ^OB(F;yymQk&ypDZLySJ
zvf6#jarxf~SR+eXSjj4e;cI5ca62kY{x-99Tp#ftsNX1j;TKDVL+Wx`8PomLcsnzm
zpTp@BMYv@b@^xW?%|yNDWBvKd4yX7dyU^@g02Yen8|yJ#Iw%_&RNqW<Ze7ndmR5U7
z&bN+B&mq9}m5&7NB@jj)FqC%OD_crRbb0dS@GfWPFN|gCSI)cZ0nVxSwcQka(T?wW
zG+^P1PTwUz@QX>Uj?4VXEN9f%MR*?Xrnv#R@gsoCI_Jp0=A1pRc+QOg$>CJJCviWh
zG02p(WDRhrb5582GN}M5pg(;UrMcX}-?7XqbgE+-Ob6e5_j5NY5~p#Aa5&f)IJ2q>
zNTfM;O7ZS}@DI0`WVU&G@tBOBT>vI_DXrT>#jL@__2P?yVW@;;v%x_SZ!<(<Nrc?d
z|GS~KgiumJVp=MF!DWmpA;Us|U|jf~hl~q?K0ah@A-j2A-!q_>Jvmq%rHnMC_((5i
zK42j9>|mcrSaJVhtX1yc5^t>^M>6&HYEy?Y<L6{)J>hqPdl)>I=>fF8z}Pl)@@Xn3
zAt6!U^wH69I;;IcH*^Sye|FgB+#&!WZxvIs8iD5C&(`X;AJt=yLbC;9eO@haRW3mf
zD>}hkT$1Rt-xreRKYNP`f|#*$Z6mKi8HadIG3+CM8krHM187>iSKv!P{ltNBO)K%H
zQ4b<-?zH|0|2=hH2Bv;A;Sjv+TYCxV2oqu(h}B66{GQx)+Tq-#<xrqz?16B&-cjt~
z`;zXw6Lt`=h^tJh%%jssp07;O0O484G3V2z4425uZ|+z$s<o5R)Dn|>&>;#+b?IIQ
zA=t)Cux*!9of^c?FTSl#O(ciR4@@nQN$c)Xu=FglM?}FX06lh$(-2P5sZ0tecfalG
z=0a4tc!3`U=~%dpCrgN(#DimmwIP^qT66iD0t6+@yQy(H>xqrcq{Tb>#c*_$LvyrL
zw}Sp*`xPiCn~5etk9)tM9S0U)w9TxSxO%rP)4jj<BJ$~cw~fsb+WH4snX?lmgTgoW
zpZvj{`YpXyQ2;BM(mTT_HoK>YOf7T{pe8i~CXgeYqjH&TDf^hbTi)m8t{Vm>jPSE7
z+9*cSTqEYHv}8_mvX>6WWo{Nr@gWm$|H3Iwdezx$?FX@jWS2M5Dz6IS)90U*@I?fU
z9>7bsn@L+yo%f6?rn(HuYWTWM>*s2=IXMM&wNZZ2#*acn4ZQ<6sumX>$*swqKnCp2
zA-NRTI~^ih0l}`UD|aAEOXO~vp-wA#mio-S`%*LM060PU&A4pn<P<Mg2>v^&_kJmS
z0d)2a1hn7~;n(T(iEm(vWtg%3^-C&==M&Vo*+u&?PvrWe0K6cKACrbMO3FwD7*Vh=
zcL1Jg;5D=TJi>do@{I07;2g7fWW&IS1P5x!T1j~hR3-M!$`GP`e^K&$lS-au6UHvo
zy<?Nl;-7jq^8MKxW|MQQZm}tB^Phuo&8Ig6jmXkkDx)j5mMZ~4U);W8K6E)bS_Q>o
zw{b;BipV4*m#ISEaZ{31o<gwtg2N^WoX56C_w4d1hnp#!r;9?KGOln6^bElsQHw*V
z^%jzHWcvc9H!*_vq5$5|+a?QF0bmtTZ?X#!-|zPve)tPDKU$H(iG#o6IoWE6Rcg^U
zn>2Jf7PP_ot>695c%ndOH7<jl2=%AMiFd{vrf}qd^6JR2-sT`*Gn4U@5~vgjXf3_K
zonR?!swAyti|{UIslLC@cKxo_&0jo%pUJPaf3pjUU{<33e*Uu3CbTdA310$tZHV!b
z;a67geV^I~yMNE8Il>p6>dU<1+MTg6zG#5FYvlE}4*QUS%C@vNf*%<3zV;cv)m;&y
zGJtteGPAQ1rMnvW9MFJhif<@?X>w^ToN)_^d3NWjo_XZBnIP=GrVXky%x}*yGB$EL
zTQj3H7}hCuD+#FZ-7|~coO$p5Q86X?jOh+^P0j;*?N4Z9g?+hsF~&8p&A`ywyJ99c
z$7F1Nuptn2C8u1+i#W+5X6@9!-Orhq{Sk%}a(_DL$F;Fy_KW#u84)ic`E>}WxH{q+
zy-Qe*DoAzNd2SKd=(Yz(oqWN+8wKE_89i_sDx`gZ>z_lb;9gTVX~Fuo3inJDEuh9&
zt@X*AA^Sg?j0s?MDLGQJwpCZ_47I~;;JPm5Dn1>n{WrG-s~SQ0Ve4}?^Y=Z8j8!>A
z=mxL0uS%kly(Hs_hdB1NX{OSvWX;FWUaIdpVUZ&G5B=-7o_&V&MV2yCsi^6GA4$gI
zAtCTR0iXv<ABEZN=V@*vQs0Rx{xN+2?);V1kaLPi_I_nQS}$G#kcSXD%d&)dk%?u4
zF`3<GhBQ6%;$QZxH|+fkr#}ko81qRWSs!a=uGNzN=HNz6`U?_D1|^Ox^ZDGfm1bgm
zR{R9HzbW+bXwPkPmi9a4!31ugBBUrq-T6EViD>=Qs|be}po^!D(C0)t`wd12b1Ig;
z&8k613C<R@y_<#E%2pybd?&+w`Zlxr*I7ych!t3F{X70l71^sV3RwvM?#t8V7lP1D
zYps*yon^YvTNcz(iAKBxI!I#0-d?9H%YGH;2a#JZ+9qXHcmM~YqmYn)5VxE~qY-|L
z&|UQ;<A^3|Ho7}s4w*cUxQ}9MU&jlDqE3rg(VE=xDk@R5W04mNrl^bGM7Yq@{wJsw
z%I~#a3X>;*4*yG0sM2)J^ab)1LipL!@?N<v!=8k<X6<08-sUAndI6Y&NRbWTqGQ5B
zPo-avr*lMGTvTyLY~<JjUqH3K1H0z<1*eFaUZ_!IYf!9lps0f{8sB>YgyVwz40hcQ
z>S#+%5i4tLH=<tIR0Fy5-lMY#JJT03g{{DqzR1*;SRZ{g*o}CIW&=b*R(o8<=y39?
zkE6(k0iDpD;Zn{LEeUZD+mE}`jRD8?N8TiB%jNg!fRVg}#Y<bP$X4;%wYHLftm1DY
z!z+HNZ%dIzTfN7byLsg^wKF5h@x@$kv~FM26hP}zN1SGhX&;5?yIqyixH>Ns5kb09
zG@0&uW)`;c|IjvAq@uY?O8^`8qP(yko3UbEtM<VjgpwFIO0`se^BAH1+~@KJbUjaz
z02l%JPd=3`G5_=T_)u1Juv|0osKg28m5wIiwsDFdj=Rl<=zY*`YYu0W_5u}*j%%2s
zR;qYO4{*BnqlFa{Tj-+Oq6<zb>qc{K_t(hY`<UTD&&EJ~DbpgjR(Vus<Sj<U^Pc+y
z2qx1o`BQGQZ$l_=`o<YB<-4?^ZA8<C!(4c!T;$r)6ZEc@Tn9ak^>4~n1ID?KBBBvM
zCq#_5J~L;rG>RmQZ0Q&vw9<ZqOB4iJoB9^{jT3{5>TBZPR!MfCBjwmbS+g>ywZguu
z>2Y$vDd<aoY$qqzC(AvGb5#p>2v5Dg>Fh=kcMb%y5i`~{%=&6WxVV#B>g{?36%C7s
zk%pl5y>-C0R-hQU`M7k-c(7z~tw$BSi~qzfKtnf5yC=}>)uioboeu&+Wz3v6O;9A@
zVu<#Ao6Aia-KAy!?kO6o<3;sbvme^$XE3)kO(4Tg)8@9$-z{el{m9%-A2ESD#`-JM
zV5GBfr29;6Y3~ibFxuYG(SM)}T3ez=0i^7?<g*DxlvZXFD}U(lrcKK)N>%N>OBWqP
zTI2TK(z~H{WYDs2PSelPL66$la;(g0&FQ(AxHnqCY-y-3ZRID{jSv3fO7=W);y`t9
z6b`%wd9CDzoMMug4nIVyf%|ulXxSELq+AetGVI|`!*J^%8`sj~T@~k};2zFpeuQG;
z4L;5<uosNK&Hi>t)?a_q%xaFCfpCmN?8Jh!Kw!#8gvH{U3Be6(p|+>Vr-i?f^#`9l
zyw~TWij)DV)2B4lWNR*ilBM!iln=3sB`{;xJ)ONJ)R8Ux$gQ<4DzS+Uzg+((=ADSV
z_q`zW<`6H1&?x?4qvGtMY05nasU@mh055c!9|Ru;GU^wNf~pTI`087?tyoWp0ct=|
znxB9Bg*96FLB<b&e0r7OL&Z3Dh?OXD`SdrRPHood925)GQC>t%;B5<pbJ^J0%}-UP
zt&@%gVL_%?sjar~*`S@Rby@+zddhK0&RMdf@uEm$Z3bkQ!zs^~`Ruw#jZKJGNvM7m
zR_5%5ICKi2mr6r@thiiPtGqI6+vMhqAr-*PoTSZg6J^J^3u!V=>CVdLROXveWA?n$
z{NlHI@piMpCS;e}&(hEB@tpQLt-htBD~Sk0qJ@f!OFF{nLB%BRqFs}^jBSsM`pUWz
zz${5$X+6x5d+<H|!D~TnDb#(WvrkALO3n4F5{HWCNC86cP8fUgJu!B6qWA{S=^bIG
z;ySzXg$z2$!`eUX{a#^XmbcPhK-QPP5xJI~UUzG1I+GeS82uT0#76bK=Erbm#A<p9
zT2)7vh@RxX;e$^N0nt~DIc*k>Pa3NeYj7nwNX+8oY|w4B<{AMRfTv}bk6|efU$!0i
zl-$?-D8psw45WiyUB+O01&O9A+3D@xeMMcmgXDkB0Utu>ZQo&=TT?&pXRkh97m14_
zF8!IprY)!RzmUnriR^1_+#%!1GXib*hU<p=CVSbVgrGgW6alURXiwSR2=mFBRJ88N
z81@pMkTo7eFpq|xfuywbR8-I;%PK7~GkenB!-@_(B>SMA;Z%fmAkX^8p>_+W+}{h%
z;rNnAB7To+!_pTmD)r&3ek@D%SoZU6t-4sg%j9e;8uJFpF#Ji_4Wf?!R}2k6#+~Ro
zVcX#1xOYDVrxv~7+tV%yQTL~`!e3eiw<b%$&7_EnLb}@Bs`MT)qPo1&NB~BLT(P{f
zGjs5;c4FvnshQk9(5^dRbh$`=QWh9L3+V8X3kz{Onsdmbute*Qjm|Tqx-EoYDnfs5
z;S|LwB9tO=cL58ZjchXsYqg!ISjH69X30GH`P6F`P|AqJ2Skc-Mt1&F>YWY(O$GTw
zIjE?8u@#fLkCyyWUJttee9G%$BUTA97o7L*qA)K=qr*`*D@F~7&A(Qc5-~nl^ycgK
zKn@=ez$pPC!r0<EMXYLsQ3K21*N<YhF7;6}IpRnX-vPm0g62thg*PnU+G>b|59s$0
z=<{EA!jW6@`CQd|nYEDigUxPV0!gXWb)NYAb^5~}Yn~2?E%LOn^PwQ$Hyn)nEyA-h
zO=?VQQx8%k+}qg@!{N6XKeX$@o6C~ty4RtRRK>B`QCX(NQ)_Tx?Alb}*S?e=TZ*Vx
z^23L-R@B9e#w)XG?!@^TlK*z#rLKp||9_0D$RnQLA<-vJ%ps}lUmyFS5Vq}N1P}#E
zsK@GAhw;5#&>A>29zo_cKIxf@K{|;)uSzr8B5lupq)koKjMtSl?>~B>83Z^g{kQEk
zzw`xP5w)nCkTh7c;mr|P^$C8O8kVxsoR@v@=LR>p^7Tg@xzOBC?6KOAK%u7Z;J8>B
zb6n7Wpx%gM8ezn0H|D2g_!KiTzxY6t{8Yxnj3zT8Fx59J+Y`)GaRvEzc!utYsn1WY
z4*L0ueE9b4eCJubNI(@jK;#yOUv~)SDas%)^Nkzb#ah>Iudda5t|Z>RNjL@=A#S7x
z#T&)hUNXl+?Df-dTH{rrdzAfqE2$yil(g0jl-|;2KwbITGx5?y<Ex2tD9CCn+Yd%u
zv=p(kKjY;t>+bvUDUuF3;QeZvYGa7^QRw>89>e^v!+so~yfTv?tjqX5E648%(wlSO
zl3xfo%Oj7|#2xAfD{IL6)9-UUY1Ka4E*TT;hX=Tpkrl&Evx4@7Ei3D_CilaeYx#F#
z6(#_)-hZH_tofzklOgABNes*spoQmoiCTBv5q>Nvm80~2--#Ny!xQac9f?@^RVOZ0
zFLUr>*)tpSmR%qXtiM95Giu$=2);IE*MBgnMTme?;ZI`EoL7|U=9l5m{S>~y4%|C0
zp1?6OCU~~QPiTPcY^TH>AfhjA7`(Hv)9=^2C8hBnNRS@YdY83pRG2GK!~!xe-XHuO
zt`g4_;QL5XNKOzR3Z9ESLsgIG*dr(9h+a;)I&{+1@b(W5i0JtbQmH-<E<(gX&zy=i
zKaLr|?6(f3N(NiU3q17Iv{H6WCd-dofxenrYx3k31(ZdWC%THZmtGSD7HWxW2g6t0
zW^E$!PIM%{-fi!;*f=B7i946pA(bb`B4BzdgoJWiT1l&Qs|5jNqxv_Q)(!Iqy}L)U
z%-O!Zt=qKhS88^UtUHUHCt9|&)hU(6fqB#;f<<NX{iO5^n-><~n3S|(p(@g6JOTjn
z*1<0Y(Y)*6tf`2Z-6fro0{(JfUwe4)+byHerQKwhaF$0wn_oy*eG{+2X`pkTbgxs!
z_%Rn1B|i-QP9c`q$r%BjtbW7DFbveq6$iWVe;1P0T=qX!0ykVA<$hA>LxhNO?F<E7
z_{E4pI**h*a*S##bd~O9Mw<`G<Bjl~D4pP&jgm&QWb$#At$J<Khz!<T^>QFkg-0By
zEWvd>6y+bDYv#9&SC4ImHE=|qfp)TwW_Z0dn|`p-h2@BtU?xe31y1i!0~H$*7LD8w
zqKq_izS4^`>o9(mw*f^HU?m->^?d&EnG|;_n7d5x>@YI&?B@4v{5|c<>-z`#m!q!u
z;mW9k0?&=Z7`+SftLE|pfB)=S9~<vZ7FFiG*LAZ^+mEW8E!qAVJD;vA2ECThxR3`+
zhrvPwF<-a&{j{a@Y#FU2iI_Z_Dt_w7!NL~#9<vlXkUoKpP$f$gms-+RzpP_!F=g_-
z_qiiWL#-DvMc=nN%(W!~=N#yQZ}~NhM+ky}b3u^Z>J|l^5i~?g_6EZE7muzwGy2V*
zI#z8f-S%N+Uet{}GFhU$+D)^pwKyvZ_)LhDYF*pY(#;|=FoEYVQ6B_^f`u(wW*Zl#
z-bzaPh(MC9fpFcwPc>qoU~}=$lA)L_QpvpQ3-6lCB-O?Oz*vO=dUR<b%1I5S$Zzo1
zf=_})f;diu@!4mMgs~bXQCf;(h%c^7)4upfjYfz_e3MC5)Ygc~mciQLSK7$UGN3no
z<V`N=Gb(9q-k$n;*{6%Xq<%}H)J8@_XQ;vbFRn&M#E%{zA}59Vc;_^ysOwnRW=dwc
zRsb+a`AGwgJrXkg9!1w}rHb3^BZw@Os2rS9LC*yCgz~BD1ux0nqi0WoBiYB!LmkYT
zZmX+q6q|dxpEhNykBK1^|6-F=B&3iE4GNtbtq#|#TQPvlrMbeESvyh^j@rZS0OLy{
zYkNIXWc7s9`w-;%g{d<y=3=Jv2b)8&f<OI2g<7X?ISr&F&UPl7Bf-eHl&!_E3@}P@
z>Cf$^(ozk3s<hzY4&BXos+UxG5o-?wA<y1zs+kSo7Bk+Q$<;trfK7%r;R)L^&N`qN
z#tBsgFzOX3gdK@_ogL3IK5r<9@9CwgpR&&?d9)GgPsvlKn)o{}!VH@y{hM%$vx8EI
zn(|b>HYEUMy`^q#MX=W%U;A5v@Pbdqo17UQ;Gv+|8-#VH(Tu@RJe_Y|$eMn^eHVz<
zT?t%SGK{zYinc(i@)&G)I^^;2f|4rwYfd5)kW(gh5r@)(i`CWjB&(_LVzrYyVRb=Q
z7Z=v|$j2JPmtPjR-p+6+dKQ0Awd($94Nc~DhlcUx`cQzh(;esk8Nqjtn;r|qBDDTy
zTZv2h0)SnV^Ec@J^o^B~%3j$^Q?2x)DDx;SDae{F#i5dwpV2VQJ9E|t#>v6f-i{Y4
zZ@^Yn{n}>0!-_k7gWKh^UqlRM^a$$PwtruaK*$fxsunvMqw^9;)^zOM{8`ufAvL#w
zAUwOtmsUD$%P!)0y%oPP`%}cRsi7(xV(Nw3b^E1QZ*l$%5b?Ac#NP1){Z8pzm`b+V
zOR+@pzN*uONH2B?u)`}TXC*A0hs*Qx+xKQ}<wtuS3k0*KP^iwJ*Wt!pcgH1kHg;z(
z|MAPV>$PoFDCifI-d<9+r?OgHhNxfMFor#Q)1G_()8vDy^Y|rs4))queOg*Z2ZYwa
z&Ob-&H|@Yml?HCD;Ea^o`X;9Ku%l0Z$~^o(qqe^8Z>UJpF?e}u=i5|w=J2V46BkE%
zsGhwUUM;NOc&Ypx-wsKsBtkflFN4Ujj`0@nD{!P}u(h+tUXJTng{m_~bZO68fA``f
zmec5E;~H5y<HZHTR(IXQpAg$}wT5P+X8b116fCC&!*yy{-^5KtZd3V%<9U4XYVn)w
zChofgOQuOf7gztasS>TQ)T?c3PAMpPRK%I*t`d=OA)K08B)4*#L^a~k5=vO;3XaG+
z7v5AHpnQBCH|lRu0bkpy0(vZ8=abk!;h*+w3;Fo<lUCnM-%2i%o3eN75$ELLWN%7C
z?{U`iei$oc<{j+SjoPc(!)0BsmZ$3an<Rb#u$CL7sLaI9sZ}XS_dt2OcPjbv1=k&u
zc^<&YBX89Y{Kfw?=AC=}OlDwSZXqE2YR4+fOXK6)#o)-1pPJTy`LxE(ZELOZ#fxBo
zON@R|Zhnlj-`C9aJmzz=s?}FcDYJQ~b%WCM&h{R}v5(c|MUnVyLoG5N!^rpx#684%
zK$GvhN3$jYM$GmU0>Nvi=7{`h;4VDUYKmE+@7G<$neDp6Qj0mcz2ocw?5oYfY$wCA
zHk0u0_2Azn8L9t)6l!EaJJ%4wVxk+W)GztZ@=fCU&qp$2ES*K`x7j%y;u=nL3i+iG
zIW=?De{OXfYeuQ5Sz1?&XJCR(x@4=DI$UYN0E@!{PGeW@%H>y!W9jN|4yl6gy*gIU
zh*K-sG)VBT0sU_`y5c#`2*5;9gTHp>M4VFc^e3Gz*45j#t!pjfY;829R@Kj$M-f??
z@7LRiE<-Ve{iS+hF@28FA*aQWC(b~HpwfABRM3{2B`wR0#1-lFlr6mF#J8e*-Kwd|
zlzNLmQQ4EBLq*@d)mm?lXr(fX8>hDZ7U*W_tRHFFl^)xo7<T*iA>0Y%6~m>U*FmH3
zDSc*e2Sq%F2nO-oTY_=1{vCIGaEbdDWJ*V`1AI|cSeyQfcOG-XwCXHz7KS5-G9|nl
z3->fWjFyA}4y<7elbL5(zHb#4a?SwJ+(4<<$4e94*wa{?d9Mz=-`>p_f7gWV6e?Hb
zZuZ;LgRbga!t$?bZh|YDQWqz+Mt7T*N5|n`=u!`YN3EjlU<XWp^Q|bZ-*<z~{)`H}
zthm;rp`8CnBqs<X0p+-|9ii3X_rS~aX|HMTH6LsC&q4<$#n{2JhZcQpH|{P1HpnZa
z9kWnt^ML~I5K^fBA1v|U|5hfy-xDKVnJ-^C!})u;R084CesQn8THEZ`vL`my<ArA)
zUc9Yyx>?!vtU{1K6~yS);rvV;Dlg9(#_Scr!x|BjdrPTPcUFJ_AkFql&&u6dt}kCx
zGAwp_4!bTI>w{%a9{Ro!I_Yoa^s|_B)vwM;V0u6Ud#U?$&v3&F+SUZG^(0W&$71WV
z-GH#=uPUu|z^+%qQV9!1*Vp|iH?-%rJ4*NisWefz2!*IsU**^OIY!aYQM>&u_kj_R
z&J=5;vx<l5r-;bE6XBL+=dNW-wz##8$J$5c38za47?JvouI|)l)iqn$*&2+C7p4MA
z!~N}Ty?HtdF22cpe~$00U^u6`-;hsmCz3s7S&e&`d*96H`Rb~oOZ}E=hWZ9?-{iS8
zg3v*<98`%u<bNAcDxMlu)D%K1*s?X*a{6an7Eqzu6U`~d*BauVwy2!B^iWy8#;faj
zJ4h|y&OLx~?TpZ^UKKexvvw=bP^9|ika`O0v!<PIgR7A4SE@L%z)=3jttnP1bGrt%
zHgg1b^$?DD#2w;=0Z!6DyA~?@>fq;M;-7!tgTFS&I6qe?;g`-381ju7OB*d+wGuAh
zIM{!9Ifw4-`7NOxoz$W)bbv$wWOu)SbomiPC(sYdX`WrGBN@r8J=F9Rt9#*1JJ?}_
zh2q~y%P764!LFN~e>F7T_t8iB(+~s<rhEqbQ~D}c9syp9c`NzJh3fI3&Dsb*)O1oQ
zXKbFm88Tu9gWWms*iu_Wm6({P9RpSpX0F*sj$J>P0O9R>-*Zh0fsxG?P6U3aQ2Sla
z$eT*J_*`)ZuGnVd)651i+BF456?tHKNAp^70e7SaT=gK*j4`CNTmiVqDuBO<%oV5d
zs9L;xrMWjK8GlW#@aQjKVAj$kLwEPbzI{&oDyYLQ7ORMjLx<yTfj9TeaY{qqgS*D(
z_bZIE5<1CKQSte+d$ZUlUjJNpyWj@bX7_ab;3PiBu^!#q-f{T5gRgH@Qzpq~tRUpt
z;oX-OvRQErJ7Rf?=v^u&kgU1*x}sm=sgZ{HZ~(OeLydssU4K8S`X8v{7$^LOT!D7A
zLcUUHN;YkpTZkd>w{QPF$NQjaUf_;P!}<Gv9{gB$+Iqto*Gqv;pMv!JO;lmDT=MeA
zalHF7t4rGsB}zaxN0i<=OGN|!n?TpT#&rUHf;~2HVVfU(kk_((jsB%J@Y~xNZ?$wu
zRCIX5aOEOJqn-MRd0YS4!~|&(YcCzX?fOe+!wR<#REgY2R^2~;Otsv%Jl3)Q@GZ`#
zhuO3_wnjlc;C+PnURytU(pB=y{Y(80##cF9(G)QhEZi^I{5#zHC@M1-&b(Y!IEtkl
zMH#NI4klK2o621X5xFJx+KG`2>ZJx5>#!Y8s_*<{=pVjS>H3bF;S_uZ$g!XjPz}Yr
z;u`<EO`)>QR8onqw{~}RMlKeJRH|%?{5rjbH23__sR-AScj~WB)uz4CfIW%n_IYYN
zl1!>xx!m1#^#vaEMqpKr6GHxVAd=ZgU29bbB$<)k5hTLEB%m20956`4cbn;OG5tFs
z@_80(vq&U3I;4B8)i*zVfl|16GfkRM&o>Y+wG}I@ETQh#(H}OKvdW*5C1F^y|2LIb
zRNFj$NU~K5qXE1<fZ(%v?hsL3ZFsTV$qDYcu)(WE{FU~bS~B4e4P?IOIh)w|lBolN
zw+1iE=e-9~BgNYCt|{lNN7=uD4K5cRy9ERd{y4+|_PG(Mm%bxY--uFG`f2Mv0DFy{
z5DTLJx-|LF=8$XRqUY4l$7rF#1-7(kU9p$sq|mx2-KyLA2PEwAxy=7SgFyiU(+FS&
zOoK64vTcXTat~d-7o1bDOP(9%C}3bksXdxU?&$xPQNA)C^R(T;fFc$hA|Q^sA3Ldj
z|GiPg%=?KUgQ>kmgLRDCZTb4WFrcR$w8J1&1Dc(hN@Y0N=WOmK3g$#a3l#``??;)V
z)q?kWZrXjkQ^vNyg#|l(wu4b(a<Q&_#jW9aSu7J=AI*AJL)m_!{yz|KK|(GSmAYTu
z8l;d_*Xn_6;Ep*)rXx|k6s+VI^jJ?^Dq49V@l)xPLW{HW+%0wgsbKz}h(o2Tt@Qm#
zts&x0mJxh3KWY_NwQT+6WxhQmk5)^Fy@YmfHP;|f6riWq)<8>}bh}dDuegRp#tZr$
z6F;jXe8QaN)M6l|rcatP$q|=`Bi81{6J#B|4?hh{cD!kuD=tpU%2G~MH+cBQzMlPb
zk>53@ecoo{w1`}L_ep;MrHJ%y)0hoYOLzV56Qb^%)eQvnwL63q-L@>%wQFmQ;?rn?
zWw?(j*Mvox9an6%{Uy~T9p3+0{acOXrUkr%l(-ba@d4hwyu>59qUqoFwO{#XU;?1I
zycV{OZ6U-r4+-PKqCV^nc~Z8u*FRLv=&p&o7BPQi&#m~4DeJbkVwodqO>A~mFjjt=
zM^~qp7Heet)a0G_6@^ZYHF;_V^LI+zYkpC5klHC;@m-Tn12=@OE_P;@RFY~X8}FBA
zO5sS)hix4NFk7wf+*Z6FqZJs>-?vyr>m5?2#E?}NV_e*huM@<!C_x~fl3OI7dr$Kg
zK%aQa7EUNW_+jcB`jSALkdByQx@T9X$X<fsc7Pp~?by~Zv#D!WF2l61)a~L85^_EV
z6uRIlhKzUyJ{-QfY%m~$akOn;vy8ECfeQB-poI-GAbqj7$2y4c8EFmsf<2tX4T7ze
z*<v03k^yZ72K=fq2O2!pou<h(7uD+?0Co}(+mucy+uj?+Zh6-IhC>YaWqp*YyPQ5c
zaq?OYnhGSCLcvZzauA4D=37w^r}Lq|5vvmOf;>a-Ei8tVDcfzW97J_6MgnG=(`=Jm
zW)&10d&x;zsaN-d?Q>#vHNwm@Jo5ScKTtl154d!mC|tYKXlFdq%Y+KB!p#3wNT6G1
z{09Qiv|(-`(&U`bNoBwPKrf$|wE)Nm9A>!RnD&^+k+Trg_gcDfc%V-YDvm}83b21Y
zmj2Olt}FkN@R~$@Jp%+K%lrkiev1*&4m%4ms~T1z+?H+D)<%FoZm*3l8#*XnIdt}8
z-9H|>z(Tpfs9IJfCf%tN%VpCI>alM^bb+0DA9ro}^-$j^G3ecOqW4#>h3Ml&T^Ii<
z=-Nhe1<Zt**H%L;XLgBeb@l811oQF2+-<~G5qj2}<`J3OW@Y`0rTeEdBy871?}~1=
zZK?43x?-T$>5lc@lkpm`9E;V9q*<N5_F8Z3A_!3^tgD%O;3fQ}HF(jdK*qxZ__2%N
z)EBaO^=9b=#$t9K!q-}h#+co9{bm;q%{CICUZram_Kc?6M4vAeKLLYM#q%a9X;yX@
zi84FGHwHWwsunNAolt;?Q~A&GiY7Hh$TM~{YNZFus#(voh7P32vN2>UDu&n9L^{fT
ze0#esesLm4BO}LpkRv4RG!L;ux^@%KF&}T+c&pu2+*B>RuKHqM-*tA5g^20o&RO<U
z7`vFTrRmPRhc0=!Er=W`9ICa3&*G>%1aw}&TNRHB3)zgf&F-<j(|yZS^M!uZSnO%A
zgFLB+lF~7!a;4|OjYnmFXQP=QAJghH{2Z*pN(CSdqhmNVqq1O@`ts(H;9lOIN%Kg#
zp~X<B2hd^;3#X6c|JWLK1<HEgc6|~rSS)_guRF}=lMh~SY-iBXt;W!mtNZ$c9t*V)
z%c$l$m}mXwucREYMkXdJZSlZ*u{;&KH7SMY>niUJBS+0e!KhP9k@<?cvc1uQPVE0g
z>q!W(e_3#aP}KZVnhNV)k7K12s-ByB52#$3uNhj;>34|Sg)rM5PjzN1n6b1fG1P%k
zuhB<8yA}Q~F1kyuGrQ~5()fb8cr4V8b`lH`3wo>*yap1|R=UwFS(eUp5|Mk{x%ilk
zvr>UC{RBeptKVLb2cLgxpczyAZ&oiWOFE~zHLK?JI#A0Ih;7J(kfNAe_69sz4ITPj
zf>WzYL3M6{EB)rVi3^V&&uha!fQ8vl$d94DAqy-@T*g$1(&eRED_jPySIf?_=-ZBO
zLNx#(ft5sjOH`_J!`^8g50d0dj(xVJ8Ha&TI6wjhV^bcAlGJO+=<}zi1Tz8Lx?fz}
zbnY~&(A_}kqQMj<Bd3}$sF__$DN&Rr=xe9}{a~j5$b;+epg$;g1{%Rt-8-OEMaHFW
zgdZ)lQP2x@UEJr}r&GMC=KTEA26_DTQImM}nDZ5D-ThxYZ0kLWF&}?Qz&$Hw?#`DV
z<B9+ZYWXB>*nQ&f#C#{{^3mL@m_)oJFRX!esiSA5?hS4-==zB~gQ}+^8TUx-J=+}%
z(Z024_#$rRZt7|UqmDQ)0;w&kt)!%t?CkHc!U7psr+=8v5rn=>aj)SgNsbAv->iFi
zK4S$^hEI2jdr|qjIi(4k;PW1R=^^m``h2z3T3UfQ&U`XQVmyO2M^N<cB{TFYu!)mB
zJ$FJnhOH`F%2JiflFywSwgFygn0JNaKz2~rI>73=${;O)%b%OE)t|UrhRS*G$-#9|
z*Ar{ps{OS=y2GNIcW{V@6NWz^xV75nZ#Q|@;d;uin#f-hjfRT8I@=B)8)8tcP|g%o
z^cy$YlHMmCh5Kv#Tt2!s8;Cx60y>ZLHnv~NAJ?}_Zwkc1n_fC90kM7mZ|`w=cmKEx
z?dMv%!+#-Ge;C@sG_CmsbO-pXU^AYkM@!ZsDo-=Dhja@o@LFLK+3>L8EZl1Ij+uEI
zy;miu<YFC=@mQEYyyO|I^(W|^=0CJ5ny}y)$zV*(guB<SQ4Em|<xXRq*FE`8=pE%l
z%3=>_NX5%(AWlRXCO{P{fr?4+4O;WwZwYZH7^}K@Oop>&@;t29LTjbWI%g*bOMo*e
zW_4Ef!KTDd%oUc&*lQrQMX7WrZ0t!@rDFYgSl@+vY$0MLkM|eod|k^y_O2}n_f<{`
z*1u5?Z+FFMP77Z~`PzOAP?tG*yqcYu^>6Cvfm-Mmt;wTTDWS`>oTU%-7@r;92HKuM
z2Z3qgF(xN1`ol}>n0G+z0uX7e3+Go251oFi_`kl-wG#`@;t_H`Hi>P%N%y;4efSQ9
z&i)Qeg&E<bB6IdUbUj!_`lf`P<JJf*NpIK1?=HaLqi@!Zojpk#NyS>pC_Qvb?^TqS
ziXQ6nxi@rrj>>gr9es2+PnO##+|U-@yiz=Lpt9#DEpz@g0JqR0Y;51RCcT+*2BoT;
zp3Z!dGA!=D3jGUOyKVg}4gvSgba>#;;VRguq4htCt~{RU|Bn-yN^}VkiV`A6*qSrt
z3?=tnL@d`Z=giTaTL?3i`&{m0n4{eHHO$;I*WANgzu)Kkc=*FV9uM0-d%s_==gF@*
zSSR*_VmcW%aJ*0K*x;3@u)cHsr2SQb0+v=qM?I@ybK5@4oXjpgd}VBRU2C~j29jU-
zQl?azSCiYY8d@`7%pHpU9|Nv`moJ~{C0T$Ba1PvnHPmJWE_b?M0fQSb`h8SldOEmP
zH2YPJHGxP5Da!n5Ux<LSL)zHRF`!MJW@mZ2GrtvnJ^3yIdPdErQM$d8KTU!E{c(ed
z5Qiv!Xu#Di&3i<lh(@T5G!|IxJH#hV`Iw-t23gO5`BgYpWtK<R)cj((+>Tw@7;V4D
zqeD-I2vuUGY3f}c;7q}5_KaFh6S9r#s*k1A5shuB_jAs@$T9iuFhX-#C;8CtrW^PW
zXTOk6etofJo3OzXkoewJgMa)|TOwcXR*uq+y3&l+%|@M*wTN*#`SawPTvZE`D<s|7
zdd*YONOe;Tuh#z<M!E&gm!1`>X>6Pq*=kxI`q=m~!pdWJ*wmp2c|$jAH@@QNZLh^a
z$I_}^)#8S$Da{*cuyx*g>Ow!p$y_kmJ|WcuN`Rdi2mM^2(0C~50Uv_{{W{Q3Gu`5G
z>y9@+x?>|ArfOXn`NPfuKHZyw2#J9o9k@&mnwrv9NSF!TWZO5t4HC@Lj7!R;uhCyt
z;4iB50<{VHLN+A|7i87FxW?zJl6pe5?wfH~@kPYPuJ)?&K+>-%au%=hEA$6JXU82)
ztR|;>ZqctxW$?`l#i{nK#;5B<%hf2x9ZQT`JEPLpPK7%1IuigQGy6mi5{SKFy;OUD
z%d)EqUK-iLtIh1wYCu|2VqESq+#<A`n6~T@ScNQ)fGsj{^oO8m2a_`>!ga}y6~s5{
zvneqF{}kwpI4VM#?CTZ1l>Zg24R6l+Pg93n^|7a*_+d#m5^Kb*v==$gsy5Q$fM9Cj
zas-2vw5gl{yUPu9(nOf$vs>XT+8JNcZogK2R^7@d22!E&ISD#uIAsv<nj6mfRmF)_
z4hw7AHOc^0Lq4@J6_`bFxZL<%(8jB5#3AcABg0uEqC_Y4U&fr7ZHPU=JhX<c`Ciq%
z($)Dt24C*>dBr_uHv0{}Gt!vP9n0Knbk}7c4*V3JRFRo3{3{s1ase9C{rb1Yl)rQ%
z?KmkZJjAfxk4O1EALS!I+H~+#p?=Vt*FO_x_U(+;>uZ>FX$H}i;QCq`)+F&tQGld3
zd1wb`8<$uRe3;RNkx4tBkIn$nlzB%<1KYNrT`Ml09g{7sc4RGX<ADI8izv$|+1SvS
z-xbHMbF39d(f2>V&FzgJb7;H>??=at-P}iSbskjY6JB~xV(^>B4f^{lC)672lOL_$
zf1^zSR3JU)=Bq$YfA622=Ya?#N!AugW&0@oe_*9yw9m`oB@3RakK!Gd!}#HCUROB4
zpg0fu3P(4bMe5PLBhCB-EGiC(VmaaSL0<cAKXh2NTWd36X}M~?UJ-I%Rct}%tP)q~
za!3srGPA*S(>W<V<DJ$0P`Gy2Wm4cai#&(zcQ`w2-GlI=c4)VBXh0d}U4`UG#%?H?
z(q3!d-Pzne1NW^qW{wDr4bz9P`7;g2$1o`zzemm~TmRkdtW={gupM5KC8n$)bV&oj
zVm$$tZ$>QN)ahHoPP_qb!4j63$;fn0M}${ccxOl$4p9k=;QuzcWA@7T-FbH22zw^s
znPLqVHRia0C{gV@e%_`-0}4guB&e&ydXh766D85eiv%O5gR<w&5)@~d2t459Trm~C
zq$v#dGhVF{k^NiP_qy}j;>UL-6mFhYgJ6<J@Q?PLvh(QgDfJuK>Ap!C)SZO5`g*oI
z;8s&>m03LC<*?Y?E0r4d{G-tb7W~Pp{Sp`94N~O)K^;xJDQTO!Fa^Yfo>Q^T^qDO|
z!<Cbdmunz9075mJK95YOK$y4+s7Y$FTLR`QtkCFg5x@Asb-jjHu7$?h&`+J7#M~=U
zNG*|Hd5R#RN#|c)<qLmaB?>R>5I`UG^^sfEuNA(z+QR6&FaxMAGUrXH(<k|P05uk{
z?Q&n9F4|OSCRw%xbO-2%!zlWl+QRg=QrU`_kT9JSO@hcY-d^C!@*{(9a@4zvx`Dc@
zpA(8KOpSU+?imGhD{V6LRkdtgcly$4f0RpVfK^qFt{v%|0N$``1{JfD#UEX=s80Dy
zc-sd}uzmmnju0qAMVxXjYnlx|Tv`}13Vk>l-hG+87pJwrkDj^O8nD<fdy-rCD$CDy
zhVbQQeRbsBVL|yA^YsftT4Rhl`$9s@{HixqDHNFo;kG%?l8k$z)_X*E1(JA0sa`!K
zonY?=lgxQ+EaX>Fw6R^;P!)^~#0A65S9<OgLcpzqh1J~lVOotFMDE>=;+&?b3#Fq)
z=1y#{w|lvSqvoCWppO^OUeuHm$_0yuqOBKzC=2%bhX%MsO)|>V^Av|Nu$fA-VvEc9
zA*HpH6UUD7jnTCES`VfuE-)?G$Q*F^+w<C*bu<vXm=;BEZgq(82v@4je00No5o&9`
z>@uNTFOg5(UrUL^i46X!fOs#Tnw)Uf8z_Fz>IEVNe!L0+;+22SyipV3hH5qTUGs@%
zU$F=_j_z&>z1W4~rtIuOx^@z8{YiYIFC7pZ>`v&IHmb4NBACAdg6SrvB`Q~u#oy*n
zUNauGtuQfYLrerW^?e^Gva|b9BRM|N#Jj?n{@ri`b)#y3+QXa{du7xFoi0S6ckl$k
z%ndvy#d_)_VLdBw+>6@f#NP~if-g#11_FPpTmx2ntE<dhA4p1&s*S5+us<M;U<P|e
z&-C@E<emU*=rMG2zZtRW88~;MVm6G}TIhV-sDJJPdcBpSd+Pn>BQIT^b83M_Rr}N4
zq{FP$4TV5bPNB!3MV{rM?ZWA9rDnYOnEWTEhlDFu{)3ec?;>%!-pu^w8gL~XAHn%|
z%kR~sHVsQ#D$n}ec!%o;POZKty#Wl`!V3=ZlTiU?xdY#xk7t*o=7`9eczvR4PfgvQ
z^$b(g2$1Bj^v-`YD_3%ndwc(4p-?k&D%F4fyUKb@bze_yWld(<1Eab!H)feNRxJv{
z&2Vn!`3ATS`}?nJ7@3W<;*AX)Do_{iUh2P|@~u1_I5<s71x2{~pTUwi`N9xMxMqLo
zBAdOUh!99lugE?Y9id%ac3p8@(1HA=T~NWwJ~Xz)K6wP~1~l0|*jKVHnmYPdN>AJX
zHnScdM|8@np0pkN;-tU$zP?twecxFx;y$c{!ddvrphA*e^|e<y1G~W;O??C!aj~4n
z`F-nUz*G-xzg}Q!UUF1-&iRhwDBy*l?W_-szg6a~9g*1o$A40-M>GgxV+%hSz(839
zoj`<B4s{rNvH-CBy%v;>(`Cb`^#)tf)|l)C7yM-sisR`1Ku=T9?&1(h>iOb-OJi4=
z;scxh%t4PrW(Rq*7$bR)nm#@@ud%bjUhOp7h%fd&UNRPcEy-f$ESxoT4b>Sw1tv^@
zLj<Bf%g}Jqvz~?k+`B`I==$KB-n`#z3FMQ2bfrqg`n79(PQr{B##TTeR~`_EU>L0!
zjr8Oz6&HmoxV^ElgyO<m10v4Ij6oVXhxjBMhN|lDpql_%_;mbka%~>)8+P>=M`cNU
zm^jof<bMAnh1Xy!w!KXsZRgb=rYi4Ro*YyeL-l^j5plB4eW?(%bx(L6qqZ7BYyoE-
z7Zl@cQI-mnE%CP--zQuEq203oaZhTRg|>a9TCBR08~YqyEbXV0fNxX)0|$wDc#|lM
zSTFtPnkg!lc}1PUlF$Brp=JZ5z$jg2F))~a+hA+4)&yTxTl#js+;|NjrSPbi32|>6
zc_4<#Cu86X72iYq^!1^V3`+W9E?@Opt{7J$m!&*$46*G?`da+Q^FJxy{jV%ebf_dG
zkssU%R3d&^YCdlP=rI5y_7U!)1!?%oONim|!u58(d8JMYKgr8#aNH(=RPhqTEgTzL
z^EfWp5bA|t<yp)zMoeQTu|BI0YCBi%Ehd1Kt`z~ft0;VN0j^?8(Ic)`RS+bxZ)Puq
ze-_jdmHNoT*Yh&5hwn{{Y`&yAyqd1be8`u#H|7~4YmRH)Tb}ON8$5yyF5@gD={g@E
zZ>NFr|Im7Ee-|QGO|g|==k$Ye2NgxIvGMCv$_~Gh9a<#2de>MAwi1my%XS%c6;!1=
z7<^Yap7C{Oug?e4_X#_$=KF9ecUD}+%~KSXHeS?Yd2ed}d6m|IhOj7v*gNUFe5{Ct
zfLD8fPFS;q5uvGk9!p<7APbqNOW@g+0Qm2koQK63l<5NJAQ}zlEaw>2>5WdY1aQ_`
zbKB9JFAq!jpz$#)?38zx6XzHEz-KKR6xc5YB-YPfMP>ba7?`vkV*bs&kqJbISO`FG
zRa0V349Nt|!<D*Xdd3cUbZK=@0swR@kcWpsC)pF<zO`z&=CfGIe3;0Av@<c?N<W!m
z@v<f-g)fxh%^i%j8mAiUUWTH>msH0*Jfp7uWWap-95EOdj67Yh99=fYRdlCJ8#s<e
zAC3p3e99}|pE5?x>uzP0RU*n$zu3qqIK;@d$$(om)s|D%cI)NO4i}Nl5asW#F;hb)
z!$2l(TBm#-lU(Xod2@GBDqrN&NpJA3gZd`(NC1d$Jgvhsjh`yL{bY3z=<1=9R+1?4
zYof;LBPc#BIQ%VN7))d?=U*hKDL^^(rwif=3|?P@sEAT``@++qx6a~$(DKOi1_`Ac
z-nhCqXqfnABe>5LWn578J#}i5#`S=<51{JlzqarE+xn31=Z*X|&1f{w${Y39l?ilE
z%Gi$8*fNN&yE>=BYUSL2tTeQnTB@s=XE~`;#X943|D1R)E0{SbW1`kY<3+TrbG`Br
z@@P7{Xx#FNmqyOR!V!GVX#lE)&mAx$Fs`a_$+cuGRjw0sK1{Q*s&#aTECM~wjSg|5
zKq|wju-~_t=}3t>&7Yq~S0*36R985s=)ji|RjuUNM!LCWE0jFi)*649R<rTOcU)tG
zpjCNX*O$?iH<M*C*0sG`m6k-xw}p=#I`U@t*TwJui1`KxfscJ?ir(bt3MZnL*)j32
zzr;?QnS+D$@`x6nUC>X=S!8iZ9Nwprxaxjz1MjQZ9pvpQu9S4lNjDF+Fu#-M@4nb}
zo8=wj0E@l?pFIY@()#Gtr<+om0bi#f6EfP6se0{>{YLw!_gqaaZ18{g{yn%;S^wye
zn3a$vg7R0uikaYPzk$#V;Cs&Po4DOd<lc~Mlhij(U0gyc2OWiDJ~3rBlvmZNx3rIm
zJ&xmmmNNE1S~Ue)(E+<V5D8;|+rhaKHOG$)wRyJT)RVUaAlC_aCrm!eUT0WXztFdz
zN){2^*$$iuZ#}Ci%bASUt_x3>P7=h_G|?zn@ak0B_X^+9=}df&t0PT&*SECxKSo`T
z@>MC{s7%c1mGJQ=0nu0GfIyu|k?qj&o{_ANdi4y0<;j{S0n!@WaL}O~xqRSO=?)XO
ztxPhtYE4yHJzPGZkGteKD<3XUyzYPa#ulcG`o4ePtEmyp6mciz+}-D?>QbGXvUOEA
zFM0KQ_J;*{z@zH&gSAhn4}r`KqD^F%aTP5mowf>`M;@bVw)fLGxY?@(uZB0a%7<_~
zHm&*lj^&@|zEpS4Ppj>sp<+0AN#l{7$qQeyJ68Wt9Gg}cXGwZjNF$O@f>E2T%`W!~
zqD6UjDpX&EG(~YKF#!3(OxS1VJB~`v*xw50s7w9v;EiIK8jnqV@XN6eU0Lz;!>j_D
z>4w8Zz!NJHssN~Sub>T?{aCQxx)S0rYYOIuS~Amw+QEuGltj*SckcmL(XO*}e~GaV
zf{a7!2yW5#-h0|gNL#W<PVWZts_t5QvFrW+ZY*r?eoZjs`V~N!UUwGKIyJsKk<ZvD
z{^x2mrXXTn^%B)Y^-(2o({l*@ROKk8T{PydR#Dj=%ATm68m-l%nF4O~2mhsM(vU1^
zdD=Jr$b5*7JhgKR*}=^C2&dzw!HtVE@rcGOeGuE#sBka{B(SoD$%rac>y?g*i^`Lu
zFOvxsN%fp>%Pr#d`wUiq60~PPuw3QMaCgKT!SE(Qc;^^*qhJ|@4{q>|Ak74gTv>S>
zNi5rOJ!>Yf-D<?<Lt!=G5n>(CyVLL`IAv|m?d08Q4{coEM1SuHr!o?(_clPHxaeYc
z!6L}IFYJ><T=x-viraC%+L0-~CTM&7y`g4>Vx{n{=kJ}+fLW?PkC=|b!0VjE#B?<q
z8mjOsq{F+DhHm6QCjtP`e_Y+!4Q|PRC6?%&>0nJH#R%t37%!=TTm4?e5_pyv_<et^
z>X)63hbCRb30BUqimY#i;{lpKtj^1*IV%t_JoMzCgfV@+hZS4{H+uI1P)(<4M->Zw
zxj`y(N|I_EV^rNFYhto0L_FpUB?{c@Nl@~#at!xp`H<BSP?|q;NwK0cE?<B1k!!nE
zAfM=reM{bl?>Svq1$U(fJBy}O#t!9G3K@KwxSpZIV`UrU&3aT{&2Zu3(B07Bf1W%a
zwH96_z8rSq=9>}NhkJ%v`F;o%at^#5ySSY>n_#>z+9Z5W2!s2M<f!n_y=W-F=Kj0N
zT7C#+oJBOWcvlta0<WJ&4Q&$_>!Rhh6k4VaOfiyw;SUqf^88HLKJ$k;2F{|h({)LT
zRAOEAx971QfEVW8X8Y5=7B9r0>#8C~g)oOTB91bz{zDqGH5UZ{NeI){fpq`+8)ZAS
zWE9l$tWM+`!^Cu8MUx2L`A7TKF)>5`#}sjOo1!?+-S(oK#zR+yEJ2W{zXEl!w__6A
zSf8`Dw=*!swn{P1$F7Ojrb(K_Tchso(syk2M(D;h*Io^q0Cs5i6ZhBiFSN$QfrwI)
z(P7vlCz0$&+dn<Ok{ufyoji!w7S>-534xpitfCE{$0o{oW_8EaPo*ne0dllp1ryu4
zDnRuLz^F)Iz1-)Ps3vbNKm6QSb^q7nxWLd5)=9OQpvJAiYPnjUm=f14K6Gev3^@vF
z?`aR*BI@J$bfGQVDhi<GrY?|1DqJQ?G>S*9@dg6{Yrdnwx8JVM`}$v_V9tMprlR?C
z7!SR6uC7`Iz57yar;)L7F;jBjPrCZ{@n6pvp?Pj`^P_u908$w;G`?GbsVz#4M+6qX
zDFbYI59zK&^~x&O<W8!;dZB+ozhhXfu4u@{c2Puj&Qx0~O@Il)q9AAf)nRri;4)#5
z;dtx;xue5ZWLbYA(M2eQ74736)Q#3r-vL9d?SVX@tXBIbX}4KJ+x`~w`?DAKjR2wS
zGy6OnFx_+2_@Pf=rsBi*%A+qj<|QF~@iC@YMemsiF&lJhW&Xxie8p~HSE+N3Lr!PL
zh(6GZe5?YP;Hb4YXoph)tHW!)h=m06b4s$yVF45%gJZSF0ypsFPY&-F>x>4~dur?&
z(xHbGMtDJ&2y;rqx9vfd0))xP)0}SFfUOVkVInrjN{jf5|N8H$HbIPE4)_W!Tn!!J
zn9~%Jh>$OlDqCQzctZ3H8S9|6xA!U6mvmx!xm^Fppj}z(wh`#sNySAN7F1+dpju9o
z=zC=vz45m&s;sv6H9OIEA=j?3`!R?1286dS5foK&boS57Ru{zAd?tqq$UmC>!sZp8
z(A3)WB2W(XAZ^l(fR+Ecw_lSGpRoM2gNUb{1_u{e4Wu?NlFf@U?C^nNIpj{tVIuH>
zRrm5nt?F!k=-Ive_>*@;C*wWsqXslv*l{SyuMNDD@%iOf9O=Pviulfp)uMELqu%s4
zT`NEs-cz7uQaxrf=c8~vi7n=1GgaUoL<RgD<i-nHnM%f*4JZnTd|Z2a(n|WU6@eU7
zYEuh&MC(MenZ*C?EG{qs^mn#*Pbfaqs4r7OI#R*=w8Py~%;b|(wscL*oCl{p`HR&q
zk09CsVaVayRs!`pcAmS?)ngcF4{yCkO1u^!mcX+R6`Y2AWSXb`puj|N8(}+SjfLG!
z((`p`OMWSn^K?5CP%EhvDP5UdS5$(ROuE{Ay#_SoAi@)Fq4=<`hBqM>+x?Ue$}vVI
z?W=+pB0dU%`4%>{=lge+;1FquL*Cu^`l8Z_(W;KSb#bO-<Rhu^u%g=kGTz@F%4!dJ
zAANfmWS52;o3Wc=XcH2N(G1$9Fqm>Hy0a(0HhdC$hRiv%Xccnd3Y0A>eZw<K^Yb6M
zEENP4IXzOoJM?Q=(OANo3b=32)?(WVM!bpEGF*O@PoB@52{qXA76t?(gw-&QiWd0_
z&%(!llFh_}BJ1^i`Tl^I0V(IC-OdX|wqNT#bd|LDWBG;@$;zkdS8seH0aHo+sipj*
zT^Vb=vt2h=w0Ut056-hd9qfyxz`d|<*8H>Xmwhi^EgnoZh9Y9L=ZAQhqGJP*q*tu^
zI)_lK4c@2XIIx0caTL(T*VGj1$wkiT!o-?6+k)=7f8U&p@LAyhB$6!#RRS4J-O*|}
zuAWHi5R_uZsEYj!aM)^lG_{)C0Xu{hpG;JxAP_@$)|Y{o0t^NglS_3fb8oLdO<X4_
zZY0XoeF8T!MEEpKf}VNBkLI-$iV=Ta*S($Rp5n01F_i7q=i!O@_-l4y>MH;~&ll})
z;6`^>H3)#dRAmKIn^7NcQq@pp;$vzKs7jMT!cGxE-TwRSbS<n@?dW<@ri|sY*!G&&
zgK7VMNO~XxSdJh07F|DMI0^-l&}k>KTwlMEQ2)s*G4+vH&I4JU;qufEX31W)nk|(J
zw?1=2n$Zt7_YEPF;@!u(^LiHapm0f}*pQMxd&bQC)%?>d?KCXxLeiXbUy7Ur1vr8&
zPL2yT6fVNxr2jm%0C6xuX`7*5Z`Fz@t&8Bg70z%zrYp9Wfo|F$qsdeJ*aW&Q)yaD+
zT7`1EA%2BsT)#&I<Qpgc$I<D2`GL94Cn$r{bK}t*2ZmF3oo{}gCB(_bMk&AOXWC`r
zgNuKf+*Srk5q+g!Yg3{o7o+n#ExhW}ZT1jDTgM-06}Yftm9E2WXr#bD3#D(!C~L{l
z#eWU2gg^6S*hl4rjfn_s@~br#-;;(0<W#SS_MOxJz34h^14O!6%iYDucsL6e0TMVG
zchJ?@jT=+X?4ArhVB&mQ$z0%ZCatCq{Ibmo=-c*Fx=W@?%V=%Y{t-}64Ri{RaP3o^
z@c{RDc5xV{rQL|$X*jJvk)!@1u|0*18)c^hgeSXC$+6(p^<;SV)b^Ct%M+v3TYV<X
z>xcH+!i%*MB6Dg{y$?|__UC&lzF#fB9FAdGo3AubGN~IkZX4HdR!MBYZQ$vc_s%oK
zI!ir3jc6T7;@2}!j|`r|B?KE9ZR%@--0ip7=BxibFWb_iQu=bAa>NO@v#SYGehOdG
zm#Wv-w6Z(DlW&+y%eyw6L~{dr?J7BMCuH2MM_~_;0oFGImiKB)GiO{K8+pwZ7(+6^
z%l%g)!nkr5=*3xEE?xRD*-6Z$SE^;jS({p=#wPraTB?}g{&$6vUJIX$RWuv{57b@*
z2AiK}zob5wwECZESjjd=qNc>z`kIzQ4AlP<`sVyErAKibj*uqibV&cH^j`}`L~?9r
zXcdFd)rc5Prk&P-F*eHm+B%EcA-!NK>Z0=chqjxKb+v(>ql-YE>dn6s#aZ_3G*x1-
zJ^!)%n(KW0WQ_i!5@yrbgQ2!0u0j9Gq`ZqYR&-|(Awm8$mVwX{1GOOoiM*HEt-XEO
zwTROSsk|RAzm+Bc<`?9VMcc0xi^bo+xhm5<5Q!$tvt?tUlQWp=c9A>&TTqpowk>{G
zp@%ae*^soFm;DLz5l&bL@RG3_=1-Oj%JH)#ynyw?A($u1c__8a{pEz=u$37XPE^(*
zyiz*EfFSfs#rE0A1NQ0vF}Rtxk!Q0neQ|is%CzASijIm<(!wVF9mq|!u}wK@5KgHg
zxt@Og@CG~uOteja|L;U;hpX9(RF|8#sN?J8EFu9s7HFopd5pixbLeN(oXz=eG-z_=
zpMMLbq}8iw9(>>broUw7wA0W?NAYy`iMtab?XWm;nvgTQZ?jj^=#ug*mUP|D*7HH#
zUF~P+Ekg8nuYM|sSXwvqtNP{L$GJB(RF6VDT7I?I=c-68Ao6`6NwR@Nyyb(M2}vSV
zWR%`1T_tu}85j`!Z0AIw>A^{Eqo`wNfgl;KeP22X&ba(>!LvDK*S%abtK}Yd!jGz+
z3jd}K{%Ytaw>n@*Q7SDGeVU0+#^bHuB{t+wA6)))|MvPcYL(z#+otf~1F3BB-a9H=
zW5T2sJ^C5Y@TjsD_35JNovq5GT)q1mbYJmHQ;t)NkaiKq8m1h+bSu6ou1mx^#1XBM
zq$FQisV(P3OA*)o?*NiJ29o+7iVJ@(ZN0-J_CwGimtn^HW;@^q4}LE2>J59|oT!6t
z?47!Nm5~xLwFy>w)F7*&Y@6YuFqmzA?mr{<zMQV$H2JbJ1n$;rzO2q9+6gQt$6mo=
zv*E8D55ldH=S65EaQ5(PfEU6;t?^$gkRtj6!g0%gU)+C^H}45vjwfX6!&yNI%U0#i
zoq8GsOJ$tJDOR(7&)3wo;cLaUmpI_68s5^yUy5Ys{Y)U&3VpXar%XS}_fVTOu<@I5
z<D{HQ4aaSmd{=EMlHq0IJvZyYuGOl`h(^$>d4o4NzUMXRm(pxp8>ZZC>sK95)j3lF
zAz<~x=~Iql`QZu`u4yZ4#U7~aalr@sDs(I%PD*P{RR}!~G0c5C2=U|Y<)*BMoMXnY
zaDl?kG4W7$J#+NWcRq5@v8_1RH>q3>1V~Ki{ioU;IN+cGuCNEvk@;4M_joYst-5Y~
zSU3OUdUoynL7_h)UalRe1daZ`xwQE(JVr@8XZ)XTg2g^{#9U;1Trw#j7sq|%3^)t1
zUA4DT3<n)H?xX4_XE+RY+LT1`PEa+qI%y#?kD;cLXG8$d+mxHd*@;8$5eb<=G;LAw
zR{#x-wOutxdVDwCjh%{~$2`Kw9?TC%Y)k7q0AdR^8BLJj0*!k``q*40@u`IsmIUM&
zk~0vbdh7LA1^DU->e)A{dI<aMaKdv{-ap#P#F}*}q?f+8#PJiEW8z1SYFgWNTh6ub
z?!N)~*wGMzV0mod;3Wrm7!gOi!^MNLc2YuUs-5p8hQ3Zs$dc;nFdy2enRQI;9^22z
ztf&BBXr{IEpGdbCxfV~^R84Qx`Zn|ubb8H~15vi4>5@IvCqJzUyx$3Vwn$zT2#h)>
z#^U)=F_GCgo_!2ONxYV5^ddxyhpx4-LmhVT&cn;pRctH~W-Ag$4fJ72MZleJFiHv<
zN#;xu?}<(Xz6YmF4D)fUc4PcKlYEn3ez>1C|MZ-(L+GbS^g9Qqkc&@-(>6|E1xVMx
zY2VQS7YS<!6)-m2l1cpWu(|kO78WgRVk;%Zv!Uf@uFdnzLsLN*tya&kJ6(}Fu!MIF
z)W2zMn7aQ|x;)hQJ~=YVsns?A>uS~Sq5m<&5lANPFGmv{f8u=)P&No#$-^Ke*oFI2
zcE__q<2XT<X0J8~y@UX^VWoR4xjJ3ny7d_MTQ#Wk+`Akg7J;FicIVU9WgA1Xb3m|d
zs%b=0N=1=j*HXeDo`&zz!)peH<>!beO(+|kmodGQpbzf4{{a{rpKWJ%BT8j99^5#`
z0lxM9%HKl_IM%a$;+Q7q>x;7~=z(R|r)ck*MjiK{@r2m}*DNfo;N6paozgS9m;ZoI
zZ>uv*I>lFe^};{JaRo)5*XYFF(}-7Of!2)2sVOF~S&EeAoo?lQuWv(oPuKt6D5}lL
zs517BcP@Yd0ygT7Zq1|nw>4sib$&=*%OzWS&ZoC9%!ILcz5r?f%$}0JNLQz06z$!6
z+M9UzZmsyy{khxW1t3u`ZMTi0DmXqc$e=#HvaZNDsB|C;&}gDGmtC%_yybUDtt3aO
zP4JQ@+W;)(<MNdHK$)qlp!09XucFsxq_;bmz#=M=!S7;2hd@F?50UWj12TEU*KOrw
zW|wHTn&JNRL*ecVV8wiCySH6Y=#`WV>n~Q!dB^8Ff77#R;v9EV@3~f9p@CzynU}7!
zmafm(Ag+UKA;0v2pr~`uXe`45rOQ7}L9VzKN!>vV?07-V_sOMXD5`9wdZ)wrB-lC%
z-lIdzW8yv=&XHPsMMmaa?|Q&-ef!<aeplg<3U2$$>yCm9o$QOvp>Y8>n;ylt+Ziwr
zpluo|j(e4<&N&83hO`RWHw*Q1y;J~UBiLjmm`iH4E*hF^KQ=m}5A}-C=g@B}7BAXd
z|CBwJ+T=-2lD?TLr9IDcR+I1E(j)#f@npw~%dpd`RkCk>;Hs$QlO*>&U&(F27K~R(
z-O)|6wvYMvf?M#T(0O=^=R8P2TJZ{8ovBys-`)r2!w-|O*zRI&MpY#yj%R?*jXC0@
zVuYwt3HDJeJidN^XP^oT)3JW2zdo5i^+w0#3fXoPPuLxAx7Ak8T)iuQ@yDA8H)gIj
z?wQEH^I)cIxcKt)c-fxPmJ0Qp@Xp&vcjp|7t}i~~9h~+YEgqU8;vZ+cqQ;w2#)?hv
zO>GlKa1Ch_74g%lxDoXWkT#5k<i;Qg$u%E1Mt{xABMD|SWnu{P7rp{|*#sJ@8Yc9s
z@S_}00%xMXy6x&2-kXAXLlZfYdE~=Gha$KdR}=d-2iSZ>J3Ibc>Xdi`#i4Mb`CYLe
zI-AilrnV^BX@JkrU!wN&((+`*+U!jb!@|8jCT>bL(-k=92i>5m65Rc8n7Es>@WO&a
zoM(906?OF0#u-m*{z2%}6w-UBllZorpx?0>2=NB=jQcr7<+r2?;bi??#Dp({vLiE7
zyO1zrlQ0FL&*YeGCel}3Oe!pDJ8I#c3Go_=U}u*#*I7|2LUl+$r!^`z8a|4;0$-iw
zo$LOLMve>{6iGF{nH@~#mA_u?5JjJYhoL_b?AmzlcT4xOGBfrG4M)Ucyiz@VJuT`{
zMz#K#m6biWhuwj_!gqW66|>%ch?zdiIYS<QZlF<oRycYim{UHnlkg%xm*J0br<aJ3
zkRp0s;GW{bd@<YG(`)t0$e^ijx;Fc+E-t&ky>kE!Q0*^IH7b~KVr^R#5fK8E-=Yib
z9xSpJJA!7M$=`BS&5#>Oj=X%c)tAv*?bL)WI9?&`G(h>V{(IHx?-47YevNiwGmR>o
zfcA+MdbXQ-+?S_-?yI`id1zCH1h<;3qnU|m>d&LtqNh07|FZN!8=kYDJNu=N@9gOw
z%x_p{Wp9<P+z^?)ADtl;$t8ls&sd&vbdGAi0#qI!s{*=R5n&pJ=OpV&ZeBpKPuizv
z2jnuXy1%#K`D1<2_xG$3_+5BoCv85o->V;!JpZrNksV!}_$7yEvYwFc>VtC9z8j}p
z07}%*1wb`_aRHu#q?V+BySe?(vIK%z8@nzKF-4^P%;5&l?2E7B%lT6|i;J<G)nANt
zYOHeGhLHnd)5&r}N%qDjzX|RVk{R3D+pFVB5^wwN2iuDA2HTGA`O*}>l7gx=K|EH{
z%$Uj8stDIMwaA){uXc63^H7ifF^EM}&kLV{(7kYP8<kpRW5j_pcZc=$(P%xz-JOc^
zjo%h`8v<hiM}H3X81lQ6?s5{72g<dw$KU*X6RDzL!AhOAO#T~eH*5dSPJSr9qZf1#
zZE>Ftpk751ISGX{XCIpt7U0i;dcMigPtT*DmZvP*EpE*duf4^~gf{I9yDo2p5}4Ti
zlb$1d&uC4;v0?JNkTwum5gjaYyJ}BI&m0!GI(2v&u(ybOX~6FW?A5g56X=f~w;gNn
zlET9XI4})W1Du#Nh9xjWy2d`I+|#4mt7GywPXC;c(A!>iPa3&Q^ENE;fhHhkJF#de
zqWYGOjs!>lM}Jc!B8Mm5C6~wPI<uVV;EieFn}_t-pq{%pyT(l^#QN$+R<q@lFi>c8
z{eY;N9`&$b+Ad<K>-XSM{aQss+Vhh<$BnrMU$0Nianri0M~&XtVUukI<9^cSa|QV)
zJ$o)d<^3;7bpo^}+CzyExOmWTmGdJnT_^NO%7Lq^4%EukK%V81AUqa#dUoS(Y(DIf
z<D2r44UR;f1(TSwLUCq{jo{aCs81sxue%d5@iEJOw&0S*_DRB<?cuPP2&Z)nW!S51
zstj}Yxk-3gz((m1ay_wYqoRH`@Se6caOwc5H%OmRAof&!E2-t8rPb*~ns@TL^5CJ-
zi?cg*rCMGk8d_6h^BGP`p1X*Ip8!Mme5tbidM9g8c$5MgTYB5Y#&$(GyLepo4K&s;
zzm6~wxQuM@45V4CjeGtz%B~T`saF9WhS&uZ)3Mg3Gm!qT)5>ywCiGGx805wR7@3Dk
zxM$_K9S>CIS4oO_){?6VtkqVM5TS@ohMSLqeY}^0cM`3qGsfjsduj(eJD}$8R}=(%
zEl=^Ir`CPX4<d673eCG;DBQBk@p3@UX=s3;;XZAAdss2TvAZJWf+Xih#e`SomzyAM
z`|;B^1FtA&aNO(v8iDVtJasKP?8;blKHzlLFVgq>A43w2LM~3!L|a>3K<d8|yu*_k
zk=qV-{pYvBfqD+TWNK6vxQtoLxLq^3QI+#7I=2t5yxbd*{-sqXwQ$mUsEq18xH4_)
zFPUep^w8!+^yyPkfRx4;ar_MCR=1zmyUu(2;Cxm>l-WXj90#a)22g7)5QL7vT8UGl
z+nLP`swDIoVxL;M*Y*}+NQnEq+%<QF+WM*9^}{^_tRv00t_T4i0HTNKht986zS!`l
zKN+c<D90Gasj3EILKunJ(wMQe;KVHe|J*Iovg}yA{gctZS2ncj*XgoK`Vj>C*l%oV
zlBhD;F@8)PaY;qgTy9pL1~4(KYlHXD>2;XGglO$c@p}>E@#t4!veA1;_@k{b*xCc;
zx0RQcPF0`AJvI;vDLJZktJmry+$^zLsiUrU=|St21;p!>PffAVI8N?PfVQ_K<Ekd3
zL)UMO7WrtFe@~Q7VE(`;J2}sQ3XJ$4!v)5OY~{+WPc0`G47OaXdP<mdd}U|&|MI2h
z??lPAJ~F{u{Iys|kty5b#g%dE*z*wrK#c{U`LIYAvij%gxI~D37tava&ArPP=9ylr
z5BJdO14aK-7V~q`soP?Sy^gtV?7^{4SCZi{G*H86+MH{b>oGJ;T|}pjxUafR;6xVc
z3X85}Cl+8A09_sJsE?`iPvXjB?D_TAaP#e&#^q|D9Z!kfYtnus_?ELg|5f>t=GV9O
zBDOxg=+){2D~9*a@T+n5=H{$7;1?72j!4)7y@%yF+IYa`Tb1+j>nFp?&4|lmPlVH7
zBya_^O2x9t4}{5L3>ZB7=J|#$D*R0(6tGCnJUyR$k10e-wY>ur#qO_Yn)m6K?&WJM
zZ_|^4O^){#7xD4FIH@AFsz6{-YdS%RjCF1$ES53H8aTP<I&Xun-0zGN3g5oO6hKL9
zX$VA{mMyFB)9RI3zN&F{KdT{%6|m7}wP?Kt?%e<`Jq~uNw{#uw8No^JP5=Jpa>(~R
ze@+yd?+Y*mwiHsj!c(lvqs59>cMEc@T;6Mye88nGG^5$zT1+7B<<^VHhj<>vJN|xm
zMiqIox>tz4>StP+?0LX#B0`K&O!nzkuf7{*$LG9oc7plXZkkH=m5sJ}?}!bJdM}*9
zHcs)~xXm2RE05LA_g+?qb4)SB@7K=E=Xizh!(f^R%bQ13_AN8in`EOBBY!rRoS$b)
zdZh_b9-h?|F54Yb196oT4T-v2dci3xDcwdsX^;m=wg=abMs}4hv`#3dxHk`oSyYnU
zAJ&FeF`r@OV~`5uV|WxbA+K^nQ7HFqhJM`JCl1%T4cV|4qF9v|!cgyN#6HevWn4Xd
z+*1?lb<@^z(*#(-Q^d<2k9_4F81PgSCnC$0r7Ftmx46DY6b9uX;;#BN*(bP;(LeR0
zE>WgcOqWlu4-gHbU;L>pi;)~C|Ha1?+or@BN|`3eMeiZxIV|)5ff>SLx*?Cmd6E^5
z+CJJ0w$a6|_^X5j-RRo#(i=Li{P-|UVJDHf3hLRhG?f#z@RimfT(ilZ8>9}Kt*O9u
zu!i<DXhl8_F|TxpQTpW7el$`jMRO)%E-JVs?GU<rgNv$07f}`;+!5c0=*3eFDFOcJ
z62}4ufuOJDCkO|tr|iELenqPB`UzpYqB6E1y|ScZ>5+_s7ul1`Ht!U&1M?)mtz5W+
zBWIjfci>OeRIZu-T6lkXD0_V$M>lsS8qt;#Xd`Fe4x{704xHAb9=sHq>H9!^r{bb#
zX>iL>oL9U<XbjGHq@XsWD1Ec+(3pecAgT36dRu*9tMb);s{5U^%(Ch)4nWuK6Td`-
zlUZU12rHtbiM_U5n{cPIYRK&{fHYm}b}~M2ZaWLLdc5YJ6rGHkl^&k|9PzPnBA8+b
z0)gAD7$=WrvBz!$1l5Bt$affrr~%=%_g~J)-irxA0B6ak4L-KH1k;`u<^N*<R28;9
z^_1+qagrJ3yD({*cB0ZvX0!}3l2nh5Rbx(2WLK)Xw|kahO{>cO_oOvteVtVE<xWV4
zon`D!zzjvu{y-1Dle>y6BI+e|Oenb(dD8;0ub_ATt6?B4cEY?$)s*KHz;?4G`%&96
zfp4_thkh!`bUAssb($;NmluyJwa9z5Aj$48+FpdT&KLepS*7EaQ5Ab`dzD!0+eT>P
z6u|yaFQ@dN>Cs5{b$0qYF?3!dq*tr`rUDCp&ASl4ZhnC;65hSRAyTb=g7UI4$}g6i
zczEbALWYji*TpH~#*irhtBd5s2bS9FDWQsdk56qf<9qIq$DJ;Q$S1k^Ix$2Xo+|(7
zWo55;)~#%_qEB98+=zaS-0C;YyAdfTUsxYl0cbfTpgGy2Tw<#Ld0j=j9VZ{z=<v6o
z-DHO1aatGXl%r@~dz5e7U}7)$yqeTbZ;p~4J5f%k{R=U-A)Hto$L~xRMbxMJR2?gw
z{*U3{5#LmnLV{a&hz?$wFTUE9?$<%rnjhZOyd7_%mxzKe2EV9jSZ8Nh+h*vBu>W~6
zVzVMVH{T_pl5R6P^fU|Wv?YO@vPBFV5`l`VomJAT^FU@9I7Xb|LSn1#y@mMpzFRdS
zxu=(#9wwieepS7quXR?dslB6hhCxImKMKrJv!1eFVPRVwXBcc+TEF4Ap^Tlheh6H?
z<=bmqqqm`h*Pt?Z<K8(<4`hchs-hgj$JlS<yjdPv>Y+_GXz=PkjH+i?yGFUNjhnXl
zAH&{WQ2-8_ITcwxX&4&}^i!16Y--mJOxm8s4T2XKFKqLe<t{OTc^aFP0KY7_Fz}nY
zJ4Z6(8+U16)>be`(3Km^pB8KtG->*a>TIr=q?hy*w?p-5*w;BMJNF{q*Whq+S5IJ;
z`hna(R_(ad=-Nn$5ZJE<Ro~pd`uBjVjZkYnNW6mG{&+M#r2_{uBNV-bggtGZ>bU6Y
z`s^Gj1OzB-lf3U3CQYBBHo5YNH8g{@{iFNKw%3kbQfz*~N9AK1hwyP+-Oym`pYiQt
z?3zjpZP*LHP6r?1TT=fG?>5P$^^067AX|>;L~#ea`DDLj&^zaB^0fj>#KW8kngrZ>
zZ{hu4dZ%=2z<-H56?hc{Y};W$2M<*H*$ZZ2xYfW_W79yS#>}($412^V2#!AE*Ehwz
znz9W=9f<PbuiT&Or`?+yN=tX>aN|Db|0;Z%_lrmb{E@?aGnP6p@M&|X6qc1Xh}Wz9
zW_YM0^Gn3N>yX&j5%2|je8-wg?bd+s#VYZS?|?d_nb5`!3`)6j{@*3PRZX+GS7JH}
zr<)6If@l1x{Rkm$<xkBCE?;nNSZsQF_LtpKA}kQooFoZweL%aCwV$@!h0m`-Wvu@w
zTy0{J9cCZnqcG27RIy(D!Tdjt4V*ldgrCCKR<zk=av)0nlxW)*`q_}dXc-h1W*a<U
zjc}W+dYl!qH^QlqHHAmu$*aM*gQ;JePF9<P76wW<x9?|-cW0yp`9Cc}_&gZ+ztN(j
zvp%|BzqFDWb|#6NvEj8AcOzdcwPTgg`3wE}T9OQLcl3nnO<XO2Sz3~cVqVd&{U+_B
z03%vg&SVhiNV_795+(mR&FxoNMMbOzla|SC1MXgpohH6Dp3YIHR!!u~xx|Kj-WW}>
z?4C?Jv9k=jJk3!*gvd***m0Q}(N}iBc2#tUJw97c>gy`eZZ7<J_+Q?yO@qbe4c9P@
zQhqjE-Oqeb=lQ6=JB>he(SOq7%FW8GVi}7`BJn<Gjra!n3lSze#7+N!Xyl>DQ8nc5
z*0)dZETte$X&c#9WCIh=&KKDmA~4v&GJScU_|j$QSs0}H>5KT#_*nFU4+Z4;KL*-j
zt);*P>JP>T6T=}*j3#ssDKB&k@^F1cMr%j>4UI%7b6X+06)n4e$a&+CmX<J=l%dP@
zSVGdrZQ9phRlN-PRH&2edo?;C)SeJ+Yjt_7YW6+hVoejh>pIxRD`cG66XVNf=WxmE
zUm%JvjTC=WF$7aS+_!emo4LD-BG9nCC&jRy0)99##BtL6GsA+z{I(*S_kyPx-r1)`
zbn^MSAxY+%lp?AgXb{p`KmTH}+}GWpCx|xUKdt9x<V`$WJ_$e`<yiR5IXE`Aweoy_
z;MGj|$>Wy(4+DMmaJ$$@`*wc(@tex^8BdJ95l7G^Ac@ty!waQr2~1U(37lEN337U~
z?|4ssYR4;$Smo9Rg?pv{P<R}G_GuLOsD|@#Bvs0h>ndM`c9Qiqz#>==&6n*ax=)U%
z#BE|~<^J{slr4d_=zV>g>9#;kd^8RX2a2|KmTBDoEJxp$z^`5YgJ#3X?$}qi?{ZHf
zJ<}h^le~|P4_&4WM7+nbNwlG^t}VQJUS+j(0a#xe-_ScRg0`3F<6hX~hEygIGu!8$
z&bTSE@bL8d0dV^=VX$Tb9=z9JO*1Io4_w|ay66vFdxyu<+H4)w$JtNWI>+urNwwsP
zFc)h~M%U&DJC?n!{pL28pQSaY%I+CH#x9e|kNOOUdwoJwoCK@}*H<8YpAiX%RmTeR
z1KBQxuPTel5ydk^RVEctkr3&Gi%Y?V^<F;)?JwD<{Z{JOkq_8Z;}&QJ1M={ztrMwx
z2<pyAfWL$fP7i0D1t3R0N2hcCLvC|xGTdbjQSZ?d5Z|Rv&yMEM(V||WFAM3zJE;yu
zcRRm@7!9Nh<9hc~YcF$&={fA1?E!H_+&6cx#4hrwWw1QmO*QL^zK2$j-77!C$t&Pl
zZP5590SQCj?-2kK6j@C>ueCvdG_5YNf-kMj4I`=y<giJpwob_thYuBsfiCva(+10>
zXQc(K?M=o@jj{cVm`tYfSDzH^j+@im889=9H8BYnS~dD-9D;IU^g$w6L*>26PQ%&(
z_XE6f<>=5GNBTPquzAt;Q{=BI!dV>c)X$h<R*K@$PSD})NA&mhn1GA7Tfx)}$6Hx;
z#pb+3;W!S(u;7NwH#G@Q3JdYGNegiZ!rIg!$p;Q?I6OrS9djiHdFb6PNBM;=d^c`7
zO7~@$3F>Gwm~A2#WavGbBAGpDWVX>)w*DFPbAA%dfpTd!7IMPw&S8KmSRdHK!f#|>
zLmS)lB+|a}XhHU}OpotT%zOOpXNS9Oe5f;&hN*9cRyO}&x4QF_L5ne=VXA$EMWGmI
zcw5(#4PojiKqSCW;uXH@IJ&gPK&dSuiM&#-nX$YlKe|`Aqj$S;OW?uze~5KnKJ@0}
z50tRX0M`r6B)>V0!O`)B?a}KpZV`4dGVn2;8OCtxv`3zYTkzgDtR7z-ZI@Qrv2FSY
zrayt4rVz^>tlr4He)zpW%F#F>RHEDs8e-p1yXhIl5nRz`?Q#LJDDRnY%RKp@v7N#*
z|5kaN!AWs+E63NLZkvB3dYp#&W^Vn@yyi}Hx%(SD?eJ73c&cO`cGUjtwtqvf`aPQr
zp<A0ED|@h#reZ>&S;nN4u`cyiXbayJT)1Zw6DV(W;N!*1A09cAd`X8QzJ&6WhV@ah
zYo5+a;2i*dHaloT*4+|nZd_hydc*~Bp`b!7E4vUdos0i{1cRCD2ABFLvrX#6WKR5T
zhOPE|bxF81rf!}|sR^`kDZsyoj7`F3Z{brB1GpdCK*z=O*5r1J%=+YeDeJMz-&G_v
zRC)DfSXZOWLS$ncM+CRsGD)|!cdqW(yFd3MVIU%ykW&c+v6K#UFLXd{mW%jHN?WNw
zF`2amAT>)nVuo`&oPA6W|G;Z-$AAfa1uV!!kCPHBxcOegqv$;;G6Sl`BN#gHQQJ)h
ze(_D0&l{|PL`oGVT4P!xp{E>ABma+q<;Zox`#St-jfLEfP%j94$Kx7XXaw2b4r$78
zMt<aie~S+N{PxwzO!Ri)4?%P>{Myd3kjO7cRbU17m{+Bj>Wp*Ej4gC1M&pa{vr{Al
zG!^{!>o5I9@N?TGh7}J8zylMYu0bYx0}Z<J>Jevr-FV3QsQTr&ad3N~Qpz`SG~KNz
zXSNe(p?{d+O*Gj(Q8A?#-B2=Z$^X+F%6qG<e4AYd!_h5$Eb!vbrmEau=YX}Nq>YPN
zXHFJCX=6%+-<7f?|8<DikgN5nKu*G*_S?*;&%-*Snt2lB!Z<D`x><pwPzR)uyRkQT
zw#^1C!o*p}lZkR`<49T2l~jJ!m&24JC^(-tpTE<jY++!GOvBMiX(j}E7H?pg$!di4
zQ=o%=^_XCNuQ|1NPV{ze=ghVyixN7*Gd#Yry=l2~*B5hDUSZ1eqiZ8|SG=*UTlt+k
zxK9wP7UzO2d{^6mL7j)4PVL*CG|bg6*p{LzPHXYa8x-%O6wKwJ*G7?@e=cx0KjQN?
zW)5NTFo4|DkYa2c8lc_t-uiThea@GKh-Q}})sW(s{?b~fl?!Wjqj0CVlXa6*r!tdA
zg6Ma6?6Uu%QXhP?>JxRHYN*M!+)obojNnwHHLhqcr|;!qu58^mz3$?QXm8JF^KXPe
z1lD8Pxc|qn%DF8dx9djS3q(%9_8+ELA{q*Sbp}xqKTowhl5bsp@Xqmw5B^Rz2BEu;
z51HXRQ9^D7wq4&lmHbH2xY``wc`Xy}p!iM+DSH5CAQJd1&l|bb*OF~j!~q$+L~yX9
zgwgYp(UXRa1K*u7dVygK$x2q#PBx@*hRVb+L#YHSsj!(kAvZtSd{~fD-z$$^d?j!t
zL=7T}IZ&d{4?C^jo0qCAce&#`4Z!ht@w3zaMqB3m(OIB<lx<$ym`j@hvYq+88`Ros
z%|p6Z#cKW+<@ZR#4cH;rF=YrY%CrC!Z~`zdQ%N5x%cbCzr_8=XTE+CnbUn2)r66`~
z3+z*9Av`FjLIs>nPvttfz9`$(bYi>Z(b0{3G~(opDa2)H;#rxvzY9mtCnh0C6D52b
z&0epR@ACX>_ACen=+dVx=_}2cTRT(PImO!k7k6_%bN&|2d(GJ1CKOv91Pq~S;9fYm
z=)vEsHP_eZ&Zb>5AU1Y*>Ysp}DkdH}YT{iG)rxu8)*9*$r5W^Dx&r-ZQ5fa)e*jD1
zJ-xMe0V&CoX&m@tzjWgs`Z6G}hF&pH?~mVyU1+HdO46}W+VE~nXxZ(UxuV_9RNeR3
zvjdC9s=d^!vGqBCQUSa53=N@lV6s>{F-<uMPMWMQ(A@LS`rt5TN;a2`)9#hY#01)(
z6uvH8Ib_MnH|y@=rxH`oc1+;PhSByrOnL2cVL?TeM<;+N4MBxX>rM_F0i!s1-@p86
z#>!>O2g!NVxFxAE*(QdwLJex|O4V)pvi~$;4`sF8j*@>nPH{UF^CH+;^x0=*7*{~T
z)D`cv;*miD>VfW_Z{?S9iP&#>yufjWnmNsZ6__pANPPLNzURCbyBJ>OAsB<$?UkCg
z!uWwwKVGY-ixiIcf};>X+ER$N5OY$~DlU9QR4hRhr#3OYX*wOaf_05|&AgJOpIv4N
zbT<P3GNq_nfGbD^=vAn+n|9?`w0nQ{dv5ELK@Xu)d4s8jc2rqHc<5N^b6!fzq3=hA
z8*3j(@bWO~T%Rgzw8fEj4Ifxsa5!{)xIDaF!eixtH2}H|w>OZsJ(~x<&l{X?^mbZ)
zkF2bUVN3OI>{Ve$w&h~|%0@vSyvJtB>kPkk>pm*k;l`LTVWdDdA<7=&qZr^|NR%?j
zn(o?ICH`7$xfhW@77waRKjy&K%vGvz_&|H~14UgOo$XQg+RDkjoARO2Uc>|cKF&4Q
zIZG%4Hd=Yvx;ItfqllwQEl80;LrIG%k2Ad2rB`fV=lJ37#Qrv&w=nzr8^n6_!}yu0
zN-lEAIXCN=FT%{X`nIUtJRoH>e?6@H&z4*_v2Ha<ejWFxXgf?kJi<xv5{o|*=;yyT
zd_+$1w{_*jr<4;iELh|J9G#0J)Bpd)Cq+thkIdy0QskB}_f&2P<(m6FA=kOiWiDMc
za|>anatpD_W$q&}BbMtjcf(@LbuKgO_x}F=gYka9UzhVd=RBszA|hG<<ppjBjsdzR
z-3%8Fl(9KC#BTNcK}gS2Bc+Ct3rPr4)ST#>vxjJ7&*xf&+!F%x^a&Oi`QCzfpy^(D
z@>Zut>%E15EgCyE;9eEwK%RdDw>(XnY#E?tMCdpU_`fN5P#;t1i@JD+hjY=j{V09;
z_DuB86Mt{vgzC2Z0w2^xna;O&7^Djc68>@k1JZDTPGeDPJIf?rCmP9kZItM_C4Qiu
z@+Z%E9bO!u>`zq=nmbt$F{<|QSH<B57UF<N=RT0&55xZ#L>pLYwEkA?s2fw-DcL&t
z?N|5tc>JB_#Obp3@%Y~s?7@$MWJ_FSbaShXjr8LagUJ*vQQDz=lcO0*u9@I<qupxw
zbGvRkSOhYU{0Ew6&O4v*`*K+(XYFc3&Fi(q9^GXjUb9ET;6NVj+EoLkj*@+6|AP6v
zWi}P-d|_d)v<UEyIg^TsfPHV@bn&4EXZmd^&I13I!#&K$XrmcNdAwaj{fmpEbj6zY
z7FCw6_M6WFIn<VNd(eKSPOJAQ)Fv8kGPYv<7TU&|FceMNhv#f%+#@XHsHf|^1)c5f
zTFF2mwIW0^zg^8%H#~UQW4R(LK<noaDbx%?w=!1C(|jf+4}Dv+SU0locFw2o!=2|{
zKP#5#y2iIp=n_u-7JY|G+oW*D|FQAn?+7^E>wWAO%n~7&C*<a0A9iHnl?&_$ERALx
z<AW#~_P`8Tk(|a?Lop_&tVO;XZEC=D%xD2=xS8oBg{Lat>>TV?UjA2Gia>T?9w3W0
z(E2eIT$EWf&V9k?YNqOY`on7)IT2uV#8G*tg6kORN?tB$zaAs(;Q|oR&f3~GD81jR
z%75Y5rGUG?HFY=S^&6jSo>elbakUZ%*FthQao4wTmYAK1Twk*p+#U*w^1Y(5o`!$v
zNx?m%CU8F}cwkdtb}TOVaAJJhm$_P!=lgNYLNGa~`C~u^FsBsPd9<-uD%th7^eOCI
zZSbWV3M#vQBWb_E$Yw@o1zx;vln<w9kvc|6aot2PNx$(tuad%2sKB`pc=9jF_MKUB
z)uh~M(!5DoM3Z?7*0R1n?KfxEM9(>(z40rAKuuh-#knee2cJnOhs=X4gRtylL!cuO
zg33cHPdmr-LIHFSTx#F9ME;Bw4KM)NvDgn)J_ZizOJ>j;v&f3^n@7~Qg&LV>2!vzP
zo<IQhpjJQv1=0#4v>lxf1tEXb#zy@ES?}ZI4m93xwO{~_SWB&+eeG{;DV0|xUrrv0
z{KL^dQ}sAb4K&Y4k&^m6|FV0|jx+y@pc(IlMutNbchzi`P`nyZ^!iL$e8+I~L`$Q6
zEl$SPzAjhkcPX;c#1`=Wp8|}5<HS15n`Xby5%D&^TF&0xy=@C29|tYOK6=4V2d!{)
zDLp=S<(q!Af;-Ek=5$c^@)3F6Zitv@Ze8K4!n?Dt;EtmOg;Al6YBV=#lG8S>LI?k(
zDQw6=UiRhS&!2n8zVbz0OU84TX_<zD)T_)sv$WS=6jzn;l6Uf{dev_B-C+5gOwd=n
zSgHbE@DEI+L|o7`!5pj7q9sJzrIkmImzEblM_)0$J|43}BLkaNZ^J_B*e~0AL3Pjq
zS%HlB)Ch|N18#9lFG2)ow-@z8`|{w2rYIBXDYBl>^Fa=YIB+nJ7y_goD#p8cEP|o*
zSFfl{HFk|i9g1CTrL${-jrv)Pv+P#KUG2w%EWxs6Cz~{1nVPuF%u5TJfjzf{N4}-R
z0)1V{8!Ck==mg(;Rxb9tk9*vaT5ZDZtS+CAc_W`!kISkyZSRNrO|DEKXKz$x>cEO{
znB{*USZ#{9&ao*W!K$@ldw1}?cZ7@pP|OV1Y?nHMF9M=Gv7BvGzU1ti>kSG8-Rt4c
z-a416MDo4X&lRj8a`SQX{m&G0yGl{V(WxeRQW@N`0|M2B+libkU;1h{VRY<E<t?8F
zQF+0Lh3+-Pkyo1T|D}N4KLgFTDs#?q^WQuDor9YZYM@XDX8dnhm71vPphe|TMuAF;
zUlnu7s|nY$OcvEqH}}m|#BSr1*#_quV@A3tU~@HZo|6mN;t|J8c{I@)^C%Z;X+wnE
zj?SrP2?5oP_~R!k8;tbD^W!Mu5CHrWCzE(4=YIOGcu1>bfz^P#jJ>~g`pU=bu1~wA
z0eC8oF(1iWz{k3Wh_8w4J$vC^lBEhCXdZc71|4j;iz&OZ0UBPVpfx<rf9`v6ya&yk
z<sk^0JqTf$rEdLlkm{B8)+xwFllPUM*49o}eb>~?95LAYp8*?7kKT`5_c6IV;4xg=
zq+y%n>Dp1vJMZ#h8O8_chG48ovLTgjp{f?ynO0%>GcP0!yL+|?!b~L*uHes$@AJAs
z?TsYAvjR33tXY*Xw3Ytoi-NpZ_z)~QrC=KfDf!qjekU5nuer&-$WJv8Rg;oH!FiVY
z6{nM!+z0oGW_1^LI$d5#B-eKXtZW@s7amZ;2a%Gx$WE`PgD=ssFb%s&*~O7YqJw+J
zAZ|@+(^<YZe28wiKkc-xT|0ZY=|tWSD(ze3K4$hSlDl5wdiM-Fb6G^Jv9UhQw$AL^
zE}DZXwJ7EirggA$r0MH^G3?F#Fm}~clRq6GE0i_{+w=gf9I63(qNLeP*4%IQnZ38>
zBQNu1o;O&zJg&Qw`~d|;{tdo8pB@yakItYt#;PP4N5wyx<*Wu1u0H;ct}6=D!(;EF
zqq7q$0_I>L1Im8URV2L-X4l%1xYNsmCRTKdP7!mvrHoCyJeo5ntMdRIGwo|h?yLRH
z$EObCU@XIIMnz9p!@&{q_eTSWIZ**J`t%~+nc&G+@TRo*1XCsF3rW9xU6v07Tij{I
zwFj%AQ}o@|(s7r~W^I*%x}+hd8DlkSzk-FG;~zU@ouQbBo1g-al<an~RA5^CRX~jr
z2Ssh{c)e{EEJbKODqimYA%S&Qu%<+`-Qa1Xw9YAZ6E$rl!BbHqQTEuF=tET-n0+Y8
z=4z?XHF+A-$teKWZWGIK*{d^O=l;Vk9$|4I0gu2-C)9`n0#wA-M2zznACc4R#GkGg
zi~Vurlq>rI63-qhwmpndk0;gd;^8~l%9oDj0fz9_NxLCqjWLGJR+e?4tx*kdaV#yn
zn71Bc1f6g95r8a%#&-=t6pU0uzXPMoU~uZpKxOTlw2w!QTgt3SUdRtDTnnQJQn4du
zKZf!B7CxrCejy{Zmv$ZHTJ3>J2JGwh$5U4@ONXKGA<dXp&XR`N>O!N%wx5dDew}ZQ
z)&&s*P0ipY69)yaZyf~ibx021fA}RTVbicbP(dAhlsF8ga5a@tq?;hUHvahx=TO{9
z=deK27uQ>A4s`&ZlT96tJNo`%K`8$V)zmt4C1m#QnsjeXDj!Gx?V|_^T4tbGcVm$M
zOhk#j@6Su8E2LRJPlIMS(OMAUlkz&SmY#E+Jv@DmetS#4^eI|VRc@2vdXT6^;ymKZ
z|7=CO1(H5y6%IaU3*VeyKk-#U4)O^9ENGAVjfW0DT@%HB+Q)oqe7yYXr4tpuUG;4=
z`8WjHL=~ijTVTo)bMu9OL%)^;*t19Mt-j5=dH*ONvvD)*Fox5)kcwl~r<YHheWbdO
z;jJb<bPV@gggZ8~A-v=*qN~dF8Djr)^w+jHBRWXZo*V40&HiOhoyM5l8ZzDvgG)YH
z4e#5kt`r1bg{A#UTSoYb^MU<jH1~Q}VQER`#Zq^T$SH?v0rEvFS6tX}DQ@tNAXSsq
z{%HxDs~IqVdp^!!!iCUf;1Z~ks=+D(&!3|<I&Gr7ymn<pdjnv*)dQV&>KN;MA85*r
zk=1GD_VP9>7O|JNp>Kw4y)hh`Z{Kq%`_xWQfKb}`YfYB=A1EN`me*(E5EXY~!f^?E
z>8#M3Gadvtm~c4{80EtE92P2gwLvm|$7xrk&gLL<Xv;|3Pj*9!tevSD?apWFcnPq=
z@8$zvgUC{!+g4|tc;d^uSq^b9>H;_cIt1oTxIXQlyR3qI2!utC)6(^4?jYQCl!B1A
zL5TxyXDan*GUQ!cdTrC;`_hqv9#SmBvQpol)e48RG!E58wP<#lJIuF5if3N-TdA4a
z|4xtHeHN%57_==}5Vu<UcHqY7_^txCEZQs(+NO4w7^t4aSemoE(D<}<o)nT#t_JSf
z;nkY=-|J}*BH0B%5~=j=;^&a4@shjXqt8IsTm(Rd;^C!J!Yxq5<wKdnY`A+RCq=tB
zM&uie>6eL;5s!IyJ(Cc8!4j3A{ivJhbnr%z*QZk6)AUkoz}mr=kxF>Y>R`D`3?io3
zXe<Vh@v>NEL_ewa6<l-RxdoT<oA`V{CimEEMue;;7GPsF*?q8p4t^1z+*8S<f`Ahh
z_ozHAV43o?v6m|%u$i4>ZjYD41A%&fA=61a6CJtHslxcYBotueC}OQ*Kdm)v97H&A
z?VGBg5`uoaAmX^xP9fj_h({*0SUleIk}X*}`r;3-f;pePR}Yk^wmOuqovV4zf2#kG
ziPO36)0{t<^%Yl9PsbGjlHQ({>A4QF%=og=t!Lq9wZkQNH#?+K&5jueAM@^Wk1U!x
zCet!}y1YRwAt(;gJ=s(c2otd^cf8f4rA{6tPs-)z4vyX@8e9%aGG+p4Dees|N_(t!
z{ou0^*PDj%W|JA-C*$yv1`r|!I(}h6rS(esD9PtEKI{UPdPCnb<G05dG*=k*E~&T7
zWH@VjeRLqa_Dl0H1|H`1?LMyB0Wja<bUH>WZ_Mqz_;RcPLHHUsuD_x{jf082^4Ga3
zP!M>S%5sFpth1x+;rs?*Uky`ooNmtd2#5II;M<}r@m(_14S_eVxk)w$wPS!fkv?_!
ztfsECm`9r4=MDVcfad)S3gD1wV4agp9%=bxcK%y=&)1ooRDT`|f`dP`)l^Gn8t$`H
zLwr4@zV83VMP&3aXLQr|(So7)jU&_vk!JS~oL_gpqc#OXMl2`X{h~2`m(T}e6|{zV
z_u%O-G-CtmV(S`-u6_0uvEW(Mh)rDi{QOyNiF8FGMtiQsVs5v+#ks9j3=PR-$XxSl
z9g>|ev?@fnD87gD^hT}oNNJMBX11CyN?*QD)Wa0Ft~xc|VpQ8l)5WDaT_;fii>?1a
zLjg<s!+EZjJOYA3@h*mK;F%Du<KswbrJh&tY<|wKw7T${>H4$jQCp}~Q)nWZL633E
z^dM&r9s1Xj$;z!buPF50QgaOq4PL-fy|dbs1<_QQ3RiH)p8TtX75p2_6+z3fjYsM~
zZ5~sYcj2Y_Pfi|yjJ?t|DB|#^d9AJaQ5XZiY%3~M81U9s1_W3B^ot3dH>h7#3l|rd
zIaTD2)sfeVV`$Wc)d91=Ei<8)i;f@Y2v%D{!;I_eo_XFxq}ou<P7^5rJrxGn6AGL9
z4}qP`IXgCooXIGCacf`sWSO-|^6PGDpI?!*I~aYY0fHAt`f7AsHfGsve80aW;Uqd_
z4~4iqs5%a$)Pl_fsEae;xn^eO!Xstwp%~c!xs-}k>hJNf&n&xEKvBZ!m3kg%?p^fG
zbr$gPe%o8kMqWyOOPBx>#eM>Gl`R6k-dp9aS@q*g%@2hq1we5hW;l??LGl)VHethE
znw8ry+Ey0E&#H)NpHZqjN0sxf1ngiye;?~)uWe^NQrXfEZMSM|&ZWVLa2Ep()~D+6
zS5d#(zw$UfcYU8Yje-t8!vjwD2yX@~wjlFMi|h*X8X3i4W7*l;V^sJBZ6W&zqQSMQ
zughoZeGL}s6k_wC3HK49NB@DQg)_HhZbT^v<`|yf6Ns(~%k(#$5fF)#R!nKGBy_47
z*-c@sZ8k?VifbGEN@YJuWEIHM=+5h-ULAk3&FZsGc9W+Jou4KB5fbv*APWBF7TD)@
z>uSMLygCZD<L69-kJmr{lKrrZzs1a2C{H8dqs8G$2&cb~sqq9mYhZK8<YE?pW&RIx
zJrW3v!nK+Eiv^N3S=R+MJRaf{1T=Y5xgB^9hyI-AuLx<nF#PV6^wXjj18L&kqiUQk
zM_$-gPf!ppVZxfQ;l=zx)9KQd@h_j4@<}$vrQot&TUnjr!|3M89nF)UroGu$jhiez
z_OZfW!gxKr0+)s`V#rsT=z@D2D)}D`V<#hz23LCmvSCL0uR@uAo=GH>z#KkMsezGc
zY@rc}-La)=trIH91Nl982MhUX&LBBp`@MVQ1+3hRC1*UspMo@!@PY`4iz6aSf2O>?
z=p+$oKD<wmd#EyVpWaVN!{5>8Hor7%{is7@j64}78Btox+8uKuJ>8akZ6C_URTUu7
zwKF;hldZSej|<zyp{ueZfdcV~`Gu(MCA_F&Ou4rNFOUAs(7TE00&(gh#_13#H0pGe
zqiRuc#pDv;7A}qQ-u0R65Aee<2B(3&NxtciwoJ5PQ|oBjYOz%^*e}EPm`2oY+rCj-
z_wwYiNbrzyXL-YaDB-q(f{J5DPaAbz5{8w;Ze6cheiwONO>cEqLnQ;}ZEL$@QdOlH
zoUMUlOmDL5yj*=L2L#NQ2_V8HbIoKv6Y^kFO|ab+kAXUXmH6LRIUJKf3I%c^W*B6?
z$o6Ax?fuck*P*t?&N^1Oi3Z&2?y&h=c1sAmX;%wr;zsRaZif%)-N?#%s671o@i%fI
z$b->)n!n@{QuoXBDZ<sfnY@a!Zuifo;>otv@AM@Ih@h+qqm|fa+f}a*#<il^Cae(@
zI>oAd*GAq!w!2t<2@YiZGk^X^_e3Srsf%5PvWT+=(6nK+;<%LJo%V={GKn0?Mvx^^
zDIOKFLrElHe6tk8oSf05?I2%!s83#atDLp<|K|2pjhwL?Z#}zt>qS)tAG-tN4SuJ@
zb!D5ri1~@$my=E2K$vb%Dm9#!HzB5bvM~uOA0;pUy`UsnUe>&BP3V8=0Gi{^#{-Dx
ziLb}r-Au;6bnsi@2e}KS2xxkIyz>Ln=3b|GagHz6B~goyTl~*#wRz#MeKgUr&MY?H
z+&3WdZ`FR%V&ivqjm-faSQJ1Bh9d$ps{qe&nf!p&JQKeaXb6NBytJf$rq0?0ed{85
zi+6G9&sokuw|KX?|9h>O=0I2X8wzOI4I3wVJM}wsVVz06Y*Bjn)Ne)mXmBDfNbZYe
z!c7g;l9`*q{NNo!%CkQ0)h1Qfrc`cjvCr*4&e8hKdQ_&rli&rD;aiRAFx#nv9@9vM
z%_KnV1yaXxtG+6*(K45T*Zx(N#qDBUd*ZwXz47B4{j+!nO9et8X5mx!neq8~IW7%~
zun|!M$sH<v<r22>Ai9pUVY+4|R8qNig+K=)oESU{jmO6JYpar!F`~C@8jG-57kA{P
zJFW{%w4bqG4hA-y_<p6wqSYD(|3Ey&1n&!W#xCU&Cr(ze5;$mW4=quyZ&pmaSD%d3
z?$%BdoHzXJ`gg2@eKWUu5ULBt%tIXwjM6gvG<nQ7_1Er2Z<(0ccT&l}xGdATr`iFC
zI8n3F_(c>v`<lXWx1j1w5GO(En$B7l-4NUp9yT4IT~>o_?X!23^^=$Sglq(Sz<?tO
zv#4`&Wo|G;a6~23m-glkeOYsYe~xl!%ZUmRhEz;(9t(lA9c44`0O-@*#KgqmAmT^P
zZ$I@-@9Tt9%$zM5PO-uI6Bt1B2f}>Wcd4S}#EvcbPL2@G5>@N82A8p8iO+~ZDLG~q
zZL3aiHg=}2Royavc|tPZ>DV&{SzHDQX?F|Cz>A|ud9Pn-3MGw@rz#Efw)_HWo4S}C
zv%njuvxN4X5qb*=lpArHx?LWAX0xn||0v2OemIQ)fLi{6Ht4<5XRT7W%Rmd?6;a!Q
z!U`HLUWBse`PSrddwWOWX?y?L@#3i@e1);#30Unoll2dz<khJjlib<;)G{C~KA7vc
z7-|OLUd6@JK0_^|x{xZ#0do57J)hMeL>>7DRD?UGcjfkD^%EJ3C|q$&0LH{33KQux
zwUpE;oog#kTUYt6-7h|Id@}Wt7=~MdZyGbn9I>sXsVVf_)f0J4y#W$%MMuogDZ*x@
zq7UaY$D?9>a}UFPr>2-1${**Ua&Or}Og2{j##M#z*>DeVg23rmR|N7lRpc<(yMTP6
z_n_gzo#ayg|CLs~jG)pF+`cd5`bE<ADw%)B!)qDU4kaXHHt@yoM<&<5Cp0y<*Q14`
zKB&=Hw;8LZTOEcUs_eyLH{NI-QA~ve4ISn#JM=AM0R6Hfn&D(bTW@k%tpg4M{)v9g
z++`6-Vs#3F(Q^}9*^_bl&~z09ID|%S8J}4L%&>fO{I!19mOrxk3**L<D41Vgf}_xp
zgt>@P;>xbw^1%|OkcA1oy27-Qytd^GlwtTx8T7Cv*Q=^$#%q1YBhPtH2wEail`?>~
z;UHv^5Ms;u1MZwA$Hxdthec%FdVcp~!-hMrj;0#Ucu7E!EimipP7{qvp%~USscF%s
zX(Vbg^75mlL+5ptU)lb`#nzRv*>T9j$Fq%C7p1hnkSSOo{|BFcpkwq~EpCr(V+YP;
z_%sA1x3J9(+nzB~?|P*<j9fQWZ6Z0hY{6Iin7#v3k2mq2KmfFo`95pcy4v>G#AOw0
z$I2g>AYR52Z9F~^ahZ8(wqRx4w;V4tG2Z<#M;AUP1)7I4AZlu^8Cy@j=X(lm>FoIi
zjPBU9rWh6tC8tlJB&UD?4Hb^YPVAfY8f&>pNg`syNHh7xxVPv6h*m!zv?kse=yF+c
zFLBmwHI8tPHKw21Ovj6_g>dW<9m)U<Ud)4@#Hh9XT7PDfGA4gNZ@LvCjhrS0Y{8{G
zJyJ5n2WCcZy$c0k=NxrNp#X7Sn5R{gmvE%=_H+{NNu;LKlW9*QOPRCc5^__jelq~7
zbc0mjGj!m7%G{(BM~TvLY^Cqoh#zQw3B@uni&ObJ&PkYNKC;P{gPru7OUIj!fG^JY
z(TKY2HO{A<Fj7*qQn+tK_qni}7mXlOH$f}GDp@qtxx_Br?XqSq&r;_lT4@xGWEna5
zeAa^*3m;q>G7%hzC9)N=`sXyFN}iZ1E@Y&ue5HKsR~Oj>Q<Z!7WDFX=HQS!Aw>)A#
zi&VjEZ1N2rK`Kt;K(00%cM9!eHJ+jme8acYug{g^0geF1a!|Xcc2w2_=){qGK4XYi
z<4&GQ1YGD8v9y;noJpI0D$HdK$7CtBP)+xSQ%J~+2s*J!FM7ctE8qA&JIZ^KZKT~?
zWz(3V#Jnt6Q>GzLWApt3rTrCA*|@|6zuwFu?*X~PDitaaTSvl>QOEYT=E8q2ZAX&K
zkOEhpyp_E*2;Kxi^aMahA|*C?`k=FWK^Ey*xiH|Sn~d%s9o#kWe6|_<q7k0WQjJ*~
zf?wQg#>Vn*WPKn%PYEOON+lz0`c7rU<H4&Aup_r;s6>`m#l&9XPrgAD$@b)*hF9Hw
zDo~zwi}7M^pLYj`W9m}qGZ}-^FW*Fe$qODFHI67rNzHCi1;mm+)T?iQg>6N+J+97l
zk1uGBI5mt0nlXdycD~>FoQ8*jwH@4_rYmNMhe(LLzxGNj2+ab*Sw4f)jB4k6#@dMS
zoP19WaA<3FT#-%Q!9MBT@kP-gLer7FRt8fmd@~&VYJ!kOjBE|>y$o;Kafu5JUnM}L
zf)b}80{)6DDRBhJrUn(ugTuvy?%x`66dB!1%PZxPF_Ld$ZnA5&3Lg&AU2TNI$`h7B
z)U*x`)K;eZv<wRBgekLgGN~tcAD5u-KMK5g8VqLO>zC4oFHFvfs<yCW{n$LwBU67D
zEXkt>aOculDhBagg|a1(UEYXVb$;&=b!vu+;8Ra@L>3pm2wr<O`BI_h+-D&5jsnlS
zP)np+J{dFFO#zc3Pwu~~WB>0#sC!*(;gIgpwt)zWT|CN>;@69Je3LR;S+-qYlp4E|
zTB_!9B;mGHUF6a28Op@`PH#Cd{*M(^CdfE5$C(E$0dIr^hTUILxD+57mVw*?1oyR6
zbsg2kq4xo@apU&kAaGoV1UP6bY$l5c9yu`VWdhs<HGLbP4t1LiduoGC<rcc_Tn{>$
za{H1Ne)1>~+~JuAb1N6hpQ;V_;F3}!;Gz9Iq7U(9Zr2u*yTg0|j3di>viIUH$Ylm1
z2ClyDo>0FWp&4i(=n~2Oy6~l2dlEog`WwSH)Xxu!gCY=6R8s$PKd^ouI`})nF*K&l
z#GhK+zU~v}?7iO`U3|gnURWt<I7b0bTG)!UlxASW3b$BBziu~isvq)YKXht(gzYSg
zRasmBb`W^S{Pyy*&?8q79t`|+7e~9eU>8KfU8G^|>ne4;UOHV!(@*0yC#H|kEv*g|
zZafZFsbogNvkq4=Q2WYk#sIuc<D~sBgR?Pot|RM)ZFr|jL?)w~{nw5v-U{Hy!%q~Y
z@_^!kXcO>9xt%|jje+8ltjQ32S!=YJi5de)y0b*lc@s<IS&s*21gy8aIRb&G;DdLd
zEv!%C5Q=}5M=*ZsmzosxT$9#6&=v0eg-vW&4eir7+%fO_X5BZwrx@B0TZA3M_eo}t
z@<jZ^ijdG(oT?yq%Dcr|L^UBoznW&_^35vl+zu3KD<eUT_>fybtC}wD;MD6EG8W2G
z9=BhOd5ahh19H@rt#&Y8yX_#Qb6Ee?F}L$6C^=Y|gL{c0($pl-xJ*40|17_V&tAwZ
zpu`|LIP${Tl6*3pWZ<>jL?%1y=jK^E0#R(UK6_|$BZ+M64tD(%CZu{@C|(SypnqIk
zyi|-T0GZ2pC~-0EvD9RkfD8A-*7|m>1I|AdJJHFTm6-i0qF=y;krqbFm;K2s+z4(a
zFZ^;^WX_xmCcne`poQ-?T`6PeBe!S-xE&H}>@G0zg%2cynwd2-<p%x+Mn#J3;q)?@
zu{1?%s;jyh3wS7SmCv5aQm{@*26wa{t!5z4r}N+8g16*WTzfdyD^s?gdw182dl9cD
zlp_9FlkcTF;3hKb+igv*+4a-@tITc!&Uqu-%Fl9L)#G=+-_&`fCMc>Bqt>sn5YKCJ
zt5ve-Wa>&_AeZr(;f+n~S&@m=Wv-`-QFvyfbAD#Fi9hPmeL@M43Mv>SYv&2a6k%%k
z^EeL{zAMy&=Dj}B`8B~i)Q^ohIn70$U51v9MfsJRl)9t#cMe2&+SOVe?Xun+l523A
z)|JJz8N&lIW1;M98hq2BcJB$~7BDR(Xl|T*>zn-hW&2Nm9*LXVe+^_0XHhOT8Z&RT
zOlOl@n&rcOg|%Li$UMr4WWgwy^$nz&<$asj|1IFE-bVPS)uyL^cl^3&%yBk%$szA4
z`!@3l!$CViIomhUhKj#ajk@kro(j@3XJVEaEyiZRAkX<;ePb)qP>y0X?)%?={kmdt
zL0u93T!C80!ed;GHe3Am?O6@At-E1KEzL`he1QkhPyDstzt(XnD6R351pZri^3R3G
ziTk`%O@GnJ&TzEcUVQjxJLRvnhGHGjZ$-Ip96!nc7=oHe-7DDOjFF1k&6cY9?Y|S4
zlBCh;Oo6g6b{%}3-D<c6m(Bis<)&4p)ms&=4#c_kj%y&Mdq$#BWFXu1p2k=T2cI!t
zU`wzO4L@}XeG;5Sa{LFfDs*c6n?-z*g|TNWQ4b?A#4^d2b{DJe*u4D54fCrvxYQT6
z@D9k?_)lM^+~kZ167JH@{{>+aY&cSYEQ`TWkg3mgzfaQ(Bik#@^t|7#;r}a~Oe{XM
z`S|CrhMY&Fs)R&lKx*PdI`>0;%9RY{a~s(J*v9vMLy1+F`P2N;`;+KSe$EMwj4snt
z#a`pYlBQ6beLa2IkeD-NURVZv>rg{fFGA;MmYrhK`HWzhQ0{C2UIjIRj*8N6#F^an
z$F*-<+qOzi2<=Tap29_(i;HmL2Ys7)DX`_^GMrh&*xoc@%4%H>C=6Rc%1!D3L~yRW
zL%}(D!IPhNBH13&)6(>A(P(!uWShH~{||(F>2urVLHZvL@5d+?fHzd*&dq%c75=xk
zE1V*_vWL%cc7&@mGu7mO^j#~(jiLbOF=OAiYKkJv^f_IFY<uvb;2rO#sS45vxKQxn
z5eR<yL55$CuyBs8p$s~*TM$f<;6(BZzwYjeh|+M@{|B-Kva@}XVGPsNipxV)MVY|A
zFa1z?e>uweIm;r_`&Qccq+wch0FVFOv$|S*iljILEH_tu3Lni7YiM^T)>RyY=WPK~
zkh6`v!O&%h&yaNuklu=K+_!C_k5+tNE|v4Dd-a7TA`u=TKl3mfBk<;{>EI<q9CsK<
z#MHpa@XNlO-&Ft_Z6joppD3VlCyVoUoY@F6#`lF$=dF>f7Fn;}M_Nt6cFdZcp}D1y
z{o1v|ShEdB)85%>1TVSf96|fZB-VfZZi4-y=&PW3IuxJ#ROS1`a)He0@z)xUUxHL2
z&roN!z`QfhyLj6FVnm*hqp&69Ny)9zDTfN1o?n!Z+Esv+YBPl&VZJkl&PMfq_!Pc*
z`JOdoA4U=97B=AgK&|!IbF%f@j_H)lC_8!mMA4>VdW=4V{SQ>Hyx3LbeyehXfps=f
z84nHLY`C-Zzq$UpN~}qB+dt4Zx^kZ#r1Il&`pkcN(x?433`E00yuo}CYUHp3>leq0
z5jTx4A8m*nwY}gz-Udo}f5;!JOBL9Ut+OriF1{RuUD~s!{{x9HW?3&tUB~UIV>WHJ
z7+&c#os*1Jeqw!;uI9y6Y+rKk^=?kFbKT=CDa0}Gd=m4{)4ApsVXAAKV8hRqHS^n2
zh{Ks+4R9zmDGO?64NZct`z^BRjoRthdz&!T8sJEa$<AceYKN}}yrpa2BuJLy#RGeq
zzCZQ?osIGk<HkNfowH+0tiMmOc&||w=H{gJ!V-*dS7R?1MDw8%mku0MuIm?N7XXcc
zCpRI5W@lc8r2xLM{6-~z5=CO!<CMqCD^1yQ5fsb^@W-XD$oX>)u!vy2<(@GI;h*TD
zEn>9De!p46GwsR*tZWS%P%|o8cWymK*a7H{L%(lipPj(HM$chC$(NIk--1NeHPh{d
zsu3=yTlkMMlYaeX3Bf;0e8+bQoU0v+9#o3si-fe(&~X{RXYDdC+xHWuV??74iSw(Y
zq~%icFS{>Waq_g@d7mXa|7`#7^v3ka{+kD;7lKW7X8<Z}85Ok%V1qkC%s=wIl53my
z=jJ{dMr;Wt@^kN00UfLMaAcEC+Z5!DtnA^_K3^PvWpQ7T^`JQZrb~I|kGP;Xt|*Tn
zyntXo*S1}8Rh|fetdSF@G&>BsX~bUp_$)+Jn@cZpvxKo=bI>ANav(>RBjG}xV6zH<
zoYStN=Xz#Kk+ze_vIQ|m=$bIc3?HAV62c=5uep0MJUsl{mv6H5rYf(xCm`*Im$ufB
zp8DRE@-fN>t*g&=N1DdI@4v%U<>N52Use}LmmjF?UJ~{8%5u7G)lKE7?l-*)gTcR_
zf`w#-F^eQ<r|<d?%19d(Oa)~S{;FB@o5gCJNY=+`A4p^}mST4Xb{aIXLpbWfe(YuR
zb+1{1zp}hE&vWZ^qm+04oHtZ?`E-eQm$^S+0-X7Q_La3$EiD!L6Pv21|7fD1smA<H
z+!*y3w~OAg%Iuoz@zQ|xgNB3a;Xv7p&S+_TM224dfzCS&Rln-NgAcsWE*?(Mrb5(<
zzYvj;vcGkgwJIF+T!nwGriQcHSPk8G<7q<z;BDGCI8;FOX&u{s7n@r*NzbPTH_O^K
z0n`a#+20HKHjh5PXH&6kjeGV~uSgdv_}-<?CV_)_z=7SsIIQDdOSV2<`J{W^r+0)P
zaI#HME9Jq)OZ)|bjp%iQ38#EmMeHM|B<8eJQUs(U3bzDzeg%D3y^b#BLvJ|ii(%91
zUjNCW_$wkQYT(eL3<)pH#?jrN<ujlB55P$hH-dV3)20)5VH@pInxi*&GrWrzra#4e
z85|{hlPvv&Mdcagz^^<E?HSm<9&%8U(f9J6bdZ2adv%r*(9YqqD=xTQE%{??>*?~x
zK$Y&B$9W-?G-M3hT6C&kCJ&d(m|mcgK9)8~0<Fr2&J3K|ob&O?J5x_GBNJ<?r3;!6
z8Cx!a$J@oZQSK6MQy<HHJl@C-d9+ya0QA09bX<G^o$?K%pYJo!LXN3hTY&G0yryJc
zwg_K7aAwjr8=QZ@gj+L9rpFzZ*86T%@#l3Ydb%S}A~sTBFR5X~<k!|=<&)MjPtpa}
z8${(+_^b?|!%RK{vAIu0G*TEk#YAJda&L90f6eNCzO>9Ft3?N+)3!i1x$|SCrS?~n
z;F~|4uek*owBG1RE(31m@z(Mk`ZPHgdgD}^hxyn-ieP)!C{b<Z4AR7F4XUB5Q(#=R
zvsE`fS-DpIPIkkdxxKc8HR1E^U`uA0Z;20cdR~I+Z~~?ATJT1WU2ara<$>TfttsaU
zQhX;;`%a&r6*R6z->^S&N0X}QE*H_&uTz@O!p6R>ZYY1}+;Iq;`#Bf3>JRn%JDjT{
z5-}()>pMS_i#W1`Uo}umV5cS6eRUI+rHy?elq*I4M#th;V5--NZov_pXHFn9?5kP|
z7RK$jmxhBAa)H<l5R00RfWMADS(YEVI#-=}CEWrX`LL%F%ge1@zls;w-E}l)K9((v
zEIgdyEiZD1Wj)l_uHWgR!(ShSK$CtaBpJ2fs?hoHlY2uw*R8Xa0e{geHcsyI`dfG+
zdF9v2@BRD7H3Z``z;Heo;MS1CE3f4G?e4rw>Jv0<v(c!l*93E-H8RjSyk^4Jy&y$Z
zD;XqzKm(e=)Z@Ob(}~Ws?)_bdbrbsA$T|;BPU*G{0^uknL1hc&j>FdaUcU8v?bwUH
zMg(gz43*MEOG~7~waIF~vhn_{PH=gRwfzk%0%b=&00*$4h{v$&w5G^=dj7=?V9tVf
zU-7}J9!PaCsopU{L?-Rn&*0*O#8#v8|C1OJ69UKjHR1`9W_S9QdULcyiB;?Zx$=W1
zF!9>w8au$k2-qnPnh_X2mVB+F+>|S?0`ZFLbflbUx+zy=zZ&OWws4T6ey;zvlxI_>
ze`?j-#09qx@$pNELsdg~pLLpB#eM(4{PESpnC{)rv)+2wdQ=$fM&Bj>F2|GvHnGvW
zYD6+6Y?wFf1w^e)C;a3ZElx36*5y_o6~L$mUg#27=ZnNc+O?o0h;k>Re6X(3dkgEg
zRv7C)^~(8cNd^Gi17<;QhZkxq2-|9f291}_WVJs&w@B<wRp02~W7Pw+!h($_9|GjH
zf5AtpEax}J$UK^$KtnA95Nh-IZs2=wBdAdb?JzPD*Gf%J>eSEk(E)6v)WfGXB;{U>
zHOVZCD{aSlVQLz&J6s$y8$%Lat!l=_Tk}N8xQV=|a}D(ZVCZ;>Uex)(nvWg@&RdM8
zN$sW<{wpOn%_re@vA$b%$&Ve~t)h}ge|MW7^A~?`VWkCn_*;=U7ujz)Ku3sq3Nkca
zRY7##Gf6QwG{v%7o!2$IE4OidBGDU4pMg46n}atP<=(g5;`%q1%eriQHim-m!XO5t
z{FF!d^?#tp;s2`*B50m&tq0PeTaH1+CdN6KWwvwTYSf<}R^|6K%a#sxh^#|5`}FTJ
zqKa|<g=N&l!930p<^u!Gq);a!YCSw9-@lNeig|Eg(+!F1lvXGTsR$zzfb86Q&+5}`
zQ)W(sYB-!mT*npehlHUuBd%bdmzV3aK;y?<<G7&RlP@5|sW!a8qV|tof2Fu4%gE>%
zq_$(j$$rH@(BDw>b(i(;;g4w3{j^$=RaKr$eua?Z(}n;4%42ptCygD?I^D<`q=(Oj
zWt!`P+{Gvo3P2V{LAd>v&Ub$g>&y#v6&~5o^8aWA|A7#HX}=OOm3jQ|qlrZJEP2W?
zy|K0`-TI07&ruXAk7Pyz%rhgCZ|m4%>DECZgWa1UKhh@3wD>KMLM1S!JE4@0_$+#*
z3UtEegpChUmy=gW6MRJHRZ?)rP`bBlQ>;!BX&=4w`i7@H@czRY%gt}-wV#VT(v`&h
zdnw|9+`g>R&j)|-Zf!xSdfu|*SM{H9X7AhHnNe`-kQ#X-*e&R9*sgIyR?fG05}w@~
zH3{5kS7~QAY6EZ#3<WcBPz--1YN9Z0_UujV^D2-S=kR(^8VVdVoDyx-cW1J=F}G(~
z|E1wVaFd6N8ZlV+p%Iv=0(G*Km5d7Y9g3}3C?VXRVx(;c?>Yi&IBi|K@i1j9H04G3
zL(}tssc9g!7v&)n%0zi3;=d{r*j=q+b%U%ka~k#ye++ZqHllUgEfDkZ`SmmI*xFc&
zpI_k)R>GM5XPCXQkcID#{KNJBMX_bQQob4i0EtQ~ykTkjtY%O+u&AB4ecV=lae?zz
z(W-zHuMJ{bkP>zz>cqUZPDE1&R%dK&=M&btnk!O~@Mt(y-Ag8s&V5IB<Lj{JqdE!}
zV-N$E4c)HRBLB&?OyA8e=%3Cu+jCC``f2hCz!Bd&9;FY@U3`=C*6#tR2(c?Dg$(B5
z1Sj?{i`FU+*QGAyY83_Qr<Duk$7x%J&UnZlrGBOnFDyUoSiD7fir4d{4FP}-(<ze%
zTc7cbpvXGQ#f8;#F=uVqO`+d*QsNkIHH0+0HCI+2CbI<anBZ8z3lgZgyQi;{WH<D^
zM~?dZBgdVf_}zCdBF)m<2V<O-ka?waDzy&XaxRQEqK!3?>??QD^1p#_zTp}=G!H-z
z<Z1BgR!BrwkLdBK+gL*n#rJqY;s$WMkD;TsITyQpXD1ChFI`Slns8|DyIif9_A7aF
z22DkY1RH3kz@1N}A36mE!b(f~cj$S$o)wJ?)-CDAJwJmUl*>K7^S_H@PKBVO`P||~
zlf^r_<EcCpsVe=OFlI_NYJO_ExbcPm9mGs`U{Hrk5IQe{%+pQ()QZf%;E`2f5)BXs
zV;d#uef2Dp2SAhK>Oau^>1-CK{=rYIbn)G<2s*Xmniwk9{=Ey*rV1pL-Q1#d-*liM
z_-3GjsVOW$+XIX`L*%}|r`emgwqIO%-~=4s#tG1ssK}53`Ar-RL-CU@8RX6m?`;U?
z&$<xTwfbR(H#rCIrZ^l}F9J3Eqvypw?a@v?uIcrHC_Vm-;5Z2zGG)RJCx})<bAR)U
zBzKaMjh`}sUd;t~$1qE0=k1&Hn+qycVf#s@!9|F31gfAIH6vBv@?1@Ruy15FI9^vx
z$k2)k>7hfwXO-d!{Ty8NUM8WisK!GwW7D^PrzZU^<1a;A2r7%41+FK=)-T&JW*u%*
zer?zssb9qZCcxYMFcB8#?|RCG7Xfn(aydr}Zaj~hzAlyiS$EsTkXvmfM(Ni_m8#K-
zMT~zg%`1Yny<3vEEr}>$j57m(nV?qk@sOP~<AMw^kAm9`Q~?QuNRt_%>y)?cuc30`
zrnjK5kJD%t3|NBk50a>;1@2O_t^EMc@kqarkIfFAO|>`-ji6&w@$n@x;*P&_j+K?=
zLQp1|OJ{89uOVL7@fbS)Y}eqG!stH_BP~Yo68}IU?t<XcrizWt<V?!{ng#C1+Ko*&
z`mWSX#Gup{hX70DQzY?+i28`823XZj>#!>?bXSvRd&g*t_k6dgs+3k_kH|dww)1fw
zYlwv3RRb!g#5v?E-Z4PDUv{cD&)jcZ+H>}6Qj={Jio(q9oNxG0=%+IS7-0U=Vc8wd
zToKhfaihidJcW(TR<{0Ya*I9U=QgV;5~%ntZf<cQU*w+X2IZ$H55rNPq8Fl{>nvxu
zkbFP2R9w2_Gr&{8KiD9x%;hi3;Cub-2gv~vHFlFltG?j$P_@WwV=$&Xi8)~ZZ7+G<
z%xW*Ds`XW6`K{TTDdz%`0XmoT&xG5c>-3<0E@=N=2W7FAQt4M4<9H=^^Pbhd_B}n}
z3*76UR|`y8l-%a>C<ArXg%KL<5?ob2NlUiSCad+OP{tVMi*nz>mJ?jZW-+)i`^RwZ
zZ0|L)p&Cy{f3SgAI`@Mkku&Qi0lIT#wMUJzl=ak{p38ICb4v-IIaC}H5A!~N{f_<)
z9~qx65BH;!1B}(KmEJui1>E)>bufGGQg`-bOP0yCHL%*AG4JM>Pa%jbE8+>D<<?Y@
z-nLrRWHK!0U#T0kYx&ID9r>QD4|_S2;=EhmIY(=euV4k>rlqJ)rf}!=z{-~zu`CrF
zsc_uluZ;7>J^NYA^X*j`Bi)NRm-hoBy|duilJ&w7;O%x{-}VqS@eS-t<(7*)UX7$m
zDz|A3!r!Jht~l?*!*LF&Qm5eC8`2g&-XnPn+0F%yjR(C$_C_VO8DW7h4{^q9k^9st
zgSmiXdzd-Bch;BhL1{Fhn5;zz+wvJ$v2DfdD61aqmG&t5;+{_Vp3Z^2`H1@q<-E@$
zVokP${p04n$T11dKl6cHdU{XwQD>9qrw%V7`}~@4{uN>89c@kejn~=Dt=7uT(3wdt
z9e$rcAM<Ku7QgVqyx6%bsX-$By<HLFbd*b4iuztB#U9S<U|i(TtMxO3^NoT^$ULP~
z%w5Y!D_AD$c@X3c)I1#ML~jZhn5O&h-2YMLq!0$o`1WE~Ss4eq5mNWpvr}#ibv#n8
zDhTodf3!9?ojFqNUIGK3`Qs5%DeT@k%9h(W`gBXO72_p_Q0_i?{u|w`EZsn#Q&3BV
zI=#AH-YSxjZ1ZbmWxB7@iRjHD!>$tLpoMmymJa33I<OWet=6q;KlF(klqyeWhwnU;
zo&AY+MHq4o0ev)_!y*1Ln~Pg^LoDf5+2N3|k<~sx<193F92DMJ6!=pGeX$RXN9U|L
z-hw{xaQs9cEm)tj@in2ZO-)*TU%6mdmzljUzkCSXaprX{Py3SBGK;*)j=%gu&ng*?
zZ8-|m4a5_Us&FiKs0q%*yjd@y8aHf&B|h7@NBXAgGSGP?b|dIXTVT{T0cv6vrAkYF
zbwbbB;$28U>8Hj<JErYq?S_VPZzP|H;ya3}M+=O>5_MF68i+f|QuO|~cfV_NioY83
zu0;P~2Xu`Z4w1N^$-LM-Pj#c28}kU?mFAIfY4&`-HcpZf^VdYoc%0dci(OLn6tXX+
z252}>nuX>0`WA3|OyNdx>$eV?P?+cJt4<NvE|LERJ-#1Ed*3XNd_CS<=62I6J8?69
zFEvKLeEFh<(T$C^_)^YaiXW`gUVDPjs|ip5kTs#knZM@M*utzlw^W;JG;ZZvDGuz^
zKnDffp7xn!wvef#;pbLf+ByLSaIl}n5i?BsI3m>S=0wk$*r_cQ4vEB(IH`06HBHaP
z`Lo0GBP(@Fn*%Wf+sbzqNsZ=!;7rGvwYR<=&3Yt$n*OEfZQOhDV_U%SWYK|>B(~Wb
z->*E7^ZLpDJ64y1=^)2`3U}PZJpAOD6~0CdTI2R#)~ax9kK>ITmH#c@n_;8OJR9@7
zp#fI}M(+jUdnX%UT=-sk;B8?`5gx&<f;ZY%TZjDowohH=!LTg8U^Cslo*c#0P^oSG
zrgP&EiG+!?#K)%PNds`37@ek=i#^2fCr`^%YOPst%q9u?gDn;jgR84ObnmEB<(chM
zVQSdQr}gT~2?bd+X&G5BEunA94CGO45~FnvRF<ZW42I<2-b)UB8)IgXzH!Da*YHnP
z#}OlkW4DhB08(<sJhZ{|A1EbTkH)ljTpgDVdPr?;0d_|W&39jR;X{3OZL6NmxvRFe
z!8Zlygmx)GcYLYl=Sgg((I>)O%9%eAu}l6Twxzz4YFSEx_gug~EfI9R|BnBC-~|Sg
ze*gab?L^-}Z(XC)p@v42taXy~j%EWs!<iO9BZUL#M9zaBzj6*KM~q{p-y`^9?+&k<
zQo0F+FM<9|waFR=(JAJ*1lJBZSizJu-iss9ChenCih1rkD!0ol0gj8ZKqdPAfX6eH
z*#X;lp@wz=vHGK-TOeUbm4r+(D>EA9wP!CSe7ybWu7>?M;xOAR8!n^0>O>^;j7|Xy
z|Ka~Mr<d0EpIKH7_Fcn2RI2Ai@~cUPrMQcUCvMrkc#~Q+S;V=e4RKB7VYy3C4sa`#
z;L+&8C7km@-u|uJrN-Ly0*TUaPYhrK<302o`17-&_FcdDGex&E{F26Jm9QW_7=qVj
zw`!|B?6iZgd<^umkgui&&w0^2-fs!bTwMTRSUT!SgO@&gWvYz1^3Iv!i~T;@YZ>yx
zX77J%*^=<Z>hspgo~8P~+`hh$-Iedr)!hOz3jI+0jBbgNpytxNwX;(Asf={}K&6R`
zYwROU-t7icb~~%<Q&ab+U(C_JoXz;(JeXZ8U9~WE{EyLpVQEBRj_x&PP^W$F#Eqn+
z<C)!#pN&t$3hrqCPZmRG4ur~7tiih`cXs{!vtw?gWu^l~VAw<XusdXv<f5RK&P7Q`
zfLzZ6VT}O!Ycz8%;g|ZBLu~P!nN%ma{kG>I*}%p|unqEXsx-B=SroS6OYvziHc{T6
zVn$O!S{$lsaiP+dgEj-e959=ujSrCf_^GRYs3zfj=6;oA@QJv{A2YD81T7f)l<V^4
zXi?XwzhSq6L96(q=dv7_E~-xPDUiNkO+A|;dz_iouk4Cur_nLVQl%L4jxNRKIyO#z
zkL#JXSe}JnwI2BF9mKNu^G_Za?Si`*tVr&L_TOW<bQ}0&ci-24ponir8JhHoxOEtl
zm-OvbZr1dv$;PEH%)qm0f9$~0!tg*7gI%x~rZ9f=xJq<I>gC%fRe59MX5%S{i!;#I
zg>ObD1@mnJpFB)O@=L`}Aih%2X52~Jp;<`a`x$E)A2Nv9ZL)KqjQr0pR=GX&eFbw#
zW%-Ba4G*$$bQ{8bQEcmQs&MSh{NVSLtMj+UM{n_I2kH-`^_v=~^&bawqQJZ%1)bH#
z4CjQwLy;`M5_^_T|Ma?!$XmyPmvx^golHA}#jYQV*T!5^%fut;{L&!tb+HVjdO>_H
zn4FFHkb|nRK4P5R`|`gy#bf<i@2Rw*3k2)pLMgd2AdYj@j|qU7X|f(;HLiWK@T!6o
zGt)d#8w05vA1Q9P$T&J%gijX&e2T&fR%WoK3$MmzPva)dXHeky`1)<yriMGR2-*!O
z5F!k6Ee0;@^tQG^-Dm#>hQ76PaB&+xN&?z>aLT`DG{s*G4CvpN`2OLE!`X|s)#nlJ
z;#*anHNH^-Kc(Z1l|0ses(DUNcu?V-*x}2s9PirOkyw;v?DL_i4YLqR)Q%0DRIuHg
zJ8l7BJA7m=0z*@|j)yjC-<k~MiV*%nrtq@{cZm*Lj<4{3d?wH~(r9ep>!Z9X6>7Xi
z3gd|=y2vDH<SEr;6K_z7Y0al^Ph0Mc9%%I4cUm3W^sM{ZYUr)s#hLzL3rzuoQ-g>Q
zv2&TqeR@GcGVUDkMlO{y=RC1cQH>D11yaocl{>b|wu?E4oStksoR%B}f)CCl1KP*2
z{L8(TPa=)E$p+U6`+T>>7(nY@#^%mJ^LN@Qf5F1QFVO#l@J_+p5Tf8IBvttKm!hJ{
z0yHkHHO%y8EgC!EG~XDiV$R0#0n_dLkZ3*kW0h?$k9h18ATA2+2OJp%sI<iP885YG
zYHR4(ocsozrn6MA|9(&+e)6xWwgWXI<6v;iHz05DK-sr~P7eQz{#tsi(wPyk2Q+DY
ztNn4y4;*jMeOGEdd5pJ+0vVt9A2LMSo_W(qYumNe;agA1`8Y$$(V!GSuEYMWw4w+>
zLt-1fX}(33e&gR8ea4~2o+Jhv=qr5L@(*<4AIQ(y$2#mH;lIe^$>N@}$xRXB;_)e;
z`+0;70CnX^EBK2d@a{Nt=A2mIefz?cD#KtYwaxQxS^m;WFj->*yH1`@uU@$S=E_I?
z(Av5J5@jEE_w!J!Fuo)rc<k!gTS*{u{{JB0b0h)brc@30%8{z9{#$A1Z;Cb-SCbYU
zP|)!qoFJ|J?m27omeqxY@yg1Wl^r8le(Q&cDYC7A6J--(41aw|`*Q8&7>e5;l}<P6
zf`C5<T>;N2u2UI->5{*!2}7Xoe#3Vwwi9EiQglA(bb`#1>l@S|X|&g~aB6fpv$A(|
zhbGaS^Sh+DZ+Z1F8pl24Y*D`<Syfvhb7Q01_*9dG5UGKx6$~Z*RdNzsPw7l2RO*50
zzdC$9O_jDnB#}4yf2pq<0tWeU>VT{tpeo4FS3kA3SllNmmPuU*pnYU2uD>xv9x1nC
z$M(_nBUTK|9GEkm>p5AD(p;R<l*z;+9rRtTa1Ig@&sDE@rWKt}o@8vrgyWj4ii>}L
z&NiJ+KfHA?ux1zVX7$#@{(kcLmo(JrHdq=-n^F)sWkSg#;J*3e^Ab)Mq`gJG69ZG#
z{zBu9|M>$xvF_s{`DpV0I6Ciew)+2#N42!7R9h`I`=DBT6)~&Bs4t#s%^=hkd+#W%
zuGmFuL|dy?QZsgp)+|~<tO!laNbD7n=Xd)1L;mA(<(%_5@A10tTRZfq4K8pKpVwfb
zJe??=DFH)McI%l`+Ay|vPUm;~_g`ASqmQp`kT0IK<3x6|i;J`k>z`#{4y(5eerUjx
z<mVIq&6z%PG@-uz8Nx1>vY;7BY9faS{_YFlvKz3ph38;meA9p1&s6=|F{~dbJb`z%
z;L91YsasF<BFeI!)TN%kq|Tw4*4IN+pZ8}A_{Fgef2Bd5M%;1@bUAu|N+Fbb6sU-A
zBxwbcc=!3DFWAXMxb4+4uFmB^TuxNA-Zs7-3j?k<AVG2lg3i=Q_KSk4)@fOUMm3ZM
zIdyg`V`iyJNN&6j@nYKI?b)vFMp2ORy6!!tyS#*(GoB14#bG*ZFZ;d4Pp}nW?;bM&
zsQ^#t-nKZE=pwz{+oSW01>}su>d}-xa}{X4YjQp=)O}5k&DZU?^FP-ON!i_<W3%G=
zhBCRb8JIEz_IXF1dZ84vKi>1z#lxI0i`TO6vH~k2Oz8RQ8*NI?$!CUr3@Uu%-v*>%
z2?j@=@)3LtDmR=K>lJ4d37e^F2@jcNsZp0>s8xH-zl)e&)FSB+W=m{oo?LEN?a;9b
zp2enTh52mVh*OCzGME(Kt4=<znkDc1^VhUWyu#V6X-E5SM&k2n3^^qOtz>oHQh8~Z
z8&-w7T;mhcS}5&BbEzi+T-p(;OIczaRp4cmZ`7MFJnGMP$?(QzcwfgfH~;y8{;v`z
z->+iis>Gc#d}eK&Bt_-sxgw;@{zu|lzJkjt2%MPFM4d>$*59KeZuQqpL;qG%X3*_#
z054sb@N7iH?P<QLy8YlVH^=WXav*X(>HLS_$%&iC7k*?^h}zt69BdISy?0-zYF0R@
zpRX8pTsGr66T%x6ys}s8JK|AYKNthF(5k=+MQ8M#ox$*~#h|~%!R48-|Lt`SYba<1
zN?+1^_u9tN@NFa5LP}@zD2`7Mag@jP>DGu=Z|!o1k<Gw#C=f+OaU;18OqjNzQNXxt
z8~@}}#^ai{%mCkF45!omGZzy1n4&DKW6x8b!8~iC%i|xi+yyy<(CVwtlk*k(BwH-)
z-b_C>>yM<&K-ya{0^&0h1dDor8lY_Kt&Y-?7W(d3zWL{yjm}e_k&9jN>iw)jN7EX4
zh^6KW|1A7L$YOt1nr+SpvwBFDZt@@;pQmcP5)Rk#AezL)%v1#1`i%~2Y?s7a+`s~c
zyMW;7Al)p{mV4^pPF;}E@HmHd96M`rm^+wt?bF0W-SmsByOUq)kZyaYo&D_m3B5wc
zd0RPiSK9JFk%^}GDP0rj@W@d<WBNmiXPC=hJ)+t6lyDHrV@|l*=7p;9&0j{|p@ei$
zuQ?0z!>UotLYue0%0XlQz<Yg8ea(W;J$mzqtsR!xa+7J}e!%wWx)q^fbwffpR(~dp
zi9XsGosMC;e?5Qm!_xROes)^6`oi;m-*A4R<PEPCKdti>Ki74-B_D6U0PxPcf+4e9
zXM5F2ak4N0*<j3U6I?!u(cDts!mNX*9F<PY7KN%-GQRGx1#QQl<D-m-k)fz?GUpm5
z(KYFAhQMoeyNlM2^Q_6(Fk$9Lfx-v7<Al|1lVAv?aK}==3|o5ww<Io)zf6ATF>@s%
zt-_IoV8AyYtUd@*S0~8?3JDj8`$l6<s|{EyY|k#n^$KotKW2bWXYme}KRT}Ptsf_D
zMnb|+gAd1t1dafNmwN~jr7ZyEm@-QL+22^EY0cFF6h7?nAe{~pUl*jlXX37*1LVx$
z*IDpNpw0o~Y#@ua|B{cb8GvuOqY9Gh(`i#}q!=tvXYZ+GbZWQ^SlB+~yerju>a6(I
z!F%e6opAfOY}V%(u8GU&pK3lbg8p-*thyQ`A^*IzQE=(a{JqfC6-I0Nln%Y2{=oYP
z3n*QTQFLgv5<_xl!64C_U*n@tRQfp%Gt)Nhpvj51;W?{?ry!rD9B)~0ve=z!q~tAs
z?my~SVRO49$$JfF)=a0A8cE<x9I7W~JsWV)39Q8G@=~(0`KC`#Zon1&aPkhwm%9R_
z5!GDqoo@9I9)6&vZ&YmYEKC(p#vgwd+>WfK99V(*3BhZC@yRkVb9cv+2(z*N(IvZj
z;^*g30M9W)ynEQ>V##7QSnytimd?$JQap--HQ?6g+?_rYrMhTToMIs@Zj4oMI;*pO
zw)MqGPg8ta2tIhX<0@p9bCSSR>4~Rbw;8rQFa6M$soD+6ng>)K-hzmIvLG}3RGTJ~
zhk9>3Y#_C>F_9os-Shnv+oQCMv;vfpVooo`Zjc7qh=NSuaW12lrU$k$_UqURd!{OM
zQy!f=vvNIap6D8AeETRPlol}$80g<6?+rzkWG}SjQc_bNB!@q#OJ;9Z{*{5lKTmu6
z=2@ua4!$(MVM^tILN1Q&b}87y;Ti4j1)g(4W5N%Inna{FBUp?%QD;YDKdwh6F0c8q
zGL*x|Z6Tijesfi<eEzZBP1ISPq`t!K07jj2JEx6~Wtzxg-%i;(OlVA8c(e~BOL8$C
zFq^U>-P2Xgy%@9Ro>QAGuQ)3DhZWS<)HwjV+p>CD9eW)jt@2_zFYl(knRKJ@jNXO3
zc!iiiw>zbf1tPXQdD^pz?tpJ;p765Gs<HJ0Xh3O+vHAAPZ+vLx=X}}+a*g@j?tO|O
zjReH!Z}kc$WZ(^AG*llX@yRx#3|VJpSYD6#-P)Su{T5UP;A5M(FWb1K-1f5D$r=~u
z)Q(%Rz!Ilh1$y|R*|dUelP)1~D%;~-H93U8pCpEpGH~$H6nZou;js~N_KQHkA`mYU
z7pRzg5BYK7wIB$Fykc>_RGOCAELr++^$^wkw4(Li%m&6pw;%YUu!UHS&E#Bn;bWQl
zZg=&h6tSf~@eo0gUiJQe+T4r@T=c{5R3HD<o^8mPyTkM6BMTh-%`ADTt^c!K_N!tt
zvC)2*soDeIlpCWN*|NZ-g+6(tb702P$DTfP+38-Y^+nJby<Rb)O{L4BI*(h{ht#@t
zu1;h<RhkjYT(FgR=KnOlTPSYC^z(D_pIYXx!fQY0-p&Lw_G@VqEku*7OO?&Bx`4rJ
z{b3x0@#+8`?wI+n@_~`?t8~LXP7wH1d(D<x_QJ-60Uf+w@sL=xt4CLQ=zH;W?Fd?=
zJ1VG1QKhs<7%OYrRu}2re*B|FTlu}z!{fgwxA97JX8n0KO(^>-&ffEJXW98X9Q?x^
zFDf2X%xc|df4M<M*sT6L&=RIn5X5K7#V(3a4g*~R^$*#W2?;Tnwnh=uay(5s%O0pr
z;P%`+Py$ME7<c3R^K`JdGft9|olh)tsg3pD&6Bq@MVs5)Bg57e8Flo?^$~V_s^@Lb
zLBB)z!1R<((l*fzDh5b)?D53XJv6WHkjU(DU#x|$RF?VqGm@oRnZ5j{9WN)hi*QtJ
z8-BCp*E4?sTK*+3au<8JDx~~4M8XyC*WK?mUT;rAweM#^)J}Yu@TmF&MU|r$CW{DV
zkOkkTWxs(oJ>BhoedV#_NGoUVM3<DGI{Iot$Kl{X_jrxPH)0J|r<zJ{jkuRIP)g?7
zt`i~CM4qvxFB^C!``%*3Hqc(2Tg&pdujsEs(F8ob1CrxhcyK~NsZq}N^*3Y27snLO
zoFTJV1aj$fiymKk)p*o244yA96vxf%)ljB_qYNyGjmhP)6eH>hJbO1+(_@dI^oK7C
z=O4{YD0{MjWFOovBW<lcgiSJTv}1syd+lNTEaz2oYfi+xa7@c)SlV>!k^Y4iV=H(Y
z0nPX*K`t5%t#5f+Ds2Ndod%o{X?TN*c`VnRAG2Xf4v-g?0`JMBtfPj!d3Q{qi1(Vc
zhlX1LKOyk7*ioV(XJcQlbSeudWLfw{LXu$_>gjIGMr|vg2!u#S+I)|u4FQx$9FW}C
zvhO2zBq!58BJ*ysT*gjtxokwbhixGtk5r1z>kRNKHSE7Ihxa2~Zq1UE#f_zNFBy0(
zhKGf@1MA}0g7g;qq_&#B_K#>_5Vf~!wjPxmZZm2vk+LKSb7aY6O>raq+6*)(4unbc
zKDm*qAlr1#+ns+{F+KDfm|Eaf;D(#9id-ce?5;F>HCtz@5Ze~%@Z96p<O#gFMzr4&
zCP&0yz~6;1fS{*8joJ+8BymlQjff`S?F|^A8?&1SrD~)h(nib$cYb{cSTu#oQ({Es
zTWNRhNR$)z{+ecZz^v%@d!&B<^2!cSX#B^1X=GfKu#$+jl2=Jt>8!nNaUD;`?}ev^
zE<&sq+P0F4V><l;rAu;++9Mz_3;?#6AaF{_%4ILCp7<>OTJn{Xh4?4SmW#_>A(t&b
zM{+4L^-aW^V<xiyF_PgJOiT3E2vi^OeIX3PnZL6{pm(UBJ4n)hAIGW_wb+F2>bZV#
z_kkU;cLL)*J@cuc)e+j5^LS*k*UR?e=rA7d;@LA6BDVyE-_g_r!@#|#-_BR?`&Je#
zHed_pLZ6Ur0bN?%@$iq}W1F2T@#_24$q%K78p}(9`(5#hzffR4-o90e%+5J^x!jlR
z99CRS{iH@xnCNyu9x{Sl{v>)3dlWiKEI$aVT{TB!|BbG_u(P92?Tx4A&9pUnB&cm*
zE~%4{g?ybPA%jw*8<`ApJotl{!s+Y|e&GF>*6p&a{WRszAWxaC)DRJ0wZBfEI|;Ub
zy&qh+2pwf+lgNp4{XXtqS(^l{q&l{XjIZ}^nX5jJ<5I?9e+gia0^e}HSB4@h2mb@f
z+~a9X>bOv<?caUcU7b{MeR;frMqM18m?7g$d|O`m+N&|Eh|sPcK1};qCd#)cU6arG
z61%Tja$$VqGu31T_WOvC$A2o&m!U~=5KCk288KH-Ui5%+o@>-Rpw>vp35*?HB}n)g
z`~3&%moLzt_LBa%f~~4zI>fqeaCv3zo11a!zzP|;V~ejj{Y$Z%act^G;mrN=aEBS=
z<fxF$*Xi0-+b_g0V45n@ESgKnsH>>hq*QkI$md`Uz2YgL{g-fPvT{fZk+%Nw{N+z?
zMx}SGGs0P?)gA5Bxy&#7$49y|C(UC4xx=4HMtlXxgS$cjfRBLV*5oo@u{atA*|9y@
zx0i1_fSJ0_Kq*Z2(s|>3@a~84{GD6k`kev8g3DrY>QAW1aPeFv#=T9Fsw*Z91)6^F
zEu;Q<hg1+^@ePPBETx^FUTYhhi#7{6il${OSpn*uwkW$CA*a1}c2ZK_-C5B}U->07
zR-On3<ULQWA6_H!tC)<=*xvhHX8-x~4MV`Mh>t1JNm_lolB8DWJ28i;v5(P-xvp<g
zCJmuu!b<X?N2#!EMJ=Rxo{Zyvph_`BIiM@u+(~{>@Tjo(Fhw8l_oK;1v_(2;<F>_m
zkuy8%*B*^1pF7hP()Oh>8<enddi{9IJ}xJC@n+Qt?8J`@{q34TH9=%LHGTY8JGS^n
z*U~&HP~YE6_fqtO>R)w-ITKx)S!ekgS>BU*x}7gHmd8)&hDVM)iXGKiJ3bK@#Zyc3
zt5CyNj&vkXJWrtLKP}4Q-+BNioXU$4{*0<M(C}G6`ZLD5jUWvGP<hf-3~rEf>*PZp
zzjM0ek-kX5&pc!lCmHD<e6u+Oz9~;cm*ag7k_=;^r3{ggDCG$`G-f6-i+A?Z(zSc~
zVE(@K*!;7)P-V<kBP`oGL_7_1QSUyWV2TT<oA)722LF>?oo9iqQi-9$B7z~s?$=X8
z!<ZP%@BxL6d^;-fqZL>GZHDuqn(oiZVLrJ)<<1cyGc8ACkjaExJ*1HTsVlo~)4!^W
zZhl?6ox{9j&h2`k6L<yD)S;Zvz~!+5G`SsSK&Pe_`f+G2-d^|VN1w@0R<}a8IvsUe
z)q7&#pI7VO#ef%VmJ;<AOIYtsjtqdo><z;wy`RzMNU4EQAjpg<Qr-E4TYBf=-?<@S
zTVc20nz7SGBPTW4OkL&tPgEiLMRi8Xr%u05-R1XcJp+{=Sl_bY8hy=Wg$1*wviVCb
zZH{6!YIktx<=JGr2P(uZW<7DQss025s}QOE=e%3zHr~x@<MuK#ArHw0QXg`XPh5OO
zwtqCHfuM5f)9&`ElNtrLc7HruSs-r=`9#GQY!WV5{7-)ti{B%J%ELYSiv}A9_p3WN
zmN{DiVSLPZ-@e%Mw~Ha+)JkV!(ASFOWp>Z$$T)Bxne2#2n7LDVYZTCm16{G%p)h)E
z*aGG^cw$4`JMt@cw~?#8GJ#_GcR;D!;HP38S1JDu1Ko{)=|=4Ol;0O6eYfz}V0Uwt
zXGMVm;;iWrBHb%zyuJmOP=^XnVj^MqJ*DvSign<N+B^U<cT=8j-6zP?Ff&w{yYnw8
z+i`lN#N`tt!)+GHGsfRlT$s%sSk@`FL?(&v^=UavaaoBLJkqsz+YBp(7VK@W?CrR0
zDb4){3fp5wg_s`U9i*_&_|&qNZ_JeWer_&6MIQ9CE@>FgM@*<@xyKJ#1d4gG(ehY_
z^#uLREZ9Z23{=^2YrKfB(121^^++*eycG9$>H!S&HV;0Rq!qnSlnlCPz{f6|R?s%M
z)1wf1@zlD*!;+H8g>fHSbH%y_Rm?*$>loTp=P}NSm&o~0b1L}%fB*TSbE0)*5|CMS
z65Zkvlx|y&9l7jFz&SeSrJwCvOy*`6NVZ~Sy}l)*7HF6n;ca(OjPsn<E=V}m(rI0>
zkIxx1A(w8>1e!*6obR%HwbwKp3XEW1jZUVnK3cF4yZ1c~h)Sky#RtXzY(+$uYHw=v
zYk?zFTt6X(5s#{+?w-L2Dv*wQOOIpD@<AOE8I+Bq*vMF+NA!HtG<YZ$e-!#V@b_V?
zr0y+o<ckI~;HdhuqTL~xV6QbTw6>u%!zh}sXs!rqVaJJA3xCvk;WI+1J3^J9*8oqC
zR|G$HiG7h-;IWbK8Ej8Ggmy<l3>|2<1{!B`^Zfn!+_e=u0eQnWw$JH5TrD%GmfNZX
z@+MY(5GPj1K76iIroE)eYh*_E&y*kV?ne*wtrm+ow`pPz<(b@jU+OD7H14!8*VHF`
zx_M~pt-;F~X=(kWLdS#=2kR?&Uz7$%Zafn(6N5RmY+4C737xf_$d??dvVtGNvCTMR
z`?tlwgQ%0e=eK&Y5u*mL4<6DqIR<aj9vk0q6OmqMT%B~}B7+ppQu=$HZ*)G843io#
z<P&8{>=o)CDRfU8I<b6Tw0x7mpzCHph|Na(ZpOS%GW8XW;Pxk0v)Pa|qFyOss2w1I
z^3FVTyq9H{R0>{J9}e#|4KO?A%<wm5O&Ca#p%N0_i%@xR>ROJZ<l*q1>m#*<-CFxy
z+Fs3CfM!22Gjs+Ez+N?whuCNx=aYE>KgXctR)0NR{98&e{DK&~*uL`i)xd-snXkpf
z__a4%-4UByQc};p;xgZ(aH~tWxqUp7uhGeC90KUn@EO2eR}JK1L^wHxl=h=XV$Qa@
z$moThEV1+nIs&>cfQc62u4_(To4d7`^Q^_$X-Bw?g^u9vfVY}`7FfNt3YXsSGu{x8
zl`Cmp3Du@bl>fypqJU@<;+tz4`q}<zm5+ZYUyV*lZJ1?A1+xbxe|Jaf!v@x=KFh7!
z`5#kXKB)siG6f9T5zD@sil-gj`F`9piYlYF5nX32YE6L|TM{x4mt1ZF?*RT)_b+Qm
zx!SGJ%KZa#Wp%isz|iEm5%0KwZO)97^_}$kMYSh43o67LM)@@^8S}IXBg~%Z3yfV}
zQ{Sw9>bawKIz2YO9=AmOJqX#(-<>ULTbh9a)<TDpMQyED6{PPAZ{&J<I|~X=_K}i5
zlH%|F^Y!Gbz30lhv16(lCrje|*Af2V7#+U=yX{iV7D@#J%20wCuS(Pv1z4unV1U?C
z3VO~1LNUwlx_fu+h<{_mn<U%AK1a^))f(H;deSIkpx*7`vMW7owyDPY6+APWoL7_s
zS8J!ug-w{l=h||yialR|{h%)DUCpim<mT7)nNyig9~iBd^v{7nhG2o}c<rEW!650c
znRBh*pc$TkdQEGdlP9r*7BKnNrzvWJxZJjZhBRr~Qjdw3edQut8ve>}7Jz)eoNTLy
zMM{b?Kj+-8H1PSeEZ5%d)N0s3Nncu8MaB9QE;)8)`*PjO6rF#ba>y;pwQDm7EkISr
z`l0eIQN!j=*TaZ(9I)z}x~4NZIgK!K&`UD2L+Wb_2=4E%D7G#h>6rr>tq1l7KNSqb
z0qEl5cTk`{o50Im=%(+6`=O*O8IME`X#*Rr6vp1s42moznd>MTKQGj%MI&tl%<lCD
zAjd6xNCBPFa^tgnDeudcGuN(xR|58y-ZxL_u3~$i;wya^-|PN%03&qlAMg8e`wq!M
z-}J=ML%)Q2wa<a_oR51yqg*a@U;Gy}F=x}bc5Ut679Jsdwk*KU<bdJhK8@eQ7v(I8
z`RJn1c=~oNakTidOG49ToXE5CyJC`BY5nVlef{TCU|&`DvLj?ntrY_!(+!>=PYkv)
zhV;>M?SK~S0AEj=>;F2vZR^S3um=Um%V1k1y6~rf3qs))%zrUafh{t5Et2OTs8eg3
zDT3z;wBz;8Xfo_%P42}B?bLB@ODEQ=PZ5158uF^zM+}R<)K?-IuL@t4j|1>_=Lys;
z${{;eW#vV(DraE%-P5U62-4|OYvFty;x4BIkhnd)0FLj7-lfj%+4R_$7Av$ac;jRt
zIo6M(L}+dl(B@!_)%>K@8?xmJ9w(y1!hqrqvXpXvOFsc7{&*Jha=T=XUBGm{i2HkV
z(eqRm$#@gxE{t(mc+9g&q0eHsxJfU;jAVm(jiYU|T&roiXL;ldD%q%NBXrmB0AT*@
zfmiTiP~Il<?REP042O$*UtbTK=~5><R^&<i*$c>ABV7B?pZfX6#w5PWaYiya-aH+v
z$Znk%EKl;vJHeVzcrUs#znC%OJJgngm14Fqb9awl`myz6oL$I49h#;bH1htefKYYs
zv3*;ePnpB?jE}i}lO>COBu_>^DFvmkzKpc6^}(P{nu#?HRgVUS<t<Pr4m}s9fK(n5
zCPPbiUak4tTv@e*Ziw3L&S8)^g6BCg<t|vbO9j6E?b~P1Q)n3jQ!@wUw1kb$5inZG
z!iAQZ!OSi>5zfYx5zM$vZ2s0`1-p!}9=E|xIwYdzxmbgO&a*(Z`G90X_{LfQ;B42R
z|EB8BkEEYL13piE$ax@Z&Zu-&_+C?QbzE1axx)cN*DRN|LD?@PyM?36I=}V+l=)vH
zv!xjRP2pp`O>A6<5cGd-Zz<6B_tLo~x9pY|In31iB%c$S^Ky=i_aTS2NQJSDdcUjT
zZ$ACr{i^d@J1_7LtUb&}=4@BGkz}LjCK&8C=@lHaI*x~kBO6*gAq!U1l$tO~Z}uP9
zGck`|2NZC?qmS(9X1yYOt*#`9jS4|^=HQ%wEO`PI#wOQpd2S`_QULz+-VY~Y_`njS
zQ{&+EB|e7Q!W);jJpz1>K4G3ZKJ1xSZn<ILEf_3$XYp3!(?^d@2rX)1Eq<_FqE%7u
z_*&$pLnsWM*$%}&2)AsT*A+P|c#QjB`m6)$(^DDTRT7QSl6yLHHbx_0*u>{BVZQ;V
zr5t%j`+AS@k=*^cZ|4?2?F3d{xu|#aJ68;K(i%qRF#jobweX>La|DDIg(|p!hhKf%
z*?&B)Tcr)yV*4i7Q1&HSF`IdzJ~1p4a;kMXFXHbu+|T=DAr>HICMv9;&jyp9_oGJq
z(R~9@=#|lGss%8=(w`^?M{Dn=gmisio)0)7Y$d}uehmR)koLTZoM0G!;=qgI?zX;u
za$RKVL#}xV8js!u9`}su`}a4YRQAnm%eGN~hf{kUJQ(r7!LC?%F0h6FEo&kxrhkP?
zF)xOD9-ee{`ha?_JluBdqsp<i>{}9uU#o+Z&h6Go-UIisD$BV2^VA~pJ<fEx{*Y)a
zt+F?VCtBbH<wT~Buip_bo@PRqOEwA(V1Dy(F2dSHn3BgtAgucPS6}L%BNAL*rm%@s
zlAk;u)IZbDVEfko>U+VZg;q%Bo9G8iEP*fCCKA9xy#mcVKyG!;3o99yWBDv%lw~Gx
zT#ElL_ChHgIE;)8?l7AR7l{J15=ncLVO<6{&x@o%IS05U(X2b7X}_KvCS9@0Ihp$S
zRB~GFw#-Fg!!?~E=gp24UCYnrN?&rI(nl@QfbYH=JsPW0b<MQGYKD=)NXvy)oli*%
zYO?bEb05S?Vnyk=>f}@MuQ%kSU#q=GV++mX6J_)JL-sG?{vRiT1!7+Tfy?LG!fml1
z^BmeE;n}O(SlIO;(z_c~aJQ=Z{=9ZInQ(i+8?%E;VN!iv!<lbj9Hl~F1EWKXdyMZq
z&MzMl3)Ten4GJrqqnYaSCx<=y{dU)$u<J*I%k6u3+RN)w=v3e7e6G)bG)1^Qc3{`2
z%d1;L6@CJjeBE3f)6me5ufa|S`exo%>4(r>ovT~!->FiRKT2!Y;qjHN-CPBZNs=R-
zx5dbcgq{OXH7QPA@Co|1eQ99~2B<=?BmEw9PaLAM&H+ttqKMRtq|{L*?Izl99Hw+J
zZ{S0s-Z1-NF~y!;f9ARbK^DA*H@<~3J~=%-0HYx%=}f6`;gN3o+(&2BD%~^tdp1TR
z_M>+1)Z($2Vd6#J*FBNWU;zVgPxRD)tqSs;U(djFaG1$aX>)8bNANT(7lNhG*Q4<j
z;X578=)~x2C25>tS=X+UG0d1kF>aONiK%A_vo#_8Pda`?6=PooR~hUZZ>^_$?uX&5
zN2-i2;HG<M2)P2TN<A@zV?vKUx3dn8xM*~w`(r9*S|0h@HzPQvcmlX6`2LgsKp&Tx
zH#fQ7{TZ2h)#Y$wvu1VsFrz!mGaxeSrmn^VvCEa8W1s1>J9JhMwQe8FMayknOJHb5
z1TDO#Zj|7tMOm~S8q8CT?|JCJH^F5|GB6o)wA@5{MrGqR#@l3<W6<TWTBWS3rsp)_
zmfOcEBW<=qqk3Vd{+#bz>Y3y`f9XC~YZ@}oSM&KWs3NpMX{L>qrV@DHU1dk;&XQeO
z_-uu|*b?9Ai)QSlH`@!&zfP3QG7dYqQy3cSiE%CW`{<3{3Gr+WGxnqGt!^uHUx@Q2
zkx7ZZASvy0e0}R3B*e21Qx6^Wd99ZC*cT~%lAn&+1}`H6Y)eQ2rS<i@wz~S22bMKf
z^?5Y_s7Plp=w|%0#9%O`KIqjl%(;v#)U@^p4Q5Mw*MEaOqpgOVtQ3{;{8yZwP={`~
z^V4)MX;@MFfiFR(4r44K2YW~dR1ETzC!;FIPl^r!?^r#7A@QH1eR+vaFF6!@ey6iV
z-V&-nY%W#(kv=gt!PQm#;``pk=O!v@Qk2SV=g13a@P1|3IZSm;K>h>e<4Yl)HMYU_
z0ajQ7z(6jYT%VW|0NcBmOS}fp+~ydn+p1d@(&Jk@*QcH6kWm&sVXv|8ykJI!MBV-w
zcI~PMtIXT-DbZ7bYOFZcSjFi=%HzdxO~^>0rG4Ef-d3%RFc_R`0*B(5^|czeWSAoY
zeUHPwd5pg&$Kd%_6e6Ci*2M=QCS+57aC1PV&eu0phujFzf^?nfQRvU2?g8K)aQN7k
zAP;~B6uaAQb*(o0&OXo|Y^zT)&I5O*+qnCf+@~Dfi@ha=<zMVmjV?F$-R;gE;OW{|
z=l|2P@e0#xGEpyZa_RWNSk+aA*@eU^=?8Ox9nUUv={PY{PxQHzJNeLZDx>i7-S(^_
zn_WtfiFpkGNc`^)=`ctu()cC*;rRPzp&krp=)xH9+fc*}PWFG*QZ=~Rq`w?i1pFzu
z9v(ljKhs@SSgES(n04Xi!u8wEGQFok9Er1RXM6c6IUmh^rlk#-uo%edPEBpp^&nIM
zey?n~+3rkO)=c6(5q6Jhuy6h~?lG6>&bT93@o1e<``AC}=Wb+3H1zYE6oT28fKX(8
z1s+XjT?11dvm60<_teQyX>3)MeNk(>k35md&fw1e_}R~^OIPKqrF?x+pHoXvnAYA3
zn9k)z{&lCOSD5>Q;X<bAPscPQ;P?imkzuqQ{bLM#aAT((h4(CWY5lt-9yC7kaEx#?
zXqGe7ahx`0i31IWNRpk#QqAr|Lh0@^a?~oad6>q@4?=R@e9WJ-!-}(<k%5mM<vnRA
zNY06&&kUH&wPj?bCIHfP<CA^HC;_q}GKK4sc3Nm@yXWyb%SbC#;Tq4Ev|lON7t(tD
z+j@noHV?YDJYuioDoHQy*9SBrE&q4PP>AcC`g|Ufcgq^lsriGU0}Y+=-EDsZdC+9`
zt$T6Q)09xKclaL&nJwdWZG!I8g!KG^d82L_v>5+06gA3iK2Vy{{S9?_KlL{XttIxk
z*9j&*51TM)5cgDd+|zk?kQk`Pp?q*(*ekpktl3s|B-<7l)<C;0hHAJPTo@G*TM)Lo
z2-~GoHxoUqZ}Ef93?!8YBqt!tHA1G<1)n;ozzNof)`AvsX-@fDPf2`aLC*bYfS7$K
zc>il%Xl(nV<FLrRni@;bDT}Uh-$8nNL1KOgzPQSm#2z0aE3z;a`J+GaeAI}X#2ah=
zO!3)@8+Mz8z5z%jE`RBY!y&&YzfBQHI-M6%1hElI)IW*?Mp}324QENxxKmBHmS#V`
z_un$kHq9wX#|+7$C#ZAOv^QP17VHgx(7S?M>}H~=ulRGJ_gwn(T<b0_oXNAh^Lg%7
zF%p}^1&7aD0qzZ>RnIhD|3nO*;z=!)lpNy})<_0-(yxDL)ww!1HM3_`TT3We^v$lX
z^9eju+1!)X?1a)8b=cjsodU)`VdqpQ3KoYKotr-7cRU~COg7TS2pf`PShk+*`)yfu
zpT3@09OSCSx%AJs%dJ9#DcNa^yNI3a-azRT?&R)g=}EUskU7y=bh&J+-?V9ks+Se7
ztjexp(L2D5DYSPOfBo^Oyx5!?uldvYyyx-XIZ1rt^Ql}*{Or7VdrzOQ-VYEel>^tr
zw9?rW6Veh=%ypi0qJG>YDqFQ<k3%-F7O<(A8Y|_uo<P7JunCdf*VuTW!<O(pXH?-K
z%p>+$aScM}-&U7IK8uZ6ct`BZLxW95xNet%_%H8tkEtcsGw&`zPa|l<SN3+7(Za5F
zX5S8OG*i&7hXfUB5k^}oJmd*6dynbRCchN?>!iS}Hc{Gj>WYhx_PHKI?ZEcdAmlQi
zpyc<IE2<giA9@XNR=wn$tJE90+nu(GYf#eqihExiHWllsJ7i;Hzk;dRE&jO+-`od~
z7}`gJUg0|l$2Y0YN8{E=eKo<&(v)mjL<nWW!MMsnX@%+9xpqy?fF*L<a9482k?riA
z-47bK)hqUAAW$=tiS+us7>f0d;&nARP`YevI~e?_$R58VhPm{GMVR_2{nPw*z|?z|
z-5&LuQ3AU4#E5iJ$&JjQ0nETqzi8@t1<^3p+J@L<q>z!cpX<)}qmkH}Mf)mPU2gVE
zjbSx_eL9Ig@mksHFZ9Z?f{8J{vxkr`MJj4XjQF3GvN|azj0M||>VLN3{9otC)QmAs
zp0SL01-7&6s&7}BBYuzkObfCNYFbQ3EW(zm_bD#>e~k}fug)Hm=B?glQS|CULY_R|
zj;?mu)CY}-iPBx<QPN8r3IBn3l3y-P+qEQWIh}Kib<kTy3ZOrA3MN>Ob!yJ-LziKa
zqk~U3!Zt$nIDP}u6Sza<$@4$DmmwpiBj;SDe)|t5j2p0~&@y}fodo1QuN=ZhsOi4R
zAz3y8qGi2-ERtpY!~V*Hk*s!UUHwJGtP}0%4YvvEjzrYM{MZRiz;*i&-dnb#+jD#d
zz=TKl$#Sb~+xHZx32}r-cXqU?V&1;U6)k~)a=$TZ|M&8r1kg16e+c(7(U-gbG-uM~
zSLX;D!RrU3t0i?o1ITv_1o6dzxlL88(+7kCi?xrdkU+aqqt<4aW4az-bs(fi^}7*o
zN3;31@~IrrV1NP~AB5WUs=%LbQJ2~m=_<G#6U<HYh|iOZ89ICkpY>|8+2tMVdZH+*
zOA#Tbt)Nqi*uraH_;=JPq7LH8Tli#A`l1=gXBZ^;Yd)wK#1(gVr<y~}1RA4raNt{D
zH9TGaC$hR^9iUSfL*Q0V=aM6;O4-GSviaSj(pM!}f9-U1bgpm<s#YxoXm{=`xnVl^
zoKidD3fE#cgpLFK73kk1&{1o^pg05rp-fZT@x&}TgkF!mc|g#$j83TVvSf+^Z{L|F
z7yYJ8+T$7l4__83g6Zt#<Z>|RPqW|j<?el3v)7-IT@!N?V7<A9wY$!1;S|PEmFF|d
z-;fXrrQ{8*j#`gvS9+Ph0dQJ)reOE==vpnbySP%E(fOOt-Yd$lDJkx_H%%LqY2haA
z<R@*X{dB1yDQQq)D4SJA!emsczBHQhxMh@xgND9yXf3CW{7?Jc<G;gpS=~YBI!xm@
zmFoIp)g;R2hECw@%L2dCabWRs;D<4(-UnW!?rmK3_^xE^Up_3rX?zuY`c#CsAfS^>
zn7xjl8EtQg&Bj5Ek2EFQXpizRKxML{vgC7}Kdq8RQ)$W=gx+-gd2NY*cwNvH<0zb<
ze)D6|;Q&6Pd{VX0|2t^=OklTQTqDS3ew!<5nNKAjtT*5zt5K5GzmnOES+1f#FbC>R
z`iU;8bS?OL!@DxV(UbF!FU50coI7{ibkHqK`V2~-<llVf-k4H*p&b4qEjj22A@88T
z?&NU6P<_YN%=qMhf(w~3xVip5UE`z@y@>`c7rrE)rws;MI8J<cYBstsNSwpy*~Roo
zA4!j8q-kWFsftESolLRgHrWm|Fe#L*xYrB4tF0)fb0A-rvFev+-)83ngF>ce=B}y8
zGwz(I`Qhnd8ro0p<D4)yJ~j{#4WMkFy8G{)-V@Sapysj0%6w!`Q&tpIv3uSrxCcD?
zam$-G%&YGFT!W&SnbIc%MiM2-blV;E(d@|vfF?Pxo=7peboD95%5Q<=tmM)R0Xxl#
zTcq@GN$&6Mwt2hW?GE@?kM&l>a{ChN(sFvxc3$v6$ZA!j!#)ku&{Cn&tTGyA>6d0+
zN`xNz;ell9U)9Mr!gu18$L2BO?uc|2egXg4W3r2kBIU`|C;OJ%*>f)5v?o1t5V25e
za)?Z%W$bj-kznjbj%{dEuuot`V}B!lysV{Oo<hfOOsy2`2Z%3e-Iqax9yx++Uh~lf
z<JIRcBjo?dHXbUTeR4BjeA`iOousZAfYVGQA%ewYq+H*8#fQ0`K>J&~)9c6Eua%D9
zm?PqVdoY%Y_R5A{sH2(^P;NM<R?qY9{n3kIF43O=b3$#VW0WOfH>ds6d5ISN@AEr5
zm*c8d^T=B%3%w8jIKM+n{zMi4`jAA_46!oQZM5rgauys<Sj56xQZa|{FWvuWtZ*(b
ziniWpH`ilFgMs)ZjlF)<m$?`RzRllf9!e0N_dNr-NsNe+*hNzuu!@-1WkPZd_OZvF
z4K31CM)}CCg~H{7XzV<^JCCe$ezV2!`K~~eFYmiIt{iQ#et)!8xy$3jfhm#e&l!u>
z#$nQje({Vru36`$^R3R?^Iruw_*IV3_?D<6ctr5d@8TifANO=e{|=N((7kG1Dd!9;
zWKsE?AH;&B!BWJKK=su`u~nid9&)ZFSv&4NN3G9UUh9hn=btl=NNK}tTuQ4XsUJnf
zQAc#yQM^S31(hVNj=Zi!G@}64n2-BXUbYLHWgiQxvkG6)Oe$6Hy%4WQVop7uwSu{S
zJtO?&QFT(6zV}seVWUnhk=CG$I<)`Yie!zF^ha~(_Jh@m-!q;PQ9CxvdlC%d1hD``
zn8C7N>ykgOBrTUy{T+M*D)pVEx5OWc7F>?&uqsrle8r|8(Xg)bOv)uoz2BTG%sq{9
zA0b>p*{P`~WMyx-N*oZO8@Jlza<daKP|6^#lt}5izlpw!nXc{_I5}@{i_e=C8PxL#
zX#i%82WcPQ2OQQ;azdTA+m}wia`?17spNtzL?FK)<uoN-8!#(54&~DuCCA#AyPv-G
z#RFRx`>JKk{b6~Xi=G%3@rIVRxOBxOeMD|JyMWmz$!$s+l5TjaynHbJ-!tCQA!0jP
z^N4gkz?!~)@3poskXnK_tym)Dqj2nxzJy}3_ja(eZCvL~4xJ?4mY0-|AVAIyvIrXM
z;cGI+f&D_Bn%FP#T2D2WYdJrlir@Gatrp4t=Y$?1s3WmXV=ppHhhncYufno@c5wuw
zr!il~;gHyK%rLP{hLwgR=qE;I&EO|OecJRlVpob~1jEW2I4DG4{1iS+%+vWb=g86M
z)H^h}3|>>lX=RG(8-E1s%?L;KEtqCc?LCbJb5vT?Ur~C;@o@<xeINHU?Q_f673CPB
zxQ}<9(>M4jZnF<j*O&K%u36`QIQeYzRQ;6N<Cop61<l&}W@xiEBirlujI=Ea<aKIH
zf?Hs9&wq?rl?edD7#5}#j>-S;mb6)udC&RRfB2q}of8fW_d7Q5o_zDq=&KrJ50>M{
zlf#D`Z1X`_u`sZxP^s23{tj;M-7(6ljlNr3yWKpx|7bf>C0kyzvrM}RC`G*de>1??
zaiq<XQCLmoiz7SXk3Ea0w-8*h8{nn3e`F25>pH?L;=?pU&k2P#pRk#2E+fHWLKR?A
z`B-z!1RXZsvWlI-m_my79&6lqQIbxiF|iKq?n!3z=TPDjA$;A65{Q)nu;~756g_O^
zLgbz0ggY0UgR?Cus`Igqq`#tbq2}eUx{q6Wf*hVi5$!dm+6N(XGlA=M-Y;MMhC?Ta
zAD4o{HKMMVPtWC8>{s*rJUJ&S(h{!_l^UVFEj>!pxjF@XwEd`r=Z5Rg06&hRIDvp(
zH%U<-6IJXAvq>1%1f`pit3sK!cdkBPAZO+P5lq0`yJK=I=@D4G`C(LN=ntz)Y@z^9
zk&*mSIA42H8_nb`dUAg;g^<+xMm8u*i+WUxlg9Inh%FWihNxFXdNDm?rsZ6H+Q{{f
zpM~21Qz}~cGkd9cwOjn`aSCUL=Kw4sfU@>5=A7RqwtMjGWoxsD8+^n?73(vvS-s-)
zxpe<w`BQp)FSi~?+ux%U(@V<<Ek#AE^Gj%8t2p9^{dGj}jZ3@hZ+)>t*x(asODiV8
zVKrj2v^%x$xsQ9IavwoCOIM*&6r~u~#G02edHt%BnLcjyNR3i~7-!;O!H}+@6(By>
zJN%>sCFa5j@!<RUBBPHrx#Q)Uo<Q9Fxb8cY1^_x_fc?wJRllF9MVMbRXOTRenzuFc
z=_uJykX*fc<c-;-_~`P&f-NUY6U(9ip4AGwz;yp;y{7LclX@NlK24KIR`21SvruQR
zP!xQQnXYO-8y>g_55>$YfU+{<?9!5^_ywuMX2ONMBGAHp2h8?1kU#pYAS-7lNc-yb
zFGN71$xxjfJPg~v;8d8kzkln-vqp@V+{sz>d4y1rp!3phe^p=XRcl+-mG3n@PixM}
z^Ko7ZG-dyJPB#jrjN{YF_>Rk2e9;_=U7{a1YtOdQc3<)vgcIpdeCY!IPJN5`{+7ew
z&Aj_J5bacgk}@8wm#96W9k;Y6a%xDnx!Zfhhc$iXBL+Nt4J`ImGex^cbL;1#+jKUh
zwAQb1rY&2U)@+~KgUou&psUe?iA%;`z2>g}_RF~~id=hmqq}SV#<F(AY2Iml_0=i8
zN<QX=*;#`nV>R{)E$nS`vq133u*Oz8oUoGQF_S&*c@Scxt@;~kf2pP=tU>B!9hsqp
z1vZxRcB8pH({{>dsos_ovs^|gQPqMVef{v>Qi51J?51BrGlJ(oP~pwh)N&ydhXQM+
zz$-2Ve@!R73%?$f>BHu--qCDhjjf4TrKp>_?ssa87njK)(|+F#<tA^q)@w#cT)8!T
zW&ZiF5tTX#0^iaRIjot=dF&n5yL0U>>YC`T_daLD0ee}$#QHc<X=7&szkLAbt;(n`
z)~wQmL$jBnPRB~&BrzVo4R6j$yj_U(7EA~HqLMmj8c9t$F<%Z1ekj^wr>`3u=8C~0
zqGA`+IoP;Bg2Dl5INl%qe2;!3hX<iu`;=x}ZKS4wM>|X!ZpP$ZcKx+G^G=;6s%$+N
zAai4qZwtGq&bJ=Pb#hin$2`JDhVfAFZQ5*W0PTp+QGuT|o@HgK=N$iJgl6sA3eBh*
zMso>{;sY1a4Z(}MRsrWD(1o$niJ>Za`feW@t}TfL461$V7h^|80B)hb;-%G$YQ|Mg
z&?-1TJ_*%8JE?`p|3H}45i{qa@&O$x-j9NsF4-u~eKd4?-xDZ4(QCx0<NOnhn^^K4
z9NErQAo#_i*=Ah$+F)`UOMg}P-hyghVYTa1hj)C=$N;3qrO9ROppl=PQ4vrGgK0cs
zzkh72>1|d07SF&|wKCA|U+z^8x5vER;js$!R}xA8$chzBAcoGpdS}_3XMEmZaiDU(
zye_rU`Lrr&J2|k}^sKtz&T})$1&_aw(V>Q>u4>)2ZxF!Mi@4M;TUan0Aows{E0I<F
z%<Q!?t#}p(gUy5<FU|hq)+hX;Qj5t`s@0^5i>9%ruQK9hh3jIR9%>%#ZD&{QNBXU7
zgsl600hnlL!JlJ7+j%2Da#9*pruz9mSC_@kGwzpx^7h5@oNC|smD<(vh<+?R9nYrJ
zs}6)Z-1tSmXr`@D3^f=6tT_raJ<zBuiu*bma3%0!(t4r12#Q*POqF==;y=8ssGv9l
zbxBcw_||&&=c?}t-pI$`eyQUFL1)AzHvPNHdH&#Xizmo5%3&#e#-OcgV)f@IbOkei
zgU+B5(qI>b?nmRVncL)lZXDKUk$6hqif0RWxn4))f!GrwZvN(p-~O)qGuBr@Tj^Tf
za_Q%iHG}qpjq#1e3T!$JC+J*=rvq-p?uFaY|C^SmU+gZj>QN1<7xsAjN<`Jn&QUmG
z{!+NO<LdNkWPV%s|745}C;LB!T?KRK>+NYRe`U|RJ~B<T#LD&0G%(){{(+gu|FzOT
zRQ2Td*_>Pc_vQE!MC>|E;$K6XM@au7;ZsyP_tz?Ht(R)Ecg+t$laLz&=sXLHP?Vid
z2Pxn*VpqHNfg7#Oat`Pw`}Z1Jtnaj^02dQa4Eh=UaMQq{!A7EH%zMLy%$s8-o8aR{
zR@y0ekBk_M#Jd+wQ$p1qmL~mU!KXPG&!xm|uCH3XF|f5UR{f;(`~Wcw2qohp=KpcO
zuJ}G1ppPox#=Wh2^ST$qy(Vs>=7iEk_B=H<ID!!I>SCeVTuK4y+$|J(OjccacIe|F
z4itOdC#B7&FMSo01~|5Uk?CWK$b;58>=CiO!OZkTr8dQ}5)dAkwU0DyBg?A1s*ZDC
zCzK3Z6!>3=Q!sM8yQH-&s5pFA{N$h5Ylks;X^vO#ojqC#$Y}9OzN;JMuNCU&5Nh3g
zTh4=0dt88qG}MQ}OyrEahhV@Me{pFfOS~CtB-D}5UlW;X%BExh7G){OuHeCgP7JO+
z57tzJ*RJeuWD0Z(Ee@YbHWm(DKF!)9oOeOD?snZwN<n5by#!r#LK&buysTR>q>Ts2
z@`V$XBSyDhm6zrA#V-bg7J+}%CH?;cO#wU7DD`185fd+@2#!{{uOjdJl=tSZ@)G~3
zICja{AbglZ(9`NoAA5*B)W>(v-rSUSFjX=$7Var4563e_7%6#<TT7q)q&^fjzRb_|
zeBEvuy1SgN<`VfzNZFx}c)o6?$5EbE_&D|Vy8ggIQ0M$6_rL6>Q@l{Sq70wVHgs_l
z<haT&opPIJT?$I4QFm}#yIN4o!;~to*EL1~p@Yve#AxITpE#3BH-%nz3`Jdz7Qq?V
zTW&HcOYVLk#A&G6?e>f1?cgL0|ExZ&%baV|n2N1{z+f}hlMY<~p9hD^n(@>grl6)f
zL?KgGLS5bXhS}7qyL-Y%bZLW4-~5tpagU0KbW=Yb{u;emJyAdqU59L<*tCY6VQ7Te
ztFB~cXFvj{#4{cZRmvJ{nG*lXOSz&6L8K~6w>f;!E79j-#w}a@{9>Xck^9L1KnBEc
zoe6Ww6$Oa2uelh;qz$}iAgR8uzWQri#^)-v-w*#F^F$^+iV!sscx_y=IeV{=iDg~B
z6%DVfe3?XEUkh{o$;y5KpA7b$>;;p_QP~XX53M~R&6CP;?=Er_g84x6F}O)io>kk*
zP~k`Ww$xI1cHVmW=#cnWx-z}qU<()`VvdlyUmXrhVAc*UZ5~43k}Y!8)qM(C{q8En
z7zk13vJKj*F-h>c(tBq?y_ezw@7i%X7lzIUC9|;UU`5{ifVuq#a-evsY!uE7%T9({
zZd5SQbl^r3>jpmf53%>RZysyUZ0JjE_Y7sqW+0Z?lY{UgZ}vTQgKdz`@JN?#mp2wH
zp!u{B&?R;4*CSwFU58SEsCQ=e<H!*xWP=x0F_<-R)#^8P1c%>itBR5&T|;VZ-P!KL
zDA<1s8h8zD;S|o>=HA>wo^WG-DEd&YOg)qlh~@I{Z4`w^rHlxeJOV(0+!9pPa-}zM
zxL<<s;~)dJmI8&-;ksts1OI^(Q@APD4o=@MS-W(VPh@2S8OGHT)O!!yZw^}-(sNC_
zn`}eP6FhpGc&{kBgLhbiYqDQ`ep$0uDd&-twC}Mu8e<~TFDv@xCz69_91slDQCn6<
zcniAPZ*L>A^{Q^9oId~N)a6ub7L1@HFNI-%*mB5?C>#uJw^%BZr~L<7%$1vU<eJ}R
zxu3Z)T5mnokeTkY>N1yYe;gz$oNc@MWG<!LpqRLK5_2+&Ra-EDe9ua&YK^n|a1g!p
zFdE?^Uvl>Xb$e_4r5D`&VWGV=q=#kD+tAg2ps;+G-2=Eu3)l4h^U5Zm9C))X)xD`A
zx_zmue3+s6`>RR7;*HrJa}vC#SyAyLKznfeoV-9LpG1w(>8(WQ@iPC>`<(wkp6Nzf
z9g6iIo5XiHnRyxCLMcE)HB}7OgSl?+Vad~>D|@CiX^zx<Dmy(Gnw7PKuX@{qbNLv{
zwLKgE!&E<<0vH+Jib}(n5355@fq5ULf>;IPRP%s|7~9$YlR5Y+ZSHG)Q-h@xcepeL
z|6nw1bR<jN27thd;oA&!`NY$OQA3sw9l30z%colNu2P;KgzajPMCYTMk<V;8)5IQB
z#ciYq<WZN|K@Abh>Ox_H+s2n4qw=i^0fV>}O~zw<c@thxT&#jfXJGsHrCaXDz{Jk?
zIrtPeLbKoN-U8OSVBk?nL&9>#v~=Ag)R5Wue|@{D*13L~Z#r4i;<>-+-j*E_oSr+W
zug5f-`KX%6Rqfb|4{5)D@;g=sK1y8vqJsLY^ytXqmi1Pi&!Dd4ieM-S{Y+Yn$&<C{
zJSLyN_0qC_SuC-45Pu`3$t;lje*vbqZ4OrGD#(J{p;6Fg61~*o2sOya&YllO$AB6w
z)ZT92dQ2Y7<mhG1{~ix=BZ)7hgs?S1Qn-oT*%6Z^8b+7rK?YL(Y#?!weJdR*!n^+6
z^!}0U^nUxBm3%6^E?8eqHVO;SMCk4s44JH?+<n=bgXapPC?US0w_Wv<5cf~;@PuMr
zMZkqxE$Ny&h@`4iL%_)Dt`-{H3Azk*;#W<#PX{CzPH3WlY(}jK1^t?Y9og|?Fn#Db
z=L1v%|2g~Ty}W=v-^FuX$#L#lJjs#K#flDdf5v$RY-_);UEu2qcCdIoeC~+(Ddr*A
zIA3S@KTtU|CwXS5IL7%}AKK^tNvC>dj$(+VlKuM8`OTNxfgK<g@vT072AqW#XLM&U
z@x8h}*o{vpAdkDd1UB;h>3i}_6rsJ!0ir`+Yx9Xo?n6Bd)!}a?mX?I+%vMhas`u=H
zSNzXAe<q~$EnmLZs5-=N&R<icd@)k!6Xz~C_Is!#-*SFbt&v~ppz8tHYooaxZy;+=
z0HWE6qdrwpD^rqZpCcdq%kfFJ(Pf^s6F9E_1JxO-pYh`7w|Od5gJM(D?eFI!$s)4W
zxKHV&C4cx~d;5nEh5(mdBVp||YjbpH!1A}f?R6ojF<CJUBQ=;PagWZ@dtsK-*LRjT
z@qd}(8y4L@Qh|4SOqJ6Iv+N>y(hdK~Cy7Kc1*qc9&<E{HS*Y%DY57&aC>OI(QZlCT
zq#pZG%8wr~qu|dFccEu-#DuZpbAH=&04a}rWm0M}#E<@<1M$#~t{vnQ5XMI|YlC8P
zJllwO@Y_j1_!uxe^deOGq8Kq`pDQET%lxxO?4LSilUoxC_LU+WT*f6Xgwl#lfo+PB
zIAbV1s(_GeI5N=coH%{EKTxhYhA!WK2Zb>q=>JKH#ZF+=j$S5pBu!23IThrxihy<H
zxO8@y)@w?h(mn%mpZ)LABz;+L(YOU-|Bs{V421fB{3k*Yr4*Tk6v--kHSD-D<E%pF
z*?V0GC0huGN|JFd;~dV6Y%cR~&ghId>u|<7_xpdo|0nn89(=}oeBQ6=MFhEM$|&SR
z^;@y^@JZ5A(=n+jbJ++|O5@zMhkdC%NdB%Vv*6&AA;a=0?4C|AV+u=u_@2&mtZdKL
zA=l$;Qx7}Sx8Yphh(};wtm^m12NQsv0gBtTXfq#~`=#GTYCFb++SfKBuZD`A>F3s;
zeUTz3qjxd~hm)V(j~!&I^<OH}W%TXsV_|%wBL@;Vx0YC6qFjf@068;7G|rC@3ttOt
z76e8ziXzb!rKi_9p%R*^W(zg<u5J6Le3KSn6;5vPlf1<jm#z0fq7|q<;Jy*BP%onb
z4-{Tl{rvLNvs7@-Twyi|y*p$19HTGZza890p<73!zTBy*8=J}KTE4Q#c2zh=-)0Z)
z#J-ni#@S@#-+C>#7@hpb(f8M8uUAOBFu%|zh7=v*csd4~C8oG_k5JfD5p>iTQMrNm
zvTjnoHmyloU8&#O4U1&k89j#8<=xR|?PZh!9jZ|a4TA+hR3ADQj!E(7$Bz+}oVkZl
z7Cp)$!k5N)7XpXn|4x1`L~kCi1!ImrA_@NLTdn!$5&>I%m<Lb@XN$FINSir|AG(-j
z6c<q&9lcA8?N)K1sHIGuM?asRUCZPo)ZRG`O8v|5KhS{%@BW3@bZlX9|Cl>2JS;3|
z#I+!=Hs~XA+kdT;a;mxBQ~poICYu`f@%N*pc-5e^($Ybd)n#9-={UdB!JNR@-+bNo
zOK_Im4mM63W@XVx&|3N!%kqQO+bw+IZKqARG4DN(%2Zob01^U5?C#j-)6L(c;l#%*
zmL}%!hkc5RjQW9On}Q2gW5m5L(+U%^RXj3tGNmg#ybDaG6duh`-(SVfJiqOss-=+!
zBNai`lHXEL_db-;_`>#&?Rs(}?2c?&m3In;n#oZI>d32GFBJ4UdOL<?{F9b~JaI^U
zc3fKT4<FIR_nNmooiZ3e8J0oD40Ccy&u!LQ3^XW;2!ILO#;p#O+Dah^UlG?s-aU9w
zN})#5!ypUlLJNA;<A2jp@(iZS4K`(-GCbY-J;p<a_&=7IqaIx_hexfpD7(E_lBY6{
zk3mw<j2>3pRb&(ctE+zSbzzy{*`o3<bHz<cq^YR}yeb}BoKW@^us|S5OAV<h*MBz)
z)ee`HSS6e&J0<7exGXOAZman0u?Q#%v>H-mmf557lzwfm*zjqtXrRqcrh+LR{BBw)
zJW#!(`;!uu^L@&#8ht>djkHgcaz{axC2a))CA#amM@mlv0fM5Ho-owLq{c0s`qEpe
zvvkecEME0wAVIG<hSxr7s8m^$S7)qfwC?XwN%2u|7w4BbJ)DY%HoNAG(e)?gJGHE{
zKlm3R0OWijyKgA6{?_+fmF5PQn%3!*398qq%`nL#HNSnN(=@;2T~-Oug{XMfRgeLv
z!L`;Zo734;_2Dn?3M9mHI49uxuHMWu<Ebf^lq(dq^cdwTk?y7xq&MRJjPq&%plS$l
zdK+5^N$Y>ObX8qnQz3HP+~(0K(F7fcht7oGYoV6#t=Zl8L7QFHKY-=T&rv<fz>Cs7
z(idqrj&e0xl(LY{kD)#}yp|8sla^dkh-Fk9+&wS3=N$@M_tXNCOSf&?<nkR3RaWj(
z2iHrEBjQT!K9pLkgyBmLM>Zz{r#C`Ak}r3TuYRQ#{jjeU-@H^2;WQ2eFNumO6kRv|
zt<TX;u^|dC$@Fz|gjo*#5A@Uapu~e*L)3+87=lq#1KhuAh_97RqU=8PE~Lr++UMST
z(R|^q1kBPt7=nqU&VQZR8u&<UzIyNbof*st-Imr?ReJeEJEWYbOFlb+sAZjj{{9XM
zVBz6a*Ez?S5-FQFd|D-iGdd~=|GxR6Irk}aZ|R~A4XKv&lYXyLbTzf2bMl~0L@eBj
z9!~nV8R>;7ULubZR7L^g5X?4JW~U1EqqX73Zu3{8KDoB@MUqJ%)kx6(_K?u|S?-BT
zgRRfa?<qLz@rn`!Sox~aMW6P%B`fq$&}*x0!-Tm!dmXGMgmel$jlvXI{sv!0bXB{O
z6@Uhm-aVU00^*L+^WNh(eU3e<sm8v2^GEK6FYL@4lMkzi{92jwpal-aGb({St%@Jr
z4Wu5F)Nhg%qtG@8)vDw+IXMF?V1$3XpY!Yp?Dm;HM77KDD0vtd`g!euI?-gvHLzm)
ztIUVUE*E^U9~KuY+%0R9k}_X+Ej9qjL`c0F;?hNxet*ei212?;V2jKx)y{lXHgMay
zS6o@OdMF~!V5d~sIFRdOFwR5l$YZP+Tm$pC9w^Q;`YZzJUC;)`JRaB=n$GN)=cWsW
z=yn~f9BQ?Z@6`q+i$WW(UM+Ow*~PM<E?Ek{3EQ(>Ms}-nE*{3yco$VuIcy$>E)M+u
zbo@h5d0ASd?=4eA=`gf`!U(_g!jRj}T+^pW;+WQ|e{YkpzUlY?%x28r@WG!lZ{LI`
z9SLdR>4S8su_$)iqrInOqq^%5D<i4N!q*w+1TQWN$jDV1E1RZ##gOc0Jbp=?$gR&Y
zHWcn&fSqWp42if-7Z>VeO+&&mG)N4?N<0+okMh6VdcS)JqtsCE(t=a&q8X*rluLj7
zz;pT(+}IY*Q3QPS`{YT4^!WEbTO%m%jTf7P*=UOqo3n95d(n!XcnJ&Hc#Cz}!ijx_
z)Upui?s@)*3x5T~twvFih9_sXeix$}bu;}cU&-nGeRy1A7pp8B#I5;aIaNN<DC_`i
zM^I=vFrcsF*UPZk5BRJpwnD&xm_6cQ<X?QU$Kvhk@d){V8vHufyxW{`{rhY&IVHKS
zt|Vx$(#$NsZ;vMU-yc5k6uL*Ian^)rV#59YeAH-XsW*o7rzq@S7HqEEOQEG{6V?(?
zpJ!Y3Z<(4;Z7x@aMiu1mk&uM(qpf9~YWJLx?g|lyAtBW#Z#M~V<QQF&0wr{U9fPas
zlk;o~N19|#<MDvoY6wRAniN<~8R2?A_mh$6VTRt9g;D<FmVci2=w7<=tqSnkpeG2^
zfVMVOI^o?f<D`6hz=aVd4hXlL7iuqlvDDO<Zw3J$y2di+{>i3kLz>ZXkfFGaTE7<x
zGT+X8BPX$Ysex2}u5P7lxx7A@Cqw6};Qgnz8}uv4Ux)w66af5{!|jOEM8!UNAM?dU
z;rp}RC@f>tuGX`q&13(M9h*fqDc2SWz4hemcP?q2T$p%^$Y^l(x@t5o7;M6!Unzdl
z-54CzQdqDbh9_rQJ}BKH07N!$P-E^Hg`J7I69Um~BWqU`|IkQ0w63wm16G4S)q;=C
zoD(jucDTk%zmdc^e7JFteVB(%ML0v;K3|9Xsq`lHLN;b25WD+aiXyyP9P)ON2JQ!K
z+GBtx6<ko)9A4Ic@Lz@vX-@-6c8R8_KYZY^$!C~jjr!0P7T1i+3t$T<FYXV}y!ZDZ
z?~R%(i}BzG+jHlRq!*?6A|4$T=1iJQwH6`n2JN}|=j))8zIY}9*#lU~q{CY^OMdf6
zl2>*x4!Z5)wX6Xs8Yst+J={C6g`)Uo-@mEX+^F@rMKzEqHABAUTi3EL4sFJJaoV_u
zL}N`CIpf1t63F=OrfUh!{*`VS9gc1Rhk0-H!=;9o&zId1dnnnq%*(XEG5a(Vld&7A
zS>aJJjUQ~NEBOCn1T61S*-k4b!%@!f>^zO)NNB0+&h%`h_J<s+{xY#>kkBWeP>m_2
z{es|*Rv9u&H|N!(D0-(Md19#hz5BhlTm{krhN93b)%=@tC1!r-)AY_{So<OBTTe~)
zP9dA&UtI=*p_)k2s(()aiW~%pGFiuiRM0d31EB;1YZHmAx*vTWD|)_B5$b6PyISh)
zzq8sSbYXvBn~@YHkovTt*_X}sUa{Dp^k}I|$z}>8Nt*)72MA{qdp_%RN-Hp!@=1}l
zz0WN5DWuadxb{JHm1`L4cYWCxgL^m4(&s=<Gs$&#R70Nm=&en?YKe^SUbMd$VK)BB
z?wic)+OsE)tx5RmET_n|1V(ml46)5~x$+4y1QEV*5Ja;qENe~j;55Qh*I=YSm=lSR
zCr2df2HfgXw?B#>^B?l9^eXdnT%mG26yO}N>pWpTdd-JrTIX@nPPK0Ouq5*OnwN~O
zBRn#waF$l(n`{2<G(YQvmWAHPY}p@~mS3xhXwA|)`LCamrId0cIO6iPB;i24`Oj~9
zrs6bv%DhBc$`V?g)fCGw%R{oO2wptBW-`$%UqX^8wzjc<Ywr2A?`G!>b9QDOV{*K*
zC=s4_)N344o(LDn-zK1&2yWpI!l&IUQ|mr{Nhp;_Rt@!T0*cFaYj%~UBLs7<o;jG?
zn%h#eJs}Ebw=<y`>pR}aC@pc!A&KDgQ%AR)s%v&Xk1;vl)cYghaOTBZ8>G=H&k{9g
zsmG$rq5QVF<$AqG2^A(Ed3WDp<7d{-sfI?AeH`ovIOhtM73JaP1xtmlp^R>AKZam#
z=Xw^$E3@&;$PYFUgF*#AKLOk2UYnB^Vs3N8Ub3^dDxn}IKQC1#;j<N;y=B5KwUv>^
z;EPc;$;J^(9wx>{2<x?C%SlrC@%{{5%GHlpYFydqIEF=1s3cff#7m)f(yiQGIW=PA
zil*AG9|F1FBSs%x+$%I=#)>32kP<hVFaI49|C^BDEsXh@%_sTpP2QZ(^Teg5noDmu
z9@P-HQjPVGtg{FzTL?WX(pXgmvJgLg3*q88Q4t%bce|7hI3j_h&jc8IfOou|kivD*
zBxzQ#hC^4?s+PhIY=)&iMBOYA^%r4q;j(t#LBG-a>%8YY<3#ymcw3kkR0|MTW&R0Y
zZdrfRGI1%s$vMkod%J<r-@2T}iFG30Bq}|3Pkhta*FPK~HkqB1>SZjh#iql@5R@Jx
z<L6(<qNL2dMwiTpgtS{;+ZaiU#-`uA!~0LeivuL=-^21{SOYEAr6#3q@El`bLe(tH
zAwiKa_@GR6dCS*bTIQ+d0>t}M)cFV{Z?2;lRnkAhPUgwoDQ7bm2T_+IJ7Q58^7)Q*
z@?R7x>t_A?5~8R3myo3tLKyoFP!bZgVqPNVx;eiC*2T4%S5>Xsi?MdA!zy5qg6{7h
zyuTZa#--f1xS?{Xy+3YsD`VDy;>E(fV$anoZ1=)Vu6_A=30sVehACPJv_SL*+qL-H
zm~^5=fpX|Td_4i$npZql{9IoZ1{`$lrNRWke-W=EJ-V=az2(W-_<|wy3h>lheN>X7
zH?6|LD-{p{#-praSYx&@xPNqPdoS-vGsPtNTLHE7sK;IvVpL~rVY4QG$@;znQHVrs
zd`}F`yG<WX7+`NTfr8Ssh8c*TrQWDs+O+u}=)JVj@<~O_g|fy*MkSkAd~}_lPsnfx
zab4!VIBS)y6gn%zW0f0Fg;^hZ8QV))*Oin4-Kj9JiGbu=r3fPZh4jvXOuK;Y?8~Gm
zmON}zo}tZ8-OK?`PjS&R{&kFnrG80{Rk97|4@0xz^|lyEs26Dw*BoeRJQrqE0o?6m
z)i!o({d+v8_@JHUTNr9sh6Ai5!VmIIX~c5Pi8T6rRUg&sVfYida#oq|;nL5Ow*4_C
z2fs-L>U?-q7$O3Vi@e%&jS^TxuLE>AZGjgK(6{m<h4o=U=YD<ZQQ}>=P`vUq)n%B&
z_XRqKVae@M%x9j5845&KzA(Z3P&M*A_wv9ca}QqY0e}?BiV6Zx{Fv5oth!$uiK4e%
zzy|ENye}QM;0{%!bukZbzufbkWhk=KfFnD(L$=vo?jrsfr0B5-@3IoBbeZ6e8Ur~^
ztF@MR<2Bm8hu2&w)2IQkhXER<F@PYw@Nb7S<I!<bvbGxo*%s8|RaQ2|sL><+tQMsn
zd)~>+_<V0dd@CBwFDMW9T@PWo5#litF%*j5UBjDYwB|I`RW45$f1LoBdqB~@V>q}A
z<Bhn{IEvC~MJ07Jid0CPF*}&)<WW)*VCd`MMSk5zu?f5yWc#GpYk2LISsJ2Gsr>@h
z(~%*bVd)rZd`JJ-W7njus3|k@y2XU8?jO^)|MfH{q`I|grgl<oWC+o%^3mDdn?14f
zjB1gr`;|qB8rNdD(_h(6@r`Q^TGk5r_8s<a&-Wu9`Q<F){-W}LW($0n$Cru7YySy$
z6V(5Dr~K^lU6C)RVH`E@Eimje@u!9Di>~rAb~YQml&Tw3*zAaPTGb420_mD?5cjc0
zpC@I%U@>F+6R7VwwcD@j>$2fdBi{iw4NyVEu0W2WiI0i=B6m|I26m-I6NYC40q<N<
zRDo~rtakO3$|A$dq&FeLo2%a$Ha;(<C(d1YY1E<-ws{!n<^iSQZy5DYMyBK&>6QGU
zsmrQn3p{*IwCK>(@P+$?Vuj}TeY-Ej|CnsD$tKdRW_A6T!-%n`DyuEf?U{p#;LVb@
ziU$=z7|*p;gAst&Bz;+jaY=2|4ZN!(C``?|=cF!w^N2q;zAu?{p`Ef7g#s_m0*o3i
zY+~B2wBeRgZf@#UcT`(wOblmPyD;4Cy4^v6U}1QR!q&D6-qy=)Q@ITZ#(qgCIbs_~
zf7-JtE($Pm4%6HJbnTWXEP?~R-@kdp-4zn?&IL5=TEhxU@btn}an*NKV3$Awy~+B-
zO0_hKsy_O_SQ21KCtIxptxs**E=4G|Xia+Vf(M$6n<*p`DamVde(5TiU$V=`%O<s9
zmBGKADD1;G6{qo8FvmbH_{08~Eo2{;cjCSoUQeJQL)}gT(3G{k6M=}x#mQrx##bT4
zLsEv)lJ6F0buaQm&xbtqLi5b@DX(^6KV})&+p^w&;1a{qbJBqT6%-AnOnlD<WL|v@
zHRB}!eF-bp0Hl#`Nu7gJ*SCr?ht((x7r`PLL%3F!k_bm3p#4yndizca&riO1`Lq@v
zUwm|WhVu7+9q0i9T>&y*?pEQx4NKIE*!!1ShwE+?dIdh1EcAgWH))0NEUW@kjn*og
z+AZ(fB&?Fg%Imq{<LAE_jTedW%`7&y+YO_k-RC|$!5OKP^b=0>rLyycyrq-(l|H2-
z)>hpd91Y{l)h-NV`033OLU>3?mcM<E%B<>-x#Tsp&h;&lvyOj;OWSbyDEcPRkwzzI
z)cp5N-L@RbW4A#94pj)?zv%r`G+$5Hm8AZ_7WEI@w)38L51ICQ$c#yjvndS7M9sxJ
zk3O>ni!LN_^VN<CDL!T2|JT0CawA;AWX4)GN<}iTwh8S;t=lyF7(j1hSw4hTAB<}#
zkL0tQ*md|HrrG>Z*U<v5B0$2J=CYM{^nuQ$y;Nx;1Cmuz#y6bNV<G4<{!nlHb#P^A
zJ2Fybe$UzuZ-@+3{9-o)bN-JzKaLy#G)&#;KUGOrwKir;H}yW#;(p43=y&8d)8yNc
z?=<Tbsx4x)XLNLh7cyhvlwp=ejZY<%5Zz7akr*^={SZ9lIRh=P^#+sBgb->(?x9+g
z;z;(>3x2)O2v0@V+$EWHe*)%mgLDuw;p;eC`DXn`Bwx_IWyT*%7gf0b2f7>^M^Qvk
zc5P=`Q2%HxgkZO+l$#d7^p1udsnD+%1xbIn?`;0K(rvK;#5>0C<igPU@7EFse1Xi1
zOz05V>VC#Agc;-MRZ{n*Va895?<uZq9Mo8}6=p-x<xvO)`$@q`9F^X>w-rLO`WkP3
z9TCsybA3gP^J5i@s#a$iG3H4uKZ8Ach2brh%sYfbONT!3@9Lq%bqS5H2+ZiI1}v&6
z2=`>GlVm*y6szZy9X^SY9r?&?YYIMJe!i^X;XhcjkFgBcajbNRELKo?$lnRQU&&#~
zD7?z#qpQy2*tVFcQH+42(clcoyvr)oYl>b67@*gV*BrOF$*&XVB|KEzRA1a9HH^a*
z%!ndi)SLV)`CW)iJEtp?n$tOVi(AiuXk8q#X<CBx0xc=$b<%v>aVzHddozLhHT%v1
zaCdDLMINwU=EeOllC9fI*?Tshqj|)O^5M?Wb|E%NzV_E(FNXx#Iux#4Mmsq8Xc5or
z=$jTcU&7@XN}~!6YVq}x6zgNLX*rF$1H=Ea&Td7P0>gqi1ON4U+<WK#PeZd#cREbu
zBJoN~yMCc(TJO^PUS0MRNL)1RO{l#sn*G!_c6W7|#-|K>UEk;(9tyMmAE+n@4}%1)
z02PUpLm{`e4*?dhT_ysCjdwN1F3z%U@TCP2d9l9j9mo&N*-zXr@qpwyMFVG8SHFn+
z9rRf&Il980PxKjLy%ks2fL6ErmXp_m^kJ4X6fC6&&-PbJagYJI(Z`gUy{PEbYr5x>
zne@Y}g+U^WrY`ttT{f-w&0zE8Km0z%9LxJBr%Fn3(U#!+o&BZ}iglQ+qEkj&WuHB`
z2S?{DpkW(1-`%I+n+^se+Kc4$aG!bAADW`o1cQhKaHsfFe9^v7(3TPxmmZI}n?_>D
z!s^QA*n>C8aGMjUW&{*hau6K6g(Pu03z6s-TJA;uX`&?Pdn3Syu?8j8g%4SLm1pKl
zP4_qxEOqrd1fL`@T^RhfFCq+84HIPcFUrY`wT{%+Ct$JOMFIPh*zmT@B7|bi|A+FB
zb!Usa6ij#y-Gh>PTxah+i}z|gB!UX%l<Al3Iq++DR6SE}zMx3>H#qn)3@c0au4RO>
zEDyinDcLsML1zMpPt}0#pOQq(NR;})$w6x#5R!0G^59g(wNE9vu)Fi>Ui=@{PA6Fb
znSqo}Wi?z^5M6-lCwrWK-)p_SV@Iag{eMwAXR4{C!I4z&d7$bzEC5BQGpi1BJ3h8Y
zXBVJrf;IlyUvm4<f;XwgTKxW%CI=DmCB-WPTH)Sxa5r=jirEufOiCVg`hjiAOi|dI
z+V4{qds9$=Cyfn}V0LA0E-ozx)JdRy0TD$C`i~iWTWV-=j56de>+n`*4mGiHPGx)v
z<ld<FX!5{*X)3G;z2;zZ&h_gyO?k89pTzI-!!*OsmHM_S8$)v5+n)Bokv*w62+SIm
zlU1kj$NutK?^~FgHRy}~$wDG4OGei|q1#6fB=kr_DpfaEA-mpE!jC&lDE(oN7K3O?
zPx?5QB=?)L2?VrethQ#a<;0_W+uk~{#(uK?7`of`cr$>kldYtZ{8h({oiEOQ+lir&
zSw7|Srbe#j)yQPWkJ-A(X7O%TIYo~%R8}*w$mdB!ij;;F;Hs}|+J+v^d(G%x$pF0U
zu#P>-)Jd4;#TQQ8tthT|COtG;XGE9p@Hx@2LJoDhIJy?SC!&pJfWH~p<X`m>zPAN0
z>HynakS;ecKEzSoLf5wu+s=^#)L&@Wf5)UlehuMTJ4@5(Zkl+GPn*mE|6cMpA#(xJ
z-|Y=Io78=UJtZJ`z~OSAS|Mn4#D6Mp_=R%axLrOV+b~!sRL#E(5By%V6HJ@;?me*<
zum*)<-WCkRTd~-&@)Ex+IJgu&#&*@te0UTwz<r_JD}n!v)^Qj^62olDS+k$=N$^4{
zJ^0weE7=}mRj2q4Og#aNMvVuwu(#|B@Bb?ErF1`yTaYCR&999!#M)nAi~far>*TUk
zu>kkc>lJv<d&pQSE>u3AQjW7Y*~j-y+gp~}3MmxMD9%%X{GuS2*|i^dqQ5OfX1Dv{
zN2qWXVO@cu=D@zHej(!V>6edu(8lMTvPyTue3Mc*z2H>8*3#!z(j@KUX}2*m=}O)I
z)<+?~-(_8c4UHdywp#}=-MWC`T21~^VSdwv3G)4!M6a2<*Y47?KNhM)!7pXPFT)Sx
z;>suRbc8_gJb1{~-td47ER1c)^n=xdyk0T$j4S;aBbA>wnQl|ChwZ(+Vm07F$-j(0
zX6}cED><4kKbDc;9Mt14)LoLDE1Gb(l^z=_IS8tSxc5`Lq=7a7&0(Cz5&%EmPMhu0
z*#&T|v$gX~tJ%W)%6=dsH`&beMPIh7&y}<I1~k*9wQ*WAy&xWDUNI1O>Y9CG*GFpE
zboTh1><Vn*`>2h`3c)Ye<DR%`-TrWh?PuZlQySLi7s_qK!)Y$pr)Bxf&-?h8NB8&x
z93%VT^0|M^Zj0{Ux996WY(*-jTK<WeQ3am!@jOLiEWv^={nOXI%#%4wJ|35%1Lf_E
zkcC*X$*ky0E2v1&%%k#M*_cq_y$(SlW8nqxguA{{i}&t)|7m#Dc9UB;a6OuPFx5~Y
zx1Ms{>tE(Cp09>q<ymhO2swGP#7^spQ5F)iCSC1e6D&F}Pjv6;>vLcLDIHg@#b&Uc
zjH?M)DGF54=wsfLrq%(Yz?N`V3cZfrdfHU<va?KEuwzxHnVqX&OZfY!PH3;OmfGb$
ze&UjAASTq{)8BZF$1&AuDhq<m_acLK=TbXgSdUHwVn~>l|ACaDE~Jt%1e+Vscj`^&
zKe>GJi2baUFk8&0xn^JV7ZD{3#=?fx*7@|i6vF@~X0ap(_K%<+XTvjTOt;m%e#L~3
zP{QV~*q(+@ThkF0`{CbOZxXD-+5n{hJ$wFDRS8pa<LmcD+qW&w#yb1M3w^VemUf!G
z9&z?rP{(h4eaXgbbHl_Y=z0I%us+W)m<7Hh{nFC4MI|a{8`gsGtlYFA699V$9k2`q
zS5rD|#YL~E2?|8dvN8%CV#_+%3gO5;A^iK=<rKwdEQ6zsOt%+ebk6lgeRJ^wKOH*=
zlo}d?WvuOmQSA=uGlw`yfPGGCzipChT>;ye-0zSi5NGJ9%(Qg6QJ!>iM>NTCDHkQ#
zH>D!Ne)(5Q1B(wo@+o6VG4ED8c!Ct69)66FKAby%+%GH%f8l|Ik#@#b4)N>9Na(kZ
z$LNa!Ju9aR9ir?DK#pYC!`@X_Az4QZF&u-3&bPiWO9|m^2YGc9XA3&3u@UK3C%gmZ
z9-3f{Q&fF&<eKcTBo)B^qfcEU<4#N58-5S!5w3ZDD8j%U;7L$%{?p+E9$4b*@k;Jo
zqnh3VHi`PV9uX;0QozCqx%B6cL&AXtWd?{AS_=-2wD7AivfBo7YY&g7Pm6Aqc%wQR
zW0y@7mXui1lU%+}2t{Mn`Tky;to+u#n^~ocP1@gAqwpwWMUYJP6XlqB0L=HBAbBOv
zOa`NaI4Z*d1r+cK0x_)!A!uLulh)U_l5X+&d)xLmD)+5wcIkkH8?Zx}Wa)#Fx3PD4
zUVdb}+jW7!{IEmq4pAtCJev1w!rQxZn?S;loD9m&HXeMN`S|2#hTb{e*(9PH37%P~
zD7(edA1dk;VT|^XD7)B`_OM%zhcARtEdcvZ#gATLGSh}Dm5#IrlxR|{|E&?BFnh7t
z6A9?62`>hZfxvX|oZM~a^VfVA7`q>~Z)mKwBR}9x$2P|$nT<Y~)?L*2C+t#q($Fp<
z5vs&p-Z8O8hYhUJ%1^hUtOsOzn-Ixy!@u$cUN^o8mFi`d`hc0|jtNK{86ka`z{o4a
z`+;PY_wec^M;n>DpywH?3xRz-Xq4F7AERLJqpP%{g}RAUyyRLN#k&oho%(n~`N5`U
z7{=a8&Lz&R1LW6mLQv|dVku=Lz8+7=&C-^F%d)FOqOmq9a=PMGzR7like0Tg`K<}0
z&Niy=pu+i75|)*}r}5kSq80pSEBZnml1i~t_^G^FuZ3;%w-<P@TzkXhBJkMzeRO=&
zWMh<v!CuYRvFn*N_R=}DE8El!!I}TKfYTsLm#IvT13x{h?ad{JX}<4IDQf)beX}7-
zq%EU}VD_|GJq+{}0q!-Uq{hW?AW__=w4v0n=n_Ch!-@<;Z|$FIZx#b@-+rQwrXpku
zz$1+GBCql&+c~eTpf_@g?4WbKn|-~*x_ye-_Achr-u&Kg%4JbL%sRePE~QGdoHyeh
zmIR}*TU#521=N4yszBDuvGh??ff}}|$hOwvwMT``<+_#U6lMNk5u{hcst~U_1@3nf
z1$W?=SSVabg7RP)`M_#I4>Q+mP9kAg+RX0cK}&Ab7$69b$`f)JD7TiYR`m7b^}F|C
zFSBn+u(Ai_<PgxyP2R{kn1jgFO7C)M`T0e8-V0Cq$u`c#p<+?k9o*d9qPj(uI#FmL
zYPtd$4M2<tI0u($4|&?f_bJ*N)8qpdc4SIXR+sM`X4oW09w0ru@0Uy6@Vv^j{d~OM
zko^#!nc9-RU!Kf6?RKg`ou8XVRg6e}7qeCX#=!c#-|UGj$}sfBCI534cg-UvB>O-v
z%H6@B5SEo;S^Fyke<9|g`ma7m{<gXEOwLaZC_)22Q`&rEw2L>RoqA>Nt(DggD;ny&
z{th^3q`_;_gC~zqteIylmIcf<83%cVDgVOwiJ+ZFMNQff#&hzqgTgat>~2!cmN-xj
z>f8GYrbcc@X^RcO8r@*Qv@ye~)aT*a0L0X`vpK(c=RrjvzV+bNYhj_eTf8-Xp-Nb$
zRGSzXM$6w^A&Zd1bn9;ZH<1sQE{5+IRBt9_j++LY;xYKKexu{V$U}p5^5qN?z&+UG
zuv;hK6O)-onD1x@R^lKdprqwr@^2_3dTAZ|OdWj=S*MIMML$ZrmK4(|0(Wv0pbEBr
zfP`PgTVh}(bnAW`ruHOnXviHXX11+@)<^C2iSQQ;vN=OUIb>6OV^|k_JCN^Qlg*cE
zw%yo;6s)+X7}I2!!DasgDgA!*p~(Z-x~{>@06oCOzU45Q-lR!t&DOxtM`Cz+yVfpe
zCcS?MghdU96XA>~U;v~hZUzqIT5GE8u*<OX&So>MCi(v12uo?SLp?9?xZNh*I%z>!
z2_wB88zC&M4xNSp=!@y*IaGMa;a39W`|`^HYLZL6C7;<U&rE5R*3sUH>)n@mWPwlH
zf@Tg|A|iJch-FyElt>Apb{mN%y`8l&Uu5`QaBR++1jFra)7^?U#3#P``1*Rs&zc8w
zbfv@7_zF&IlS@HclH@j;=uP?EI#ch?#$9GD5jfmW>rh#F^-QV@pF3_SSYNtn9fxXR
zO*%kRoLVC2B-MHQpT!fScNE#)If`}ciTJ`}7*?g=%<AD>stQr6z&WAZ{ORJkZqBVY
z{DPYqAq-)HZCiV_C46=!_<=qW3AG(mfN+U&Di83Wl6G-zx-0X&+0}Sdv*%uVmg(LZ
zt@cjAW1fXnuQ&WvrMY6UkSEFBer3zFz79ISQ`p5=<qh+A-)IUs?r%=%93p()7~x*j
zS)So0$UU)r>h(WR1+2r#x}aff!wG*|w1U|Nj)XR^R=101;u@yU?p;H_mjNYt5r!Ge
zP0sa{4$60s##8*e%$AeekUf!50mzBv%1Z2Yi(q;avWH?Tn43*n+49W2;#BZMW6jg)
zmTw1R>>K@_68EWT3`A$j<#w<{Z=)!ETdC(M92gzpnWN2R0|5su^h2Pi5DD3n<dX`b
zqwPzHQ^oAvcdleWR%|x0*ga-p7aUKAvKaVrn!PWZt_Zi+!}BHi84PzB793*h6ny(w
z;4y;PwRrRSulum`wKMn!++{h^+Bh2U(dB4(ul<{Ne*=Iz#wDew#$2KLaQY^G$b!E8
z$@h-&3u$cpA^`-79v*8*6wQO;A&OP>yihxp05Bot8y-o)(dJidYnf(m#=NNY>yhdc
z_EJ)#yeqOTtzLd<D*Cd(D)x4Nddz&d(Bs(JQk`e=(VsqM6##`wKY%B#kZ-L{39g^}
zUHX~^;Hq0jsCw!8?qb(>X$|{Nf2hUdGgOFG%*OJ=PcrL5+pYAy^o7Djw}>McGR<Qa
z<e0r1f!{uKJt5WBOj}j>VTfW-7?Ol09%Mi}Bfo0tPzWEH<k>-5JZk%Mjr%uRfO>HI
zw2X+sJDqJqaA#xV@YKgNE%t>=H3<^WJO;?Peq8Xs0z{yw!H54)-d(V|*|wNjL=E>0
zi}^4!>#&By6*4+$7j^B^llL(`oJ<#48U?2ag{=HU<Qcb_nfb}Xk=B{{Cx?;2Psefq
z;GdoycXCx>_hOW}IsOK3`*|Kg|I8$(a4!L~S6P+66rQ7kuiP;62{k4F8WsGF5YdJ4
z?VT1_A9~la*0Kh2f7D?S*#ZEkI||jc;+M+#@0j0KVwbPG19J3|Pkp7=%fiiQbB=d9
zhI^@68U<zte5P8)2}!Z3W*Id#WBWB>n<IT&RmUig2rgI-<q$=k7I|!h^7xP{8+-*+
z%heM!HbzRjtW5g3%PJAnES2ANDKt?aSW>O|s;AQ%z9}^0cV-r0oZ5Q${f~7R`xAGV
z!h9wMb6A;E{P=>}qlgbw+<w?$+e7l;P8AQs^v=T$qNvN~&Er-6#hLw)sWP^^Pb#3Q
zHWy`l{2s1#`pNfVm8#t3%`*Zfvv)^FEOEnY_N5uto9{ZY92D3DAbZQ14QLgbxUT-_
z=B%=VFMLZh#&<moN>l@donO6=(9)H0V13yKav(BYj#1BNDe5ve;BQelcCEsB1lotq
zNf^jbxU+ydOt;ATa4RA0Bl{O8kQcWu#&k3fZrPmS5rXB5tM7&~mY!WGx*Qr7*Km(L
zJ??HvhdGwlPBz8>?wBN`jg+hBjZpVKw!M|pw~xzJ48Px+z?lf01A;{hTZ^P0Z`!jT
z#RCoSu3Z=b$G+KOQSP&;b|IYjg3s5<Qf%E9)c=_02buZCl(L8e`|Z!L9XUO*W~-N>
zNT~PGJZ-dz@|1f01q$GrDx%s75Pzs+hU0JB-+Z}c1A6S!!!8H538b>`vOc%71YC~X
zPwqZ!Xfn@ny*Ca0ZI=3qFJ)?fwMyCj<?8eL6EwBH`4IU2L<9~0`zs<A1;mg35A^l;
z_yzSm``nAT`m};%6nmUr_XLk<fB=WCkKVCwk@BA?F<s}^GeK$t?-^9z4Ug*DHmGrM
z=saW(RU!^jlXd3uyhkTVuv;11QR}@MA@9C71_F-Lwgm;6#g1By70k0c9V^vvy5Vuv
zcyOn@*};LG^LbKwx@8I3c{Z{49*<T>y|mO6t>n$HF0bgDkOQom&*d?D9O}gD5FAvQ
zH3OE&5_#@@8U@6JE@{4}->M<6MsFhm=232WB?DQzn`s+ayIRtP6)|!wpL=X9i)l}f
z92H7@gUkM1)b{qN$f@It^2K{`$h6CJ24bsN4}2OzUVbk({m}G}0#UU$DkzQ`(EVDw
z;~Oa1pI<7P7imIo-EKP6VD^qv8I+fswLUFq(13vWz6$z<uEmb~!x`<!e@PXHdluJY
zo}#O1`CeDH9J7aEx7NDlj9L3mu7|vzh)7QjT=nSlI8>bLw-^zVPAog`8#b{0U(!Lv
z+MYSUOCfKJv$O4XWT+8$<B4bAob+V%vEax^pOM$q8J02YvOr{#PSP8&Qr}uTuk&i@
zj~;dTE~Vc?k1d0}6%iOw6uK(q;3gct?4k<HbLr`@7rXZ7L!dV%MZy~ww4WL37!%<F
z{S4woP4YcF6r>xO8M$cn1p+C!u0&wf>;J;=a8;@MA!s2wr8woY@2TInf{)j6y3V5j
z<CwV@raoi0$uD&soM&zd!yRkNdZSdOFNA1Q%*I9H9jfY2ym$=n`7jWxe_ifdN>6eU
z;v>gEVD55|?lj%yh>><yTg)Sc*+M-F7N%8Msw4NK#0n2+Bzlv3x!mFd&d^p|vZdm$
zt&raxdw{;5@5{aHp4aSeH*4R+Q4$REtdaVCoM91dYZYzM<7KeA&Dag*xz!}SA<M6#
z-C7L2F@AOa&{xFSPV+&(pbY1{2%4QG?7)$ArVpY$hIx)#MGl2N*sJ|G2dHIiVTjGv
z(i^2~{vG^tQAH6WXJ<0XWuK-^vA4uB3v@6Al2ZLLf8n0f?#HXD8*F#(i1hxcRQ&y9
zXqnb%E}R)B*obv}Vb=Bh`>{<n25=}w=7amCY~7*kVpbKqZ6s>#7_4V-@hJFji;1W!
zO%)c9NxqaasjDC5*z4(#BwyIr$0MA^q)1mHf4lhmyZ+x6w@Rqf-j^7|wdT4&srMi{
zSBpPxc_9WQU^i3xAm0`<Z+<+D5Xi4-(ia>40xrQ3rlo)V4>YE`_B8n55LSbYe*g*X
z%5<$)iTY|4<#-aGq{kWI$#pNZJCZ}UvyhLR;huN*z;dR(%tH*HS|`=D`zmnY3<DGU
z+s!^P{}{05B?ybO>k1_)b03#|02p%{^Kpn74I*bs>Frwu-w;P`-fg=YNvFlF0tJuO
zCBMmJs`hd{(s_35xo8aLQ6uA0IAra#&#b44<q_5ob9NAe#*R%5axdR^hzuTzf>b5Q
zduNn<8Vo+^5YI&k6x6pxW*1T>J~rm<dsq}F0>1w$LNGnMB>=URyO)*3fN}-=5*j0S
zIsLBsU*yZXs;WP$tNw;PL_`35{b%<FB5Ukf$%E#&KBiqx!DGSP4y6r`jpFAjmLqO}
z#J24TdV8#l+@D1XSEbaq;quXzNT@2%F%HVKCF7!R{z0jpUdMGwil!5uV(#7Tzs5u>
z&3r4a%!oA3+Q-IFE~p$5#eYp+8gRUFJ#t5uV8AId#N?7ZTip&+MuZN99C-#><GjIA
zo8QYxk>0hz5Rc-+YO5&0RB7pBVB9_~Xg*D$-*&S*-@NnvJz1jv@JZ{e*jOOn>v#P1
z2g;|5EJ6OUIPo9QHjl`{2hhsv3g;Qv8D_4Xmt*Y#F-|eG&nkM60vl~dtwV#_=D$JK
zW_tI`l~DcLE~MkobvnJ5ws~68Y(&0E?3{6ljR;&Q(2z2|;#NF<fBIvGsM7gLkhsS=
zS$G=9EQkecb^4<?1qw6YyHbNdd~@_BFg#BgNtqUBiUIX0_hBOiW)bC0^{4fFlQZ_)
zE)SgVh+PBl=0!lgN~Y2C3_ozo>LISA?q$tfVNW_EJI@!d>OWs<j#x`~7nF#<%JeOr
zm(@-)p(=D=0K8b(`c3TlDdL*9XuijC`8J;)Iv`{;>D9!4k%7pgTMC&@h{)3W7`r<*
zulXgV$$?ARi~@S?!{@k1-33|4_f_>MdZJeQC!ue9{2lvEPnQ@|SeG0Qdkoe;23kU3
z9g`;kiER*ZOwFo2Zt)bRN8x0oDUV8ji-}Y@G}$2#xtXDIOF)wPSx9{d)1km#6EZ@4
zLg+<=Uc5qzEk@M$CdPlyg+E5uSk5m5keQEJmpC5=1^+{?&aG4@71^)P=d4r)hDpcK
z+;-}>Ey#kIL`l9+RqvX{H5WzEN;&Rnyx&gxeS)YvV3C_O{{y)W8R%;WxJ{mz|IMI8
zpzsCl_pY@<gn_c$%d_WK%1kb%KBzlEPn=TK(U99Sx5%Z6l0bh?8={w{N%pW!{aar_
z452A<G(tm5O5Rqx2LFA2zNfA>xs&G@%w(D1s^W4WSm6yM%nyC@sECh&1a<iM56kyD
zG~&nL{%}j7$uGfBdn{`IczSJGN;-J_C*?kljN3YC-TTKUl$v)nle}t4wm_GVu4@$i
z0HlX^gB3iT^)Gc^O7WBVw&dGGw7vJ?M+Z4|VWs{78^kq2|K(+ERh?KbGO9R><rxpN
znjd>qbAi}^B)%$N%2Yp8I<91;B+#kq_2<9;`3dYhw#(iVHIt$)lT*9B<ASMnHJLM0
zk(f>6eus<4>7e2jfV@D8<Q;#-b}A}PUWaz2uRT5NNV<*l?GSnM^abcm<E)&@0dd<j
z*3WG%{Pfh8N<tUTs4vdv=l&0rL&0sijE8;978E`rAl@ezR=85ne%~C-{GBc$-5=V%
z8We&r1a@2R9qEN3^!qviYvAtzk@n#6<yx1ThECn;hf~C@YNmSdQ_iTH>oUt;ClMRC
z?Cn<cgw<UCmu<sb0Q&BwvK>ezJWu_#x7OsmeGuw>5qwz=dA{{Ek0TSa1S^l4OR1?P
z%n{J1q5pUYN{t}5y{hisCm7Z8yE}%i1hU&s$#}JxISRw!mfbD`+4^(aw95V3^&&#}
zT6ko=u4KpW!~d)o@`N_mibj+)hb!*-6ZB3?RmJ&%A68FaL7ejgJTi=h4pT2lD1(HW
z^t!jZNk8t-$EhS*|4Q#*ukTh`1PQbG^8SkB={8SL(oAJpk~uVT3#7ZDke0=6)9%PE
zg8bUOZ<~T`tH5+17qQb+$zrMRXl~yO|29f*eU`b#^|@1z)M6mdP<KX4gr7LZjQU1i
z$z1gQP$+-BwL~C>fcn}sNIL0uatPt2JnvYN-8jc<VOnO)Rnyek2l+ZmxSAZ$(mLw7
zRnli{{G0~JX1QnqF5`hW4=>GP%Obx$!HAvpIj7G6ZiXy-f~I<q)+<qJAz##<|J}X_
zvBp=YNZGAxi_#kAAP&USs$BjhNAaQ&zh-rVXCFR7Jv1f>5TjN>q@iSJR3!YBTffP2
zup6EdPFDwb{b`M}H0=p5l##;df<bm(AbbofILSAvgm(~5xl*mATeh@-Q#_FgN$pa!
zjz>6`dvN-f&U9Y6I%3ybVxcddtYz^s>sWVI43;ouS(LZ%(wHNntO8+<96?G=Oj7ZP
z+$t6UiPUs-V7Prh&?8I3{#1MT7d_c5&r#%QK;Y@WKge)bYdOUiz1PiIrUZ+1+*v8|
z|6v=Fu?oI$T}f{?!RUwo4N)ft+NbWY7&*zkD(#1Jk`Q%NJ-jU;cywq!w`6~IxMcJ{
za4^TXiP|b}k?^9iHszd1-rUG0Q6d5XM3rZJ<7XJ)cVrw-947bten&~=1bnh?f0~2d
zOTJ61pU@jm&R|H2MvL<@MaTB%Q7bPP{H%~Lzw={y-d4)v!D&#U@z!c;?n`f-2d=Ho
z(40OPWcy#JMafrN*O|T$fw#WUnW!D6w1+}-%f|9J0bS*N7|W5(QKx?PB5`(^9g1P}
z=NGmq@=>LzpKC{=0_KK1klC~fTID1*>l+@oL^M_nptptvYQQE@hVz#_Ohr>yZeAVc
zRAQHF+#lA+#Xcqe0EDxGab-3`a?VRW?H|RF!n9ey%S41<>Q<Y<Q=5zq|83w7Z7i~v
z!pu**BIk=JhqM&FuFMCBl<~XKi9ga{7imgF!BSzzj7FZ;yW_3%ff};!aLUTBRD>R<
z$MAjOhr5VtY}v;J3bo*tCxSMX$Lu3pHobF^@BFe;>4Jb4l!ke+()<hm4w|TY{&7UH
zw>W=*Fb7Lio9xWmChaH7AdqOOD5RjrE4)zD#3D><33))-U+l*jwINjSC=@s+tIBi`
zRo6NX$bA@>tFoP}KU=(YR)~i8w2LfzX7=&6OCE9gDJ$5fOp4s@H!Ref-n*y2mZIY~
ztya{0j=2P!>mL9Rv;`P-K1woupt{m|0D(MpJBIYHxlVVjKkwmR^eI)_dNn1X)E%<V
zAJpDAy#6P|dgax{YY~y%uN3_hc8r;|%!LKdCkbJS)L%kIFsCQ3MUk6<xWyT-QPM#l
zz&qIo_q|AcJUX+rrezn*J$xojd00!lv4hFSAV>+Rw<G;F;<QLQ7b9CC?<w*|B~1Yi
zC06;UfUbQ_5imV0tQnzhP)<rB?G0_kB3#U&|8>tUuLl$|?qIiy`5tFj3R=ftYNz0Z
z4J=5zl@@uOF^k{aeqWX%xHf<Ud&Udv!9M;m#XlBX*cwn{S+qJdHdt_;i$LHv$r{@S
zmN-pK$p<CLMuMvwzQ4X4O1wE=-7Dc=$gqwtN-AoSJ#=R)%O1Uw#&zu+TIinq&(*@W
zj;WvdX;Z_pYaSa2oRLuGNCkqM_R*=&YaU5Dg<1bw&)d^==hv8AuY_m#G@L@xV+)p2
zP|Jc6I4g6rr)u3=94rsf=Zo9CJKa~y9>^rf8v%gp1-|3`_11CZwq%QGYl|j;{A_=V
zk|C$(DI_1T?mm;&7Uz*nA&N8NUe9F_1@DkqX2d-2IB%3U@CXZaCId9Jj7Xu{Oh(B-
zKWc2JCMw8C9r)S~UJve;21W)absLC~yN<RTakn%m>3WBE=91^H=Y{bTS;+kS4t`Dd
zeoW?6tZps0^V9ILchn>G)OAhqdAsW-=7Jw|z559ii$jZ+`;m@r09lHr&~1(Lz-+M3
z#oV2sibgX>3Fc8%3KK_YUmx+o^gp!4*vwtIi!vN~o@YvQVeLy)hqRz&wMGMkVrdSM
zXTI+c0v(!Gsc}Em1VnJ1g_>pm{1BaYJ%(4FVSH@1#I$B)GfI_+-(~*@1??0i0K&P=
zO2Q-S$q+U4@j2mW49ob=smev5E+Eu{Xd%cyn`2m?t$z%Z&yyf-E~Mon%_^fY(^}xg
zF7DG(g?HMzRIwMjex7FV{VV2SUs~l6^~V~^u(spJ)Z)n41imNaD``(`ZQx!V%1jO*
z&~|Ke598-En6k+@S3)R)hKQ{9*cqjsZxsv)Z7`&cZ|@f+S>O81WGOpTs>&&S_$i%-
zKav<*Xb9vvhcDqwOGto?h2~o_JxvlkhZ!q)WvOT#*bd*EGXBdW0#)`}6;fdR9lASI
zK9-+sU@{V_k^gUdk7hoy{#YXU#T`?`HBun11+jb-sLBUBm(`P=J<EKiXLuI<yii6*
zwwJGcSQ684MEEN4^L0n}MqOEkkFtnJ#<%^Y)j#K{(-yJD05KHo1q4IdN>yzfH9pUP
z0`kYAlon$Hbv_dpZTf&5=Qf)kL|8%VY@={W!A|3_$LCC<*SpFNt4~`qgUc+c@qQ|T
zTKhnLo-7#ueHI|%%tzN$gIcy4??JxYYw`wo2IOle{LyRbqCWjs8nea!K-p>lDx2M_
z)V)V~)2XgEZl9XxUh^rpb|NSS{1X&*QLjhbpEBzq?O9nQO?f@n1l@K=>s#HbE7dXB
zrXJIB^XATFFTT+KTJ_>$@DohqfD5~SI#6-lJEihQTWq!GlM}Sf^@+CH&6v&@@L8>%
zr)OAnc!;idENq3aK;|@pD(N~iadO8CK)RwT_0+Dt!Z86kjmkE)0`(jIY5u*M1Ys`U
zEnNxUlA{s7w^A)jC%ihUk^y{;J&*L)y20+)8L_}CP53Q~6C}?X@&zeid%6zL{+1xW
zV`kTH?hGO7Dwy(YcD_K7;?wZk$Eo7{?29S7%KWP<+@|_Rzk_|xxx8jdYD#blWC~bS
z3lu!jJ@invh%u^wSkzCR1dXg!6<y69`?wTL&!NoIdDbjDWTB!n+I-Ue!LmH6??jh<
zXNf=ffR*b0fOpav8>ueUSw{H9@S=|nNgS*|F<7ES%U4WIYfF>36P+~gM5v$R-k8ME
zTY*A#ueZd`dzhfdY-QdH(F$)K#ddQ7$%iT51V5&dS@a6NU0@{o&I~g9zF|<}Us_0C
zuM8n1{%BMUZ(BkEn@1LAZhoL29tOY(K-bV@J@wM}`~$1UKjR>N)!tH9YQ3mF`b5pm
zpFNB`dDztZpN{Is2y%lW7NRk%OA*ED%(Am@!WNjz{lx&0NR-4TBsemhrFIRF8KC#4
zM`or6yitbn-Q(=WDqel7@D$c9El}oUL%99>=RLms)m>}-7cF#`mOPb}d5&9DGrQ-+
zUU9jDskHiOtCGNGr{naEFyPAU16#NAw*{O@XqJ?)#jrxyMI~{xjisgs83--E_OlKe
zE5^eua{hDR21o?QqTDOmQ>QQH5wJF5?|pRLPR`z4xC}V9V1NeNe7R|Y-h5<nRPK$$
zRpo95UjCF~9#PoUYZ~6kraXGFy0!}rTmIEPtI-Yn{juFj8~z!DfK1<H1Z;hKn3PK(
zMM5PD0dL7Etf*ijwVH76OtuJU(P~%cA)_ceyn2cFhGA*R40TjpF)yg5d6^+;^Tw|v
z{#cw^z_33$z1v8oEF58_N`LQ$K<`-`+NHnT81<k|10By)MBr>z-AR0dWyWnM%`Tf&
zpAMm%!P)TiDVga}+LJ)m>2D($v-Qs|{LWbx@fAheAYt}>60^gbwp9D@ur)+MW{~0E
zk?xiR3DhRA)B`J^x>V~cpsMkXwuQu{pZemwHbwcO(A{DGsU1!uBWrT5K!(!p$){U?
z8`neH)re{gq`BI_%B&o4Q8vbQW{Xf&_`b<3>yX}Nk29obKmW$|*?dVkvI7#t%9Qd@
zE#;hA8iN3cJ73;-@Tol}wQYL(T{{S*+`dpPzygT-UY#`=wV<ixO^509xfkM^US8LP
zk-pLtPo}HrJc-WE(1x^C@4{vmWyUepgy%SQg};p-h77{ZHK0o+HN~FySd`3PDXn#$
z__e($9jv3#wo7MooIZLXKOYMg;k4<#G%2U5rhHh!sO_Vg4`~Z=uT>dc;&=ssAmf<u
z^y%L|av||ciqvWUEQcqJtAYu_XF}U4B5U4xMwnpOBpqsZnip2z=tZFe<g4VrVBnX-
z1r6<l$kOH&^Z67O9`hG!Z25uJB6?!sehO$D;><AGpIbb5=!VzZq}^-qJL-C>5D^4e
z4)7iU)23tz3Dellnztu`k2s;yc;pwz(WR^pw(GtIiRbX5cRO!Da9Jmn=X!)>NWXk0
z_iS~=6}gyA0dK&I^2K<0tdcS|f|<9E!OUAAd$P^4g!+FJor^!y-yg^4l64W?<7+N`
zkxH()&$Ww7LR93gki^XWZgVNR%xyxsOeG|2#0<k+V(yAuhtV*%xs17O{C=PBAFw^P
z&vwpvpV#~Ke!jxI8|}WXbUTe4RynT^uhu8u$FJ+AdFsymv)9#A^y0fxyUif>?~Rpu
zAFyhxr?PFg%FQMFn4SARDQQHIf=-{|(Y=r-@ml{xmLP`r#u^k3ylbs95*-=;&A3PJ
zaJIHWt0+fpMf{^bJmo}w*Y)1)*wdFdWx{WWtd)-wco+7x%=?1Fc?pNR_MsZkhGS$f
z3Zl4(_8-1#J4soqBb0>8Raw?QS_`>*cjv!lmBkt!KX12rFCo5WTv75`ev#EEk7TT|
zXsCq0M%lM5Q|Tvj_V$%L(b|<cS3yC2MqQ+jIu@$=4SD@Wzj4w7J1e-=iC4doju#id
zuqNRz>k8sr150F6%>4*Jd(J{1d3rOTqjT}e0IXfR+v|}Nh)HYGQ;^ymJ&e=Tq{)ZC
zgZ9Iq$R<>sZM$-0S(VixNpEOx4Hl$G%jkOgR*u8@s~Z!ZGAfcF%pZ)3HqcX|i&)v(
zwfBALnkWaoPc+f}bc&01DM?3PC+u_AYNwt>EwGt|$>Hc-seV2bz!xKX=!CIRo+iAC
z6R%)A<#Lf@9)pHn<MTCg#Z2yLna&zE!x%jBE3(+>e35vAcJPB7WLWY&dTxWl?BRBP
z<<JZKQt4k7z90%XodDmXyWH^iPv@R~;>jS8@B0V*;(RtVg5bR4iUl*Td%X*Dm54w1
z`=h)i9uk8N10@5^5py}U{DnrkJJn02PFiTP!R_)miG|~+&-a;c{<K!B^v-Hm3wkQB
z{_xDjPa<_52pzsDW&E$H=i58V+KFe<lJ32B2Jy$CH8mvXwwrWb<P2rM1?cJ~YYVi-
zH)hpn^C6&}3rv;nJIs-0qy~oox!}!hi%s{~=o>K;DZYX;gT<3E!$=R$3Qmg#G%uY;
zUc)6^tj#cDRjj6Pej+y;?%cRDHpM8>al*ckD=F-=9_wumDwwz}r6rsGNM^^B2=%v5
zF}hVn2ge!+HDeoflF!8+6Bv?t@oC2QtLr=s6@0k3oR<xD&X9M^#B^%Pg)d<1s{Y`D
z87~yfkhrCG`ON$=hv?+OuDAI|=B_8A)JYDjU~padbWlchW`MEP<gAJMsS`5SLej0J
z#6UvJl-RKO+MH(t_Ry#i)9xU|JI{!UdCSNjmO~VaOy^x$oYfVMf)60+NsNxQ8}iDc
zCqpHWO)=9DNFdE1kYRp@db0PY%htd5)#%YTSRgu1SVvLXI=F%4REAKqXTiqo`gBk@
zfE|F)>AEO(w$hyoc1H0Q%q7NfphiZLms2VLS}-7o*Ni)r65nc5j9Udl9bCcSn8enT
zgNNLAJg#NgGH{b?3ihg4wzGBV;A}9^>9a%Vl{m}${}0s6l{<Uv20@13LW<F63=#XN
zowLtqUN}xAR}{T<JK3cuRqU;BqF>`U7_u?)Z%H<g)*AxcQTOe3V0Ob6Uc_<KDu>j+
z|36Tye^C=G6dUW9AkuoISw=_(wAl%mUD~;GSf?hnU6C0~@%qp2#3I%OHN|rM{WwzY
zK~nD@ZLfs{G72+>4?`O8M3p%-FafnRiHkyOzS=cCdq%{u8l^P7A{{Q~uTvi38{o*m
z)@Qr&9pjqdUcF`lahVPIALs!kCt&E6dr!ghHmCoAf~eQ_UI6CL%#=NGDljfdoyGMS
ztj7<lc|=)`&c@ZLntfXBGmwGspfE?Dq_if@lkF<q%~I6$Z<gNqp{SQ2_eaSx>81Kp
z&w!hDjnyGz%OvUr-0v5|t#c7T#3F~(L(7{n%U5zIrT(CpB;KEPgK+Y7{>18lrf0l}
zNgJ14p32C^N(Wv$*1ZD|j85t7i$!FK!scL6TGcC=S+GU?Q0~fv*H{ApJ{m{pn)Z`s
z9Gm%CMy?x3F!dc!r?_O2zAGy$TJ!>`r3K&4oagZn5|UhvKYkHY@8YV_6|U6N+1dDb
zErbq3o<p0C1lI<>P+A6for1ea*}XFItFp3r=08(=?v5pCepLrUmj45NiW^*{h<*I0
zJq9^o`#vY}E2e4s<R>O~PGnO?Gw<f(N&G77f1t}G!3gJ7hKEP~TYI2#q3&-IZik_F
z!=+Kvk*^FCw$sufN!j`uAklnO#1-7_+WOyRuGYlbxrd2~(f;|`J{sh~3c0+$|9sC(
zXA~`bts<Czr?eH@|NS-Bm^Vztl8`;j>UHh2SI;=<e0usdS-PK~FKBM)m-o@!tEOSY
zDB=ERcH}#mNym-$gV#C%eI_zVL^5Pxzb8i}d`zKrV@jR*!!+aS)ol~vVPoAPGOACP
zGJ{F?<x@4OA0WQI&?+kK%buXYcPf*8y#U9?%c8s1oBxs$O<;Z9-0RAM_k9g-vH<U&
zYah0>K&C7WQRjH*(Ak(_fpB{{10x)gW-@12Qac?YWn#5o5o>&o$*lZ*#UAaOs^_Oe
z;();U!oi0X#8iW!YKCw2IrR?ZdhRfx6RCNt7(QiJjJdksFhw^TiZF4UbX@NCJo^Q3
zE<kr!zi7@gAFL-Xcg>1U-8w=RJ`{VI5|H%L#b5SM)!3JhXP{w2vrV1AEJcwoUzoR>
zs|Hvk8(RCYD$8VTPvwvu4lO(TtA7%|2FztUFC8RHq&4}}AM>m7n}?i^^$ic~Lw0nB
zmkrf3y_r5|p522@mZvg(g!n%;cQ$RWh811=kqC@>#SdGv)7L!es<Qw@gwcUB5MA8=
zZ{|$>fZ9`xT$5|yJHm2OxUZg`W&dZYm(p{eiYXv7ks+LD`Q9(ZAFOHZ%^fC#;}v_Q
zMqe|~vFUUg-dsFCi0vgLS0<L`{+EX8oLw<*6?v&KH8vCf<kt<;qy#TFx=f0uwucbA
z7N?&~{)Zp^Ge5Ac_H^lEDYWmon2y<RLaR^|Z$VckabTx%;p=cVkur~7mXmI^A#wCL
zq6&0uLSE-O(%P)FWh^_v!AC<c6b<ExAq&YaDeK&%{tS1VD^^?2m?)C|d%x_xh=ptl
z@*NnHn^p4hG8XMTw=<<iic%f!mF}kR10-G3x#ig#9I>GjS4<E+trGIi!3IxK$vB|U
zFX3S<VpTGEe=@|^Zsiulo8L$y-}8`So#<G)DkCcmW9;eZI3+rpj%$@n%G=8TLJM&7
zEEfBh#LLP-6H*xvPFL4x=Uzn;=s5TucQhtJcT&3b>owBzsPE@uM=hE0t!K_LZE_BU
zyHJx;3|TmH#Eks{^L=R~BqSH`^&L2`EthDk!C!@U<*!zw?`(Ot3gjR8F{vIn%dd{e
zAHv~e5*?jpY@X5r_<2Qwr)PP7O&^MSF4ZYKT7+qrVe6^~D}R}k6q3rE_x4z;VJb+0
zwZ^9|&ty{BGigmA51pGa{Z2)HY(AUev^uY->nWFTn?|zrn|Uwv3+qKod8klT9=!iT
zJQ#+P9?7YW4>zn1psI)WgZ2<!bS8<9Dj+}B@$j7&L_B+q`=MJnzZ(tkl;WPKzy3-{
z$xP)zk2%HEy0)8#T>+*CibP*e56*dczz4c*hE#`#eHew!ckT`|5A=)<Bwy<Z_z1VE
zSeoyi{2e1#bGEZ->8xmNN1uS!+V0)2*;jt(Kb8l75DID+;zle2C&@*&RC#_6>n&2Q
znw_Z}u_z+{)-wZmUPuck`bC-6XfDBmrcXXcV!v<1n)Jhod;42B1M%m?8o}C&!FQ{N
z<YE#FOu#xenD89B>|N;9F}XUVYA)&A4qMs0i<6x0_@6$QSl_SvKhP`tV@+C-Q89b=
zg~ls7rXl@2!h2r$2<yb^5~*m^OPjz60Yg5eW>9!c75&pW!{7KJG+`ne9uav}rFvLB
zBh!RQ-rqwy*)Tl-0pK{}Qv345cPQ=wJ)uszXhmN4gw2<z_+yf-z2yPypE-pBrhJg?
zJ&ST3<Jm>A=T%uFw?{Bpa#54+SK0s<L)GgY7!lYwcB7IN;jc2#;3u;b2EQ+5ti~x!
z_k&Ee-(e@Y#C~x*<9F&6<}SNT#$1V9cyv0LF?g<QWdzY!z3h`2Sv`11dMv;WT}NP*
zk@_3iTL?>;md68THD}U&kC%=vJf4o%q=PZdVa?X$%8m?gX=Mf^-Mvqd3`T2-ojWud
zlq-0ad7E8U<rrdN??bQ|qeZ3tXTz%fdt$wC%#|{KwDAs)`ca~x7K^sQTF|n=Pc8<l
z$Fz>Mb6i&MKNd6LiAkyjBFb@g#aCXSnfADO$4ESL2|aK#6Y*c!H^SUl+kF%s`hGQD
zEiyyA-h0*^sSD~CHT3IrzMI{m820hafY2th_@yG*sbN1UbXtHWV|!O%%^WxP`+yNV
zX8$+&dchA8i?nxW1Z+PoMS~+EPp!vE|0W%yY5M}H=-wL`gRu#R&}X4;%z=4n0VA%P
z<;{{3Tz$gLWEcI;;<UI%;C1S7vJpP#eeQeLo-AN$eV={k0pQAyW7=|!lg^CMlq))E
zkks~oKdvI>ejTE5p$OKE!<<Le@p}&|x==~C&TvsEbx9h0RXbr=fDcPTdoIpXt*0#j
zdQw@y=G~rWD)Q>r+R*l3P%%f4C%JIIFU}6#QN|B|^n>Y=NyV64gDF8L!xe}!K0GOF
zZsZ3Qp7*_Bt$N&%l7Q)3+h0D6THDnM8D<dC$l$hY-wA;+?i{p{_SwE0@tS+DMQvVj
zlr9$+^!iH*TM70EOpo1<5C{<eYsBkue#Yi!%Z-p=&d?mGt2dH>$1M)F-u()PFXQNY
z-T}iQviz{qj@c%O1lKRG93Zs94YV)fL5|>iHRe#MTj&IX*?!a;tKSJo%|eWJLHD~h
zsD=a5boEO8{{CW}^<1vHxbv>~x)mux_e)Pv#_`)9dAzO)*!z+Z0kuX_sWF?U<4d<K
zg{~ZrRpwJ9g@k$s>qVXsgq&{qTio7VIZ}k}-V4k)5GxE}9KZnOV9)1fFEd(XZt@qm
zU(IxQ(9wE<XzqqK=!?~b0vrEy){*z8v|MrK(X$(=iCgBs1}N}@`ONHK>kx*|e8}KF
z19*%7fk1)k*Hfc;j%dp4zUi2$Su#CYE85gIa75{SsrzeJyoet!w}r4~yTK(35?Dv*
z!`wS-QwvhvqR+dae72Ka00E%rc^j#;8!qM)x5QAu60Q|Z!cG%z0@vzESFQv{2h<3@
zr#Esfc7^lw>0Be=htdvU1>2^<L@2e`)A2udR!^>d07Ty0SJ=`7l$&3OaLO0bKBd|5
zZw}hqTbKDTMN-m56e{TCud)Bf%RR`aktF}7?0P9C_wBal%41kh>0@1yc^LJE+N12W
zq#Errg5NaGjc$sCTs5nac>yxIm841YTryZ&&b+(=RBCaB?6MUMg}LS*OaZ93&WfWC
zBz$;MpeWF&HunuO+)$IQ>VJOr^3<z`jLuemm&1I_(TRt&So!V95uhAs81cHy7&O~j
z&d##|VxJE2LS5bUFiCjFF`2nbVPI|7>qgqqzJ4h$M&ATyXjqoth^*byZ}$a%)&@+n
zvHG^ZZS{85DBaH{x96*?fAwbrt|Q=GjbWwnn(zMgmM#afT7=Y&(ur43ED?=0HEkuX
zHJh}$K0BWPmhkI`FeElOI_Eege=9TXqgMY1dW%%4O)n7TR)rug0-JK$mYmvWsa|1z
z*XBI|lN0Dt5IyDit7#Czd5zx+b=9#m_T?ExUB_A(A<=jd9BhmXl}tC0fn_ctGkP!M
z@R+2oBC7`j7QiQp0cxfaRqxd-4cZm{7u+c~{y=677EvfZk+3JD{J(9Fm-8gFPgHbH
z619^AOpXg^LhX5^V@DL~X`*aOZy<AlU}IU$8S@!o)&5yPNMy7xx`**x6`DcV@~NM0
zeuCO06F{gW#8sYCI)AX{v?Rqz-^cte^onT)@83lyIq4E-Tof)CzqxWSo@gRZ8qUQ7
zzZ`xgq9~T*eQ8K?!U^{MT;dr2jkuAdQfiW~y@UWy%a4Y#mOZ^X|CgX5o!4M+;n7(!
zjb_!(D^dk2IO3j8&<GZo6fTio{`K=N;OAf>p=E-FK&#^Q8^3GKXN<0oQQqji<}`VL
zbpi&{%6Gg4Pugo@@$Ok&*72;IAIj<_6^k)B7kDtl_kJDuqwQvGupL%jw;R4XvteZ-
z^HYUCP~F%gtvR{L#W2-(uN%XjVtB#w6^#}`qTpNc?YjAcx+er%^G@4Qn~NuR-?s^I
zy{)1@p+RjtY1K+OAbo~CS&(-X55yWs<xQ>Nm&O;1ogIrukc-H?na%y~n;WlkCuH%o
zGp{->w2Cy|_pM#!5fiEH(2jAsn!hxhb^VPf{-^q#qvTF>TR>CizH3G2B1Y-4kdY|^
z-qITuSh*Gw_0V$YAYWz>SaKzdEtT+B)t`PEsVE%hoA}=Nv`7%;_X-Tg0))Ol8&hXD
z3K}a!+MA5mQN=Ga9>nS|7+G0pO3lV~sJ5}h9=->{e)g&cq7Z{N)Mt~d_w4-S2P69n
zz;-g?)4$;nx1}KLV0PhCMOEs|<!8yVVh>}5nHQshm{5n*U)LyJcgy?5SKq%9N!KU$
z0gTQN9!VZlYFg~WBw^{IR*Ki<@yd~b1Fg&N-@h)lN{30GKd?O%58EWXMI2cePb|%J
z5+T-iWuyhQyh<eNg;Z!xKv5}S0tP$X3W8IQ+f#pTj|7i(_4^XLxRvkn({jX%C3RY;
z*YoS~n`=QpeYGJ^T&tjWgA=~3b$qGE5n%hU9r1I^fFnpn1K?B}Cq17vNGxqiePtyu
zHQ~c964eT1yFRM6$0?u4K2q~4lW(E@2b8DQaQZ(<Nz=hsz_Z<qXpbDCaIzyNiy9cH
zA9Mc$$uHRgv#PnsZnNb0>p;JjuQs@L5PR`jzF&y1ffZQaXsRDM)92@WKeTlk`=)HN
zQ?4;xEteZ7ConOs(47(yHPaVPgG>`!{OYkd`errp#p*W2xhl!I<nJQB>krYB$sD<J
z0Gnan`9d8%F&mWRt$5>{e6!&%bFCZ~W+;txsX-O#@w{sCR&aWFk7a$m%I&M;wBsU4
z+(|E!>&8~R#NE4f-7n+eWjmFdq!!BWRb1f5Max{1JJ-r>2H~XcxnJv7INl={jRI6T
zucKej#yDN(RZeeOj4ew0!`M2%m7CXeAiSnjw(Dw~Yftxjr|BqE!IPI(7*gc33sHU2
zEmW`yE6iZp5WWob7Il?k5<YiBIlvNeBGF0x^LzDveuXW6b+o7q0rO|*@na5{@T*P+
z!rI)%Oa3)DY#?>ad1mfs>^8LaI+L{YIq0KJOmf2?i17`|zqOcaFCVQi=AzVq#+?r#
zs^JeHY91(@u)8~Ay2?@6bjoz>Pv*$2ZvyEQ_$#Yhj2r#vdH0y{qqhzG)sG4Px%P54
znmT2f^p|wIYVyKPb9JhnC+2#Xoc?LK`m9KiV6;*+-;|-?w+Wr)tMlpeWp~jw$SL@3
z+@PtgeA$#7Wis_4^X*lfrzLfc$&p+17~a_<m>#^3boTUuOOs!FpP5(fmLF-lL^x%S
zV%l%+;6CG_uS>V6YV**3yb^t7L|FmsC*$)Mn8eoTqKTdi#Vduqtn!3YdiTR9L*x5J
z%cWw+WhY<?&cs9T=M5~8Ew=kz?k?<>#qie0IHeTuhs!3e(LyLbjb-Y5$L!nfymO(g
zjv2~<lh^)Up*ieL-$(~>;lq6Dxf?XM+JeX;A1ro4-Z{OP+@gB5n_)Apm-0T^VeCyd
zBYLq^1rl?!vTj2`Y;?+`%riKvRB?PcBe?mVHIp0d{_Yf7tX3v9#|5o<eyabkGk++e
zWh$cNIep}=N_oHUvgGwoIf-Oph(eL$*nD--+xKDl9TRzvHVKm<9;B8!Y~*+8H*?wP
z`C|>?&KrAPn~yQ4cbjQ&aND-AYNDYA<2WJJ*UDH>lGpth-79>He7U~pC-nl}(d&NJ
ziPx9d(46yo*$@<D3k*VB)9gRLL_T3xGM^LXIATA>D17&fhRwX&ZF2X}wP(RHQ!4ks
zh9eG$FBxp=d0m;MMm3Bn<4zhw@VKmr`0B4OtCV(Q$Pr-%LG%zVyCGk-Q+|zto0{g6
z5hw~ir>3=86)38suRA3M`A$K+dw3X(aw;*syR=P8e%;=Z@2FR>=bUf9`1#E@XF1Yq
zIr*>0E2<K6$*<t=xec^W1=B?vy#A$`)YP3+iJAORE!8ZG;uZj{ZPLNQV6lXuZLA!=
z4#pWI&1X|>kheM?xe}vDj{y4z+|gbq<fqLr!TE&G&j6nJFw2fH4a<hGy-;?Xwyz(R
zlwJ5)YZtNFVeB}6g&2qCxnSKF?glt1CFkM6-?Q!7WS8N&jFEvuC)0<2W(uo;wARW0
zf$nW7#P6>Ux+PhtuPjHGp%P04!T~(S0}P*EjzGScSJCpx7i}ni?op`zY_Sa1KTINL
z^AC5#;5-_}Vpq?z^Xf9uu!S#OiMP}90M*pvx8B7dFEfvs6+!;4d693kO+tOgxGK;^
z$xWvRMYU`3K|?CXUdne!T8AWEcxuwL_b}KS-mER!wC|Br<t%%DainW$DszfTv#VNL
zd{8V5kdh;SeIP;Un{CyURCVp6Ydj^#Hgk!O{56*h`kfSyNs3-yJp9*;7M?I+($RIm
zJgV8QFIPj8plP3O3rj`O%mxc_F#H;!Z@=;FB2=y4;7@_om*T7T`>;d%?Zv{zhV`O$
za%-am$uti=zW;07{D*OYhV|G;t+>2zz2cIxY<JZ`xJcrCi?guFOl5i9o4jtP%!6}W
z#K<nJvT~)sNg{r4q0Vl6Y%xE=zeMPJN}8D$&_oY$O0X#mJs%0r-}PPGA4%x@{FUlN
z_IrZ-MusUXjK}3GWZl$|sAv!CTn)v4*+sT!jWj!pOfG2!5w;I=ixXluM9yBnzCMF+
zuCMXbB)bR*+!zsRe7v<%MopK~TE*t&Q=FCXmG*$ag2GlCuORHcl5i~#{l0OoB%$-t
z(N_LAz);|SmzML-U(Ut#liqkZ&#f7pxEJO^+Rv<q<L^_xhy8Bz`=>31`$vMsRES74
z4=!vWUzEU+Z?rxTfBI#o?ywqAuZl<>SM%e@;-@bKbzEFml&y+C=&HU*Ij-M-Uw;~s
zoVA6!=p}vvk9&O~WWQ&;V1KIB%kR6?&0{iqH%m@at|99KMo}YVk8?}rrC}FF4zwn1
zCp~>e7RI(~?-dW`>xRIWw>VoKKMse)RE7oLA}ej~qji*prhj@}IenL*e3mG6ft};Q
zBR)Cb7`n0cj%EMu7+fA>8toSQbY&LpFSH837vC-L(e+>=Y}DcUpr`B<ATtb+)<rI(
z2SxxmYozt%b2E$Z{zLHG9HM0V!v@5U<62*p8bSf`vfN_tNAn06Gngnba|?ZQ0iajw
ze9S4*y)ofYJszcR8+mY(A=qUCRK)Ae68s@_jHl&$|9yw_i}g5MP~8BVVx8%BDC>Op
z&s<VT|6S|&TqqJleBtWpTv>&X_r#UD;n}x)`mAru0+_~=WvOWKk+myJW>Kxv3JFsJ
z>x>VvEvNnWtlVm(&|#t)AV^G1YKQ3VrgZjS&+d$uRVzbVbaw7Q(t$!jX>6fwZ1K6J
zTlPLA@yumcTHdbZjxIQ<3%coj*0PpbJ#L}2eM>l4`|PIA70snvex10Gg96oe&pA&D
zM(tY?gFN#cD($~~3-qMFRTT!D{XfKtSe*m$Pu~8#h4CM`UA4Sg?6d>NW>E_$CVtwa
z6E_{Iu*78w2PiKSw0V0=9rRt$6JrKGzZ$y8SEVOj>Z$Q@$8_+ZzCm2*1;1TvRYiT~
zPh|T+Mvk}H%QYp2ob90T8$jriM?z&0LswceWFL~Y|DZ$0BBAWg1<Kp`g#vRGI<Ty5
z;3LEX{>=j1+v`Vi6pzZke^O7XQ$mU5oH7g`BM>eZgZm%;_@gSUQUOt_G;BWXdnIb2
zuP-SH%?Z(qi0ONl<1T#FAcV68aFrUgCgldU=yo~9Otb%iEC74ZbeLGex?T&TaIw;M
zg4gj~)p?0aAjQQ#KL4Zb`Vu>|;$0JOd6nG@%2=Tb@VqtdI7yttS?V_#sX+EU)lmO$
zCga0Q(w!pKcG{1IL&=K?ft2F&q&>g^){4>DU^jchJXCv5f5{NwjR;Pc+%*s7k@<B%
zYu93Dwk4muT>N?RPEXA5Z2A9zLIJAR4b)76*axzZa>-58EQQIaMi#a~es#EWwRFn-
zeTh+qDIkk1?&ULEmiA?3mt(F<x<>ugbvY`!Nrs#I*;CKz3R@H{->CbVdU7T`7A8ao
zrwG^tN42ndoSltCgsRY_rP@4fqLbPd+{~SsUT$Rr`%iY$QN`DK;;&!~pFXlZwCRdg
zB1^f<8BQ6l5z{yls5kXz15w6SrDN_V<A6+paKVNej~FIK^ZXDbu%KiQc!1Y*>r`dN
z8SVcA^>$vDeMep2WD}4Ix8G&jY&f*eedqM~ZDO+1vr%+UO$vsTdLC)A{<CjV{R-IS
zxQ^eT&|ZwT*s9-1p3^x%88n5PK3^;BnzSClSJ@bSm^<nP{Qjm}dz|5nNX@UhpZ)87
zrb6hzS)nP~0sY!v>Ee;IFOcx{ayEO|k(1#;ui!le>g*&#=t(b6MQO~`+FU1<r6J?s
zy~LuZ(7Cs!@Z};FbJA|oC_&|Yb=9Mz!B4*QHMJ$cEmLgGHD;4O7PcxS8cu(rrMJ&C
z=}xegG$E%^mK_<1%LRvXA<W^OMfr@x4LS_ix~-k{TFVZ9*}s8&^HgRqWn+ckoGd@x
zOh+919|)7<&*!^}wRF3b9&L5e3ntfo(NjZ8Oi+7EXuEstU_X4hfvvJSw1S(TyXf>A
zK6ogyHAu>P*c<Tp^!1n3vwNVioSbb?IK9Z{XN-gT8~oZ0#0hVdBD*Y&EXkuCGwKh9
z(783k@ScIBEV~2h+Yra3EWhvo;Kyv`G{Tq|<q?eg2V`k5e{W6-xyXDvH@~8}|Nf2c
z(6<}dDfjmEzUFNd3L>U>bm1e7N0wM|e(tGP!_!75m_0HZk)+&6m}M1P4Z@cJwsC7&
zpWVKzHhJEYM^h##U{JWJvk5{Y-F@;bt!F_h#pfCS=kVEN14^>xnv>kbxTpHahAF{0
zt1-jqS+~E&q0LOK#B}jmQm)={>sBC25bEK#=c`H9`5)-u(aS&^pmw)m6qJ!TXC|D;
zk7lT68%j-2bRq7Y{<nf%BWehRAlx=l7)KxN+KaA=j~4v8W&>jKmPf58e&Gu!{rD<E
zrV~T;du^{)WFL@Kyw9H8fwDFzV=5m)uJH}uKj-lx_Y)BKrpX}dXb6j}-iWF2<#oY)
z)D&j)!z2GzlqCRp^n<X5ki}t!bOECv7M-ge+Bpfh>ZgLHq&AK;R(=1g$OKb<fea*K
zlJq;aL=%EQYaF3nKk-CWRd#3qZ+~JFd=<Q8k8=V)_3Fl1XB^Sg(Xx*MCU)vfF0ZB&
zbmNZ2|C|@hP*`J+EE0SYf~FM&ymygB)aY9#a1}!pr%(;Kh0y7J7VjC^DHYty>NL;b
zjPc--<JaNyCn7rD`ac55N@=xWi)47F_*rL_e5(>a#PZ0);q6I^mj)F-$d;#mo?&La
zzham}3&v3zsc{vw3jjvB{?-i`S|Lp)f1idi6x1QcVOXp)3xv2Q=yniC;BCn1O2}$^
z2)EzT7-*hk75HTcfF;1O$s~A$y`d59aNK4Px!k?V8ZkTcOPKB}RxYVO82WG#{EMJT
zmk8R{>5Y;TOn7!ZA6BmI!u=Jcdko@lFg@#+S7)NqkW~k_*bN!PPXzw9&r&chO!kz*
zlFH5=HUQdwHn`bq;C~>MVoAS-cZp=}GrkdMM3E*~QqSC|peHqDc$lf|s&QLVM)C&_
ziqW*>*D5gZt;NLiw?b=?O=D8$a>QghL*_T|uK{}7jdpe;x(;d6jKd+Nrk)<f07VVa
zCP@-+0Hz+r+W%O(rg_X$sQqRmEw!oL_mc~3@fSn^#Pz5X8NnLZFJqag?F<i-ex^hi
zMd_6R+nDo~M{h9c`0A$z(mgMJ#AF^fEjjpW0isK!_JuP#C)A?^gNmFd;K!a-BuohQ
z^cda}_`u8jNf#xe$BK@&IZ@}gV1di-VhqB?kPDa-9|0^hyczhQy5YoiMCl-xXyvJ|
z;%n+s=nyv=pt8~O#~Z#xsXstJ1H2Y~RtM3(O|y`gWTy#%#`xkv6Jp8QATnbg7lCW*
zMuv?Q?i|*I08EXGMsHiE<=m!4g01SgIvlu7L=E}$B|PR9b56-p4AYCNnW-DyLE|-=
zA_<?G>E)o{>3hWip7ITx9ZG~PltohZgx?Lf#Q_u8RUU7VErK}m`#aBf$sa5}y9i1p
z0XtU=2zq?GfA<b6yEyp6dHeZ?XUhBZPvo4@;3?m3CL6R^d?Bt;ZT1?%W!0vJJ=++-
z@qzrVEl-<CB1I0U{4g}-6EPKhz(l20`5GGf`WlPei5Mci#2YJrY2l*~Jm300{MOta
zI-N!qrX}C)9y1Jy5}*4*nphoNnZ)}m<YkNlEx`52<nx1w(@Q(T-7V$=J?@LC8J&`!
zfa7KNC=Wq*k?&23eWPywaSz$5Bi?bT6y0e$@pOmO%bBZQFz5L-1e+)uY?V|ji<inG
zu)L6&Gl(7L(5_^0d&y;QSI{baimCgwX_hC4+n6Wi7%gkN#9ky>`k$wlZNbt&;Kl4L
zszL^5<(K?1(Y*^hKG@%#wd^eI4tp?%HZ=}-kvo*hB5=gb!~<Fjca<d{sb9RXhBrCr
z=F|4Th#VC57ZKnAgo=v~t}&ARWMn*N%A2Z%=u+RnGC8Nhq|o<0p>kHi&cKm2P+InT
zF@NAeA$6FvuCk}HUHf;t@$A4>23yni-&Xg~M-CT#a@fTh&9i~?4S0?Mq${KkixrXS
z(kDY3y=Rf3IqT+{9n)S{<=pU8lBep<SQxukAzUs6_|6CL1MiV^&)`me$(1tYYbz(`
z{RW>m@65y-i7N?1U@YnNmlv2O|9ZDSp1=LfAy9KKVK8mbPX;4zt^~tZa!N@mdr^**
za7irC9O4M-F^#f1J+HsLHSr@_Y4e-jl@4eP4@Q#=)@J-|xa+8<_x|WFv4_{bpAvFo
zIFhS>=S7NrEZz;wv;fw5d|B}PZzuJ;ghRl}t|!@Bs`9w7X1w5Qu&|hqfKo=kj@Fg_
z@>vG%PJ%`4l(pvNBsK5oTSmXc1SVX7bIa_l#*DRl;Q@<-AHj{2T0=rM0tNtmouEyz
zTYumbnX=e!)8Ey3n)lmu^80l|L!(~6W@+;siwg7jn3u2UD<X5mULwc8K43rR6yPAN
z!|&Qcb#M(|1~t(khr~mLLlJwNWX0~S6W6+<WKxR0v^3=iK5Y^}h0Vgq*r)*Zk+0T#
z?k<Myo<gEyBK{F^F*}vZI{^>e@Z-ZAktsG(o~R!6^h1C@u+mwB&N@}vht!#=L|#+D
zk5E`Za_)QJ`w4!71PKduO4-1_?S@~p4&%B``SHkHF+?;!F3DteW7F@qK3;qfsUydP
zIrlBwe9h0!2WaBzd#u4kJ;AMpPd`V5n)()NfH^bW56#dR4G{|+Lryrz<iee-rTaZX
zokUFy*ZI>)wZi0zPH2VA#hw8lVB|fJ;4{2Lbd-gbQ2~>f-dtIq&rVbMclaAA`FiD!
z6K*SgB04~k^q?M<lRJ4&UE$d$%GbA%6?ju0N!0WiO;Ioh0Q)QQoi}o0f90@ojf<;g
z(!mD|*^GUpBT^O-)f1)AYO`Hlf&YkF5)jJShlwO3%^Q+@o2qB)djA@K?>jpWI$X<f
zn`LRo#ZhAg@69=XwEvBe3yaG2Sz*~NtfWs>{Aaw>Yc>CSfV)pfvcOxM8n;dQO`P5P
zFr7oc_87JCl81Noyt!e9J9(_-6i5=<B<b-qj4r{?H0aZPfpNbYpiAJe_H-#@iypo|
zs`rsj4c8A8en(JX-+5DiCVj5NAC%u*4`}LeMThEaraDCZG_O?1D*cXC7NX~P$Pw4h
zs0-+KY6?Rvy9&{cz-b~4KOlJR$v_R|sl5k*oV6YKY}VP(q$>|*U2Odw9V%uy<n`q~
zK1IQsTyyC25AQ#OAHP`v;T!*y<F+ci939XvG;L~G3HNed_vhH$pxRtfEk_`M<-;5u
z%x=p<PZtxcc|(>vwBup}QU?!8`J;ZjR-U{}@o*A(F%8(JnxswxDWo1!-?0YGFW%dw
zXOB3iXLAZJWOgkQ<n0F|JP#1r`(eU^UgI=(-9I-|TIX(e3In-DQ1zR7{BAZTPh1Np
z@0HD0c^|#UcdN#Yt66xZ1mzm5CFXwT`P`S~O)nqf3ZZd0z@ah_Fty{z-9`vYSdi%5
z<;cume7rfU!tL~@2De60Y+uBh?85KG?e$`2{`HtgA9DkKC7E=#i;!@=6T=Q8CiuFw
z|0YSW*nN)Gk3t~(18E0oOGvnFnNTy-lM{IFo6uTkha_kk$h_}68I=9dLpBW+?$>TK
ztCzZPB`x^HFpw^eXAHBMM5xU93s`{D=IG2SK3S?2RsXUoVzWj5P{Zeg=2p9I?)uf8
z3#PKj;=~vkU)j-Eb+<$9eUE|iMx2@60bxhi9Twho&1nmc$52P$gX?=4*=;T2>6aup
z`MTEALYz?^kid7p<iAaaj60%46QyH5O|<Vc4I#ZE=X<AjzqK<0WE(EhL`t?oLLBAO
zcOuDVdRS@^3;$|^>9SfIufIb1>h9oD-ocV!G>a;Y6v#eb{f!>J(nB%P(1fIDEK^W)
zA<-Le`z=Bm2$aGdD#L5+j)~f*!3I?TwgVsey@pM7h`e9vpg#7elR7V()(R|4j}n)S
zoqmb=TE^4XxzTa0A72#jf4ag8G6!h~>SYPcKJe*mw0Cwk6XA%JZKb`p?!Y?bDUc4u
z_kRIu^sBP`*4oSX=Ozw{;P3pg;o(qvc^{vCGmX;vquMn}ktH5D^C6l%%Ktx*0}A!%
zu3TqXUAR5q3G6K^3kfW3qaTED81SYwxkK6KKO)<eR~}zD{&<GCZglf8<cwbpi#Kj=
z2XmyxmLK^{Ip6&uFqSWWlm|$miwqB-s2*2((K)80qZKyZHHqj#{ym>Yh3_Iab@(h$
z*65D6S$?;l;NLveknq><_mA=yt;=hm2Opk@2v!!=q6PR!%mzv1{-l4SZR)<f=)Pfh
zfb5OhAxu`9WCZ`$=-=ctSn0hPPBZQ)=DOaLc`COkAhH!48$27H=YPbvT5Z`Coh7~L
z5qtt0o*I*+LGH4s1#31ryoHt=R&#LkxHZ)c$7%o!wZ90cpLeDx9DomEWhs@LauxQC
zhnri#FwDimP{(HZ@dd569)78}Cu%<UxD4DrN0$PCz3e88Vi@^ze_EO~rFyN?F=#ct
zjy(XsQ}V47>4XI6A;B4cmey2Fmlwt)2Ic!t5_ZP=C62HpCH%wo-iv)GC7L}A8!avG
z{pVYY{QBqcq-hlYzX#wV8TBLQpH-PM)66)TQDIs3)eg@xov0(UP3KqkC6*^h<4<Y`
z&AunpZz_{D!SD@4<o5X=@BI9PQ6=R<&=2WNCw@U_I(v}wobUI4_`Mh*<(VLUygS@+
zd!KDu)V*nX2%h#QWYkHznJAM<v(1kl{P8u^8HpQ|*ogJ=uwL&ODZZ36T0HBvCY$p0
z)r5f3FTc^$i7c$m)c_q_HCwgFo-u;EHoWvVau_HV068k>-gcd7hZOqYEJD}v;s-kP
zsI&o(-e=YlUoN@DzUV`#fv|8reu`_!FV;L%>dMyg!t;0GYFn)3)rLdsy1MY?z;P2S
zo3eV?pamJ~tVnX89Cb&z%rQUkqLLBje*ImDnyGg)PT#uFSJ8@XY9Gju3UV(YXJgm3
z$nIRwnirBWmC?8~JSD%h^f%4UdGnCSIo!;SJy-ibP_pxcN$jn#Jt-GXessXA9rk3M
zjlEz?Eq9D`x5jZH?8BIx&D1~P;)bH8@*$|;If6Nx8i*eMP5eQD!6OMyq~Sw5goo(C
zN5qdXrRDgk#k<%}p_F4#Lk+UOKU7gicg;(^dD-*n^TR<u!F4|6_~R4uVM2Y3qHnWF
z`kJcU7h!rLYd&>lrI?H{j@+fq06j7jsFM#Q(<_EmmlcUDUg>H^P`bDbT5D@L=S(;=
z^!(><oJ$Wk-7EhH7s%yS-d#{z?P4k#?`6(uXz)fWn*|wOTb{!oM5sq}Et{5<FeI~q
zL2d=J(lu)LEoB`$T90l-_azxn=~o6lIa8a_9#z>F+L}ExRRm{(22S1m@e%Rl7ff>@
z48q#8(4L+BG_{EEGE-xx<LhA}I=z}{;d+bPhlD?wp7mD4Y|vhE<|TNZ56CH0N)}`w
zEYu%4EE%fjV4r;b)CrgOi93Ovea9Bj3BuEAdc-?eEZ%x8Y7fC)Y*-y%l*$GSUQyKb
z@j&Z+>k<!tasN4cPw6D#5V{Um`?T?@3GMSY71D|2)9vM71HLFdsk)0;l$2nan}ZfR
zEf;UY5nhbOgX;(IFJ9Pp?BNhN9H6g^(0vkY3YN4`id_GG6y*BD|D>5`<lCi$LZz-v
z+iDEt&)+Qd+6=>|pW@T#&0UF05z|FL&AA*?Yp7kFL{R_;U?yd3*#)#Ta3exG7d`NS
zpOq#GYJ9y;y_TnV?Uf|PP*G7N8k%frNePv2-`8ksd++qbk{BB;HVVp_M!9(uA~Jiv
zr1@3nMnSz`|7OCIb{4ZyLDkgtz^gC*X=@nK4fFub2;7MMsJXln;)3$X39ufSiGQO?
z{wSLL^HoaNi@spi6K32*j^D4Xc|zhHTsk0sHsLqz8z$_2by+$BT@mZUdV(FK;b(9N
z^t~CgBs_3y8sfS}hkyh?j0vL|QLW+AuP=5B`PIw{9Meuq3dZE*)<}Lk%Q#<EN1gjx
zUuP>r9ApHTV!oua4uQZ8frQfndHj;IH&!~NZ@+YnZ_-#!u?!gGrRgb(F8r1&bAvv)
zCBa5t0BfAY6rqjV0|4vRNjb6ZsInr%sy!$aTBbVxHlPG3Q};Q6i-W+7>(R{c(i&dw
z-?2)q{4swnSlJ6No#T(KWgNC>lTuStjoVv{KuP}kO}v5)sGaljCfII!y)+68xAguI
z!);)`k_umDk@B)MhBf7-8?!DvJCgr6{zh61I&`U||M&x8@vGP}???I9KBsesh1wnm
zDGlPlqEHsuu4Fj^X;xI2JBfp3{qTI8{k7~M_~0T3T--apFnq(Pc5NQuDd;+Vj`sO5
z8)d}11=d^=F}0qswKjZGldzX0uo6cs(iGCohn%_+;YHwpgVVSD;AK@m>fN6=Q1dt<
z$R;IHW#HViXRm7HGDGCzYWO;Nw>tZf<JxW&f7n+NjyH8I=}(ZgV^B$xqyz{sj%!5(
z6zxrtPnNTpe3lcd@&}+TIPx#BWT8Tjp1d^r$5nRWYq?}n&3Necl9B57YTXDvCE)Pc
zGnh?H(b~){0{V!Ae>|h=NSJL#!=AHG^{B$I^DuRezKQP<V!fU{Ry}^(ou6{^441ac
zwD{i+&N0ohl9#bkQt8mVUtBc;A~M37Jk;cG!t5W3`8bP~!)hB(YGcFSZ0G+n(@(ln
z918v%TAjUK?@}i$2;@bH8O!Df)H*;E+lJWxR0J7M1V5g2sL=G`66)j9VYAAlXeFj3
z^Q^H*#-jK;bGNt#V17&H;CYvovxAR>NozIq43sCD&sYMIbaX=N)n%Go_2lb^<P_n^
z0gEY#(<3>nJ5oW@j~pGB3$xaSY$@OE?repVf_K1k0Gz?8LBPXmNa3qvN^C*j%v>tr
zi`d6m)MnF)fw*emN$;d4?HIoM>DJ>W@)pPaP`Ql_LN1UjtcO_Ec1T?a43Ray?e7V#
z>Q!^p!*x-Mf5JvatGhFj;XV1F^tpJy5z3sXp>D3`K-pw|x8Y1R#_$%%SB+`RE3bKY
z#^3ygb=h{XbM72AH<(hL=~+XUVuh?7MCKBf5N?Zyu6C_4c`4!_15&tXiz!B=9*yR)
zaofeyM%*wIERjpvK;jhWWL}3`PU5F$^=(#GrkS|qkexBvz`Eb;AL<XUQ#MJg-D5L(
zXK)EC^91C_)B3HanGB~0w^>=9K@=v(x&RkVAC|u`HLjrMoTVZx1Lo2PrIO8c?ruqV
z^cP#bv)eydlC#xQ%L{QQ8Wr74k6>eRwMXU-ynXH3OX2d9=V0X34vQJR`aWMpK~M~)
zX(LHZ)l9)6;eovw(dQCWN-+A{oIe*W&o3#r{Hx8QYvr@_%DJcrT#z%to@(ZhW;aSN
zd0E!KvX{<|qTteg(WY)vlJ)hke}(W1Ixv-ziGAD{W7Ux*yF0b7&$%W@DF$R*^H&e(
z<6D6QcP??2eSS?3mveT+hj4s`@_>MX&g)Y7fa+ByzQ-BF_ZfV31JC&fmrG_WX0!(P
zDTi>yQ8m4l4=0S2CO+rBmLm!uUPpuac@;HibKsm2Gn(|lFbOPMmX4d6RI$s!^alNB
zlGQ52Vw>Ym)`;Bmruc)vq89hgXn6Z2z2ttL%3KYE#PtDaR2t9f=IDO-gG{weDvL5y
z#`fB9cyZyd;e^<;mCoD}3<7a6L%bz|UZ~ma%AMc7rWk9=cxo&RE8-PvU>eL$dknl&
zp*RosLKoJ?Sic_!+W~{kE&rYefkU_F5X*evL^>pi&&aZA9!tJ3W}7<}tQHC_SEiJM
zc!T=*G)_+VdVxdNHtl71R`DytnKD`b8DOavH^1CGUh$}NHs$N-oRo7eX;fUXu+V(f
z?-NGxPkm$bZz}C@Z}hWeldUdRx}BJaV2mIrWsGNAOBuzFHL?GZWRSa2IQ#BvRE4#R
znofM}%|2kPvBosFeh2+srJ?jh+x_^d5SKu3aD-omweT`?Tjqql!X`lLAK143UC=X`
zQL`BcoM+8@3JulFbE!AeCq#pZ{<pY4(ZQ*k|3%xZe%d^jU5$C%(F&TS2OnErGUnZp
za^<;xo=Ken92+BEaBQcXjiKQ_@HnUeTi1=7^SNw5h3AT;Vv;i<+fZNg8|-=%^V+@c
z%{kxNfE~YA5(0t-&E^`@uE~ErWyi;Lw0FY8OP0zaz7BX96d+soSsd1F%rja&<Bp6@
zD37mBI86YPFb7He^8MhGawGjd#oV_Ekgb(1B-|pRq0=7`OkxNud>awv&HBCU_R%31
zfEU1RmK@_1ZP2dw>(_W)LHrS?%jt!|LA=<1e#kqd=)$NGU`ZY+4`DVrHR<cRz@x5V
zg6V#VqYQH)+Y>62Z%4K#{U_^Ft=fbOC3h>)!iwNtj(!NW-{)mX@CmPE#f<4#^PyHn
zUbVkmvm3uyO_DskuN#Yjol^!D$Q+`CIez{958nMhTPs(%XYr7y1_9N$@+G$@_!v17
zt-lxTlQ-$TK|CjiLxqYxJ5HeTNU3AZ6;0a1eZ!Ul`mbCbKt${<;-VfjRtNisC*Xrw
zha{*M@LwLb8yq!ucldTc08QqF=`{HADQcxA@rCu{eUAPVrJam-I3nbVg3x!9!XqGm
zE9V-2gp+h~@tXsyYk-jQkAIZXPaPySZ-j;~m3hbN^|1b!W#4HN#%_z&ykr=GI^*jX
zmxGC|W~fkfp6bc1{xkO2cZtu2tB>&sW1t_ZeSv&;Fl(DQ7!@T>7owO3jieXr?)zJX
z>n$xJV4kF}iO4v_*@pT7g`g0UEAOp*<Hvc~(S8()sL7&Ls8@^DR5o<9`I}sI-i_FR
z%T_lqis3P+Es!hx^Le~Rm&Fv&)UyX>`A58<l3s(=xx_u7M`+$ZWAXDHL;YuF@Gr#1
z?49wRE`*B>BqsU>HKubq?k#SHDzJOw*2lTJp`V#C=X~`gMSg(6V5vji)Cn8!=Y7^F
zLhv5K5eM6v|6PPocs>)HhqTy*>ye8mm&AoUD(f!5gU%g^eb1!Id{5U9>g0h7^%*Kc
zL&bl}%5p{M^uAiM5V`QEQxqg^Zme4$Je?HB#WcB<b;4A^DKYFI7m7b$<+CSaSDy#y
z=~z;7-?F{9acIPLJVxY0soayd3^!2h!1_gvK3Wsx^d9}~o_cFIrw&nYRt2VH?%$2_
z_r1FrtuOjR3De_sm1$_^@4X+0U-OvrwB0ggPp$cgHJC(N{RiSd{Kh66UX+S|{5R9=
zbn>)uj$gODmMiw+XJJvqqMpp?@*8C7Ek8d$>F?af;3_NQrlMc-Zi46_hQ_i3W@$=?
zVB-i~$-?h1!US(ED<k2~%d9>4AhJYa_aI;O7a>cXkaD_(U(6p2j%#NIVD4jD8pGD-
z8=idP=%4LCP`%QvpY=Zii8i_LuZjv<k~PoYeQD)TTwT_fZ7Ua9x3bn9F$o^YteOq5
z1C;didLoPTXBc@-1<E0x{N*VnUET4n^L|@EtY*u%rErDMGOeydTV@JvH(6!qP^n93
zV20k;S21k4|C@08F`9y_nEe%snac9OloO*GpD9;b8hG%+UQ^cd(1OHT>i@)GG1N?s
zH#Pb>Qe5w$A3}X-6D}JVb3bO9gJGHH%(A0g(EWb+S;(uzHx7_>F3tW<p?#Ol97qHD
zfkO%I*_KUae+aU<D0si2jNr8fI7k}=&EkiDmYgVo3c2oO_By`H@imO_6$+w>?TTye
z(*I_>0VpB2Jj%K}gdM-!r_@1k5Dy)}FU*MVk8PliD|P#KUTih83)UQ`7DvU@({2NM
z^E73Dc~^{${97hyo@IP})zOyV#%X)!BLDX&U0bZdLMmR0^KP1Ye0k@M^kISjhTU`?
zwL?U1VisdWTc*Yhvi`BM$)2KM_s5o4rbfu$Imq!x|5o9vmXU)c6#8tGeZjI|@e7ep
z=~#;9L$sl|nmV6QJJ*6Q*kF_aKeuktF2`f^hx2YZCoXXlOpCVH<l#-uOiQj2FzC>D
z)ZCI4;74&J%7kDU3oDeNJ5Ig$-xk7F)_^&|2EeQxuyEM2z-^N!>eeg76H+fTZUL!X
zeg4Lh*y&K&>d%$CF*9R~VG9QDX}aXvna4aBzKA1|X&wFEBblsF^2B{6$9ghoj*#`<
zy<j%^iFGhB55ByLlvxNs{JU#2lXv>&8E1iliQQ*5xyI7*6JiY^$~haOr_5LElW9c>
zEAG$p-(W`rH9UB)$OvmQm5&MQU1LoTeZTQ`*UtH{%c%^`Tut(Pm@mDi@*f)yNzNb4
zt=pBIF8fzg?fJi9&Vlxiuiih7E}9qa=ZT3UvuiVdItyd|PUe{n&PFSA*~UyzjCmxJ
zxahq5$!oAF%s-_gD%i5Uy)aw+z~O3z=8K1|g9FEq*1&ap-*F*qwRpYgUM0rJk*{le
za(3dhBI;cE0;s7S8iO%f&l<EC*BWnjjepFra&O5wWt$-3M%SFp3EvUEOw2fAIi^Z*
zCJs$q-C8X@7@F;SIE&|G;`TVHbK&G@&UHqeqX69^)i-ihO8r_ZWtV_}t$>RkBYyw$
z46j(NR=xUi4r8pr9_0^c?sNeL7XVV@<0p{w)6|THGMJv~=xi1WN0?lQq?B=V01HiB
zVB+~k;mDGg6MVjR`I@_!O5}CgXp}VWMV4^2jpMamzJV@R{Sy#Z(SQ+88uqWDk?O!V
z>LZ-lejue_U<EtA>(eLvE24-Fs5A2Wd9s9P{u=I8%1%P!ck+>V10K?|4vDC>)%iwD
z`8qW=sKfGW=r0%bOtcA|*WX`55=>q4a(2ry@j^PibM9?`ujxGyf4Xmiw9Au4wp^gz
zxD~*!=@j{~+%Mj}Rp4CgS8j7%Ck)AYN&H0pdEYNfC(uu>BP^RbTmAYYXT<~_2XwmR
zs%{V$L-v*dl)(A@B|Ud5EnvnXlcV-+&ye0iNQrOjZD_6N8-D0(qAA4dYyL-QZA4gD
z+_Zb0+;aV`OZwbBxA!To(yz%N)Y%v^uM$i3YjIU=8G&<tXG~{x&1=%6=&tHhpeYX|
zcr_iCMz*;YOc;gHqtgAyD03xOmf{8v>cg4JH=OM}flE=~^I2r&;`A$e>@AlRE>Mv6
zH-Kr7#L4VFzuHFm!X9*1Xz(X45GXq(0H(u!xVwV+2O+K=Z<N*Uk|w|7@WjxN%V!jN
z5tHLFqG#DU(|g0r<Alq*QztLk9+e2ZZqz%74Ok8Bzp=`!PAA<S9E34&-v<^|JlWmP
z|Eu&iSNrAIw|Wl}Lfm$?(>#Bc5zq8kir!@aYa?o6nm)Is9pcgYeWM-Y9i!ZJPM$B=
z-&`Poh`kYQ)Tmf&vb0h~+$->Dz^`pqk{qN5fNS1fWIvQJ5R|xIm>(kIWD=z9zgm;*
zE5qyFu4sO~h6b&S_M)f+IbS~d@mbcd82mHM<_<|2Fv|6h$3*0mxg^-GYIb}X4&~_0
z6B;Phi(>!h=-lI({NF!5ks*gtip-&qA~}U=4pBKIbV7_#P9f*>`SeYvIfr7X9F~~n
ze3)a(`PgDHvuQ)j<}jx@^}9d6e?1=a*zWs&zwhgPU9Z>kwIwBTJL5kF$WbgEfljvl
zyPaDy-cDS8b4&bchy9f~`K;+4<a4EEKl_E;-LtIkgaG)vb6*?y$DW(!st%7@MB`XJ
zmN8L%lyY3%F-Ob_FvknVMj|HcmZn=xsGng78+L3Vkgj|_C-HKfR{Uu)gX?7G91SZY
z>n<TEW`Z~{fB*+*vgj?21lUW)hr1y+)8l016|M{XqMb-ziYXe#WKU#<-m_d|Es`q>
zwpuNI&u=_Nw;lwO>$B<T_e<C{gj7<5`n2h}#$P&BNl#6u_!i<bOet}eT#<b1c|*ny
zxY{iDNk1)@s_WmkdPp=$Q_;h734WmY?7Kka5|%kmwi(yY3HI=<kGIiTu>ac34qx1j
zUMvu!#-<j?tzlm&*A2N@Wh_n`{SOf2$A>;MERWN3mbWmP8!>Q*sathzxfdk2K6OdW
zut#jNF#*cO%1pSn!R0Qhv7#V)>vWSZVPe~?6i6~^hoc8EEJwR;nCyT1UvT@zelxy@
z5PC){@bd8a#+)IyX?W=vPF^P;-9#-&YE3ja$eY9ae3Fm<b=*QlO-&Hga|1;Y5lOav
z{IM92qMgCg3g|OS<Ftm7&E{M*pyr8@Omgp95ri$>^HdDHdjCiVcF>G7vq3s@9G+g-
z`fH)^)4t4VJ<<5l;nZJ-XkT)G1@DLsFy){H)`p5no?3fQCMViSjBTFDt`3BI3`81R
zIC^GF+_3#G$4ReyyW<~7$~M-+!6WCW&JX9kdKm$6{=}3}ftEFbgg-%()p<#>-J{Hd
zjC-uWbmgM?C^oudqa;ZY{<afc&2QOF6$jUfbI8#)W@Mv0_j0~zj6wGnV7-iuUqM_R
zE&cUua8-cS4Q8$-EsiJ>K2XWn^UWW92GB$?qYEYvBC@F=a3HXSTgaZ0nPRGU+1Wbb
z0a}8Aj-A+jI!>&v+b}wu0EU6SF2JLF5KS0YvW#m}0~pY4jSv3E@rvJwgDXgWCnfSk
zVgdC+>#?oR_~AFvvXp1GAO)h~MJ^X=N(V<z8RJLvi~%x9qp`Kk=CE$DXwhYZ9Yq&X
zP_;S_Tyf>X2Y=d67)W3`CQrH)gj5|HyS|7D-q=`>IU-<T5Y7`_60*UzYWAk;eP}R9
z(WHf9r~XnrzCp%FL`R@?yL&J}wvy^ycwKgB-IU?mb$E8-;OwpBBMi<DQs=s-&w;2r
z&4InJlvrGkh3u-u`wJh-Byj1L{i5}1VKNDVemp&3l*_uJnCX2VYdUFnrQJ-?v3l9E
zW`TYHKNQ;svJDHBJ(HZ9Ua}t|U9i%SVCe({Ni-%XXP2k0!IY2571;FlQZF&h0@}Bq
zH|o|*h4!xzce8UHeXqP;+eU>qeldDD(>^hBD0Rp&98MHXm-e16KO-*qXrt#IO9%@o
z@RIs&7hgA15r{jM)Iq|x-*GSek`~rk+3r@%sM}(b9rPx!K2?swEd{DRcFJ^L`k21#
zt%|V3ew&v<DlTPEX}>Qa)Wj4M8QIi(@rck$uNk<yVia3&SulJ!u-no;kzA(tVi;qc
ze~NZU53y<RR$|*;aVf+YA@g&|z_$XI=2u>5s?eDG{{G-kjfm70#vsXr0x*jkzz4+|
z-9uq6-Oel#&|SgU=Qa(9BUI@`r2Ee{#}mka7MO0%E$<l52}{e@+vbsN2iJ5k@R8k(
z-=lmD0XiA{pB?ru#;~D4l+f1*e^yZU?46%9=W|xiP61~#q@<q_s7EfGd4?0k$9kBV
z@y3jaug2GH)NkDe9H#*!qX8S@`eES!&7jP94!b)vjlxMRF=}b+{+aQKDG`a?T)R0d
zMaK8mvu41MD{3kcQ7uAIPLi5$5WDuIti7e&eI;znqS8roeL9*Q+i7RF6Pa%X4~2YY
zH*q%hJRV`8MIGvy-!h=o6gBOh8$GcYzW|b=(mznKhdXAJgy#Q3shsT?7DB`x#MHSi
zySvGK;>~={{`Ms!dc>e0T20+TL8;sU5F!&t@V_o^S2=pvJh}I<2U!jY>i8SE7wvKL
zvGcTncJvp(jq6V!H;)Nuw6+1DuuX~F5WUtN<!E1Dbo|L48BHE2xcrKddar_b87QGk
zgR0NH?|)DjEAf2xU`nN{`{T>I;nEwTl*q&%QB194BNCcG3gE$9>o$Fmu^Em~Q+W%Z
zb}&HjvRQQUxz?6<tzU0F2`9D)!a=(mmo0UeF`HU1TFlU%r~L&E9hLf<An7dyO=5k}
zK2C{7Y--taJ4`!J=wi;=!H1$55N8kICs|Ad9Tt|fp35C9J7SrYL?VtD0x15TH9z(E
zwCj|!l#O1dH}%3T1(6in;u8V5072M(zizzzXzHZ9ggyEbX&)OrSBfD8`x?cZE~Wu4
zX)C~Wcw@Av1<9_y{3FX|XaUM+&@<b)@S8ds=v6M)k{+`?ba$@-m<SJ=E~yTS7DQwt
zI&<`l@(cE&@Y(IVRvXQx?V)eWHxcaw%AwnGfpk@h^GW-Q>Acp@LV6wF;{r2@l@WaN
zK5j3p>R*XGQ4?`!dcN&5MH2Jl1w3epUqvKN83TvXl5u#S9NKN$b7>h1483D97V%NH
z9{ct3mtU~wca|TwxR#j~5r}e$2oNasJgwlG{L!f>RnDLnW|(%p^RMLsKDW)mhqTRJ
z4Bke&)H(`>Osuy6nUTs}Om~0Dj~)sY@uSZjTfondRB3-yV*H300}<BTbx`D0Ga%}l
zrS**IKf1Z3`vMa9;w;drnV_#_u$ML+p_7Qk3$;KM0@$~MgM)qfzL;LS#C6fUqiWd#
z-|1w!#LKoE4akVjyPxd*S}Y@qd3PP+L|NdH{I0qb=3MyJ?VM0>0M0>Kj}$QpV|VX*
ze#+VdKsH{xWWvOrKr}xdIbEdU#I}XnGZ&;$tCPJncimO(l2M=HyOPoWlm7NKL?$ER
zC_QmQd!-qhp#_M`tSj?deKIX;$RxL@DL{%DSXBSMK%X>F``Ex>ujP=z!zK8_XLj-1
z_Az^r`HxpJ);k*XB3$$QjAR~jEueh5c}KWrBR6G?KM{QLA7l@Vl;C&je)8sCf=vS7
z3vlw}2Gv-PZn*6^^pJm@y<nlG%u&yfWug2kW7@u`Mb+(Fg;Zawp6&8Gqrd@i;uu!1
zfgIr`=P;QTx%I7W*4uTgI;=N|UAf!`2)PKGy9iRoCj626^R&9boaZ(Q6;_TQP}m6P
zbEy1Ihj-(JMkW0pQ_s7Pu;bx@pnet8XNdqbACmGy9vb}}<$8LLzC_w$`OJj8t=q<)
zZ_2a=xOp9n?WYl*OWAvdX&v#k-2BE|DQYlE1S`(Z>m@)@sb0(zd`WyO=#O#_#a2SK
zIp;fiMAVAw$&v8720MCKyJNy$`QlJ0HfQr7e7}{W4reVd)TqK0^$wujQ49Yd_UCx%
z_J#Yh6B&<NCPiKyjmSp>Kv}=*zKD>lzqf8KlJgM%K+!ol7QXUs4PIFn2i*Ug+pX#=
ztJj!&c2hG9%T?vFZh!7aIV}*tqpo2KBHhM+j(Nx)k-)u&&pR!+-H7UeY|5ZA)PC#a
z1{4=FBz$*BwQZKUL?*tiA`}Rp*oh3m->7@ws`l!9VPr6I`z6dkRx-Z_>-gB-YQDyc
z@5OV(Y1(te+LV^#K&&f6ru1$w=!y2JR@yd>@KdkAe85~{Jg@o+77aYLtc~{2ImQz%
z&%H3;&wxVtL*U3Apmmk2{5sfjMsz;>fxNKVmFu0_)Pt^qRzclY58j5x;3`+<YO(v3
z2hJ{tt^e>2qf92vHLkimYPt$>dzDw(g+-PS)MeSX=qccu9na7Hd6XzHEnLn@3kWb?
zMeYSj|LTXlUbmUqW|RMc%=_BA9ITWhcQ+0+_mf2(2lIlKJ{HMrn{e`{@#;qSO#A7A
zW4;n+41kZo%0CP8!roi>|5}T4Ag~@JH(?y`bG`#LKZy*lJ_HdHY+5fRTn%*Jtl9Et
zb7f5auE5W)Q~0R3In9rhlZ6Nh2Qi)gdQk6T?Q84%kD5_ZxK4g!`45Y~C{bNd8uIM@
znpg~G5s$X|1Pmo#wzU=h{}?H}?te8e)iVrHX<x*Q#a}`KzeNh4;+M>N8)f5s;rLC$
zMIOLUemk9>-*nDDecC<4|8}7wZhdciueLr{&U@SJeXt|`uyEtOr-Q#U*U?VvZuNq}
zYtE2UjK%bV7X>ZNDSKYOCkI24=WMtrAYOaU$tp(HUhATv!oa7M;QHpaJlNEhJr-dZ
z(bNR&$aC{`*PaGHRo1)pwhK3Z-()c^KsQ{sb3|{v`_|SD{K#-H_-K2`Lm!G{+w2-L
zzzEFAd+Q3^H@Gdgd}Gpc^Kap`?0$p)&?5-+hpBIvvnNB`z^FzsI$k<bF#kns;OT4G
zA6>a8sVdL;4SOGM4f_FJeO+yKbB1bG(=+0j*MgVQp>;%gB+k>SsUFZ`b{yFL96(<=
z5+6U8zW!kmc_INV+9}$tf7$x(nnnw(DECf3>Qr)gFW2!ipSAg6Aq#1DrtVs3)$Cuj
zfHll{;Yx53wJ_lIfMw_8St6M<&c5NX_zX*F{@^VJYV(WZYC4g5?nz)`YhbMpEx}lC
zsNmg{@w2nFO|>(NUX}a(hs~xMZS>g?w*f0aPMff<+*LGXR4VsM>^3r62HLHfNp5ho
ze^9XrwB5Y--a;Vt_{5ah3y%Kjwm;B|B`YlY<T4p;84O3(0T%_n%G3@bMweuZ_B#iv
z+y_xW*ZkB#RG`U%ard<AvSS?=zA!r2`+N_pb6hoPS}>g5?A?jjSjKK|huB1J6vCIt
zlb&<6HNdK%mzCB(zQMl78J`)CM<Y~(3>NJZcJTLKC~w`hvXF?XZt-t)hYnj@i#@x?
z=Xr+U5VPltEo>pKtjM_#t`0a@G(B6emAo3>GOeOW4i%FH5{e{M;|mP_G|?R)X2BPJ
zKl}bg#7uJ(#^4f+*l%6u)j{!j3NH4OSDD)gIDMQRl2;YlMkbJU#S5RkvQ4PSU{JpB
zZ;00~5F`tVuos&4MubhnkliFJndN?{_;oS;_ao3=Z5iz>V>3teMw|JMkah*n;ibCf
z=0og3)CQ?I=zduGc;51E^e=qQW&Xsc`qor!j-=>4L9ZlVF^7sc83s}^rD+5qXel<O
zJ{<l;D8d41J@Tc2I<O5N@iMK)n_8N;>(k5rT1%d9$@7c!mAmd;`JMVvOl%>a*z6=h
z(iZ5l-TB6tzdI-=Vey3GBJ?gT5J__pgzj2JO5A@j5Yv3?V0a+3G<otPOKA(RP5lFD
z#5QhBMqMBFpA+E^xB9kLQ1Alfw3cAWrQuih$9oKXxooM4!$R!?ljg1TT>e9^-UpX5
zBU4*j54K}8CervzsOet)%R1md*9>&+^QXdct)|KqDNZWJ3SjMS@Qn<0JP`9PtT<G<
z_R!z{RC2ao6MG(6<KFNrNk@?46wR3|avE12y>01;@KTyd#ymh`-vd()^p3Bq^BBRJ
zRX?ZxzhP$uzS&187eT*>b#66|j-L1CRK>7*1vMgVA9KXpdDv1yP`$9M$I#sUtYVhp
z7Qw9Cc)poDuGy?I-#!dX*!~=vP8~!eF4Vh`>)>4K=cH$^E8#PdnFYmy(-5{R8YvSt
zt~8nYPH<@bG~_d}kAjuY9M;_X)ofugG_`ebW_D=l)7vbDGs4HGeWHDVy^SYOTaq-M
zX3s(gUEZtWU=L3wj;>`UZd=|}n-*xR`D}j7qWTjPp|t`5g}ZIQVAKTk=)-_ZUSu>m
z80}*gJZ5Gbl;{2bG)!8X4XNPy!N&z=T2siqv{Ou(QgtLX>&B9b_Q-$XG@hP(3xm(+
zQ`FbL_EAoYbwXwhX&`?*c<$6eK|}l8m?9m+2y0~&5sanh+sbzdtiuY7`(M3aRPuWn
zR}+$&3o_xuQSAj(uqgPW_Q;Wz32L{LbE=wb-ft0NdU_YXkFGX9&xmZ0G;OLx5u;xY
zQ&zO?A;3KpU;A3p8`z6Pi`@v3vTAF?*LiQ1Rnu<I-iwF}=c?!7EY*K$lk4et+?%Pi
zo_app=YhX-Cd*y6&^{mnnZ8|q^tQF5+{|u_R`PPoPf}{(`)J@s%#dSVZj@=@9!)2u
zot8bhe={L~Lq>LW5V~wa!|JKcs1(fJzWnk-b$)eJi?AAZOdPA5^N59k^6#mAV4}jP
z!R<}?TDjsaU!M)6w{JEqvUSJk>R}m^ZohG^X;?mZw(LicUqH-1P*lKl!-GF>DiCH(
zMQ`JgOl#TXR^H|CDNBiH0k38IT<@ig&7Vrd;eLCZd{LxVZth`AJGQ-d%PiTiMwr)$
zxDMEW!?{w6B(>>@3F-(-q1TlaF?WG}Z2hSEZ{deW0K<vu2)OZ2(QlUW>um=ZY`J!7
zt$J*7y|yy3Fw1clh?}QH2oT;->-=0jw352QovLU_J|;R*ts_TGAp}$dQn@(mcACm5
zZ;OcIrrqHbLFghemzd?CiLK9B@hU#B&cNF`x;yJC0o?~+ijY2LN>#FQb*zE+o)WoR
z+4guL98mm+bwc(#D7o{cYa-KQM`vc7LGY(CI?j4%C|Cxv7w6^cE|J#;Jp1I}Wpaj{
z!>yb7E*po~hS(*N&u~i5kK6^6THlF#aeUPxi^z>$P@FbJWQ3&AH|=Gk@Jap3==-I;
zIIuRNJ(R;po5CM)cFP~p77;YYj)FOQJGP1p73u>o3_E?8S1X~Yiz-l6ZGw!eBw<94
zjeruMJp;?!qZTTvbN-$-<fm$~bAg$-&~rOr)T$9ko=&WMjnvLa-Dt+*%)KkD7-9h>
zBNJqTWtSyvvBvo84UC<A)qNcRMySU1I5RQ5)+w1yP2daZlr#to$H=-$rv`96`8*h4
z*lkk^8s=6n0QK!PitS0j+IKu6_N~qJ=Pk`oiZ5a}V|VnLgNPF=!oy4EKXuahlSj+M
zE#OdnELTvkb|3b<?+H);n(&G3ljn1$R*zEsWl954$lbL9A@k@r?aiCaUBK1wqy2|>
zsLXp{o<%@!eq7qpI<2VH=T~Y(Ogia86A@2QKkV&YfNqVXoB#2udrX@eJ{DD!B=HWU
z8z!HL51_<v+f?5Vu|xY1BU>FS;6JD2s=uNtfqRNk1~5Z4F(VgBG%7ArK7+WY`Za0J
zTnRjo_z@p;g4Yk3wWNwhe_xezq5S8#9=~ykYKw#T1@y?wYv<g^J?nvHM^9LL=pOtc
z{yiu{)*aR#=IOd03SY>3W_Zc4{?uovjD*&u9vL2(Gq^A<cRerlxTh!2`e0ap89y(W
zQ&bGRb28OnIS^ZA<Dn!@SV_(?KVx3&Ibv#(;<XHLVzFieb*Z<TCa|YI9}qw7)2dP4
zJvx%cB&Wb$oxlz~#EkT~wdE!>*+kAC<;0m1#yMy4yZ@pt5Sn<Ne6@ZI7uD1pI=|@p
zr4E(x;z~PV^NX&U{uz52t%8rX)nZN1XQ56Jr=<goZj@16Y_fZ>d1!|*(eCjsMHkSK
z1=)gkJvxHd64M|aeYU2awd<|pyZ=CH*$0%mh@<}nQlh_1Ohvq*r{5`=utw%Dcsz4b
z$OxmOjzk+s&nEG%=ll}<lRU4WR!9Y<rtP;H>(C%6Em0pBefN>hVMN!d8933bE^?))
zx{eg6M+AVUhq&-op}W6=1&p-Cs6mg?g#Bg%6Y=t?&AM!P;6dzS<OHgy^lb%j^rHtG
zecv7!51PmzkMKYyP*us(&l=crk&f8rpX~_3Q)Q*XP5fs2{z+Ws!wJOS%bBOT1dr2>
z8yh74Rnr#h>l{}7fmyD;$UW~W^c*Cj1NlmY><@BtNUs$HSkxy^!4+dH|AB7Xmqqw)
zA$$R0=ERqgq2CPJxW+|4^NmYs-vdf)<2e%-kwK6X8Qh|P7}EY(x=Z@oYBdUHL0~-6
z#rY#Rv2!Hso@trfmzq7y&eM$OXIshrI3i(p|B#`x_xR5MF}lK4t?crtWe8<eh_irq
zaXP54N6Oc4)hPLbET{ORES(HvnU9pzN(-<v<m>D02oJi;6k&)SO0Ucb_1y&y*w`KC
zHs3Sm{0evcZ%0GzQz8Na0c3`2+@{EUZc<g?`KF{3r%l20Tmq9FV4Z;9T-*HGl#`RU
z_R?7nE%kt0lpYyqyU+U;sK#@a+A%4+)b8`Mwm#?Y@+i(<>{O%^N<pyj-jxmwT85(+
ztUBHD5`TbmathCH8wEjbKOr!{h_h}R790v5_lRE3Y89!)!@Z&rQNvTQcCiS%nhE{c
zi}iQEUru?XI)zCIO_B-K0nFM9^TY5<RNx=-1=2`{;&Vo-!X|xFXqkeL)Ndv0B{ALv
zdP!SkeO*Ld;{os!9RQa?@0RnQyjV)^^+v$f%Qn4-j9@5E^M9uDdv)s!8H&7ZQIqCW
zYFv2Q$#sH&hGZsJMx^E#_ZMK@cW~RxX04E!2GbdBx0!NF`tEW|Lrkj{@=rtBH`!+y
zr_P_u=}iL}$GqEI0#cy+-yp&Z9wo0ey=7882KZeg()@e5gl*y?2A!o|jQP@j+Qhu_
z!Xm1lZLa_$rKolR-BUZSe8ftVW=U-i8W~O&p%H<<Sc`<DAAW}2%rMhGDmUbLXje|(
z0crmg_W>K0Be(Oqj0!hPn>XyMHmrTk<Zi2v?Z#v?@C)eotk^gCE&6{HaoQ)Hk_Y%z
zeRHHUOmw*e(@}!aTA})9_hFLdI$CQAwbd@OxViX|f#GodH0j6TZ2Qv+8lO<v&G7o>
zL**<o);d#nu<Pi3WKK<JbgYnm;XY^TXq5To0L9``ZIKuo2V5qXKj2ITfjPMZiwWoF
z&BTg3g-`eHeSAklEr=~is9bZG;QbLYAjJ1&Y`o5u2=}5#J62Y1Sq`9If4`Rvln)zI
z|3I4N<sR$iWtOr6@`J=z1FF`#;SxLtlM?Gt31s?Cg5-_Q?z+HSu-XW;A*-^*&RNn(
zRg3xaALWceCt@<|er~^da!#{E3kV1xxMKU?hCY}oH+1xJmX4KLP4AF}Fr4)4IiD~7
zxcf`Pq%_T>f=98@In5$8>cd(Acr@YKDzW=*iK`;1U2ZZW#H+e~X{(1WfYAq<kV7$w
zeLtdoss}$>iK=_^addE1C*rwW(_8|$L4O4v<Wg{_Iyglgiqg}H{Io~5jm3Hq=*#B#
zH>Ub@2Pub!wlBk5{yyEo7tp}a6=)Q_cv2o!sOh&H|I#_Z0DwvxNFPS4MELl>Q(#Ux
z+cT$%vB8UYCDiVEQQT3F0YzP<ogmZFUEqVTmB^FfK-xgFP>L3N+^QJroOIvpxB)E5
zgm$7JfJdT7lRuJ|i#zzT;P`NOXOF#mHnmhdvG-(2D`CDl$Xh=fw-MokWRlt(b2fcP
zqx@b$1jrYkob+4bbwG29^#)7b81)wOG)Y^r)_&>N6?+qA?Ca`lKc|Y~v{JO)I?Q3$
zVuD-i)PQ$oJGEhCHQ6EbW{=#v@-<XuyG$B4FXBbz4X3Ed&&O~Xf{Q%R$0;pkGNmzF
zP-$e<Zmu^rvTiDJlUc}S=I>&(V}T|Td;7wk!7a8W=!l*2th5V~nqUY7uUXFakEtnw
zzITUIUhnqr00HUiFQobZl;}A;uHLKN-_^|tsYuq%05AxS6VKaK_9@c#%CLvC7V}K)
zyF3C3`Y%{ddRUUY(ylzRC@NBNpZV9%(z!!1Yih<UwzEC6o=G4no^%B$fU%u&=|V$w
zcicTX&V_G^ad~qEZ_)gEj@1P=^gqB!T?8e@eU}7vKRlq0F2tu?qSp~}5Y6GlS+ciQ
z$lXHV^Cr$l`$$}1GTKkB?O77LIVEs;h>=d?1b<xIzWud3GLk>P!_PoM^*$LFQ@FYp
zwA6f|GWV7uP;DsFnd=u)ZmIdOG+oMdUiW;2g}SfuTj;HdEr1?UpHc|~Q2Gc-S0%jT
z@C07gN^3yAI(F4=b92h3hUGg6<R`^C(f|Nc{b{vxU61p5sj%xZzIXUfEtH-ryk{!q
zr8lP#8om6u3RN%-IRh>gq@skf^euo!@z1{%%lJvV-DgdOfMlDz>z#{HkD``|cS4~$
zfur?C4}-xgPA&=jo>YG~1+>1}ei2$H2^J6Do9r;+L~BQB&DoU$lO!VTSF}i`>EDSV
z$5_H4ADdkNzp)P)_Zx{Us{gmy1~tJDp}aW#JFMIW-?Npsk2BjZ9x9=qIst!4MTDOU
zDETzC$K1!vXWX~M)or@4;K0oYVQg>donHObj9xK)R0LAtnr-UQFOL*1_AfYTz9zG{
z7gh6)wTBr%f^2Vqeh=Glr6Vc3G%xdFJbi9v%p8q}w<@`?u`4(Kq7ldOyAg{A!Ne-k
zQm(@99Uq!(p3vJKh2PM*7h-!&y<0TN7S^#pbRs?O=A4-@kfeU(I=IwwrgvC9L0d=p
zj&QY^nQaK8AGg_HROn{+!;nlEA^3KzE8X}OK_y+y{E_1})87L#p~MxV;*qf({)>ow
zjHBm+o1!XNB7qGuoDDt{O<vBzoCKbcJ5ObstQhNm8FQcR6H0UIFsYv8%>!>N=@&~}
z+;$^dDLCVdLTs3z=x5Ph9e2*M1*9`~orbus;hyK<8;(O^!0^0)l44ek?6vmKt`q;j
znXR#K2i=)u-FYgiP!o_a?hp3qSRQ6OK1s$k$lq~|2dwb+f+2}L(ysQl{f#^!DX6s+
z@x+Xf6h8xMBI-#EZpLCS##FyhBgbJmcRXu=*Z04L^uo;d&pE%Ip(9c&r@3MUr`_Ex
z9!YJRE+PZkC%5xn|M2M#tVz!v4v8~e>?5XJJ8sPVb?#n64!H!F{nTMG6_tJ2l4=vc
zKEAmt(XjQlzFP5PSLNUFJk^35oV|TO1P0HaCWe+ti|zL$H4ztZXz;y+BIq=@zqJ}l
z{j4~7Nhz58voGdSrOO@$etTlzcV+4>uumTNMoL`O)A%L)^um=N4ZJ6KJ1*NVG;pm$
zb&`5Y1D7}6>wK#IY^&*vevq^jNC*ISJ2=-uev<|+bRBrjOY8+S;yeQNtN?;w&M*)R
zzxH#9YMIi%X8P#cGC55Uqz#D;PQ_zyyrvY7QOr`a^zQ!_GYn{<eq7S>MgYMj6zl%2
z`hTD-Qr$W(R&juITREpF*HqVWlZ{jE8eCS=Fw<6c#yvFbL#jf>ASjOXU(PIw%`u5L
zb``!{Lm8(MPr8R_#(e>76JJw|mNz)##=ZKqmB*%*4)b7`%d}n3`TM@4*8fT_ukfdp
zBZ0qK;Gus6V9S<%eI93*&l!b$cH)r@I`@blMU_u~y?)F*ggGpHs-kJSy;(Y`2js22
zWT9C&J0eYkQ13&UJrBtFnZAVmy1IrJ+IE0A9}{guDk@+8nofx`;py}q#MRUZPEZ6z
zQ(F8}6hn;(6+Xqn_Q;ITqQX4s08!xxl(IC1;s+fX5IXyYl;6O@yJA2294JTn4)qqZ
z>j{T~g#aj!Kjn$8^Mhk@?F9ppe|V;CAPak~&3niFQ?9REscqGY7~;QI#4Q&xdtG`#
zjIj+TW-q3BX;Vs@np~rI^;h7ugJ0uy2n0RLb}|yXa@c@()XziDlEoZ%0=KJEYtaMi
zs^GLxj*f1<zay48NOzGpW%f7DFca0Y9FYD=f6t_k2aKV8v>|2ov(|6RW?;mXh}t%9
zjZ?UCrIWPbe47{mP`Y1F51sLJ6u(keuFd#Uf06ki$yK1UTaX)Qu}gjkEKnSgPWB-V
ztS9p7`Msmit{74Z^U`AMkE{6^fC2$Pwa*piNa+^*V9atpi=EvX`{;9RyYC1v(!Vei
zt$ZWT{?}O#@C+Ao2A*-lr67`85Y82Sp{nUukSYK7lNlC|D$V%!zjN!W@?GO#aiG@W
z*@535<Y!lIE$)xm;H+C$+&{Gf@jiwH7qZM_DTl43)}UXz;Ep!2QKGr)FF=rYB(3s)
z+;3!&-i&eh=j8wk)ju*lxz8tVs-;oq`9-t)+(6i&)YjfjiaS*Ps9m|&d*9MSZx8gt
ztno@z4sI|DSM;(t3w!W%Z+E}dy#3XE;}4`hiRaX-{6keyLqj8bh$4T<{A>OQ|3C0(
zv-{6qrqiCly%ehqP2^%8{Em+^c7lq~?|mN$ZCLbL#MjleHX)LW_m}FZ@-FQq2Qg@m
zkM!(@v1hh+V0N5%$CL^9sn`O_Ii<tDAZnt=IQs|ca>hmE@x1j}11G>gN98brrM#0R
zR5az?h676}^B;(qXX)xy7kDfrcA`C&j5P-;>(^()p1p(543@l4Kpx6$a7C_-M9c=^
z;srWc7o3od;(4J?0BeydHWITV5phYwtGL-WrcB?eWPIDYtyzW-P(agn53X!mhhB}2
z{b47!K5eXSVk2AeBWYAOjN()f2HKoW($J8&PkNZ#9~Xr)-D_9$PoWPuVRf9`pQ~z8
zwh1F6w+<9H>8q=Irdz<ui7k!Pii^2StjmQjd2GQG-gNfyL%&fjLZ@K<S>WV4R!Miw
zl{wA1B8Sd_i`vkR5izl;BG$r(N)e3<nGV@)-o}oKS8=v5;?2<e->p)r51SXawdgws
zZ_xB+H*8Q;J#v5Yn|o>_kj)a!jEkl&#<N17>pY0~+9{S9>GZf^ZJ2UxLH1cp1Qo0;
zf5IH?;T0P?t}Ey3pd1>hZHlWO##a7#O4w}J^qC5eR=<#U>M=t6-6Iuy|0ErV`)Gn?
z%rU`f!W;V?`u&u_LQPw^hpfyA6b-Vl)PpR{ONq0Rttb+SwV0@`KhVZZtlKpy+56Yh
zmYMCdgbg5OJ@RrcKD@mpTbG7pb|`hn_};%hqEkPOVqo)p+LTNh<VrIKx_mF2cF4^4
z_JGA}Qu4#ah64I)gR@o$zN?J3)c3ZGfx3zj!+aA9!ePBJe#<K~^3|~whad58eWtHZ
z8|&kLxg*c6lKJ)>Ub!~BiE?c?D&yaIC}|m>4RKG<6`bLHaw@<1A81c&{b%1K86Hu9
zy40-+WI+JQw;wkyM<^y%rKirYTUFCDQ?A8X%0|yTJmHWU&;0Xi<F|{={hyzQ=OL)M
zJSb=bEUzC~7^9FSH|AU4%9z=+i-kJi>SXXmrgfo8`V^&@n0&|lCIQ&DoB(^(<_G*7
zFQ28yePq+p6Kk_KWJ2#Du))q}zdO#eu5r`0A9pBrohWESZAw3808&q~dC1I6_5>-@
zBg%SdOLYg4y31l7vib^dq=$$OmS2m5OPBlVoItvVSg62Qz1kRGv7HPFjfF=^jHb(7
z9Pw1BBuZ6xn1dF*^rrP~d+|Te@S+yMvChZ#t+3BO&_v<S4Fdf4YYA<!t<UM21+sEs
zpfgNW)B?H`xVh@ye_kz!UZP#R{H}Mhr{9QY+ebCN33v9J^;{Gw)^R6fqi!?hbyu><
zh048{Lc;VOx$%XC$NZ!D8(Kq64eFXkF;PB?<2AzuqS}WF1rif^Gzj`Vvdjo93ut#N
zv|KVt{u$q;z$a3-EH);vtWW~poi4r+x?G|V0IXw&HpjvY-4~s^N4g}6x6iBV&B@tk
zJOE+W+%tG|R}HtGjbr(iK6$x_znoUV^y-Gh<GJE%bOO_VeIEHfF|1%on$m5-D(P$l
zq!yNvEsgRo0rCt7srkx-vt|un4E%9s2B<5eqE}4xgC9X$UjSqIgyJVny~-z?rBtT7
zeES!^k~(`wIQ0#q%_APNF5b>6!2!JG7{a)t4O(sfCnJ0_V1Z$u*|3P-+;;GCUXUWn
z7>C!2!#{HfU&_#VzF3$e8)soG*;<pDT_5XN_PtF=^+dv?FKPopigaJ^DOG%-SgsHT
z1R%F(=Mv4fNlN2XOsWq??t#!n)BlR4`4?L?Q%fh+O-8Hw+$=zycL#bPl1;q_*Gv8!
zvq`l|H@g_U?=IRm)g)861!Zcvf5noj_nEDt7na8f)R@*OTwD6)@BLWuth;ZQv)Zvg
z$pP-wQ8HCtlQe}hU_XvWW%67nM(l-!q-hZa3cwWc5~nez^f#EKM6Y)vf_K=II!Xw(
zA1-mr8*6ZHJH)LNkv3;0Xy}}8g_{e$^!-$$HS`Oj=~!vjx2S;}m!q0Bm#E^6Vs4Z*
zmX`gInMA7B$+9pXC$TqNmw_SuSH2T}O?rFufe@hx=zAr2HK2*UFp;kj3WVHev^M2P
zJkznOYsa*k?YFHY?Yma|@p?XRQBCCpw*Pxz1}rh<J=K3%T;%7z$*N*c+3+1<6Wk%&
zJ~3PLz6vi`Dzc5KO=nK@{6cCww=vq~yzk?Uy{2{pgH0$!|3lgp0)86s$3He_&Ya0O
zV?AT_e&CV<M_*r`On#5FWQ>z;d2wTvN*4dJnu<f}bidOAnB(iCf})R*)7Z4{R{3Tn
z^`yNRU#u;{CM2qjaZNR0J~GyZy|^P+KmB@f9RTYbIW_lArH4zPWmV8*a|vd1b4-HL
z_;~-8i8eTm-g7j@W~=M?^=b2f`jWc#;<|sJzRb348$4Vo95`&p&mBZh(92$U_)M@2
zZExz#i8Y2ue-$7|BPF?w9`c{;oN!RP^Xzv_u=qH5=BSb7y~5^V|4bmIQrc33tY)@b
zvr?LhYp{OR0D$4<@s9JkK{9FeDitPH-%>==IC?li3BM7%?5|;qKIV{Fqf?jI4iANl
zX#Bwg{DHsXM-$CR>xWt7?7hV?QaP#J{R(;fze176<?*<yt2VJQNrzRF`c}|jO7NOf
z0#qR1OZT+f{hs-AHZYq}S{60#wyGFa@5l2yB}K8Z<j|OU>x?$$7X8V%R%<;w2q0Xw
zD*XlU3dXW|mLyUf+e!1i4VO^M5x`fJpiKo^Ez1JVW7~CQlI#W8QCMICk5l6oXx#vO
zX0Rj#i$&De5O5I=is(TsCXZfi?MT=x0=h7E6nhVOrT&W#JJpUD-1Q5XnSrC?QSKk5
ztyd<$EqswQJ%*$S>xPL*LnJj*uXiAGqsoH;%{8_>B%)zr>5@Z0X$5dLiiMNkdTCcI
zq&#|Q>+IAw|M>R$^jCRKCJ>q`S%)cyGaESh3@(3wKp-j<CsvPy8u(zXSRpXDtuVv7
zelM74R6jA<uLHb19LMW6S~p-Locp$#CyE2w*PeAHe9Q^q)|PM1(3aA=fzahWK6B10
z#9#Vb*0IJ2XH-m4?zc+e{97TIQj$&{-76#}2KTdPyy#Qxe9Q;)$kMB?N6=C$QtEyZ
zr>L;C1`p_xo-0)<@{-ScKWoi{8GJ!wCuhdB0I>90<9a}7h|bLw_y2lF=tz$*zTQ`8
zb@POr-&p$kVROh;=ZrpEL+O|6xUa2#93!Ch{%KUeG)4Q%>JY^7d^1w55;$gc`%Tg_
zJC`iaHTO)QwXm@VO)zX8f&CV{KPFX`+&aFv8>7EEai^u)uJ=0|9-2B+Z)+i1)(1*>
z7&TMO04GeUO)b0Jg=rdtB%jA~egJb+L)nE@&>v4q(8?RkTvlD%2I*JypM22>;95;I
zGor1!jmvbxFC2a8=h$dXmCrDcmnmEDeKMc@7!vu&M_7LF4X*I*l`u}}G(i<LXfGS?
z-Q8*#nlrElDCaxjimfLREX1%rVUx(LpO2ns*{Z(!XG$)*SW3xYm`7H))yT>~l${9i
zvk{2AKFDJ#n)Xd+bFazXY5kgClc-E))~V>n{jf!Vvthp9$|T@#J#i4#r>`A0!+hRb
z$DSOZy}fy{h(;0Cf63WXI>*MH_~raY*kg_3g0$@adb!+@s$iX1o{?t@bDVP;HQ#TW
z6GKbeyz6!~8|Wk*k_cgU<siJRL6xav`(@xK8R{l|Ed{;;i9?IQnikW^+T!=^?8?8c
zKZK|+Q{@bF{0j|@)XAUuyl%ajSoC4G`fQMgJWAT|Hr^vu!0XR(VuiN5V$t(MX#ExD
zq&BJPx}QyDK*TB>Ymb6tbgy@Rt)Kp+=cnnP-N{kYfLu8D;trBV8H3!9Fkt(R!DbFC
zb<bq)_v>NMn{$VDTQztuOvQOtw#kn^8HH8a!Ur9vxZB8#Yn1IHX!~1@H;3odzCTMX
z;#@~@be%r7JRPJ^5wJ_G_SB>wMAP2~)!^nrBKEj|x>axKFlEZ2F7<{iGvyDYo-Zm+
zWEdoyqW^NOlhgOJh&-`<BK%U5ac`2QAct#*WU>1I6@1RLNA{tyh+=V$>$XM_tJ)0i
zNn=ha|Goj7q#R-?7iQX|l9sMZUYySO&h`fx>~$qX^KJe$;YxXK^XPlw`J=Qi<-H%A
z0~ul?xAYJ^I?kg=D#ZL|)*R8-L~(y5xZ#I8x(m^*3k0AIj5}7HTdjKuRc#omr9e*h
zL44@lqw2k|z%I8UhcJc1C3{dKn8Q-s$p3)C6?L2g7ANa;w@N*^sU5ez6JvLw1ta1;
z=ec!hW&j9Y*<QpX_<}v~k8Au{v5)`=wXG{Y<GL*5<Y?lE!qnn#>LA<F9{M;=RIoM1
zp-8^)?Gg0^o<HcK*0#fug`mvjZ9II2+4?_ap!ejs(vZa}U2P@~RlTD*!}5-GYlAky
z^D@M;*|iX=L%MBuREv-7<-BXzV9*AI6XkcE%3byZEv`7ZNNnD;wrQ}6EVpAAS0w@c
z4@>-REA}~nNt`LI7P&bklBM_L+QP2_wKMHf2u0iAxuposlsNv!-I^IO_Uirx`bWfi
z&H%Wg#n!B?Jxs{9^-i9(P&uZ(vT&8uW_kPWj_<u>Q};J+qDP;7mby5tt$STA5>gZb
z3CeEnS8M1UYZJ|$3H4KL+yoyrirCOS+>)}x54f}81Bl#!CL{7mGgl)epd6eioY*P<
zv~=s`H$Pf~K!WAWFc?&>y6o2|0~Hxl`WgQGt`Cjpmte$KJ`RZUz%aMoN&p8e`blwK
zGhu%>n(-qjYMMMaA^9Wduzdi%f%J0ZBO%_xUltkmczD0l`Kqh_%NZ}F!YT8bQSo5#
z5n=A(UfhXzg2W5XEGop+gz~V(Y@UoIhvaWfY`-BCC8d~FkBehqv5s?e?-i_)P@<J>
zu~X&kj5D67x$9K4*yEIUosd;y=P##TO1#{&1j!_6Uw#;%nwYrbyjN^}s=VLg8grsB
zpn>Y;J#eMWR9DVIHI@(wK)UlbRf_P!{GTs1R%r|5Nbu+i!uiDkh@t(0n35OeOL6<a
zcH0{5xY>z5FziuEm>50jsG-ljH?8A2bFsR1_v@I%>haQdACFCu2^(Ac5vPmlY#zsb
z33n3e_Y<=;NJOf!mQ_)1pY!Idyw|;%>?jvT4-~Y{NjZ$7J-8pq@??Brg#t6aBe->M
zuV|MbBGB&-{p(So`i!qsGt~!(3|;Q!oFgH<5lzhBq8g~?_$$v-7FcQl$Ata%x_??4
zLLycpQpB%#DeWK9a^}1vo;HkmFjs(;_z$F4^6K)e%$(Kw07O{l$84UiwtT6P{;RmX
z>2dgMt?K3F6J}`v*Y67Iu5%lif(La9wDdi$6gWoKr*0B%7EEb2+4#~e*BeOlvh^wl
z__J$GW+w|`rxr)qE`?4J42`P+$G;1FvHE?X3!vD);96B5mAW@+pr8TCuVggjR}%h#
zp5;|9q)Z_1-9GV?EWZt3+4~0)cEw|8uR2~)ryKPUp+}`RrNY*){}pGhbzBHz-mdx`
zW5vaG*#HvA`nUwpUwfK*HTY^v+{mPb=-4w}j%M(g<RVX0P&Ixxmf(1W;c(8*Fi=|V
z4QHC)Bkc76)q<E}$-tq{KFHV8Om-L%$WH0m>(W_E0~~p;th4fB$16$A9zMANt-3!h
zlurUQ`K)%0V06Y3R-irU$@{2I$p7ZxG^*%dL3N_vu;u5y9$0-qQrapA?Dx3)jP^7S
zR{}@xvyHp3IQ1;goCu&2mD`5Zt~C4XdH5V>9O$!vBgHuS<qSCdNVvzji{g)+8<YCP
zO;$R^9Ir#AY1<*oVrp}0U{jM0DB^&RIl`GZe?@it@slqOu&w<NI<B>1cduc`2Wqqz
z>-h7qPG`1FV%oIB=py%z84;dg!&F=cFhB+5&MmtMEzVhdo$*exQa^r6<+Q=E+pnO~
z3vzD?6+-JrfUjlE+VOV7#)f++s%)v^cbD3gBFMwT3+WC~V)?}^%&bb(<oa4;oT*Nb
zPLggwfThfQ&sV+4GjmqpQu~vA555+dib26(=>@5<T+)+;=!n=ZVtosF)=q9HY)0Z}
z!zTU^JROE<?~=HuA{M~Ny3FloF{k5nvO_1L3|t=_Gk^7I_Yg+hk5kZp1pHOTZ;NfP
zxb6L9LEas+zdJ(?Ap%OXyf^pce|P=A9UjbVztQKTCuLFf$~FfC)(5VY`_VX={EBPA
zeY$*vPe2D<T~p65KueHkW+-tn!K4#lu^5PWov^;W7J-Xq*y`m?!p&{226<#IQzHSH
z_Ck?Pr7!5+Hm5WnFUR}cg4e)Ie^Cmd&1bri_4CeH_H=}n73XKDMA$I=w;-)j(ew`_
zbIy~b7d5P}2n~PwbNsvr)C0YV-j`Y;u!xQ?CNic?YmGx}t1*p|22@!HQ#zfTpg1P;
z)4j%RN=qpJcI6+7P(LWWf9-dcX!p}HM8JH_%)viU%dXcaZ<v=$e&x@gGCXm=y|UpT
z$lGbLKqzTSCE=SUC4+AvfC|olCFr)f(hDMzGEBC4MHRBezf!>;!Lm+KjbeZO(4b4h
zSL#gl-|RLMVv@UeiEvgx-T5pihOmJJ&O(Qv?6VrJ<zO!pdq8j=;3sGl8Z0k=$jvi+
z``4PMl26(EE!idowJ&Ox@{;*C;{x{|=_*K`_n)xzcFbxjG<)`Ed?Q--N7Hil(0`kL
zAla%NkY*lldngz9)t4&?I@N*PEwmU618cl&gXR)=o@CsI3e0I9b8&GAq9qb`0G!_a
zGV5FqAMC=4ktV)vC|rY;-TxN23v)!;Ox_YX?14E>uJZD^r_(O%u`6l@y}i;WvcQl6
zON^HJM4bS_@haTd`vk|$8Mv!~LO6AflAxZR5_#65g+jEvb?CcdZo7h+_?atJV`g5s
z$-epzbZT(2jb|tFo|61zaXit(HO1{Amp4@BU<QVYM9$-sB<c4X*2lb$yyqDnS5ONd
zo(bG{hOCmf{bcCDWp$Mk^r<N?pQ(-8n&jN^WoIHV(^?^XT-bK3=}!8Z$>)F_z`Yk#
zZ<P40$b<!^7ku9nu6TVDBSkv84dS4J6M<?I+9zQw|9Z$-ftaP2>O+684{z6fmihPj
z@?+wEyKaH+g0D~}r69-s60a{5S@YPTi$8FEi{>ry5A=o@9C>x(f~J*=p^az#88?;d
z-F*8Wo`VZoSU=$14>L0Z$dS(~cUR`~V*6|H4<?P5vGm>cr7fM{HsM7gD$ho`Z2|-e
zL{bwwx&^NV;yF_v<xZIVVj5!lvpOZz8F+cf$%Jdc#cNi<xRqEO!OYeRQ<*<iN1yE8
z0?u6RF?kGH`|9VQYQEZ&r#U^Wo=~MX^i_JOgvtPaMB#;>-&Om1r-Y!|j(PE;tAW2$
z8m~rs0w{y*+~^_LmHrh6Oi4wKqV8Lldh+gmyZ8#ee}2c{Q*%O@v`pIFl(5;RC2epi
z_iO=D5kL3bu*M1O{o~9z!Rye@B_6Pc40H-ww)?|D+Z9_na%&E=j48p}%>6W2rnYaQ
zu{qS(oa}~9l1Pl>xh-(7z?IFtX<<`<^a9!HvFBJkbGN&3s)_w_s>nkokXt;gqZeVk
z-R5Krw#57jF<*&pS^2c$onu@{K9y7Tx;2}ev~>_eUtSKch~*9H?O#s1KYaaexON9r
z=A(|*v*5pKXX@T<aLv7<urekcirp&($F&!jiTSvsLfdjh*b3IVdGRl;qPcb|=liQH
zsL`Tgtohb*9b*BHloIqlGjQUA!}loE=gWK`1J19$U4uH3UKJ@|wu%_2<6bT8pfgUj
z?><Klf(Mduy69zj@QR~vziw0(krD2o5#!;P@`a4IJd_%F*bG6%fa_kX48`#wD<46;
z1;`D9MlkM}j@OHJVrSK>iefaMJ3rS31&_!m{4Wx!{r9F(Z3WIYMnbZ+C|t=q6jMB>
zI0saYn94mieAh03yqfSkN899-Z~!h$);WEBRprzIdb^1}8l8`x=9PRPXcj+w-C-ev
zmrF(Ft3XN<Mz_RFH<t3ZWuHOx+PtkK3V7;R#L|Q89;x6}mihGeTLmVv`-x?o+Ef`2
zsk@|b`NoV<Q<mEEqkd*bcsSl_nsgh!@K3oW`A)RyiGuAOi9Dpe(oi(1aYoEG;Qjh7
zp!O?a>n-GKbum;!^~4o~nCp?gO85`o0F}`u*VZ;XC+vx-1AF>mT8C*P1S08YI;FR!
z<E~LrC8FF$SgCJ^O@3}`7;p11bcwv?dlOK4AxM?s%Y{Ng8-B52QT5I&DI9Vg4S{e=
z845Kr-0%9ps#t>Bpw)-lvZ!RVynZMomrNYqo0OkBAg~(LHj%F0vKfW$XQ~eiH_`oo
zoOW6~j9Xw@?0D+itWMBulO!=-qU|rmU8ZVE%=y@JHdJ<D=Q=0n;Sqg~B~{6(lG>2S
z2m~n#mEqg(dy{CHA#n!Kc4>XtuvZV06EPZ((jsvc1n@4aAB=`^CE{gm{2n@0mxse&
z3~~!<QyYglL;>ukl!KL9iOA1A*gw!UhuG%jT}+6_cl)p8eVil9aRSY${6A|A{&R0D
zZDjBOh@3-$o167JaQf=gA2&YyefSTAL#Y6<(I_C>^Zu8IbEd69%sQe&z0Zmlj2_lk
zMoW23{x3RRGNSni1NQOU>%!IygWkS{vBvHQE$F$bX@;<i8q%jrB<d8^L#C1k_5!m1
zVUr&7)5oT*aDJD8CAps|$*i5ywQ9%W*JHA0M_xpAN7vH=c&+3`y8{fwAeR`!VYDYW
zS=FXgnGnC(2agdU%wx;E!;$-KjcO%Y;*N)seE{eXSU}R-5y0jJY>2&o^1fkIy39pK
zxH41txVa##zSt+6&L2dkdJ^N#_)lw{NF;d3B9T(>3JGljd$%*{n`3f4SUyurM6byI
z6$#|70RJUtlaTtRQ&Aj<8S5{K8b*Dl1ozybq5Qw0sJY8BkMwqu?_OlTi{s`tIJXx#
zBA@!K&M@CpQHwZI><g$EG_kGY<E3LEXkx4~eRVm|l)}&zRsWX0?1<~8h}fSP=8zE>
zO^I6-Px++zXi9~<``bKp_sA(MwFj~bQXMj1T8Uj>jLm4aj19fzes1q}$T(1CEV4Qs
zc|F!t9M5ssUl^D7>+R#?=A{Wk*-1t!92hsZu&Q&9B?p6sxu=DB8JUIeT&TZjw*d%F
z-+pD`mw7mIf9`zKVuM>dmeodH?S_Sg^u5mHxv$@7L7H}lq-iT=rg0mt2j;g9%ewL1
zt5$7LN)Vg_QK8e(-MU&%iWb*q7#`cYyN*8Ib~7_f4Aw*Nzgw?-0|of9tbc?wOrC%z
zgeLVqQEA$g2Sipk^l!vzz0V+r{O%rqupJS{&A~{FyRN(1f*dyz2F4_zRALZz%%Q{u
zwH#>zbOx|=XO1XECmbm5`|rthm0nJrz`|yIep(<(fbEkmmgbAh@8G;dad}Sv<=QHA
zkCFUVp*Dk##^U7WCQK0o#FF(-<^1s%h{9F<*+ZKM@6}5?FSx7tZpg228Yd51n#TwB
zZ@VE6t}}VDYNL#vDQVWJFV)5kGTQR~5PyO|FKvS+3<yvr*Ai0CGZrS5Td%fEM=EI-
zrIg?IHYeKv=6V2VpLFN%zG<*T*XNh0l@T|P?}E;Hfc`tGA0|@bf>@h}%yeU)tWOuH
zg|;cmJIv8L^3&P;2f(0h7tFR}U2?>1__7go=f9LU9C*b5t}+749aR(l?(PR+zL#qm
zyr4MUP@%WZVq7Qi$NomFyjaedHa_cZ0bk*k0kkB7?;hh5M0eNlXHf&Q_<F()oUK(d
zG4vx`S+hjQ4V8JAv$;zyo3B>&eWwo=jY^4DFMLbOmf)adPD>msKl8kQzxPq#xn-#J
zW0Ze}Ix&g1Ut0HbmmaIMyW#a|a*38-htqxwq}^lbHR^h|5ZC#NT}35T92FC$AugL>
zU0u(SwJWo8v;%x*oRQdVs?HHWk0rJtDkG7dgD>4J`EPsEaKn~Gt?VAQ{dxJ~$-6kY
zEy`z^l>pV>o17^T?r3<7ZMvZ*#rC?w;I+);A{o%Ck?wWs9O?FeYg_w5wDp7sne_9p
zWY3rY`12j#C10!VXCvm|+U&JoE;M14@J?7{*8G`1U-fx0a0U-71bCXL@%S`Op+IZq
zN_6`$i81C8O?D3{x#e*XeAwm;Xa}HsA4Oh?X&bNt<Agw&qk?h4bSrUzzO<?-)y`dK
zpnI*AePB~KVyWN0dhML#JzM~{ped9%Q@DMdLzFqJ6{H*AL%5o;jls2B()Wk1@ZEvE
z7Zn!N5*kf8Xdm_{ulYZY&OM&#_kZJa$Rvl-0hvQlLgY})nfm0Aq7!mfNRq?mFy}cG
z9hg(7%v6+|wj76Hl+0NSi<yzloQ515rr-Pf``bTz*uDFH9j@znG0#}ZwetxVkY8H+
zJ0N>@cE1mQ#VV2x)nInbmIW12wh9<p6ig_yk03R!H^UPN3jds|s}fs~NxczCYqo+d
z4x@WhGuHCIt1<WTlHeAm`X~W0_xsncv)5Mp>xJ6{`D9rIx4P!-5HY&DyCxW_kpu%;
zHqQ<Dx=Qjj)V-5VR5$B4H9R_SJxCO0CCmP<a<7g?SC>RX&ao6V7GnN^H2uBt^8lQ-
zPfcw*9S~M8?!DMb?U#&S&v*+}${NmQO#K7RbVr>`l4@#_`DQ{u%WCQI$M<VeWH=i|
zpL$l8D*lFzO#-xXgU3oX);nterpVbWKE>ep_^$w|peEiRfF!H1s+y@?*Q6!+^Y!%u
zZTz6f=o#pMfoYq9TomeaiIU9d==x$vV~7nq3Wse(_p8qXciEL|dO3Ph!Re0XQmgg7
z$+LT}S#{P3z0cACx9)148h4NnGS@^+Wa=>jl(NvaD!yls7wkd{$Ju8$7N|B0?eKYS
z1Tt&CR`-s*H>gYA_)|RigA!CvMi5Hdw!PEYe&(0)A?@g%%pk;lAXmI(Aol4N?QU&m
z%Q$l0YIA(?ZX;ePilE1EpzKgLbf~w(>^lxh@gESjx*O0OoY`zLW}-1~r{<}92XH%J
zZGP&_M4?yVnzPCSp9NXRU%q16kBmjA*KMr1QY_%&_5?uu-r{=WUg$wPT9QUE9?Ge*
zk@T8=0Sp_BB9v;~f7Z~A?~T2+G%?UZV+HxqGjbZ>Oc2XR8#6aJOZ1O!Y={VR9{ZfP
znYOs*zUsgkQ|nW8YUCi=myW*x`~pJ3^8>W`4vRq;^--e;@z-U}17P%<m65{OVPpVK
zJMIBQw^sHx0dIq|D=uTN+3fZ2_;CXO5xvUEhc85HCjT1}Qww@Kp#k-lBHc>CE8yhe
zem1|`FO$0L9P~OyBs*-oY2l2p)^Y7`zjJlcG6MJAM=KVn%~<~)>9PMY=vEi(k;z;3
z+ss65LiDFA(X9#Lix@((;Tnv5srbQAL|^0O#iowJ__%{|?NAdp4Wnwi-tr}2P47fA
zl4)5i#N1}O#S(G-|3GT4wHIrE<h(~ezeJSZwJbD{cy=?KrI6O7iP1-f2t_+RMJk`V
ze8D8-@LLc@b3p!2{GNO!RBBIso(RyEYZ~_#M#oQ*#B*|hDPJIQ`IX~f2&>*?t}@Q*
z_9q9u4H?S?(Z~cb!;^Cx*3U2STF7f|2*rA~DQrRj0#oh)O`wW-mm9l{bblS{)+~h|
z1%OZ+TqB(||KO|tK$dTxRUf8nK0(8K$7G-KY8aW$V`85Ij~n8~Bfbbh0nx+eP>*I1
zyMH;n6SUPzF16Zp$4${T7Q44JvK^s-dD;CLrH~`U`i|d^(jBABjsv4jTd+w8D|-O^
zUI}W4^ZWBKOQhvP-7#q((XlKhf*Faw4d+?9>T}X}W1Mc_>obonW9y#5sWkwl#1?Q3
zHtnTJ*8U7Vs4I5?Hic&2>Y74tcX_iWB4>tA&4>qz2YnK44Ia2d{qPT@hkg9U_tWQX
z_X6)RY+%8SJ3Umt(tYC8{>g1a+?`b}v&q=I{UP+N73aB;j3vMvd5_#A8SQ16eQ`bi
z#O^&Pe*%-JH?TV8-!^b+9b*o=`?&j0ZEb8xbFBRc-S>?D7VgP@H}LD1g$_wO7Ci8-
z{uydy1D(Q)^XiK?1$8t#x4Ru0dQd3>`KXX`l&YlgNRb6q;14EUq2m_D4NMxMYn%}C
zgusf5riVqq(Wn4EnVgBHKiu2yrG?`m2$(NyCA)!2H@H=AB)Gq2eMv?ct(zO?b!W}%
z%Q8S?xBXx|qXY$~dMgh%+Qu|t@j%4+-q8FZKgo_RVnIKUbDoK!-|@@2?D~xnJ&5mp
zFKW>ZLyJ#{mXQoDvt-UPETuaiEW!CmcqKj~uv?Rt2e9sV_c*%$kNXJ4R_!=$l>MXF
zUk2)Y!vugbOmpoUWk$0OEAI~5o#)jE((%Gwi8Ezont`P&(L%ExBWLd2O`8NYT%iQX
z7&j=%Xo+f>B$eKshmY$cZDZ2{BbGQt%_F)4-&O7e0?NK=KeZ4eA@`#y9S+htrh>i#
zvmUUvO+$<*xUY>$>Aqw=FIoNe(BWS|n<PJ@u>NFA0Rk5Z8ZDOW9?V71V@$BAwGyEx
zCTmu)PS(i3foleUo>HXgnbV`02`YS9TCYF$$*Qdj<`7@Mme@O|&PflUp#TtMYO}Qs
zs@G}&+c#sS-1d7*#SR390mnIT#BuwjzU=X<kAZdV;?Bxq*uJ83+GO{_59g$ZN^%-c
zj&yMly5KKu{Qd&<l81|=OnK}&!I^JN)U5{i6f(FYb0Bct#WN>fGqEq`1C0xM8mkc7
z4Pmh8%#ZKFkpGkCO!ueV{KFsh#$4jjljkFCtsWI=o=-i|!CkDEtQpVQ1il02cW)(x
zpCUn0JT&;d#IhSW!LBe`$XH~wIt|Zp&TF)`6LodouUXutZ98oK0u){`?V^mpiHLq9
zEra^KD87zoH3n*f5g_$%;R-*u+E&Pk2}XX67w;DO(H2_5Y_W~Cy(^_Hjq9B(GJ=cD
z-9+l^N@Ql+-8PkyKiUZe<K0R+!7E2l+19s*pCU3($eojKXnk;3tKdpzkqH>h3!8x5
z&CWH9v0t$b1L!E&F4cACyhmgTanFDZ3`<<e<R@#EQm;gQ4JgG;1V}AoVZ%NU1k3$i
z_;7%0Z@sW!U~|6%IwP~bO(9#P|Hk#RbGtR86l?dp<+}?lw+3Bn%Eqp_0VktbE;Dc}
zB&yRx?IcsDip0dbuvNg&HtsJzqaYY1?RedvtBi1ewo<pQb_rC9F=LpuDRtiBv%c)<
zyrEJ0I(Ze?%#F-Pgj+3gLy5q6STu^eUlDjF?@Pl?K=c3xp$>w--XVa$USjI(D`o<6
z)pw>tGKHd+dgt{_uFOG|pq$Earj0xAh--w~mYdUD?IK`~3F?0R{{K(LocG^B87zA0
zi}VPdkFdhqlMo3Y#ErDkDWl}1Ci~aIW%v7k$ip3Wo2%o%wt1h!jn68G97BI3P?=G&
zE&fV{(Z&8J`$Y$OHuedpO_H{>t*}nj#}7dWjhUc3gtS)VoKZLxKOGe|wE5o|Q;*)G
z!c96hwtRBK;Lc7gLa@Ooa%X!NNa0#3)@msIu~x)2!4dX0EGB^WW7D>JZtG7Cfwx1Z
z9y)Fp!I}`Ywb5r#vZHnXTycJ$AvEn6hTb;ll2ZD)MRE&%$tX*<-;SQd#D>xHa{328
zqehWek~;ui#Ns|MC37Gz)EY+z_8;WDXgl8ukn`rWv)HJ`cZ`b{j$Tzf_r8NCz>?p8
z0Y28n@{7@?m#m*j_Fdypi`PTgJ|UUNLxbxE#7N0ER<6EWKsK)&PX68lYq|N%E=gx9
zKJ(x_+3+YiGZG;q`k`)z-mTI_`0Fg);w>Zw+PHvEyKKfWEm!W?B1c86^x*QBEByUK
z@`r3AcBw{b2S<p%-HI;1Y_I#NHKxQbYT0iK!H_5~$NqeNahe10SJMf(soxU>rP>tG
zVIt(w=Hxn;A$PLVJcS)n<+K#Nb=t5QiCdfvs+jq*G%H646=^vBu~WSWE2dB)@-tGb
z0_JwEs$RV1$SX{7z=Sve*UjYNM>D);jQkwEYv_baQ7z3YF#sgoc|OL!_}TfZP64Y~
z?xV!)mR)DuP=RRd`Dbqr^*?-R!3VdlDe3BP53`_8$;Nr2DSfd={`@y?^k<^oyinLm
zk54H8+G!XSJh6#;*9(nIy@x;Uv&fy?UMwSSW3eke?5W`HjTR;3d_=^)gvo#GOC$BQ
z_DTk?(=;@`{~?*7;NhIOU#0>ru))}~E}wAX0vT~C3*Xh&l^H3Rx8OOWbq@DQ-Vq!7
zb)su7b8^z2Libx)<&3DjvWj%y*>KIlSXlpAzq>z#uQwet%iPtv=_#ZcKR{EGr8QFC
zgyZi;t)!<9X-*7zRf4|U)EjV-74x4#Q$EG@FfY3dkz;np+yhFtd;_CCm!pqg9}?ew
zumbQGti2jd@|zr|evQvPqt%jVlR@UT-TD|9zQqQ}*EJfjSbaOpGWG9$h6=li##kxH
zT~&}{`zWDfk}1=dDUrV0fz(f#0Kk21?F_J}O1>jDHJL0@+r%Rmb~%n~*lKGJ5?fIw
z?Op*?G8~{vPnwkuXLxbo)ab9m9+}`+E8#IxJ>++pNIp3@S!W)Hsn{_f)T~tOI-=KG
z2ePR<<Q{xr!{aN$zM=k=BXvDBY&#|SxOSeORf#0Y8RPHBn?v>;_9>?h4wuHYqmU~f
zk~|YcgGu=D`<2I7%cP#wJsk(cU|nAI4LJj+ln)n(J9`oX%s|1vpQfR|9lh2rf736I
z3Y)?!#CP^bVo0j%M_ozn_i`33@*6yErnaRiNQz8gB(k~y7y03FKm54CCF0&8rN6)!
z{J)i<Utd($0LOkTk`?Hlyl4IJEB#p4M0qzu`Mjxox>1|r&Yuht_)5p%o6QnRHh1On
zKhR{G?DtGd!z1x2nZcynPGj5n8%spvad*s(=Kgvt(PVwUj@+e?^O8?7G26$)Aes>G
z-$#IWf}`N(Vf7~8tOkeTbzda}nfVt&@8|UJWF(?QO<qYsf;$;S&C4x;{z%bXcblqN
z)SqN+E2J~hmGV*F_RwEV+}D%`ok5@8B<b-XXbMJlD7^(+7fN+F-<9O0RSOlF_fPk%
z7(OzcN;0vx5`sQ7K^}TSUB_3V{IOe9>n`VygT=mQDT5wsb0faE1z<2lKrHnOxhH+T
zQhx=dB``uuKX?m`f}v%DBBU0KQ^_07x|tU>alN2#UyYw)cvxbX;$^JpHBZ(V^bJ+D
zI?j`VY|4#XZCl?pt_xh>0Vq{m4LC-zyKby!$Zr*E{??LtQcw<TSQCKYrRabkn6lG~
zYE`9uFOJ@*sC~0yNtNn^h@vwsS?OUjqop}86^sMXwFZIkE55Y5TS*TVdaDNQ0JICa
zzc-C9{0TsX%u^q*m*1<37bZllHAgJ-%m@%xUgq3VQj%w>h_wi^F_8=&%4e9nU2=zc
zQJ&Ldq9Wx}u1=n_P00YWGF<oSCE_L}CVF=VqYA9fLDDGnbnC4+&|+MatY(}AZ`0VA
z>?)i$Y5g#8r+0yk;{hKAu-BS1g4W8~?>GT<pPRp71F}r^3ebU4*7rv8$M_uU-cSDL
zxssSjm4cT?w1Q5@!G0!o@W>3b`Rk}T|2XoZ>e}%qf!~7wZkD1?xDlS$cCz(bXe{o4
zQcFQ1(|%88H`w{Ar>NI#?hWK2WEN*j?-1_k`17V0P0wx){G3u|ct9X<Z89HBKBSd<
z;%Dr!`R#YnZ~}HVWtm!|AoAf2UxLt#)R{)lO5E#cTOnthdd}qT;@}*;|IhV}nQWUd
zz)8OOmwKhY_Xlw_b}51I;(>I*bib&Tg6!D#@w|((QfH-v3v(EWDWRMgsMKP2)=!@W
zhvqV;{YC^gkkN?ovKzt!Z#j5pxsMRmo@k<q3cp;O8KgG{Zx$7edeE>^8xb){4a<~V
zllZ%4BRF4+GS|k$O})Ccoefw)lAIg^{rvnUC!f)?={s}(Kz54@h`Q}tMUVMQix?NK
zdn!rY4vWv}2<M0RV8d<MMh%mbZek`HP`<F~l(2CcKojL2dg{t4Z$xHqxW(vS%*kVw
z0t{^C-))O0JE@K4|G`&W&fOd6%cwc5w;?YKOVD1IZL;eq-@SJvv3p}DPRk%A%y7E7
z`qtQ4fC?K$w5F+#?!Kr7zD!pWT)|uNjdJHN57RX#exSDHG=Y3-<E=x%RK;D2nDP56
zD}`q_8zv9{q0W4nTbX7tb1F$r8-=yr7s=XX|3!wX8k=t*DVs>5>tu6O_`7kv<GJc>
z+X+i!is`{^%P{gtMAvO7P7gqbQ6DE})oARCau0r&4HqHA=UmdUS|gE*o%f{)F+C3&
z0*4p#+A~^4u8tRc&$-jl4#EV%*7jP3(L3=j;S-<mf%aW$>j$2cfovjAxX9&w)&dkj
z$FfFcawZ*|_WdeWyrUA62|zVH4OB|apGpQl*RLrbN&jeC2uU}a;){>}Ddt&V6ZEnD
z4bR(Zf`E=%CrGAw&G=61jDj3OK-vX&LxT2qEQF48cA7=KBVve5ZuIEf<o>TPZ^gu%
ze$AhUV+=M7MawlQmvTk#J)0*o$1SBgK`2oTi{dXGL2p~U@`3hx6OYLyer`_Y9|2T}
zvBWUaR@2aH&LJHgb{Jr|0kObfg%n7Ed7oE_a9*CDs`8mPQ}DM&`f~5C49C7tSvlke
zNVxk~HexO=>mH8*3WegHGMz%=Ty*WZ*qgg`IlG1Fk;0ieSr}+nImTq{eC(gjZWas-
zmAQA=tV8U&hj;MR(AuV^a$vh|Qg9OnyonC(su6jW3y->gxdhzG_$n@7`&*C{&@eUg
zlBA-YE6I<NvN4kfeMjXr%z$&|JC(FjnNiNG3vBYhjpkbc$}9Ly%FsX1NMFv#r>t24
zi94CbrmYNJ$c1j>`#(LiHp}fj_baond1({nGmW<n%7yc`&kz;<K2!WyAxm6U+lk(A
zebxiC&2?P;lVv5{@A;u!ty7HjdnnEP)_AhgiZG%)rlR&WTlCmDAqgy$5!9dpc1g_O
zl5d=;0v5=)-=vRt&ITE`Nz7<zEPA#jMZ@nkbsi_Inz1_!SXpt}_XfLYQoW~=27cQ?
zs)QlJ=nd$czK1w;-~A(i)67|DKUaoyb7ykg{|ouLAigYKgPmCZeuCA&32$4n_y@X2
zF@X&E^XeGs`tY+s+?fPKB;WAX)auqqAlKcQ?ykN(>5nZK0@P4pFG+s>$VSuh|4QFX
zNajEFg6M+Ib!UodrtoT#^J{a=ABsF1Cka6Vig6HFTJN8(<M007ez~!Cl1gwIQ*YjI
z!|hOaID5@v*29b!8Ml^oRi`dKzV-LKL0XfI4YDb6uNYESP^y*)?sb%O{dAd;!Uz)M
zKOhB_p8@ZVkN5wf;4u|@+ttAGyG3y*Xl0974DcStef{<OZqJ%z1#9C#nca3t%nnVo
zx3iqN%b(7v&4I(s9sgy%4MzKvO~d-Ng0q&jCPHTw#{6*wYvWvlm6*W3&oA>^2L30+
zji29^Ci}s>40PX&iL_A(T<5H%L%cC~A73f#ffeSuM0B#RLhLcmQbywbvNVN%bD@Sw
zN0J5#mse&-HeV`bY|()gjY%gPSyz~ve$eaN%<NSXO%Tqr`Ae)gIykZIJ5v8C{p=_Y
z;)Hq-{j8M~Bt_F?8S)Qw+(M_ZY(JNR3#+3~t~U^hS#%)kffGsFRx3MTZ|`DkJQw&n
z`n_m!iid3Qwna1S)?{}*e@17g55z}4h4tBN;QehF#^zR4m9?t@{f5b*X8W#{0DA{j
zTEsrWJ%88aEzq4j;iR<2A#{!%{Z%a<R<Moss58D#KU+Vyc~F|ak06f>@yY}(7yzUQ
zup;YAiS1Qv8nfEj*Sl(SaI3P%|9>-DTm|Y+D4({+$LUvTO#@?uXC{*@xk)3aDv3%n
z-m6#iG<dm=X2l%@?%NQ>Ov~i3toiK_Yi8X$-_h9|CeT(g3TVvYD3L!IX8qsBf-;3c
zts6!<Xzr3{l48nHJi5kftTutS;S4%XL&z(LXG(NzSwmH6#e9f@EO48w2-};#dX|X0
zi_oBdTNtCBu6!WeLp&E<oe<m)hbm&s7S~3F#r@Oa+D+QJ@TefDQent<woHd8Jex{&
z-rBGxuQb<^?_8}TQVN*sPVWDOHpW(f-!uqo?sh2p$OC+hnPTWNlp!>GK9sNKn44t4
zw}##Be2Y8j0=6>AdqNkphX66xm@mD1z;1NwMo~H^v>FJz+lk<^uyeV*3ls8Y=|Ytr
z2j}Mu?xU7r2_*C-`_+&nYdcy!pS-k}Om!#7!&6d<RSNV+4GRWk%@>d@yW3%u(6W)T
z20gplP50tG?RENxCM;VX%JV94w;jLP1u58y?~nsaz3V8?sS@1IMcBy$rbMCl8#3S4
zz|ygK{;oZ5RUhvy?O(9i${OwaLRi!}OO#t&M-V?RH9h|!a2#ZJvs}A2+=#;gyEU{a
zBxv4M+k8%$Jrnlj&RRyCHYx}z?I@v;BKmjSvTgntj@(T7mirEtxj=Ox`bGb*-v-=!
zdy$Gx4S{Mdb*q+&0*kE=iqnG=Tx|{6Qmp|Isn+dz{4bP+e*Hq69dbyCF04NQxYwea
zhmVd3_WTCM$m2HLNLLz-TXwO*4dDvh#yR<QoXM7Y8k}99S~Q&u9XDQ`!Amh9@=E-?
zdU>giXER<^uXN~L>F1dP%|U@SHR!H`*M0B5F?)5kWE-5b<5*8#)?47=rnvu=GoU>V
z)ejvyPjirmKv*DI2Vbd~mEhql`ttOcUz-oFmOFeZj?mWm;5~Xu7$O@763`efRlc^5
zSf|rCcpr(8E>*u!RTn(KR;!T9-l-tGaXQ>~`IO2{kiM{02LK`B11n-U@_c<4UfK41
z)e80QcSs!0LYH(*BzE;c0JM9z_$w-oiHmWt8@+bZf89@QIBUP6rJ#&>ceznJ;zQDZ
zDXL5ME&`pBu1}M<Bqw5w&9*ItG$=0Fuj>W~3EyRxB4*O^0&kj6#r(Mb;au?voF8YY
zsAj&R;6@Q1KDZMBSdh91YPZVkG|CRjYRd{SgUnjTcWqz<evD|4o?OU?s+zg?`Fg6N
zkB9vejd8J_pR(qrtpk(GX2r@@daiSMk<pu!5cFMgq_JOf0F_C$HCbE^+oZj#oU5C3
z!j7)r;?1GvNJ^V^K@tQ>L3dY8TPunuyH1z>cdM0S2Lh(0tDO)pFHn?+j(AF8sDEsX
zdd=deOlw4FjKgUPEvtHwV}Q)3<Y%K$lg?3gW0iM&9~7LE*1E?>h0J7;di9hP8MY;7
zTMt*|?8a*nlq7{>Ms|Zqe*}1|nX|bnwE5U~HF#H}jSVY<;*U->8!h9pul5QiYDY=_
zK4qqr%Gb@q4MxIu$3#eOR-Hyb(EX2~8(+GZI_8KI3J{-V2nz5YL>@u!H9Y@u_c8r3
zopY%m7X4>vN4K!*K8qXi4`e$VDYn&q?IwE+|44zXDCgq&S#NiOrH3=FZqj{;_@cx&
z+t%81q?K``%SGHwg!DnJZ^dekt6RGgTUUpo9i^>xjsYSCfV8|4>jMu}yw@?+hnKp8
ziW4<hjg8gpTFiPmT{K+eBEg?zV~x%)Qk4a`PzgrIZTsSry8>06*J7j85Me_%ihI;=
zk?adL8<A<#_*@5_FA6AA$N?MaM|QjKQ|iEmANs?)St%!(dG|Ex<_&+*Y!F&r?-isx
zA{11hV8{{fkd4E!p&|N5-@p+lp_V*J&T;v?gIkQ+e@xq2VAlpm^48y3>(CS8;h1?#
z>dm~Lnpx23)$15Oto1>fm%(M;p`dJHBxD@6J$6Rc{Cv0}i-YI77PeEFrQ6nOjmYn~
zE^apsS9xamRkpTr|INDfF41mtSZ5DxA~-V~oS*S-=dw;U!=n@xc><7MP8X5hyXivg
zpbc|7+gv1@ftxod>zEG?jRFYB$hP&3269(Orj)?a%K2+k%zg?~?;pqu!7p|`F;l`2
zV8kLkw+nhE4&Ap|O3URBH4Ko3aYu}*B1@*ZfCGczo~8z9`r^&ETUH2uQufSI`Va+p
zS(AtkYQ1N#zZDd=@-IG+ct8;`ci2ZsMqiA;`Ue_^t4x3LApU5y5&c<Cv-LzZC72ws
z7Aii5D|AmxxwF_@{8!c3`BQEkGxEaX4rgC?L-L`0ibhzc^s8VDs0S6hC1HsA%bFdK
zDqbWz6>PjX^dnPB@d?A&+{S`GJqC_A+Iex|X7)tm;!eu|`|K8(#&q!QF1!VhnD%i@
zdiPGt3&c@P|3UU`Nv&fy5AL>uwEKVZFg#P~A<uXvYY#NJv{!XXvZd4XCXRVzWb1j&
z3HFOsPG`Ojb&p;79Y*%?b1og~((O4~>@Ye21T1mYl{3#wkRGiITsdHO-bTYhvP({*
zL+fq`wO!j)kU>k5pJLmO-%IF2qo?4awtVMf&dt)W1xbJyA3jfmcWgZ-U9es30k}!~
zb<#oN=8|#7R&z(edh^Y;(qAJC1#DdeFVvo>wS!xKVZp9!<2|#N4q0GGnGp*4chRne
zh3>eSvCv7;9VgAMQ2b_KPvC!(FMp_hlD2EAcvTbEF4}rrPP3C^G3;$)bKv~W>%*6S
zc+VX-=hKzb=mNntz6kQAH*2RD`>9q)*sA>lsm64v`5QlG0*)6q+kG%D>hwX+^HoO(
z@^WwCmOu#_nJ|e?`3E|m^48GX+b{eI>GZLVLr3Gg_8N?yvj@zj>+MF)EpmX>fQ&zO
zuf$-Co)1+lD4zf8i){Lt`73$`-We%EN{o;1H{+Wfs54+2I0sfZEgboRy6x#T-js5r
zM%K&_DG>ZqIN`nUmDit$&ijDFX#U6IdiL_5tu@kihxq&X1%K(_uVChR=Qv6Dls7UN
zFI%)`?4mZ(9&9NbobxK|KkxOLkb$rLbXc5$NTYdS4q&;$HLmU1ZRgKqJo=wcW9MfF
zA=8c%<e*rZ3H6L8%Mz6hWm7R9Yt$>QKVlI3l5XEkS(cRFFxm-YrEFl+DsV42+iO`X
zgQULsm^&If&5eLXW(b+7!Kly3Q$fhREu1k5u1Vn|O)z{)IvI97zoyriYJswC!~mWS
zxb1Zi4~KvfT2GptRJI7EuM>NS+{Smr^G{mJw`^B;iP#d(+o}cBy){;_O!L8AHfn~8
z;dHjOd0ao4aPj=F+wGgQ?1xe}rG-IC=S4LWtPzXjrDl^CZcskYb5{Io=W;I@-^n0n
zBHSr~#J$~La(CBtqx0(JpWJL`U`_dV<Mc?%Bo%@CXaN_MDY#y%$wI$Cl)vi0d*kAO
zonTjN*^YhVZcX)VhZN`NZC_WDh4ENllS}^2F5{_Xnx14P2M>}w*I}*9SCwu?lE=jg
z7{cR9z9wJCT|e^7Fhy?bo;Y-2Dx>qG@}*KX{v(n8aAt53(Odj@#K4UXga8{aHUhzr
zVLPd%*I=!;MQvsS4n7Gp;<-gmQH2P9(Sy+>gMfN-!yx`aD>}gzuInl9g9|&ZOm~%=
zLE1ES=&bli_#i{iHLG!fAa7N?@jIG+<#oZdo#q1Fp6yDstf`_fFKjJ)x9us+wS(U1
z<tQKlC#?(Lr!>sS2iX7)>a?8dJM%3)6hAgCWNDf0AF>s>!gWQqa>~@}e&QQx>QHm&
z`P9@gu}(c|0dc^6IG{gix-j$Xlcokq&xx4@QA7?Dy5PXaQjm~1g9UtpiAc4gmBDq|
z*u~L|=u-OV=x#Q#A~o;=o5zt)A4@qT+5gkZO#){whrk&ICs3u^A5kQc%YbC&{Sl1b
z`DROo*HjF^Jt%DcR541_!4hhgCn?)m4%yVjR4Bl)1#}lfi0g$g>Ag}J$Kb{6F46WB
zSm(q32zgY5h&@*BNs$OMVJ7*&%Y^Wifu0T^V#bsuqf&#%H18v9b{})zZ4#bQ8=jUZ
zmG0LeKkj1-W{Z=j9Sbjab-vJj@<3Dw2MO);B)Q|dQn(Vg{T!ZIPMo~NsU$$oDTc6^
zKpetN0ZUFxx0X#$qx(zu#K+OVRPEBn_B%jU8$hG8fDIzS6I<WnC+OJq@Kgjzy1ols
zCkR%G)3Tachh$J6pLlFZJGy2BmU+HlIcdU^*zboM>#(Q9azp*F<Ky;=*xfH%sBt5S
zJ+Vb5`3~>O4+(e;p{c_}v(3o)0b`~h&yXeCYeERH6)Dpbb^z-=yfsz@*F;^*X`Mmk
z=e_!M?b-xkW0AVTggcG*S=BA))t;-^ab6`Z5M6b&uz^Fa|3LDZoVPt1LhW7<3{>T&
zk5ZD9((D=anzt2y&ZT7a^K>blvT}n*CXx(uz{P#NB@Na<?jP4bWUt0or@Y}d8F<3t
z$ty8oeO(jBVpsWUtB0rjISn%^7Psrizb9t;(Jp&FvE<{IKG=ESb=Uy(ewy1;PX*is
z1twvXLabOp46(~p=V-Mw^*29^iImMRbF*jo4)?w}kT=UpM5lP56Z?_O0=G?9ymsIr
z$fp;aIzR?$e%FT>tGP`SN_~K>bB^#OR!qLzt!TbfP0lu11T<0J4GJP{_tEfQ!tbX<
zCenVhvL>+MZC_5#UFant`|{i2-2YjptiV}lxOShkBley9PD{ydKc%_rR<7;;bd9GT
z-b#0=i+D&U-LDrJ<0QeT&%n)QTUoLrLJz))Ch}tdYnu_6wb+$cae?_4QCBzU7&2ei
zc&-)@CQy2DYiuKgm*>tf;Vu5KT{!51Yf}Qq2*^QsRa{23DWDX%Msh+NX@YYL?Uw&V
zRsFDqr2L8hxdWpQ72PapdM2DN5y$fly%s$1b#rQ?D0890|I#iYl9=7-m(RX`Li6k(
zfid^#C3j+dcs01+Xdx_py(u9wf9cu`d`B)1ox*&<_rBvX?laNo(pZEamaxc}tnA%E
zIvsur?&-$1CC|Z7eBzOta&MvAuVa>;!P~wIz>?3z$*1s9d^>`-TRx|jGs&COo|VaQ
zj>J9@OCM5U3s)v|HyzE&N((R<xD;!$MQ2iTI4E9p7{3R6!m~vHE}~k5Q!n_0B^uRI
zoZaSkfq&zEow91&l(`hu<g5cxk`oiY-RB#jr4@(JMxM~?iQ-F#+sbHXnmo62>MPoG
z*rg000&OT^*JSQ)pCeU=(_b7E5>)i(W0DksSpX;{a<c>&S51{jOB<NUt6l&AWsA?c
zK(fw8Dj~Z%yST;4QQ9WO@5w|1(A3{rWhO9_rGwf7NZk@Lur!hs2qOI8Vqi7`k_3XA
z8!w28#vJ7LSpfS01wUuZF93+gUK*)!sug#q^yQxF;QiVPk}3Xc=31`Lf*e<zkpy9$
zJ#p&n?bXaAK@F$G%`K<?D9G*?^D#?P3j^x#0}ip2=4P28L?pWE|FMZ8-1B{|#zt$&
zDlWNV34Pyr1#B!1+$*p#5Qpa8$cSc~hr`g-B0w+9v2|?{J}hQ4e#^>j2e;n5GRl>u
zjCQRnJ#D5LnE<NcXUkz2nG8?O!{x@It}|cPc~Q;!JRPyyPeg`88jg5^reBE=FDS0@
z&44nVZ5alvP{>;W6D5mv7zg$&I%MCq!VlgZ;0!pc6Zc{33t>4sqrXNB+t6oMMZ*|k
zK^B)I`XkqC;`^z1TEC#Q4QM(k5*5h`T8KO=redC!>lnh7#qZY;ogWvEyN&@R&s3}x
zuA${6HwL|;uN*q_$OHkBBMl$fXk(!5WwPh+Qfl~*;3vZHvP^Ta+eMKm=oAXLp|Op0
za$v#b555K=`#^vS^1IA`Rf1bdP^Dr+jOpH*#cx}zYF^{0uKE>2&-Bg|^Mgz9aOeZg
zj%!CK{J|yP#zVPb>-4=wgRnI{;P<r|z(RbOxT>Ho9d5UNyaU!Y@MIMlkUZhx6;ZBF
zHEnxZua=gF0CxK#8H5Ay;I+NJ6?9CI^mZt5Pn50(4B1{q56V?L5P)1U-OYxjV55rU
z0f?L1D9H>{Y8mLF;f|}jBB!3#uB~6^(s69B&Gdlr6|zysP=t)d2l+EjI`qAbNxBYg
z)A=I1du(YkcOO^<7({Fv@ig7sT0LE;Ra*LGf_`B&C3NnZm~9g+_}#jUr_<}pRCL5k
z-2+CQVM=nBn-J0_<CkPdjgUnnxR2xAD^<2Pr2K>3dWb*`Pu$2DTELvGtA8?G)SY(0
zmk<8GjZJI65Ei=InyydD0OG@Yt{($^cymDB%S(&hp}!-H-ds?bab@FxaG%gMe_e!h
z^}AbJxi1%y1GWWojc$vTO@B`78^d1krcXcTv5EB%<4;RpCmW`{emPZWHG3<^&INR>
z1f0!6A88e#7?C8qW@k&(-ckMxjk|_cZ)5(nw6N*Am1z!uL!Yv<w$Pun=px=Lb1M-}
z3f}9s4A7>$hisA{UbEQTkA2#KVdHNWlNRg$P*O5b1>YunT#wi|b<I;^j@oboS9|iB
zr^o>}zJ^R!?c<R<cKiQ8jS-h#sDpD=Tl8)hDy6+S4p|k#&q};Ebj|zz!Si~6P+J&O
z53F`FF%CA8cHIXoTl+MdLR{yRU1EB%q^ahGeve)Uw@uP1dpZTH<4v8TIt#^$KFPvb
zaJWXKs4d9TkOh6j0z<NrL8Z!y_fgQrjQEtzIn6k~%sZuw-;=~Jd;qt0mg;Jk`B*<7
zdke@yC+y??i$Q5T%jL_yNsRi!2a&blu^PDkC#yP*IIQR>CBPde34F|hP<B7Lbt*pX
zcjscElCr9QjD)LR$YSX=Rfo@+H!jNls3q)I>_^6o&z;2{8T+#yUCiv@F}Rn2TzSoi
z-0b88limgiwU>fvzw}cW2{xK35{ANuX~tW0>vtzc=oXB|I^Z#i_>A*2tEf<~ZzJ2c
z6ab<{=N<B=p%8-6Ek~==#1lMw-?wd+j-s@a0>C$IA;%#b!S23Q)tX)psn7Zy8x(mp
zdvs<YK{m@K&qJc@!YZ&Wt|PULZX2;qs<p>^IVasI)=1YHCz+?1BQ>=dUL2Y4D+lX?
z+Sf_Z0+5u%XI+ZH-N<jZLi*A)Zym!}xlVWhYRZ&!4S~BJ_$viQYA3JJldYYH4AkD$
zj;8*%6-+Ij{|6H2SlPM`H-Gu%-fP+9xcdG<5=~U!6Z~2EV%`g{)ZX%YC9O9KQvzsc
zuT7U&J~Hghj~_VI=yLXURDOPD)Q_V3U8=5tUPR9Q-3lU7MpUt<H~ePrFFi$gFeW)3
z@agfTnSUzv6BGTFUZS_wdfxI$rPK^g?I-5_OatV0TJ<&BMfZ?`ikbwngM^f8gQ9h+
z^&(ddX}w2XdX=m3W+ZkgS^BwMClm_ZGK>v}_657IX1*9nb6q&3cOPTMSYK>Yk|CUA
zVoulQ@5VZ*HL4m#InwQKe*iYDT;CYOC5Pb}&e{6&%mO`mUdi=z?Y6E~KuyM65V%I%
z1-QbN*H=7xYEYkEOff+4@J_>$e$lY@(&5yR-F+({#>HyBrO}ZPLVBl)-ymKfxBMOQ
z-F?1)mczrxTr$`9%qP06M)djp0QN5T{HgsQg-74BQa0Kka?{-`CD8s-_R98LAs$<I
zZGrnF%Sk1Ry0eepixC!h*7cngtiu-oI?gW|#X|-c%jKGGeIdN8m$nSBgzo<_`O!uS
zFyqf?bGAFd4#X{Nj=LYKqBzs$5!VQ{OSgvtG=9AL3TFAV21I6&<X1`HFB9N9@A~Q{
zZx@3TL?s3I_(Q*CbkKWOtxgks?Oxke#1LhWMkdXD-hrVXVRk3-fU9{=rzN>Ck^3P)
zN<%o_F~~X2)WeF;NN}6q>p|s4-s>DG3FcIFx<p3Ksd|Mvb8VE+Y%}80xdwM@WOkkP
z4F$izsFsrOkrD#Ygt9N@z(9m;^$xZQ1fS-4W}*|OEPr&Eg&=k!$4}QLePC%TKzdSp
zkBnJyUVH2W_eV0cL(Yp8*r$~A|5*WGH6|24Rd@UHAs5s(!hQ4~h(!%+8A0`YKS>yO
zQQ$3)<F(h0>tU0wgUoh3-nHRjit$}?+QKsRUEShl3dY5lr?NIYZk8Lj*7iPT5pN)6
zy$9Xzjl7Ow1A9nfF?kbd5w6g2dF;ObLR%P?@=bv6@eIJCwIun|I<y%WNy^z|uY@pr
zFFtvU>4HAWRP8Ur6WTh34vCC?=WJ^-I$%!T^7WKq15=y*n&F)ui&2F}yk!q3j#r4N
zH=`5;&TkdBP}E#WNz+&*zM#%R#9NnBgcFMV7ZVc)Dm$i8AM0Dn^KA5u3trh1KThtD
zZ{wTBw|!?KY5~LD=K2sVM%#@{xfwrmCc4#9P9?o)AF9Y~koWq+@VKKE>eYmodKmfu
z)+RJF3uUI+F&J`<-|;;?OMx=SGu?}vT-iO<OG7b=q1Q?=yF@@sk(SfqlNC<*rZS*@
ziq|F6WSk9zxADtDr4xC17?G$7&*R%YO7`ED_0HHFH)CNCVlnmoHlX>fH2bE1ApU0k
zZtg??J0ycOQYZxwF9B{~3-^5V_tHn&zXo1Am?o=em_fE$<!Jrk{CpD+niE}COFwv4
zKcwfu<Fobn8DZaLqfWSSRX@5^+U^1^Wzt$*+Gl+AU}0y;Q(%`!-b+&^H<{^RKHzIk
zIme~62Hgv?koN@KCWa|l8HE*py(@;X^m7^=KLs?0(^`4jjMfWYXQe*jS7b^AG)62C
zMF~`&al_J3-~Si(i3E=R$P*KnQs?nCq^muD=;H$6>y&IYl-1G@n9e@$m)hj_O7CtR
z!vn!HJY!G~iYDsVLe~8HFpm6NRgF$zbOaNdr@A!ccW?Gm4hCpx)@TK0f0fz~`PbH!
zb#%+5*|{hSnJLhv76-1Rg9jRs?GJypS_Pl}zE-!Cu5oa2-~#~IwuL~VXH^yK3K7MK
zmTm`fbM}yZ-OjJ=AP!?{D6?@7aBV-187%ypAovfIT2LsZaH{hO5MzTW;!Z*p9XiA0
zq$+OTsE}4oFos(xB;V<hG5@I*A-Q>c9hVF{_L(X1*U0@6ZY|P3YUA$%?h1QcJN1+7
z|9G7Xdo4uDiW*K$qKuzuc|F~XA7s?93D^`B@x6bdeO_AMH4b^pF}2d)YrUVQ^p^-(
z1)I5F%_WyTyS4*NH@&f3%ER0y?50chpP+X48$iLhPvA~k+?nZfI$NtSz@O6^U^$`L
zzl;bfl<B-_p*HX$y!v;ft2xvAp=-OCYKucjn-srzxKiTArHuvWV(MPznv){Eg5H?j
zU{s?%4wzL85bMo*)udOcPRyjikpwm%y<~mnS(e6XV>Wxk@h)0)V;e7F#}VTvU#YFE
z+36RZhN%+_hHnpmYm7qBX#TX~x@JU`x%)jU+~Up%@_SAQ^#|&&gvVi4u%>(fr;dRR
zk&ag?plu%S9`idCs1@D5dM8q2Kmh^~wLCQJ;qNk|#9wlQKx)B+jeKgsy~R%Yk2Ru{
zEsB9^l2}mOyqTO(YvCuTrG5HiVut_>6}KZS=Q{I25~r|=NE;nHb?R&JqX|*%9$8({
zW>SE5Jetz;`|Is2>*8rbY7>`wHWN`@%PA@tozlJr1Hx~KWslOnTx@vf_pH4#&UU$n
z2d^M4s@JbKQ)dGg1*hNJyJqQ=nlr5s+S*-5Z<n3%6SIK}@)ai<)-@G|maS6=6vE#?
zY+3$%VH%k{@OAKibVTxw#o!&MOFz&s&i;dpxZdz_xXDy(veKHO=eOCvT><yclT+8C
zIl@JsEe8lkGJuo~OtN%%;p^Xb9QLsQnLBGF<};(>qmAR%aVmgMA4EFknTXfq8Pq?7
zA3X3hanS0fjZIMOR`~vU$nU0}cK2hM%M<LJtI~H>1E>j?;|DxDppY58He3|=Dei`n
zS_m*oB@*&%^3E*R><3G{yT9-`s|x5?fMSy~hJpR&s;f$Q-Ru5Bt*w`ov|YxudI7a2
zATvq*9Vi}CcexbME;*d%;md)7g1}NF8?7Md<DGJ&lNpG}@d2a}@Yg}BF(=>_Q-0pw
z;mZN+%_e22)xZ?@Z;?Z8W!W!aO5N=n3LoaoEdh%?!Lok{+5pp5NRNG>=L7mWACEyN
z4%il7TPm@+q_A><7<HzH>ug8=Z@}Q~x^66y!fDBq3kf&b`jB8`bjlB>a@F`Ar!r20
zA0FJ{oPze0`4Md((_Y!}$=l1k&C4`MVwsUuV3y(|#U5%p$q^O(#Pp_Y;4$5<1<f(i
zjmyPvewVP-h_>_5Er?w#2i^InG{7M5k%A0da3%u->>D1*{XP)9Ty$SS<FX*960dLy
z0VG9e9D}9b#lqUKlL3zBusLf06JoL~q_$!7{r}6GME0G;-zsLui(3l6ZBHpJ@=-!m
z-l<j~^Yhi59H{rm8!`X=ikZsT5H`I-HUxCsQqYND&72oVC!F<id1Hlx*Z9kMt{*pY
z*?IShRpsli>V$M<hL`9uucZ4mGm?Cu(D4&lee1@PS57c6_jpaaWC;ZXaWk3KV=mra
z1YF1X7O}ZysHH4B0kAaTh;T&4<-NY$<`f>O`*;u|EWorQD7>xh=Hu$Fuj1FzntCz?
zrp&MSC`etlg~$}nTUkLDYWxDauz3+`BXpgYlpAVD;0&%V)eLFZjXY3<t;ssi%C8j_
z<bglj>2OYfkMP-8AGUPu?Y@#<lt0GOlYL9eG^`%DcAOQyO=o#;m+4jw8eND|%qbWx
zU{aAphYN3n-(K|~E{1(Eh?5pw3bF;w<Sg$0IdXN~|91QxmFQ}zsq`j~GOroQWf=Vf
z#`}-a_I~Yh7NyB<=w~z1<gW>8KQia|<vI$FyJGgQUnB#R5D+2V+W8IBepl09^XY@<
zDeu!Q$AJJV4MC2DY2<q6NA{)Id=vJsGWE%I*Yo(HAI>|woBMSwITQ7YkQa*QT>N`5
z?K;w7ur|F;C6!>5&3&unH)H2<9n2@JI7EP3c~Hzw+&xiMwey)HinY`L=g13@T&L>A
z0H-nf&M1A=aCiAp<vN1lPe&&%L(+riXLTVl->C+{xmv2&A-z+%0bn7p0fDgt@kR-#
zggSBeqvl5fD%KZ^@&<vI1(~^z^<Cyp!^2Drr@Z0)Q8Ot8dm%@EvT?%2y*@(iEB4ax
z4|(z%N-Y*jSTn;JmE{ZXYynq~D3G5ku|4K^@dOi)#O@ye9t8f{*&};rOsCFulJxk7
zGg{~L<@Xl_D@eIaRh8@m$I`z`ax82wA2eKFN2B0Q(K)s@&hE>BYlBp;O{-H+FvL+n
zt@YSeit}3ir`7b|0lgWF-kD0$pJLDWV+Lb4lLYLAOx;(GL*z=7|ACOw6T?b9jn(d}
z7dg$em1+cvLa_jT?H4!Jyr}7LJD0s;A0_!x&#YfLh8gHOWb>PW9%;6m@|~o>Z7bQa
zjv<R(+k)TUvNL_R_G;HCJ?0f>-^~H6ul+;x9%mD4L{0f80dt#g?c!*!!{)Y6vTu{P
zpSP*<PrDSBEreW@R(QTK8^FJkAV&c2l~_#s5?yt+E|=)eMC{UboE`kb@+m!Q^IZQg
zsgk!3dgzp?hk>YOixdUnW+;`AA`U|2bbolI0mFxRD)GmeEp~Q`zGs1g5Vvn#8+5(6
zQB7_kI8#3Nt(5K8P*%AJMTX`>=Ib0zvXCi14h)6fhAsrBoZwYFV|t_%d(h4^9xs2`
zRBnmmNd#qlL!+1bx?+u;7VA<kkt_DdRZhU}*AXyYyY4DHoV*`+7|d&Idb0_A6b%vx
z=Zn)1J6+W`mA@Zg_Y&nL7ZeA2QUECVgE7vAa(OlZ4iDLZi*ETw7niT3V!5$E+UpMO
zq{GSF9BKX>aJn<UCm)!+;sf2@IR3)uyOorWOa9X(`Bi@Srry9!IM4P}mhJe(cWWE-
z-t&cZ&9!r9uBltQFD&k@a9tcf3p3wcZnN!c;F*)MF`bbYkXf%ymOFD*Q%;B7S5pTE
z+fMovyQR^I0577UnZE8^AvY6%*?#joJ9m@1vx^%JpuPN&q)9Q{%`}hLt@4oxqSKGX
z%<E`zQ0@;w1HIO~P`-w(-S6)e0`)V)T5|U;;Q9yNR=o37JNgi?x#1QAHDkl6>b=-x
zR&;=O8_O^_j+mC4_PdzcQKgkDb(`k_bfQ>#z~<ZatoSy=5b6;^Z8jnD(Nar*RY+A`
zZk8$lmIGew$4hp<nv`CbbvWl2c|-=M7H|%=EHujyR8_kP_aw)<Kp_vTR4nAQDjD(X
zLAD03otcBapU1Zz)7T-n>T7I+OQ&f-GMZ~_EMoSBWSP!goTn_0iH?Tef<Z7z5Qcgj
z&TfaL<mWj^2ghg6NI&lY07NWk8<c<Kj3U{Y=(fFCOLxVojj}fP-6`34|FqO`jeB2j
zloQ@MR%xzP>M^Ep{7Exd^RV&SRC`m+ejVWa2!~IhK^C^=LXjtXXuAfHfgc^n%(@)^
zOARq0z?7yC$WXQ!`RpQK;MFFl#8+%fnIEvpCQj$8DZO<v?dks7ssL6%Po<!ba4;ju
z1}(rS#`vB4r_@4`3&2D?&Dlk5M#8@Tqixpg16W3l2<_OEusCc$fgEOV#8ddh7loAG
z-MghzNs1b**?BS%68ytk2t8`;0{~gvjV=^hn_S#x;DK+LO8LnOX;xFm$(+eR$Yl?&
zPHeI2mGqu$$OxXsT9jE7UBBntCE6QZsxzaC)*xMvZbiclqJPajb*bpCsH4&?I2V+{
zhMLQRgU_vycQ{-7H5=B>Wie+5`f_3N0h;e8B0J1Fw8;p{`{}a2(6p0QrB0-Pquroj
z>90b+mJB?LjdncNuVG|^eM#MPWhJWZGslQM-N^Pb3wvNwy4W?3{n2dwgLi?0J&n5L
z+E*PxuZfFLG6bTYS%c4&vX%10Pk2PAQ}14Uzx=?O2V<qz!$(19q}R^hDLxsEk8+F|
z#XA$CaIvZMNy2m}r1pRMot_)I`ch3dV5eWZzlL{zhz)=@i$%YeF<!p_ZsD!!6g+s!
zN+;ocdiz(>ospMpXh3;U$rSGy!DWJf%ge6l(U;?)FBhe@HwgQU`zHB~sta8q>)Hk)
zEXDjdktxQJ3{+u&e#+87N$AV+)@lF-q08<RJt#lrIoufuIFLMKso7Y-f<<}D=HR#u
z9X<DMy`~jx;%B0$eVq9-%|%0<$KLnP(uj|w_){=oFhWU6zC=Ol_>faaT0qKOahusr
z2xQrC%2R4)v){__)v@x|o@Cq1L4=d5Z`shbg*ocNuI`1!y}C7e$>q^5_K0`(8?Oxy
z$E0v-N7xhwHdmYiaxSF_2A>qmGW2&X5AOg}HsXNU5qHy9Wtrj(*gAH6tF8R}%gZwg
z-)91VwU9kF>`dd;hF<q3*H&DA{bGZqqDM-Bi*V#&KcR)`zrtgR><3RX^2-~pZgLuZ
zOhW!-r9wCXEpDh4pP_-f8@o1?=0ZTty~Z`!$hSk)k?fNs&6k})K*XM*xG0P**P{Q2
zEGnk|X#D20=Ze`P1UYRD{&<WwB`b~)nQ@ybwM$eV_3u(U(c@73_qHEwt-h>hXJ{v6
zo~tIhFmNxq%h66)dF}Tl55b#Oa>{dN3iw+Cv?r@yrymHroT7GKso{=DPDK|>GGN;<
z^s+`~R+AgC9Op9@9qDcx>N+kzGc@kU1vG4Zm#EeCl+(5TU#|^nAD6c45dfXz1h0dT
zh_oxHV#(jp->M)eKILz0DbC$heIGGOv5?qpYv%Z<?>McNyj<nbGU#hSe3?xSqwjD5
z$k}IBWaDVI&Q^}q2?qnwiD*uM>C(MA5PMy73ACPE4=?K%9VBO@i<!lfdIjZ{Wf2VP
zqK1G^TxZ-qe-m!y@dQq&&>p}cQ<wqIH_M`W&OTE_O#>U**YYP6r~IJ`ANjK4*VV(H
zh$;9by!G}d;!CJE`h@}#iRuSjaB@wTw7&oN+~~J$9Ds2sz`4Iju3g)UF&Wr#GV$=w
zd8MG<VY1NCme!o0ac@TY4MW#31RBjr&3*2TGL4^6;Y%t0unu0$>Ik0-&REcl{jm-V
z4<`fN(OHr6F`J=&<Ek{oKGAl)uK2^1va1(|PEVP4Uu&_HG-y1EGT(1lXol5OE^*7m
z#=ILI{8yy2avp0w1^u>@V9v9#q*`G4Nu6FCvsbg0X>-GI5=e?3EqJ-Ef2b_UV+c})
z1$fUBcN3cRXSLHU3_%8zQ^2hLimE2hFHae>eR)esrIg6f31o||LuD0gzLcZxy*>Ai
ze)k{fEiD)bIw@vilYaMZF)w$AmGRzz*|B^(Vs?-U6Tv!-08fCrV*l)gkIMJuDMoxv
z^!pQfZOfX&BiF<x=YR@hxdnk(&gs`}=))2L8w7ow{ek|l2?a}h#$qb^_-^oF^bWKs
zfc>Q|3EImkr}fWB`Zwu<W{Pk1NBx=LyE$25l*^3SS;EiPRTw{HQ<00y|3JF<$Kwgs
z=d}VnAj=1`w`Im4o7?W!6QW)w?%tNj^}6kC#jgVBSS3a1FIb?EIaRw`Kf>nM2f19e
z<_+I*8!HlSle_`A8hrY^gA~0$Sm%J1x8@U_+TTOk=7HQk($(R2p_wuRYbDQPrW4G`
zUBcmpqRm<sHYzQZ^sB{g?{?_6c_RiDE{#Sx%_g|T57~j|(<_bbt?PK}$A)t@APl&M
z7#Jr|{*C@ni@!H7QP)Hns-T#NV(HEIhZ~;EeptAo=D+WrtA@ktU=7@iGRLfUR<<4Y
zc3jSf`n?Ie2<v8n%G5zmJXd_;>Db_OxcQAMXQ*{+j=6mDo`I5qZbfl68WSausiBfv
z7nccGu76a70U<B|mwo1OT0vmWc+9vv<;K`gq<^2H_y2WtE&fb@|9>J=i7sS5=Juf!
zA$%|yQr{*iN-kyQHYJyBE+N;Ui_)4~QkqK%<+gI0`$!+xSgwoBrDle?WG*w8eSYtL
ze}Fwa9_PHzd7bC=%BAdcH#)al9;^wR>2ap3uDv5A+J#}C)4`$|VUg?DV5zB~G|RaZ
zL{Pflk_~kxH`i%tXFMHqX|zCgH-bDDKKZf9a4p>ceE6Zg(Sq`s>m;eya{`v~c!!4a
zlgWrXh`__2e#|$85P}$LBv0GF3UvHS03Vmz7Nf!@YB~HKY7&4~ihwIp2pL#8Q7}DL
zdfn68lGbNLI%ami10M3j*plSM&HVEFGGcc8R<moIW4qi350N=q06OJj==I1|YaD*n
zx6FyOJkZO1XHwkG&A_AN*!bMHw10YA|3*xibWd-^r!qm)_XHtxN#uL)Occ*2LU8rs
z=lUX`sR?B%!GX233vPp%`o7#jx8+|^v-}2Je&ujAyIY%!=WgK>k@~%5+b*ARnnujX
zTClPv`+;te7=fq2OwU!P)e#=H_cl>vP6MF69jud+{+(4@cKl@D)vje~j2VYNwlv~*
z)p+zOporSVj7=n7l}-}7`()!##d7OdT^Ca}4kD^>IXO?h?^3zXH%Zzj4-8N#ct`@I
zdn4sc?Ns{EmXobsB+#%0M0rw+w8?jCnLdBS0Tf<r$?acSNUrSd_@RX{hf{Z)#`d+g
zM<{%{Z)Rd9{c3bx!|u(uXL*A6jwbdn*tEBi)x?I<>vGLke!knuSEDdk6uhi(gq{(i
zg)EnSzn-?bGdU^X&qiX_w>lcFX2iuRY9yd~A}ez#2J_Np2Cn1PKhq$uWg!*igOC=c
zxhv5i2Q6AOxuo^{Mv(6$%EBtf(76I>l#arNu5$l~J9B?>ef(}D>$N&wd%wq6G8E)J
zEk%?Ihn_L%{6}CYftAU)pn0-$`Zrata~9nFpzutLomPQKZNY7Z-J2NQcYX}Y^6|1%
z(%Tqdp#2?FMKKA{+h3HsQE}#eA6RiWzI%1u(6CTD@H_v!B?QuE(%K%Bf>f##Wz=V1
z)oxB+s-eabxz6PuZ?Z_hH`qL3^E-gvV-UTh9FlUr_F5EQ4E+-LTEbV*PqHQu+XdFn
zu&=LseAGb3aEe$|YHFG(ly1<#rRG~l++Ebk4ny*yjQxQ_ArZ3!pn><~H+n~pho?NU
zF;PK_O^JLz6d5_q`B02|wY8*R3-0PP=`bhdG!MJ>S&xPf_5o^|Ib=D-21Q_o(zoa<
zj8&bkNGi<hQV&{FE)2+5Flqf6LXj68x>I@V=S!p0Ehm50<Q&5EK~{DehC^1}kmSv9
zpPK9=JL#3D*8rM!Kv?QmUf5w;se)cbNB}`3YVh<yvKok^rlz;l98eMS>t8D<Y0Kwh
zyOkN(P-%X^c8i>yO%5+C=JP20$7G;8h$`x*7<}JNe;^`JbOw|YtN>B*Nim?UDBmFI
z)*u*{HB){tzGLO(J8pE8p9!JMy4Jh6=;}7@)FHzs{kbK&I)7l+w<9*co_Ie|)6zew
z2BCFdVgl(mpP^weXh0@N%V?%W^4<B69m^QK92hvqsyXN$`p(W9yqWnTCVv7>Z{Cjb
z9S4X500_4*%g3es^LngEWMhd2lAR6}Eh^N!i}~_}{3GXPj>W^Nb;bJ}Xll;pnwP*?
zf838+a%-_*+o0z~#sakr5W>%8jTjFw^s|M|3MisT`#O{ay2Olt3&qkMM2`KYRh`oO
z)<R<46~r%zD*v0b)?!*rdR{V{-Ru-b?ZWt|FAtBdbe+QN;{F3kZz^6SR?fhP9%`pW
zgmZ5DRO3w`9iHtDJQFxG;MQf9e{>1OOu-i<l@~JjLkqvJ{KH7lghkOLU!(kKovDlV
zX(k@PV^=@VYMnMd{PE5hB={1{1hiyf4C%QyD-#%$+K%+QalSR*+)ZjJQB)JwVKH%o
z*r9^fly<MVJV!;YS7$GlRab@!eZv~x^)^KUl3fe>)}5E1-xUt0!9Up7I+_MXd5|#E
zDPZU#RC2$ZLqukerd&A4`|+4FyWJq}5}d%2hbnn83b{LF^!%_`TT{b3lZMri?m(#(
z^(TLsZi|@j%2%~hC!^|=H3=c{Lm><DAueYh`u`J)_VEX`&Fr`RrI6Fprep_7pV!*=
zC5OTQa09d5qjaRpSi{FK1a?E%K;?1@dqiT-m6IRSEJ*}(?&_TVH`{@*x8tPxxIZq^
z*0qHgEn2p@BaRytLEbb*5v!IAJf(Ub#ng!rb6$7y|9RsWNUlSMK``4?vIg%1b_0i<
za9M1kmbK;GF7%b^U9bdXnsspd7`8mV9tP%qkB!)wcaI1Kc<siH>9|J%E8E^a{9#+r
zQp;Y}jfR6QtsNRU2LC#bSzGN)X4-vejeX~#^GoKebY?h=M#hb#dpMdtbz&VL<`Fo8
z*n1glz<OV_9>_b5F+DJK;z0DKD;8J?@^6-+!RC<v^EQ~&xdV@<f`&*d3@T*KA!`8D
z1b<1N14f#}zuQZLqerjFXiX#PRP}?Yab94>3sA|K3I+_}Det&Hx^XJ?`}W3e@W}>>
z?v7!#9hNUZy(gfQa_Q@Wbsk;GWdW=phqY5kNZ{s}5(wyz?m?uC+B;%<Ey6SGnLj1E
zIG<=UQ9&13F@R(6L0AnJQ|3Qk)x`PH{HH^O9XxoIub_Do1U!;Hwd+SpO$EciVv_sw
zXT)!Z9VaeS2wkT+>Al*g-vG*+1^^(zR3SB^-*+<}U@#v$``9<)YULH9R=JLR-JV)K
zPEKU9?TgFKgZR0%^~hM4tl;v0XP3;q-mAK=6CS+n6#K0Yw*4^=Q@H=W^cf|LMf)bh
zQX4D+ua;b$o#c!Fk$ko<{i)I8|NMUh#Ey~L&=vo>rw~wP>o&tdG<PEbD@r77coN?O
zLZ()BQ2Zi|<1$!0RW(P)L}KQOP~*dE$!G=Uoaf5XHlttcPd`MSw0Yzd!Dt#eiOEY-
zt5nk?)?*Ty9R#DZ+eg3e`oHypdcUhjc8`Q18CBSqPu&<5=47R!x3@N5X=1|eFk0>3
zb0B+zh*Eoqufcbri{;10ex0M98oL>Ro(TwgKoBKyz(m2~;C<)*%ci<!RY^NaInSGf
zI@TVn{+uks$MeV#^xmOA^={avPu8u|X=i`?XAO?a=X*&IGFU3m#Q^U$&bRCFL_4Tn
z8IyVAMWi2PuD7QM7mC6yBk#TLU0C4nSd>#!2eMK5Upl`UYw<|lQv_+-XM{b@ch_d(
z6KPCkw#VfZ{Wb#NjN;oVR>pJPVj}(YUg*BN8eL|%sXh(_p@(lq6f3Q|(|vH<o^Nlq
zFMRXhs-Cv}$v%`H_RCfe$exrAU=@kT*$}#Tc_|#W6DZ-r5wO|^P4gzMynXNsQZ?Oi
zo*l|5y^SSqT;3_AkJgs^FYd-3z@uyq&woqWb2Rz1?tCB&#!5S5a=MN5s~B~wtkKU2
z;mMb+1iB>jI^iswy2sQiVZ^P^W}<0BFiOFb(q3*A_4eNBH)4kY6!O7M9qPww*{_+<
zrSY^&5<esnuuhHK^=M9sYHO=u?-=(yWNYf|l7*3#s6u?-edZ<X8ENy37xqpzMMd6}
zu?bFEMWo>pO=IzNI`FcgMMVfEi_YF|Ky2Sgkm{{7(Kv3)+%><^cbNd)8GTmvRN?*$
zalsqh3ZU!4%!1U2EJd09{SMb-m+g9-%Qs?IuQp+NH{QQr<^S1;Wtnr{rGBW3dmFH*
zXX(5%=F<e@eo^ryBx%_za7lOQWOASKnUhp=kv_RR=*OOo@$~tKr%sJ7NwXu(S<%bn
zcYf}Ey%(u%TLK`)52f9J`}n_#h@^sH<b$g0<~Z~WWIwoeT{K6B<zRZjCoNy03tjc0
z<D59CFEHpKY$~XvL__0v4K=KW`YvN|_HE6a-SAQ=@PExuM!9#V&RYM1y@acvSZVz*
zuYaxJtAk$C8*Y)o@EW|#6@yHeq&{)9)4l#ZS~c;TF<R+|p(YNo<@+D#eVOSPeNd1-
z?n?bwXWE4S<0YQ&K$f5ot=)w~eP5X|2$@CTwmR9ekWcWcT`7}?i2r@Qtm;fBG&Q>x
z&WdkQ$HDsagV~{q1(cq$%qent?|fOW7WXeH%|919fPDL6REKorzD-gByjQ9-;c{>#
zgEnua2+?v&LtS;#;0s3|G~n!ET~jGwZJNb>;xLACtbX)vlP<;oIPhdDT-aDFk_7+^
z-(5dq;)RsX&hX&3mH|o<y1Z#9NZJ<ECNk$blX>qu^GIShsuq*;@B_PEx`RMc+9$hc
zU;d7PCr8cJ<MP)d%~r`5#{dlu5Hnte9?-p4S&W1h=WT!!_Sv7YGZFKave=JLT-LaQ
z2t8b>t7;|24vcvmA<sq}469H5@IHrv8lm*_#|_C}7W3KGuiN2dpezHp;3c`zkN5|w
zlj4fQ76EkGERqFyG|&DAipp7!cJwV|6raW37DU%TW<fMa>vqwg2Ka6HEi>1&n&o9o
z6I=icU(ycGoPFKPs8<2ZxN}<fpVT6kj-&tU`8z|h^egZ?Y$x+K4k2A?Dl1ucs(<M&
z%8Li4E?wi8T5jhNV_Lbi@eMVcKUr%HuY-L#=WAA0`0SUz;T>Qdj|<&T0Aur$jDmEq
zWNqKf)ZyBk*L@P2lc!)~_Z2QFDx9a-PIyZGa18hl1Vl8hcY=j`B9*LU-W87;<2Q|x
z-6%F;>p>H)ea`Z{F(-g<-KD+dto-QFF<wR$iOFo&ji=IV9kxSFWM_ZRmDIk<><J*D
z!SbH9QfIv-Svl4!A%v#1$jO-S<$~oIN{o69+Ygw~`~d=lO3qDfzfgFU8l{Tp&LxQu
zmf$>T*nzZ&E^uo6z&s@W{K>;hDq<a19`*gqu~db%N2pmC%K-|XUG1a&_r`iqX_e2J
z`Onh*w-$2Q!WhEdM`*jII5~(G|5A%6$>WzE%{`Upycx2LBP=j-_jilTrM%bm(jT{~
z8<W1C{^t6`h_Ht0&p>I1)&~VuU+uwj@g4Yi_D9_(rZ?D`@8XJrYi9QA5q92Fei8^Z
z;yNs&;IGmwz#?Z2hKF^{5w%X4Kii?yG?#BJRP|SlMMcRD{|9o~2~!LTQ-0`rQp4}_
zcolSOTUMUSONzgVXh?l!Jujt4w-~5nE>~1gIn;F?4qb53%G>Ye1Z4VR>g)8!Cg_$<
z6EGYaO>Ik%;rv~hc--Dl$L@-c_QE-h$<^}Ck+g6uEvCVE)7`n=m#SWoZD{zB>AThX
z{DtX^_f*BB76Ibsktm)Ohd_+@ux!4mn_B&uXs41Ap-~eR6rbMXLmg{(vGKu~EtK()
z$X{%y{;EcS=ZmZgA(@YFwJMw&8~C=8AW+Q+E;`T(4@8KZ{vircwX(I6Rm$@UPiNoW
zOCf_6z*-3r^8169%%l)kKN^}h><&Dq7fhB!H*~MK;+=g@P|K+9!=YwK>)~8})Dtg9
z+n>YD*Y5X#4C>(^6PhLC*{5Lz)9_>G7`I}%A}P{?iP1jsqz6pipzXYAlbkSJj)%*{
z_69I+X-1bJF#yiBZboSnsyjMd*YC{J?M-1IrYu>5N-Q=sx_V~g>`*HqX@R#l;E3Mt
zh@x;#C7!OZ!Z-ogv{37)Ef?(~+zM)}YaAJJIfPxETnIP*RS+Sww8w3BVc)#e01U>w
zZx-uTH#R)2q`Yz{^-D>KuBr(urPkx@+Ns<^i4GUGEpq}N))2joL{2)5&bA#IpcDZo
znrK*N$ecgQ&*bm%)T165x6UBWH=hk_`!MCrj#IuTt<}Hd(O?~M>ES8xgZ2w6xj=o%
z=(@UO!Nt*0E*BFZbe_SKKW&1(xIVsr-kom8-PxhJ*7De>$403Rzs~&7D4#OxIzS;V
z3YQ{G&F-H;Q#}I?HhL^!i?&ClxVamN1Ib<hjYlr>4>``WdF|Wpro*f;+DOG)aCd~l
z`10A*-kFmZ%@AzR6u=W$T0DV4v%Vw$&3?xdhScuepRe&^ZkL(e@n8}J>d@3&xt{Fa
zycj$x;L4I6b<JIG%WAs=?MpzCz>RLW)z9o6ErC||%XW*zG^;{$dl8msf(aSXKuNgB
zMEs0H{DvHEHIZkLprKPC?Y6=J;nujYu?#=w9}_x=M8JdFG>QQoQqek{v+Lg$to3R%
ztb3mb(N=0fX?Nd^brmIv-Y9K;qRN|KQTE&E$9=}4ZAz~@JJAa!5W{>nqp+tZcH*+#
z)iswUIl1A8d-#z_&Mr2Z9`bYhiMOf39fOk|d9pvj@?Ii8D~V=-rFu)oN=Kh`LcZ3)
zEAmWW`)>siAv(6Obr4as%ARg#r#0Er^S_rb$G^sYK{*3q6-qwwHR&-p-sx{ild9LI
zrL0tP?zg~m@^nJl&0em4Iq?tr<(@P9SZZt@A4>MPRViGq`>=71$i+@Hj<`8B)sHSO
zy{q&4Q#2l{TQ?Q?C?`+N3%y^~d|O9G2@GF(td)Dd14i~9f*(U_RmWcC^5O|T*a+nX
z&QJjDa&qyYQ<BR9)p=w&s~73Or#fzTaDV`f^lf2q^PrFZ8I~WrQr<-Px3p-vsZ!~4
zU<~pdhRZ6yn!SOZ{)9aP0|7L)xuC-}v?%eJEyJQG6u8XE4vU2^{YvuzQUjPVb|V2~
z;dsd-&+O0BYBDW<Y`;JzssxL~G3kx0c{|nmI7LSUtmFe0JDLzRr2=IQu|D)Upx$8V
z)afdE&%^@B<+8EUsFz!p|1Lh4#l;=JRX}vQ%eOjpr}KG52nn#Dz-BupM;dy_dlmEf
zNA|Y1;NCz)Ma9BI60Zd|b#_0K64Y?ZngW1Ra$+OueL1$o3aEM8;uaQ3)fY_1_+<J;
zQ@J-+8ccpReeRI`-t{v`-buw+MgK{=L2Bw3PHMv}kVfmdAlo#%H8*#nw2@Rbu@dE%
zvF+V#Wklz<)(BRs@?PHdvSl8*)KMgFVM}tV$`V!KO&G%DHG<<?K$Pq4msHZ3_n4R5
z+Ltr1lapcjQ4Ggr-JRFI!`t_P1W58`h=iTiVM4b99x?$l=@biUQI0b#9WxD-#QsnY
zk2@1s$0`hJgZjvuZTw4W5|VMPb9fVN+yrZ*3ixa8=akZZ7VP@!AvyVJG`JZyi!bvn
zd-eQ+D&tE^w_dGC_BejZ?ZI8zifo2L)VMCEFmrn(xsYM1SKkjL?@>G7efAJHxslvh
z41sz>(PSuxG3#&X$@{@NRh7Va+RYbJ$}1l*PikXpWXK-R?=K%8tmz34D_vS2Sj6ZQ
zF9H<eZyiU+pua!e5+#2tN&p08woHx&PE9P=ukx>@A8%zyfhD^OAjY|QsU7~*J=H)T
zH>CDG_va%o=KwcdR50{q2_UoFZlsa#WZ1y{t0~8>fIu+Nk^Az~E2Pz-5QkSU@0dQ3
z*GO%E=8SS4?S$n9Y=(pf*E9%Ez2^%v)+(N^WBh^3a}&QQm+DyvdU?9zE)8^YHauj_
zk@Hc(dOAeRqxOIHL8BLfx)k?qsC%<u;J5i%JWgyqK1t|ivxL%>uK`}Lqg(F1rsg&V
zvOYaJGEZ8^ilwA3O^3mKV2VNM`xzzDjTO4xZ$I<Wf;!9$9&f0xcieh*o#MXf!yDE?
zQP!NX<M=YF7KOfY<<sZl*Wz?3t5f`3m9$_Gq}9BGv}WoDOO16sGF5*l{Lx~E>u+12
zWtvO7@@u><hiup7HsMDb=GN<sP}V5|z?s%OnVHzve&Bm*19sqt`XMQVrMyX}%G6(F
zVs}535oIr6trR-tvC`OVJI~znxBHx;sl#<y6lR%F$+-esRxk<F&EhxrmfXMgE_QK$
zcD}lY51R&0kl-drFs-n%m@hR7d}96#qxE)|2GmE)r~KT(E~r=jQuV?}Ur&!iW)W|$
znKEFkJ?XO>A+*R^t31+qAC;GKKqsi>MvmU@FH3u{($_2*k?e%?;*+&?V6c3Pa+Hbk
zsU;DBXD(2(>2RB<vB8<PYezIKWc@Wv;qKyHVy5#W%Ll8{oCBg9hz_#c^)(GM=@V)2
z;*=}*`}(Z+J5ZoR0T{-8Y=*cRQx>%&?B1qp;rfh6bnPeU>$@@2NyNZoPO$yw>}}6Y
z-BYV&q^4XZlKwh(2;0N)(H;yGZdgL~7z8CLc3<ScjPEV&==y-tTxVb3UG6OZ0I)%}
z059Aai<MmZR8@drn{Fycfkg>>O1`5HbG|#2%7^f84M9)!h@0Tt8r6hSk)$Q($m1hD
zLWK%`mfPj6lEO6LKw~UVOj;ltJT3;l+TZZl)~+W}R0BSxJ6&qZTU<Pl=@i_RDT%O^
zi=er0-2tejT?6~<VY;JWRAbKnR#?;0FNbh<-N7yD&Jo_1GBp)R+YMW5lkVtz(rS-V
zwgC<PFOGNVbB)CLV(>v>*(-GVtOzvNvfV^A#6JpunZ}{&k2g7{pP$2V3!1kXTXh&2
zV@+ct5l66csI{V9tesf6Sj<l+Z8Za}6Qb>HaGmR)j4E<oL#6WbeMnQ6`Oeyn&C9JC
zcS_0Bt2P2Ya4r{-caFdoemS{@B$RYNX9N*nO>u%Z+Aqx|4eLD)c&QqBlEoBVCh@t;
zBLzbfc1^-4E&u${F#jQwC}5@ss`aW<9|b{f_RINwR&XH61h6u?;787><=93B2lyRX
zSUuAVk!N;CEq1u=gNdci4W_z`Ti>lOiMWTdc&%-?Mn6A}FHh#g#Guv&W~^Q*qu&Ok
zXP5%jY_HROcf|XO(q#AnrxVdSLGln7CLgTM`T#u);qF*0g03Dfvf8TtMx~(?qUyAK
z{Izts`1yJM@J1uT+j0M+FmGAa7LamgSjeEN2?rXgIr?Fd%@g0B5R`NFBu$%-PXzx6
zd0u@zdeM9_RvXW=X5>55g8|JvnY$htmf3d)*7kt+yrdPJU}dZDNhvP;ii6}a!&Whs
zfanh2_F;Q{E5*t|!V$eMsc8eq*v#o=Ztpyq8Ae^_ZXLlM!I)k+C7e}1^c9U$++c}9
zgIXoeYZ+*fNEu$2AG9)3n16s8^@AOd-jkHVEZ}PoEx<bs3Mj<^+Wo*`I&S^Kr0>?P
z4lKy)fO0^BYm_Xmy$C!Lp!tLsT-!O7-qI&6(r}pfaklJ<ef{A776qutTmIOrg}T2k
zo8ikc1+mhdmFU0Z!?hIOv^b4L?9}yrDeDw!(5h;F|3t8Tm<_Jc9pUP-Y9Ct_&$8g&
zt4ChAH{dcS3!ha`t}12?zG%4hXK6F(`HZrRN(IFveQ2I(P+9>+iG<GZ%*}+g+sO<p
zpAg-v{!%EXa%P<5u`|ky427aojwvpOldtYfx*Gx2H}E7E?X$@LKp4t2mFM&0aDI4K
zK*FeoNGG%g))xp;;RSuyh1kY=T|l!_Uh7+5t8489Z^l`i;tYLmeIMGiv2%8}CkCfp
zQ~l_+e{}OU9`z4)%&+=%JDu@Kl@)&cDRw8t7`;8w_I=1nv-|wvO5E>HqNHufC~v6p
z2l+>#?~wSm2rb|I#qTBaZvb@#W{X-EY4I>$a@4_-@km1+>O*9GWF2=VS{gQ<XmBy$
zrPqQkLn#oJXiiWoq*FUbE8!iXU|BbFeYk||d~Yi|<&Qjab+)hQT9#9Mn)qQkn7&pt
zGY9;MOS`_@uD9OqE%G$uOWJurK21XBb)L@NRDu3JHSm1W!ibuH-Jt9?j`cT@i^pzP
z|0zyI(GAEy@AQ4u2vSSQH?3otey$^-O;n_6OSiiuFpWk-_WFSmAYKG*&@66|M=v?n
ze7tgw5zDo+v&+oYa(DX=#NG|3goo+>gP%aWI+zmp_Epd$F=AfYd7l0OQQm`|pLbav
zHm7cOU4t=*!IOHNx3KlK6ZN;9v-pvwLZi8c(XjAM0vaqst`|}bi~Jeh)(2}}L*7Cc
zRh@l1VeNrU$pDgXx=uN;?|eyJ;5mS|^r4$@OgMSEjFg~_KI9~FcR9+JY&D2`O{u8K
zwkQ(p{<7MmC3muH^~gDi;6~{tg4DBI+RTj`HK=gV^uh!qz0jIw%Y?>va+JS{>y(!v
z-Ko7?x?^m;ad^ztm~23cZ^vC(a;-E+p2EKp-}`Fn-fhVr=J~$x^&2_*2c1&JmNYve
zjck9JFjD(OKm-p-mQ>SI+CN!oZn?2p(K%V}R|B4F-(_r#a0kh2<<CO=j#@owI}>Y;
zddL^c$y=Wzk<$BavJ~llrBSh12c5GdS)htko!It?27kCavu&}dT+rB9^VbV<C=lO9
z4Gtw$5n|m&fdr)`QHzr-;HrpjGkfIxv+l|nW>}oQz73k7WIMb7TO|4ojx6Kn`Ma^+
zfKZfLh;-Ec9PY7`cT~Z9O03<0kc?o#IFh~_!SZr^yXVE{+M{-QNYIr}Kn|ipyo%%j
zNAK!Ie#E5PL?qS}h5r+V{Ca3^!J?9`T_tOu<WR#r*bRu|_Dt<GCze~6`&=JkS35s8
zs6G14`y>Pc3l+`V59<J>##arp8!0%U60o#Dj<r9susie!eQRy!$U5%Z@b-C>9#I8p
zaWXkJd{5q9rk(p6`96J7Nt{9*tlH+8uYM`KmsyFqrXVJoGmT!3%4w%u%Sy_$(>CYK
zr!%6ei|dlB-0ADXv8aKw9iGq=p|{baaqXARBY{e;7L|~cUAc7E>BvgczaOeLJ6`l0
zB#Ivhwn!xYu=pBc-uuNrGsfb5)x=^!bv@E@bq#nyO=lvbd*!OdBaA7Xa=zZjKShYG
zf!1iz7^oB|$$z$}K3uzM&n*}G`>m2i;34t<K+P*HtsgdVJ@vcVJ~g{p)ob;`g(H7p
zH2PH>MtAtg1j5AJP5yN&H0A7Px5$$wd~x_rLxtA(yCbTO%+b-#PDpo{()*C_i;&i-
z0HLXN`Qltz24$J&w}`!54MZMLrx;s}dOhsVe>-uc!ikMiwze^6(dnd}yndtHe}Z~X
z6S@x=cOnza13214`b17ze%hHkI`+@mVO2X+fgA&Kz8|Bp>%Qflj4{HfXZ9$0py`LD
zUq2C4<UN>^2lR9;sl23{xG_`xe~sP>+^j_7zBNV$i*V}Hpr`h@W(x{R1jsTvwxTk|
zka6)HMF&tn7uE>;N`2<{BZKq}RBo&i7KL*GoD>^xpxjOZ;&n3prrZ^q#Z{=zhLi|L
zeOD?n4045qQI=)wh67|uX!`1MtzkJZ)lw%v=WcYV)arx!&+d!|i+Vn3^Tw)E#5iVV
z&u!|4D(Vjtu&yExIzebNy>$-V&}AHt<nngmgue!3EPhgi^#ZL$mkD@Mm%Pp+#K`jq
zl|A{QqTAm@IwtlFHYptFd?)xMv!q$40z|1ug$yM`u1uy6RAvpv=Ki*jsjhiR@mKJV
za^J!aHgARdSOytbg=%?s7Q8vA6gcjRCatSag$D;4eJq`;maShEJ3WC^EbflQS_*;|
zzu#L^d}3!!1^D)YtjTaK<OjhUI*u!pp2(m!RG0WYRZPJdA>jIy@q?|ZkFD&37|<Hi
zjOoyWSEpm*KA<0A665=9rH9|Ff{vy;+lAh~4LD=N{ZVf9?$$3}jsOGl+D^mYPAdm{
zOYCGWdOvMb0eOHBpboWnL`(QFZm;J*kDT=b<;s`F`(i3{x0ipH|0}B;T84j5cjxva
zGhg?V1Hkh9B)Pmv#!Vxg_Kg#ml6IK@k}%zxf=;JdG=jgc+US$m-yf;y(Jpj=nd=>O
zZ!JUI==k5uHP6V!&B>k)ICt*W`W!ceoF+Jd@YVk&b95dd9$`j2#53uf4+nEfr*E=V
zc8XM%ZaiS7l6*|usJV(J1&BTyE8O5!Z9pwQjr%K;vd$B5@up11^JYx#guc3o2fX*a
z_jE{3zL~f}dYWJ1vewDX1KEi=%srPD`F6k4VDo`i`anek>L5H5fFBC$JNV&yVsD=>
zmyh(gov9W-a|j_VrkSRHQSF|KvHn3C@fu0F-g2*%YV7q6O#V`WrtZl(IRSD>NT$c!
zi{*v=5$3*qR*Wx4w59cbJRLFKF2N<;gRCo71a8mlt_BDHVPU*etkpEiL)@Ng4q6Mg
z)}8Qp_wTHawgwm~cWWmW5o_+Mbbsn(d(2s&@UmKP^Lo2OAdv4V%9u;$X<bCsz6bE>
zL;-*;=*+~nh61`ve3`@^Hua%oN~6!mT`P+ox;Qh1gi)pFc6WXimtS0Nfv?b}e2cdx
z@!Xyw!A{$c@?1cLwPToM+3cVam2e3LX~$a>ZJtiyn1rbkrOetV+Ek8M)p9;T1`NY^
z+x+G%fR&IQf4wa?xm8Uiw=Nvx(|k_drR*t7|K#m`DDWKTJJDc}EbC;0uQCslOsy?B
zbU8tWh)+y8>m6t};8^Cfi%q)59TX}6freYzhB=LC`nmz0pV|`S?sA8SdV}gQS{XNO
z*v1)N;<h7D*?=P=Q$#E5wKdp>7wA*bF8^P#lt}scefaWqXFPqqgx*m9dC(oDJ(Se%
zg`laZv?#SCH;`C0;(7xWo`lEp9s-Mh6C!9u?sl8fX2B<Nwex-cIDI9zaKq;L4FhAq
zNtq2u3Jw;&2=D9fmWkU_-mkVao&W-C<QOGiK@-<y%fA0Fkp0Aa45mSB&TlsL$-Qou
z-K32F(t8i3yLGE9EvX)$Kk%)CNVeM<OrDM?$T_V^V%|!=0}VLR4I}3*^u&kG9CK>D
z&>nn_vDQHy-x2RGeJ?0zXc9(F;w(^qjkW8)`!o8u8^}h}8lN^@6DJh^w2D3{3V#ey
zQ)7H??q9eQdNJVh?X?@#bu`%2h7u5zE39DFHOB~D)*5z0)qYrQ2^+Kk>45&@6VDSR
zi|xEbjX}rYA>Z$H92|^y){*1epJ4GGkH^(Qr6gL{`#>D?|3LrjdKNHvl}^A8@?4Js
zHomh!JDN}j5nx>p*P<bqBGo#MdF_}Lhd2Cq|F<@aXwS!pz|rG&UKgOd*4!NzL{rX2
z_)fU6u}1C_u%Pn7{~fidL5S4^-(bUYisXT-DJaf%Uwh>D&eDct)09K8UXVD6R;7;5
jSX)F;+VFjs9^7hwg#QG+w&`JhC}WMX-kg>D-{}7V7HdnK

literal 0
HcmV?d00001

diff --git a/models/Reference/stabilityai--stable-video-diffusion-img2vid.jpg b/models/Reference/stabilityai--stable-video-diffusion-img2vid.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..81a8096958e1e58120a8f97da8370efb556f85cc
GIT binary patch
literal 349667
zcmb@tX;@NS7&Z#xoN1bt=2%*mra6>K&b@D%Sy<*!p<)i1DbDkRL)qkPYAOz;X3ph=
zii&1ACnYH<jscP)XeuJ8czD0>obO!M_v@T<oyA_TFIao;^(@w2&vW0;y$^mJEC7yN
zx3IDR0D(Y&EB6IBSOj=njqrX50NlI@Py+w}f&gCN2>>5=56G=1K-vGbZvi|D0R4~e
zdAL7n1Gw)1QEr8B>wm?STmL)ee|!c!@b(MQ^z#f+x}>QEI3NK20f2aT{@b{Pm%H%^
z^6~NV@(BwF@C%9vi-;T&K6L1?sKk-OqT-^54jnmmMEt0vl$4Z+*m3D&lF|~AQj-6j
z1PJ0D!^<bc$0sCt_|Rd=|JUW92OuuUW5x>r0VM!D;y{o%@ZbwTk=t`V?wI^HEdOT#
z@^JgeFCZu+e2Cki<p_WW2m<l&g8u6@w{<M{cL1+ApTtRRbN-{Z9|)WZl+;Pcd@HDY
z<x{Ve?T>X8UALe_A>m`krDaZ>KBIc}oZ7`pdin<7%m4g))xz?c)%81e_70AB@7;Iz
z@O<d?$op|{NN8AiL}XOblc&kgp1*jRmHj#=H}6e;!Mn2ZiuaWts;V2Cnp;{?ZS5VO
z`@Veb9~c}O9>@Khn8g2@nqK@(B$1aWf0kGNZftHbwwXID_J4K(xpw|v<$oIXzu6_u
zwTp+B7sM;@pItznaBc;O^YWe4=9e(PE$|@l=qa59LCGtbZ$I@4DeKy<OSuL85I&}I
zaq;xu|4jQImi<37Eb;%7W&g{t|J$x<fCvc4{qsQL08_x$l--7qo0b)=SeS?mCAV+6
zZ)6cX+7!>fN@^AY%83Ge6T$RS_a;#T!krLuO>39Yv?D9{^f<Q6!Me!OhB~tGV}CBZ
z@}lRjrz=hgS$0jXnqcMJUT}|q0GQ&tY4LS%@m|qu6913}QoOi5wQV``&*#@L9mphZ
z>%R9C%lYhk{O7Bk2Y?3Z<{bI(0U-28GQbe3Fq4XIyu4BFZi01?xo@kTU3?`Tn(W$V
zJSf|gl)Wk1Hmzo|dH??Q9-d_luY3PO2VTa()Wpf7)HT<%#qZg_rU45B$q`$FqyQ79
zDl*<4@iYjkQa?MTfmG<^3DQP}%8QNMk%z~%9smfY*p1cNa1N&7r-$D?`<!PZC{V<L
zYk-Ziq8^x#HD%m`&~epsiYZ+v4&Fe9FQ*B-7j8Y<HBr}a0BAy3yX;To{hPo#0KmpM
z^}4QJsWS3|Zf~K<(>mHIX;$*jWIH}xoI5f5TCU3G&AQzuP)dN+kbuD|V7L8kOAYt(
z8uHyVm7IOO+mn9m1AsI4Jb5#g+jsvWT{WdKs9`Ia2Y+VG#-f6>FTT9nEnMO$Ku0E|
zO&Jjn^}6>E3SwxF=de)bJlU(O0o_uc?M?Nka!+%5ieOxp8s`8zUk~**3=7Z)Wd#Vl
zl`+Pis<+M>YWZ{`3#7y{=dDtIwvcEA5KpCi{08g$gISn909<6yXIq*Aaj}R+Oao;5
zQ<2I8yP$vEpUz0ru|cK_mOn#!tL&jA8nOt0;9uq&ciCrc%6^t0|EhO;=n(v0Z}#I=
z^yAgSj|do^I=|N9o;IKimSHmnVu%@+OaA$KgXEeu=ix!}bFl#>jV<tt#RU%B5YD?>
z-i&$Q(eUrY{s{=x;W+otz><G`=oC*vihn0DK$`}NBPlP7ulg4vc;%lQZDR~c(~Y~t
z+_Y~FxiAj^CS#naiZfgEB3#hBW)uVU=Vg$WD<MOVwy+=y9E(~v>o+#uDJ=S$!0Jk~
zF|#y206Y`u1{gnb#x$Jv*AIu!HqhzUV=(wi#-?-EG>(V&+32~AlKk}HB#^Oov7JJD
zf0TsUL-PUG_Fk9c((J8%)3wavEth?GHzo*8@6g|F!R4>u$Smj<0$)89qcxOyQg}2)
z)J!FN!t4Ro94+uiOev)*C8vKp+#|;gpjz^JJ)(EuA7*TX&k}m>8>fDFmgf1e`Tok9
z_c3e8tGzXjKWe7#(7$*4OSA--(H3^%#U;^3Jdteiy^Bk%aM#$y6ylPBs<I)Pz7W<+
zNyxPJ)@Y`AzKhyw&5J#;l!Xr`aqp<*{ckm^b<i_c9eA&O%c=}e$}Wx^B<V^xBKe5Q
zQYPQ0c=s?m?E>nFzj}?eHxlM$<QS*Ft~BgBf8F2vHh<G^qI|W0yoO<L2e=O|`<irj
z8_9QzUz7}bbh1!H2s_di*eeUUJP}{F+c<t?Hb2>n&rBK2**0-1?)l4fyp-EujiA*T
zx2$yhnTCg4arQ^-Aa>Nr;h$`;ef;IgD?i{T)d*narFfLQ`ADQAJrXCh(}NWA0(+%B
zjTB5Aj3W=FPJvYg0tkihHGh29L~9e`aD53z-udZpM<k+W7h@RG?&wE><?CiL|It?U
z=S4)PuqA4Par_Va;PBPO4)=IsE>R$xdDnIOkJjg^i)2hm?0LpKv}PVUJByOhyxUrc
zfZ=|aRPVmt%c_n)W|Mj46WA#sXQ*F0Q7k~z#%uJw=o8}Uj#8r1TNMER_0=KHI;9Bh
zty+oMWR-XCUJu)Ny!*A%a~}ak6h^H&&XoJv-757nOmMEYlT&Exwbdoy$x7WfGxrGH
zuKHrXNijrZmc_~2=q<3)x!@plo$odts<)bFe_927@9Q+}1DUpuaJ<fmOG#I7dNEwZ
z>lKvZAz!KdktKjq*`8^bKIK}bl+0Tm(bHqZlu=X;ms8qOy$8)N@91h--NHFnjKr=T
z*3c{P-omr@{X;jQ@Aw>3?IiR8r6Qosb3FnpgFuFC`fl2h>Z+8i>T3HhkAWcBh@s`g
z&f*fZ>f1BNTB+fzhOf@c^RxK5kC+B3W1|COTbp@RK~m&h^6e#17C<G@fFeAAI^7`=
zgXYVBx#d10btr|Lpybv18-O)iP)JjIw}x-U?C@hk3R#h*P%4hQ7?}<<wH&+h3(RW#
z(nKV=^>}<7fB=<}l8T=^{RrP4i0^%Q)_K(OLDTyP(+=>~EOutFqV9EbcX6RA(*<V0
z47Y-M?uYEvF{fyucl%SmsQAdZ1{9hZ+v#Ku++09z5hj9qA7)-*6{1#0a<Ph<vVmJe
zz;t7=%2CM_WZkz48luo~_jM84fOS<Dj;O0U034>QIH+O3cPHZ9fYUWe1H(4Af*=M1
zAY~bX-sGl9(CF|Lz21J4Tf+hmI79t{u-80SGQ&~&d7SBa(jM(y$Ij2@oBkLwyP+3)
zQ^Wb~?LGA$@n^K6ifS?wA$mjsmAwIEhQgqIoU87qURE$tG)dKf^{Ke<isGW7Jv|FC
znYT<CMXhA{=gqxuK{4v^d!qCCw-;>rC+^_=Wnb*}DG@V^bu3ln<aFJB$d>yWJQN8E
z7x5#c7iO6E&sm5Hs`BeTJJ%8p_vLJnjWwpw-V^V;rmp7K_;Y7soN?$`E8&zyyTj<#
z991%K-R7^tab!Zql=389nH4T2R78^V{6~bYT2#)%A2<`3VcsQK0EJcVRQN<rIbX0}
z-&EP=beS5L6nA@`J87<M^ICphrxmzjshSo@0K`lw%hV{`6Gp%JQq9xk*WdSy*Iij&
znkeV`HzoNE*S#u|-(8=(ezPv_^UJP+NB0rV+~F2mT6_Pe`qMM@7OBqB5GOCSa)9>W
za9fWYj|C*6NySNTF?ncEEyBPp2n+@!nh!a@8C<wMn%CtMx^><39j>BFSzR1@!3M_>
zs~={nsWs3ys{es6#*<=_WQac!Tm^p8zuF{9KRKKsOCFO6+(^?!##9TaN*f0!I0Q1I
z>P#s9?eB?=OuxE_p!U?&Ix;)1W)olKU~p?yHvE$iGpeLRNUk{AUEpNXjD6y>fE#oQ
zQ1N__qU>b~?>Q16l4dpSl70a2W5RJ|j@=z=kI-#h1)Mtn;kiP_C!1Ajli{ZnF<og;
zTHx%*!0#ZeO+lr-qpPUL=cjI8jy3~=0^8CvjszGC1O-@c8qPbirU_Baw2nz{Rr*(7
zOkLeR414oss>q|DJBPBqN~gfbw8R24u?qWYbI`Tikwm90_cjp{gAR0!7)E_~2chC^
zc8>pW?mFEvuhG0@6-2P1vVX9lKCcUAYT&(dV6{6-(kgQ4PN3qMs7;50Bh|p+cdj%y
zGZ}}&KLax`Z+B-NHZ;s}wuzW(>kcT)x*m#f#=OUv49BNzyF?J>{^Aq|qZ1F`%hDPe
z;R!GUFFz$;8*p0i!Wg%!{iU`RJ0p0T2@hviagWG8?=j^4IQeGXX+`Y_r&j5+mOZ}N
zDRE|7*js9(OuzGS?lRz+zUpFqxe^z!axrU65mrE*p!#djnT=L;_CKe*xv>gv?d%Z0
zbYq&RASFJq->Royz~(mN)QGC`+Q~5pzm3yEN+>IkU@~y=-pDM$KX?B9NX6^oj;Gw!
ziNcaBF!&iiDrJ{p^JZ$=z$hvy6aNYPyRM_CO<K;~h{#Lg$fX4*6kj#*tAW(4;rzB8
zQ1%tXPd?oHr1t<|Tz~sl^-$3Vip)qX@h2c~aJJuI#d31yr4;Iz_*?E&JVuf`V$*6I
zDIf7}WDy#7SshkCjQ>+18|FsFaTKvzuyDxxXlTiW*KT3%lq)^^GaEWK>w8@+YQe|t
z1HgrIvbug6Z5|=E7GbfI;2|Sq`t5%`wz4^`nAzHx=5D-A{Q&^aKv{08T|#SKa~L!_
z(n;bm|82tJ-OZI>_taL)vNw&)ReoH*04D8q9ti?3Btjr7N6A(rdma6pqRs~S_ShdT
z^LWO7nCC;(p^Z`(oxmoOH&_{Y?d6R`F?X+_efk9C)}k2z$Q>BeV3|6;9?V~@-(eGb
z+@FllC>d%Xho$CXCQI;)E+CJ(lCYF%Xi`hm(ad7)^w*+VqGIrO4QdK{S-^gijiUoH
zMhb;-ZZ?qkmy+$Zg%gAW0Q`RB>>S6sqMk5M;lL6xx%;6yPsDXZp07(i%kLE~SIY_#
zlr?v$l)cL!6+uI9E|xpK;fEm=i$o1G2Nx*3f!PElJI`pV1Ayag45VQBT`SYksvCo6
z)a@}4=e^>!d{6a{>gb<c?0(Qo7@PgE;3{{t7c7OxJSD7tj<!pEOOo{O6o@l@uK3z@
ztA`q|W^WmShOXcA#&eu8#*;5LWiLy(An+8zQef7-+LtRIUMijixdPF_7Yup;gQ7u}
zBWXeH;{}4h4dd*u+DZrZTL@8+QoSbmwo%CY;Xk-*sVLrA0=-3P&4b~&0e;b%Pks=T
zRd+^Nwmht#wA@Bi2|}dvic(ifWig(*F|{c(@W6xtAWUwrQZ-=UHZmaSepfcie|g@q
zI&6gokIX#b3}vIXN^X|i0YA7WBV(`Er0$WZSEU3RC=I2|xAOZvpL(MUkCaYk3H;?c
z{;3y;!ptG!=>(~)DMX(NC+a>G1J!@jh+^!Azzks_p3T}rCypm-g@KqBl9CUlRZ+0F
zclLi2Ql-;Rn+>PVgF&i6+gPVlq~J}j^bTo<S6!`52Y`fS&y}@kEA^)>988@A>V1um
zWH~Ce-0ge+c+9utlw(F&0xqKo5Jab?!N}dLnFc!64AAE;Ei9-ivjvIVt;|N{{w`C1
z`WD0*9sqi#cc=HqVfacGoYeg1CESN6$6ML<Rhk~d{?>JhjIxhH)E2ns^Yo)ZhXqoy
zl85J~6j2@BHgTNH>^`F}`VX2Tq|c<Ipis+jbyOu|Coc8}1S;tOe0#GuF-MRe;%r0A
zxaMM*R^1X<rfsDhpeN_`7Nm0&Up4B=k&pU#arVOUO6PP7rn3Y75Yx~xUyngxwd>rR
zl1@nQ)A@z4sxs1GC-I+vsL;pXr^wZ%!aTt^VZkxMK?<+FOT0&#BHtEl-Dn(d??YId
zV8~~2Q6z%aB@%{;r-)ar@J|lhA_c)34l$S<4V&}*ZJNW9u}fnS)4FK})6(p{^1x?j
zSifsAi?r_PmB|j;j~6iZ);^rs)sZi8|6Qr;3zUF}lWS(LoPKK*Q_l6}#G{u(BU&D&
zTD<D(k#dNTq~3v(Hpb`XtgZa<jgxqc|4qG#)r+khG{Oa51N+yb@Y-0wlX^1|!%&cl
z1kgZLAVu`>qsE-wUF*{MmIQE5-;u6lAYa7p8v~YY$)y6y#>NV6c^;LU2vz68uRXrl
z8%<s(QugR=EA740alW3hTCt7l*RSd2rZ$fD0q<r(MP_)e%>)Sz0E)$wG;VGYDiH(N
ztMH4?Yyk!bF}Z)-&a+TE3z(6!!V}B@WJCqy+Sn5;<qJwIly1xcpc9ZdAEC`lAs~?w
zQLYYo(C+=PrY6Vvimm(X#AO6^WD_$#^UcS(rfsk^c*p_t-VqgN#twej@rf_<3e&aB
zfcNcy;%Df|XYYf5iC){je*h?4t3&Tk|GLcWJ!3<M+<5g?g#h2HGg?67|Db0>)DL^L
zPwkE%@(5g+3>Go;$QX`TwY<nGB&^TFQS@di`G;|SiALf__orFf?fT~y5)zPH<Xi%)
zbM|y_%2hn8j#3+-$BUZtrjrEXyk|8K^{ptElCoCPX~GD5nHw1flh#x|47t29)t4Cy
zhz`UR#JJWb#Jr{W^*8_)NJq41C`uG#pMli+E<(djSY6!ma_k<>ol0jaZ?MJk41;^w
zC9ut9+kyDPZZ9*t93`5HSIWLFC-R+kY8DPpA|STud0W=jzvPN~2x*d<^4;|4zeso0
zDkFuR%Jf<FGYeYa-b0u~b9R7%aqybsa7EZe_k9M-yS~`w;k(z)%<~$x51tDPg5_W7
zMFEknMBXS8W7&4Erp?dk!fk?_M1UAXcL0$eJiS^@-^Ng7yV(_|e@q!p%}|zN2WqvO
z>TOR6fu1OuKy-`+ZWre(Bab-TZ5%(#Tcue_8|wcJ<^>ji2p82CVLIh@P0m-c!qeZS
z{eAH&+nUYkUfYR0+49`t#>?uow@_a*3E6rBT3;|uagDD@)av;Fvb6`z5AHR%Qw*FL
z!Kb7R6-?b5@oU|)_4!7awf5<sM%51QBO0h2vCmU#Q#I<%2@W^bTmiRa-90FZnqdtJ
zDdighe!o6EOudttp3`XO9x%Au33$tY*-NRIQR}wV$_|_V7sXO%I5pVYI!zfOVEXJ>
zW@~kSaY<Qiqps_!6S*}_;7&@oil|9B5_tdqzr|2XwTu+7$Tc}nh!AmJ+IZ}mZSbsh
zCL!n1_!`;c0I)y}RY%nrsJ<`3!*E_+xR$i0&ru>La<&4lD>?YauSpMl&j1fEh;26^
zUGe_w4NlRqSB7PuyuACu?(5giAYCox#A`D)%JD(hlu`m=R(a!3x|R(w_;5JPKZnVI
z6^*LfRSLlIdxx0acofWVc30r(0l*!0Jff*DJlvt+Mtbzp^ivH{i;b@`3DOJaY;BlU
z4C#H5o!ftP`xNBYMRVMZNqQ2{B^lS$orFA!r&1Qb<lan{n0yVkpZG~q{j%L77qw|L
z)o)s(&PVfA!O)aO(4K~zz4XMF-(XM80&jfX{CpF>opt<g^kS`o0$#H=XQFPkr|C%~
z;Mz*f2n`VXJ6w#J$ZUw&|7c`WvD5IC$&8X;og5g`##WAX-_<OwznzzCTMfLEJYYWA
zWjXTlU01D~r%$NE{i#T}zXdbgI_)*(N`s2(D5`_87qYuAYodTz-%CC7%RQVTJS>%e
zH&Ij|NYo-qyyX6$PO~vw#|>+qYtsX=+41~wwcy@0<SM1N!76Cj7OG0ETicnhPYu7p
zKA{tI{Qxjog>boP3~%7m%W}-I_Y;+}0}ZlMh@edDu$X(1)#Z{-v(sHW%Bl@cNwn;=
z%1eDJWvVN?AzkcH+i>URuvbo9?3x%Zk@OdTGjhA}+CBawtr3Qi3m!oN?*$3N+5Hyg
zsDQ%qh<?asGs!E=U>23A-4-+VG;+mK2cj42xai+?08q!2=-_hMzAYOEfTaD{*&Eo#
zcM0v1@qm+V04<{Q!a8I%keRqXHS|eulF-X~@ki|ZweyY%X{o(*-Je=A1|Md-ODfPX
z>vPsuCmmjrU*+Ptl;0!<-!SI@jTqC1_bO|OM;%S<D-H?|E`BLwu#0uV1X%UOlqE_h
zN~cw7B<c>%UG}ispbk$G8cML$O>+l;<6W{J{)_wA-f+z#;@!-|qWEKg)DP`rW-8HD
z1|S)-rS#)mJ;Th8*j$U**%!Q7vDWIQ5S@Iw*)gj13P#qaGW2~q#6R?xLJ1zOK_z^P
zd}rEJ=Bo0THJqBsBh+uljTez9#G--k-U##L$X<`qjJ~Tp@}s<V&-v1jxk}W~WtEb=
z#l|VP53M?<LUuW5n!x6iFyPl|UPl~UKj|b|IB4T!w$@U6yx#Uan5Y|iGnIro*B(?U
zEsPyh{A?0x^2Rr0_L=(Cm5wgG9S1yALx0M+^#-`P12I`r;7`YWLVj0?Mw!dPNwgcF
z6gq%NP$I@dlbYRr_U@?14^QpR@JNamBNGL|raeNt?^E5zS1^}6TXWI(2Ug2VI)1!g
zV{<Sg-&E{(jeOABp9v5l@uXt&!wJ9YAp-U0MB(4Vr8&1oq|aw&{t5ob+$~K}C{;k4
zpK8q|*o@D=yskON$W2wR+~l&5?U`Mj2(5D`LS<VUh6pNK25!2zq#o=cb)a;ps@ls)
zFe@)}NM5JRdjJe778E8x5ue$yL!o$!*LT7kq_()8+?pOcc(c0IEJa-lXrE~z{Wq=1
zTtp0qvM;cJ%?X`8Uz&ZAs1h=p!cgY*+Ic23!>6z^0cZL)_-mY>oIb4>THfc9{+~6I
zO#{bfhpYSel5a=y?zJxj4soZk(N@h-Kl_aKTf|Y-lHUM&k2J4bcKUXQyVA(`W$#Mj
zcI?F_&dT-OGX)r%3sm+7!B(v4l=l9d)HQO32cL?Bh4FJEFJY@Y*{?L;dIXnTkN|B+
znYfGshgJmuC4LDj6>#{z`Wej7c1P6dW9qG3)Wv3X)QCJjuGR_6lDdm@4>NI6NJ@_(
zB|pv^VYODO8VKujCfbSJvXoY((|ZRmb~IzSFsI?BgoD!$Z~X}jmA#8PdH2pEdwbRN
zH}8rA1Qo-J<9D}YhR#^P@>Dd(4O4i^J-Cd?d$Zk6@r;`aajlFWv}v|_cxqu|(<GNn
zg5mw4e{_eg?micq4&%S7+B%wARxEI5Ow4Iv&|N*lQI7aTxk{OyzMU{AFF1_6gZqo9
z+4`X#)`8x+<+G1)asM}vN6%6=iy#$H88)+JKvB{(AQhV(-aNc{4y%+XINK@yGbOF;
zr)cDy!6jk!a59rxwlS-r*LlC|X+4(PfoI%>;NwK{CG`YZ*Td!SGIn@F8N+fSp`2~2
z3#>d<O`Y(gO<^{(*x`Wa(1on7H$Mim(9wwA`_zgSYgkjq5?b@WWCxx-C)QM5olzRR
zk*yH;^iGx_R$6Aauc}{gbY64jFA9YGo06e58&Be2jZl`GFg}Wy+;*h3c6B1%UM_{7
z^obaK66wn4Io!BVsu^LlyNQ)MJoUSh9N4edx}djkPDVBD7gi~DhAtp?hipaLV4?ic
z&`6C-AKNS7ii~~4H7qn#>2MqTC4`vbQ7<$o=eip@7H$6(G$Lzuwlu>)i3lp{1P#jY
zdI1>y%ZW>Yn4CS1l>f~Oo3EytV2{@JBVTjI>Ns_Wa(By$F&7ldH@Tj7*@1NRA>Zf5
z+}`s5>}Y8g1We>6D~<#YeMn3xJH~}Dv<{9Q3*Lo&#2tYW#=cVp+2WTvGdTWRTBLj=
zE5dXiVP%(n;!|*Hn~q$Lw6N}2keRP*$imCV+73Su*Ds9VLRScQh*vbi8Bu3?ivOvj
zT!yTHmlKbnI5tRdOS)?N*w{ayGv*}n3&01}w|wo2kQUK`>tm+t@UG77<!JQ%Y2|zd
z0?*iydJ_FHpiK#NyN5F0AONbWBEi7cu^ThVE8#~Dc@(!{<BDP*ksWvZxe+1DaA0h0
z_G++6Ige3%Kxh40r*?mY(O;w@;(8O8xgOq-4YUQY8s(G6wKv_<saH}om_D0fh_cNe
z)M_Uz_s*^V>aVWkF0BR$GW2RNQV>(bUQ!!qzml-2e-#vn{noQZ`9$ebmCS}1!Wf9B
z9V;!6U9}}Vd*hTiz4!A%;;bd8B(76V^nHa>b3(kMuSl-knQMSz?d7bfrNY}bo~#fY
zS;O@6u7K_-aT4e$IXreTO}Celvarj(^V-izj=>uHetml-aOMD@`Peu2g)=*Jayoqc
zTj=W6gE0N!LFs<sY-HLL6)TW5u=&j}(jZ11Y#`%AlsA51#3;+TMDO3N*dc5<P&<BV
z_CII3E(VzUl_g*?E}{Z=Y*@i9X+Z;l!m{y(3Y2V?=;OL$^ei9eI0)Bs-s`SeEk!GD
zpx{Iq*^V^iHWtMitkMe5IUWcCCeLER1#l&I@C|Q2G;54bPWt2giyO+IKJ{g2B?3-G
zY}rBNS<!foqSkbmHZtB)&ZA_#V%0WJeHr6NSgzQ8+|oTv(N+2tmU#JSyp7y{IUvU6
zTtlaJL$jd_2?1%)yprgw$?F`0WyFQAagMWun<sw!0_Vg00_lO16%NxtTN9T!Pr%WB
zON<|8vMJ@%I09c14ejo_s78VYrw6CCoOB+(BHsfX`wljcR={vDQBs$vOdm3f5WVKZ
zH&|`{%&l5Bizi{IKPrT@wO1|ah#1-9&g(B1X41+Z%4H6KZ(TErQn<Xe_kn!hluEAe
zn5XX+4X#{?H2jBO1wJ$cLitx*I&2$`Ut1pMM1>#9{8@70WQ5G13I)LaJG9I?ar@~O
zr?Uk!|4Y*n;`YYCLBPm^k`5{IG06iqFHPn4xaw|@wkZwEkg@GUsg-)8dLU3qo~ltW
ze!fEUe>55U-dC&>B^tq`S-Q$X;Q7A%AX7~nzbMY@)iu|)>0sYJS1m9rD0sj)mTkKn
zz-@x0iGYc!rIhrzpJD$$T?F3Sqs;AvSe)tDxsW!+7Du^b*qU_<0g)Yr{RorANYOyu
zCH>62WD$sckmcBp(chwWxloxq%-55)OOqoETplGh%*NW#Z`CbN&E?hlZ4O3(Z0Rs_
z{pgZMJTVKrASxE4fS|k&+zi+hWZg2+GCM3wCnTqu3n)CjX8Z{&05nu@-E!Q`!H>;4
zdX)t^`om4@F-3Kh`q{@)0zm$SQktzke7QLkEUQ;<48{39ys9JpI{8k<TRYe4wnI<Z
zpx%K}uyDH{)%qUi@;<&PwIQ};eE15vb&U<duH(>g;VocEsheLqr0fMwGcODa6W<!R
zn9#%0QVv7fA5HYC1=PmWO*!|(%!q7X5ql5K669N3kLlc=_pEu9elzM&o-?9hh59$H
z*+2tjSg4Xar|+(M-byWQS#>@O!msuvGvCC_B0#tl5D?U-tZI}iCn}`g^VQLQ1Z9(3
zWAksz+_1Id@bfKhsIqf9)bQh!Xa8*5pLQ7~#zIQ5g@G@k`C|MYO9Eg676BVJ;Z!o(
zNh#SWu5QmawxZ%**>s&|enlIf@BGiPZ^*`1Tg*v?(QY>v1C%nE5z0z>kps5<dGP@<
z7N1RAsXZeB5Ci$hejP&7c+s>^As0YdGJV&&Q!7F;^$_?Gu5*n4HRY&w?;}9C*gZhZ
z)oQ`rfF8H}=eT5<97;7nDQ=Z63^aZ*riYBq5|X}SJ-5P%Isk+*IUB8?AiLCwye1rm
z!GYn_XRchfYD4PjCq8i{5tW|G3=WLyw75T*kp$ek>uGOtn;8w97Y<GoG>`{W2mPpt
zG#MU(HI9!>;;;IL9_6xQVfQ%|JhfwH5AQ*P)Wlv_jfK%b$|>srQgPdv+Q!tj8EL+L
zsUco~sI17Blw{*)qe8TQa&R5<FxXRc48EjeZF(&a#rP3dLaDNOM2?pYM2A_8E%q8h
z43tm|n!}Cg{ICpZqNb!r3^nbaz%;O;o&~rDz4U{Mxase|;otP*{@D0L3)j=^hn@93
zZGMXcS0TCc0@0WT7i824^v6#Q@X;{3aQHD<D=Y{_>|u~>aUN)n71X8$<<t6m{z~oS
z8XLnx+`vBAJR&+N;4kpD7o=FSWn4Xw1$&(ARL_5h?^b}2!SYXce1JlZBdQ)93H3{z
zstK{umt-ni?jxKP=NM|SYaI~T(taB<t=)2uH>4{6URaZQ%*<Y&;in!s=AiOQ;2-bc
zpm}b9#)YN)(=K_}3EVl%Wd#xCFOxOCkZ4XMwZC*Qn^KH)O&U|3KAzrb#)Z*Cdtn=D
zML%nqdm)68Rkmf<xT-@72fdGvLr2+Xilpf0f|i^|0bq@01t7yXO0-MVSAV!OcsB6o
zLg3E2z@O;bp%vTv8dEHdqq9C2LhmX%;2GR3(Y|wz=<k?Ook5oS5bO;Afu^>3$q+%i
z?}HU{dn#??)(6ZWrVFZS27jc(dL>Js1ng#9*d#W(O95Hc#pM+m7*#jlihkhPL#nOo
zB@PJl8+sJ8$YS8CF9<!7Y%876=1$(Numbm6$!+z>KNa`(@qw;S`OG`u;;O!?e?@O|
znhyZUv0XG1^~-S8GdI5k)$b;Y9`fT&G_e((i(F1C3%x6B@91s7tJ6B$xw+{sckH}m
z()Xjt@S`ma9DfL`YrfzB@a;n6C6(INJ;cI3JC=O&>5a!o14GA0J%fV~FvuGV$u|nl
z)CHpbmXwlhXN3Sc%1P)XYL>{W;@{2pFE#ARhwM&wI-~M5X)l)dqvE1wHTPSqG3e<(
z_rwE6QquEIekz8T(67yACqjTcZheo!Gb}ED8tn0Hn-RMLHrDDnBSg7a1~-A#b!<(+
zD{65s16<Gu*aUldreZtzgy2uPQZ=b~r6UPJ=4+`Kd$2$}Uw?W%<Lu=kQvKYss#Tt&
zC1FYl)@8WLg~>u_eQ`Ci`MOfeJbU^8P=c+Sx?&Fr)4B!9EGbl?`L0KK-U>5fe>{b=
z*fqoEe#??cSp2Ble~nhu#qopqSa43`VZ)arO<$GmIMx1)bm}*Z!5GHbQ0h?ViVIev
zLgd0Fqtv#Q`71!<=U96U2VTRMtBx)f0Mo!i1DSr^bTqCykzW!Qw_S7qI79KzZFIm`
zG&Cdc)gW9j6a@Zp)>-G_LppmSsqrNF1s=mJ_x|~qz>H)58W6lNy=;kPv+I>2`j7bc
zfN(Vip*J=X<HBB>IyblP{!O!fBnM-<<9Pt!gOWYW!sw)U9Wm3(>8~lOJIVONSm#xU
z&h=}ba(;o`&}M3ZS^5BTf%u+}#J8>j=GXB~4b~ia{f%&pS4|vkkee5{k8nY6+u!H6
zml45e>Pg&7IG3nBlb+4tl@#$e$i13+awhK4Hges}^BmGOOg)?MdH|p)>IV<AS?`+X
zTrXcE<k0BvI=CSW7h0IEtljlUE%QBGN?%UwOC@?6_j9w@9^$y*69x9Mr0(BVh974F
z0)7qLKyGxBn-a~0NzA29u80YZAk6QG6u_^@4f$f~OX@ND4Yt{qpHJl<Cky9;J&Axc
z7H>71Y$3q(J#Ttp)J&kdUcd;1`#BgPv%AN`vsM-Qii25f-Xi1fURkrDvKe#iD71t6
zuf*qZ0hxMYwqF{IjsPE|Y2EpmocrkBTh}<(KVQ~`k#C1g&@Z$5Bf;{LpF-w}5ZD92
z6u~F#iJygj;})!vy2HwV2hB%5X&)Gg2MZqpM4e^D-TBU=#lN8HsiEB;em-TvHA~3X
zbpeTdvzfv)P^u^1RAf-*L-O`6#<C`-{qTEI93RSN?T0#)v~1#HfOgZ#JiiE6{i<oi
zv!s-B-g-~%rz84JBi<&c7r(VJk}|#U&`roFQ(YYa#T0jrQ@hZrCnnhl*!uP^$J^0!
zUg5{)-ZSzYG#Hc;+-o4CRFY$EJi77kz3b#RY6pN33xodoJQW4B+0eofA*@oteHtFu
z9L>O}Z)7b?qiy;c82dgA(S$1JkE_Ca3)%#n^k@AzEv|mRK;@~@65@Pk5=Axma9w9E
zDbeK5V)7~}2tr3!`8RTDoAgtAg<L+X0CKu+KMccy((lho8a0vLWramP4zO5EZ!hjL
zdB|Bi%~j+$>g7%k%iG9Go*g`G?j*O6+2*PcC5k?LCp+8+u@i<FnYe20t!j#2!q`_1
z`S{#^lwVS2_~5zpkh0(R%L*occuRgexo2ryyndY~T&*>du#u8N@=##)M;ds7H7s5^
z=aK4nw^MUUEJ`PSzL|$nzr~s2qi$5!3IOCndrZTX4gf*|d~vnqf75frQks3An>by3
z5YBfSmnM1{gqIfr_X?{IM9(*_Rr|Pf+=C%PtqZO}z4sB;4c}I3%?PjMnm{W~4Q@JO
zkSmF?0j3MOI{7NHcZ*g>%lU^?l3gxmZ#EWN_5KNaX*G3*hJ)9ZK)PQ0H^b#Uesl9L
z4ec1~t^1Q6vW-FfbjWyNFwS7N^Nbk?)Nr*Y8t$~!Fa1H99QJAYn%@&SuLil`cxb16
z2X)7r5(}@M`_b{(;ngMwh2zq7;~l5!f1r8Qa}4v{`Gj~S`rb>1V&#IsAf8B*hvzqP
zLD?q_)AUIn<;1@uMdO&}c3dBXxp{hdf<4D!d!Hk>a!KKVy^@E+$y%4CSe9cEB%)mK
zSb)yu;%NI9%B*`bW=@SLmFlDY{Fh5InEil$y`=)kvgtDQSO*&AV|?GSJ5{2AyM|js
zSq&QJq*=4W83rU`hM0j#(JnA$v!L_G;CS#-WEv@T_%7Xm@0xP%GJ_R$G^4D34pv~b
z-ROVQx4t2)uaZI7L{M6qONWo${3T2*3q%8u!2^)X?)6c2oLh!rMWs(~p_3yQ7S;iD
zU94%U`eqE~(A0&j=IBci6`r5=W0-sXOdsk^H<1r-{|#)AHKROIO7Dn}#zIPW#U1X2
z!(~KbkE<kM<<ctG#QqLemie>kv%6i+<6ACNw6W=bDxk9uB(LV$IhP|B0NriI+L_t3
zU*fNP51m^pj=Ocu7!rW6sUn5ECx45kMu(woafsaA*qrK{7pQdn-vdD6?YnrO-N4?t
z-IiVvfRV_)pd!gB)4H)}{wwpj3S%sIxp=QYd7OaSnZ3lU7@b&Ks(&8G4V_SKWfoE>
zEyG(9K~GR}8KO}~({#VP%L58W?oMmzyySW6^0LT$0Z}Xvr9T0$=raD<4Q0Q_JG%RD
zL)pFJ++$<x73}j0+0R?E?RGR7-eMb7@PKjy<bkJ1yN3jtf4=?N;WR;+#UL{(b!WV_
zn@RkGzqxJ2=$;&Bd{e(?iskCwj_5{?=NVfm5Z6RNe*&?}sT5wj@e3-s^9fwprpYZU
zWq*T#+XK8CV)Z@+8uvmu9o~3nd^W}E+kd<tY#ev_+FlEAQ1PVd=t8kH36v=GpluVG
zgq8At3LtlWw3^W}TzoNYCbyUt#0_qE?T3b;8o0d*cwCtOW?L&FoUw8MsH?TjQnFU}
z+>lKae8@S~<BD8wrxK*WQl4)`-X3z*7dRjJV57tqLTgi@4^ex+S#9daV!n;+O-!ck
zKF$jE;pPD+F#N-4lLts`mielzfzk!Vb1H#YRe&OW%Hyz-VT3Q4Cms@>d%GA+z&bIA
zb=Fni!f~*#LmYX=)YQe<tyUDL15vUk<#Fro-xK8R__)mwMV+i)J-g+_v(Qo*o_>))
zfw@sB^O@4cZKNM>aa%9RHNEq$$1^lD3Pwh`OorJE8BS?BwMRuEV4>WBi<*1{^X79g
z%{yN$>dq466-g_4F%V#3CiS51%j0XpRSJ=}?70cLPTe&72-6VY?Bn*j2G~gWa;3)j
z^ma=v;TYPK$|leWS0SFhc~_+H=h48=+FokMl{_S>l4hd(0KXz8b?iq1WYzi(w|s1y
z*1FuFtf(yjphy;{ZlV0uX%iLdnDx3SXAO-?{~dp7S=fqw7U6K?MPHA1s(E7|R}s0y
zKxtT^X^37>ty<r|Qe)(Yu~P>9zwKh?cGHfN2VDDPX4DJDy}3jlH#9j;ug^m}`Yp6N
za#~^Qh%<HJ76u(~Fe|t#7^g(X8iCG&jrFQ15AXl}qW?v3K54(l+(kGI@r)1O@VCJ!
z`JJB2>T&<Cf7a%q8W-M;f2+{LIimIsb6_Qq*OEHb$PoJ&waxw@enZY$I=v_fdG1)*
z(<}Ys+8)H<MpD4>fT7(PAp>f1oQ~+SL(61$LFD_6GvnUfxiesw`AN(=I|hC6&Z1u8
zl>MnI)qz<;vhk+jDPsQF?*)%J=)ZbEp0ym+iVP)W4md5Q1!gaGTSPo)2>n27$im~x
zVp_Y=h6CkuTwDj6nC9d=JG!mPxDRK%jd!aI)20@+DbhZ01>01f>czWl|0?Owc%RzK
z7_FPQRKCBpHS@Sag+9)8dxo3$W~r?mQ(YIwiBu*6R=MA?HX$_$YF0a&;VJwe&e7G*
zRm@^e%vXRYmt6FAcUkE|hGe21C0=`w2o@+V%-c;->y~kbLTWa5>)EsF%_yr&Wt=(!
z9XGzh_P#SRUG0_~0N<6%3imoM)YC)#nO4?n0(C<3n4RB|eN7Wk$qI`0Okl7QdewUR
z{3bW{jul;M?Cd~Sgw-b8dwc+>xv&##I4G0uMhpHDqlVn-7xPO<0L#o~34LQY&mbkt
z#yEh%*<6_(fyausK%rCjt-rw$=sCpt*jkOF&y{ani5oZP@Aq)j#P;^^TT74G?3A;7
z7B+GL=Cu8_+<GfnsXrsH1tdVl2FhubMU`@iRx8)49ii&5*pLb5xUi^uXIk)YjJWV!
z4^Q{^hza8YZH0CHfczOPok(NTp^L|`qN{Q4n2bIQcuZ&vVbZeHfB&3DXSW|A99nnu
z{`)MG+7S4rU+TRm_`v9XoXc!Pza{E>;XOxYVfwn1Cj~43SXkJIJ=<CLo(;u^F28>P
z_nDeo9>M=>B`djGat3^>_G_b%5>h;=mzn}X-oXPDJ4S}Lg|A8Xl6b&IiDD|hTRPoq
z^`KGCnEj@48Y)PZ>!hih8h*mH=)@1b{gJnhf)D)(iZK31jzp><gn8VOrX<R|{6tFG
zrlfWO7XmlMA=4XMH)HXQdknl?-P}x9A*bU2kVk2G@ph&jBJ&cZ3^r_21v5`VqOHb6
zSGjswj;CsXVWDx<78clq42<_6cAXf3U?_Antr}75_?qhTUm}3GIsM)FjckY79wC1A
z>3Jc6pDCojz1W&VEn#vGOk4tV1WvvHj|Gf-@d5^+@sHQGbGtf1Q6vApD{5VOTKsN{
z(~8JhLs`CiG>)2UpDt{Lv-EQMJaPtmr^ChEKpqKcN>0yvLS@Tte0;D`C5t!a`7oUH
zQ&cx|vbAGEHEupGecgF=4RgwNXr9gKoY*U|UjE@tKjukD@8rn>5;nbz1Jh(1col=L
zT1R${Nm+j|G!MpvtH?2ogG3{#zkYW(jZa*F6!~Ek!)9qCVY95&I?sJB<1DtX{A17X
zch%OBZ?4Xo*LjbNd&P~*2Ba`#WMp;+ROGx4f4w``@onjOO1tN2Xtt)6l0?K15nsBT
z=rf*n<|2+9JD*#{4%wi6-=rj`S~f6z5U?<O6VqA$ckQ(CcFrS|>=w=Fxx*!u5{(x}
zfw+2`(!OAPy0mqx`X`UgaL?Nbi(}*32LK*TbD1$q^LTYMwQ<Qm-@m>jbl(|=ff;k3
z)>vhS5!iS(Op_g6eEu(Q9zK{Kp%-y4qy12xQ=*Wn;S1Tcz=Wh<_(OpogyaULwcR@v
zW*#IE1yue0ES7qPzPexD$XfERnCv>=b)ovzpVuv|waaBsQuQ$P^Gmo5mn8ZnA*cBH
z<wGc8Nx2O%P@?&6g}HG*P`clKL^0={bb7wPux=(YUa-el6xhovsuSG5V%TjT&K*2|
z*wgK~5qK2wx}KHhd=@uZgTP!-FU`_v*2v6yrw6<TvG{>3?n;9Q8dsM$p0!k=%i7FR
zP-ePW#vMuVQNq7-QLQy(oKMKyoD;q=H+N;6gIJ$W_hL)l%k$&sQJ3KVeVp76xRbMR
ziqa-LbFS*b8I6-Of}Rg4k+*(f0qem7M&Y&hZ&LSt(OW;l$xE0n1^XXi9WeHO=$8MG
z%j-<ex<{vnc%G3QuusBD+7_ttH)|GR9&K^#UqJjnfa^rlb4o`53-RUaT4uc<ke@%C
zE3|>`4_)84FRGu+<K`q6OWt=Cz0{C-w0`@=)aR$9z_xfnq8c{+W|HyUJL}@^0Y}Mw
zhuegu#e3J1P@s>)#4!G!jJVwv)W+nw<@%}>wDE=5FD!pJSN;IoYhW%{$r{KOL2Pb+
zbPpfB1^`55l}C9T%`)?XtF<|=RtqoMrF>XO5m`ul_C64qf}|K;SEE6_x{H0rmod9>
zoQ-g`zsrprjC|eF>X}Kt+zUkspLv%*fBH;RUJ?mR(;_N{EPj*q3w?Nl{OsG{(1j$r
zAgS2m(C*Wi^o41fD*5l3eMd)1-Frs(6vEkbv7~}FRjXIy%lF-bZzeEa6v+JLD2qU+
z^*$1oK3x4}LCV6<?!n8{sfD8PlXU5{y*HD$I~;I+c&q7M@3NPz>EEs>cNJh5s6DaM
z-QQY{o*m&Q5#u8?nCPTF&*xn2+cq#*PsjlFMr#J(bZj_FP>x6N+yE#U1OVCL(73H>
zybDaC5ytx(POtZX`BOQvo4E0bd`OUNun3nTvr_rQ3mlkJ=CGYYS+%-4Rc^C9-S&-@
zA7-&m2`Owq9QCMGjSH2%WJQD1s;wPW>dv+`|3o7kP!v?f_Bf+JTq2{^?!z!}Q^GM0
zmzKY1^3Lf1AO&^myI}8N*=uw`?F++L3!Sd``ImCL;T|VSBV=tt!~S<p{r6xlzH+(G
zK!k!NHSOFVPTJXz#5`>!{@kmutQS52gxKfY>b|dSFD;a2;^c3h70e9!LP<Hv?D<Xe
z318i9uv|xL6ct8&Xk~RH#t~^8bjaiU5s&yC)-zrn@IqQ3(%1hAKt_6~eMAi1k|z2i
zO;%YLxRqgmHP93TpQ@pG?>kTL<I&ZAla7v4hw?)>&76`s#<?86H}L85k7`1^>4j=S
z^vj;@(-wh=hv$wPicW9^XCb$S9l^>fJp5vS8jrm%FVb3348%}#VF$V~%+KkYqh1F$
zJnigQt5}X*^>>R@vkU9Dnh{b>$Oz8H8UytsQX?h!ZfAiI!hXilv~#qvIh}8r>UH)w
zmO9k_J-%hH-FKfvZ%1>Ln%=DXj^>xJU_bYh-B;}I9?i}Ws4|$356)3%=)Zi^%Xf$i
zW82_$Ln={4^Cv-n4VyNFMy&jptcn^||1jbG_Eb}T$mYIjgUh6DzQuS@xvK<qaA-Cg
z%liP_O92^C;LE4HJVW8*pp9XzsQ}=h!2tI;j&&&VW#LtI4Kypx!HOG7pd-&TtLMWg
z`!IIPyhYJ+xnVgd+AHYoxh#tyenEy@)d9eVH#6H&Io(x-KUYhqG(;`1seOS0`u==3
zvBmaPZtf&D7IxMDtH$Nl?3`b(xgY|+HU8<!C5PLol}g%EIb#-vfxYM3Wk8t;J(vG6
z3S7D{XtDYrA*c)>B2tq!kQg8ej+)OmHDtl!@DrNTjN3ngxsEb@5&sQZF}mN*dL<gP
zI$TOjkuVN?Celd<gzkRkOcFMA&lu<|P@aZr+EmjIbD!u7yyIsdQU~vnfQB|Q>*nxb
zkbjo`902O^o79b_$t6Ty|J`bOuWDdVzt|k8R74onYVzP^TPvY_Xw;Y1l4(X%%IJz$
zyS^T+NGGY2xeq7AZ5QuHmiV{~!9rNL|3m<^*kZEY^X#l}xg0XT`H-}6gp3P+L`-n}
z<AID5rk#?_5dxKbJVa?aQ2yDl)xi3R;o<oU`f&x+=vkkJc5f?nbuMX*-@?=h&$+C|
zUmH8Ff?Oa453Qh|Qxl5Iylec0+`eev-c)>}n4y0g*SLx`yR{{7vAD{6|K7ZF%q+vl
zVYWU$gx0WUy4AhkdbZQETqh*lztd3w86V7SYBw{YBvZ2;<3@q5dY|r~yl)LCg8R)_
z&wpJe$#=1j&8@L_?hxPwIFB3>z4nrZX~Tt0)+_<5T_!92R6s4#NiHCgvKFeG7^$3P
zHd_uK6Q!uoWZ!)BG)lZ%az%yGFsDLFX(G3#yKtgf&}iuNe!E*eL(%v@L9S_y;jKrA
zsGxzhbF+y(0Q12?mH4{vM>BMBb!$!Zhli2+qbn=sBrfjYN?S!N!B>K=FT6l6lUeiR
zrg?a{-{6w>z5jxvnfbYg7f-tfNY(=l2pM%v$au)Oh0R2?D{b5-Oif4w<1hRD7<fgP
zNotU$teAT@WuXuk>=Dq}$J;KOH>JjKXimrL6CjG#={IZBJ&C_qZ&G^z*T!^bT>pNz
z@0B@U%3~?bvfx>$k})a1yFiKWq4!^(pfV%7!U(MTlAJZEhnf#_Fbyk{I$vDe-esPY
zmi|mv9~12DAyNJUysGNNR2C%K4S^eJQC<L#&7V4n=KW^aL$80=a_89#C<W&SZ+7sp
zwB;tyJ2~{^NPc@|a#%0moGNJTNVS->%B~{iZA*Uqj1vWrtCZdAq7wj#>qK;Z-B4i=
z*2kGpb(Q%}TG{pKsjJb}kGbLM`ij@cX0BVzXp@%6*G4h$A5lx&sA7Y!&UY;bBV0%I
z$d0`7wU)wWlrRBhlmR)2k+sXQvG3kLeh*qfu$TCS-I#h^s#4EC`wLWcyKQ?Vs^l?>
zoNos=@!2R1%(~ViV3ZgD(VhL2DC#w}8QtZa7u&qcv?4$s6+Xse_qq4+m4b#hU*h#p
zDvQr=e3Thzkl(~l))}4dQ6bw5*AH3^<RLT6jRjSCpY|$O<62t$xG9|7DNAS<p?fuE
z-?aYg-KiIMWTliuK03jbQWSKeh{f+KJvW6GBz_s*OTG*^UT-G*X(z1rlF7HP_lz&c
z8HR;B`+I3*E9yk&5O2=ie=;NU_c`k!EnbMdK&+}t@kl0g^=a}0Mf!Fmw^wBqN}g&u
z%Ua)bDNyy9C&Q2X4GoDEa<vN*@`RrkQ-ncGN04cVTr`noSDOH_x}7s^#WDwENPBq6
zxr4Hk3Qo(y3K?5*2+!7uLdUop9e@6XEEy7l_0I>kk;1^FXd>Hg5f(u13t$cLy$Nnh
z3+`RmrA$_tZ>rZk&cUop)u9}nL!x(4j^O6+&z3SixQ~dO5d?Uo&7#?%-_$ImpWMzE
z70WF@rbGmYXW1B~gzYt@4MEw>AvUpLG<Y*w;ko~tE6)y-bHHYGNIe1LAj3H2jpIwb
zrzPRMatSD2kp+d$C@;Cq$vpjO%vRpW!>#GbM*j!PKW#K#?|q^PMvWwFMpO22z1XN5
znv<UYG`o6)9LCyOej@Iv86%@;lhey#`%&KAg=n$CYkizGU(aMZ7v`oJ@5aS#Edj$7
z_<uCR1ADP9om<An!FPt5aQ>QU^OrWS(?>q8A>K?#&{Ft_;UgQAKw=t_p;&bGMfk$e
z3x~6SAdGUmJlk%gwGQ`fnLtN}MLQGPyxU&Fm>!4c_3V6kk8uy!{+$tK;#LLrdzPr1
zfWx$C`cM&@^toLcb;aa&zsjh&`wW2t%Qj4xi{2*A&lOY~0Q>KT05~w0k|LEB+z6b`
z)g>4j0~yDRxtWxovs{8uGbn;Mk5bq=D;LKE@opJKrPp0gTiIpDbnNf9Z1Rh*?N9z<
z#>`(BDH`A!8OXW#Dm_ofJ*iksK4K41cL-|w!=FN4+S>)KsQG_}-<;Ry+NSzHTh53A
z0)R5cQ7M0MdrNPpzeR;eljb+z>85(e$zwK(C4R=sdK+3qfY%ZYdjnD25{BO#=fF%|
z4geA8m*~F=Ke697_S%Pt>2WjB<9w#-{-DHgxphmwqNq5xJdJ&06YlC}&2f*t>dY0i
z{MyWA#W`&bDD1Z}-_ztC^bC_2dl+-pcr27krtBb`rA5;b^wt6N61N%MC~%FC{+HVh
zK$KQ}yN9uvd`4$CTv%D03HslyC|SQGo1mIj6u}jRPcEg0+q0v%*In=V0^Y!rKa)1o
zD$}?KmUZzN&{8QI8)sbQXHrQ+Yo2j=vgUPjz;xp~$(7lwj0^%(Gj*%H8x`|q;(QOc
zgJnMk_xXX6aB14f&;0zU6*;>!Oio_(x8@B_9)kiedZ}GqmD*S-8+Utk*Z`|iY(Q$A
z5KxK1o!Pc?_28{8zUvtz4j%X`@|W725+GCvM~q<C=^e{;G`AB=nE!*LYw>6L|GyKN
zB;AXzx%8nFxtB|>>62?Hg%~E6<TBTo`&>%5x!;PJN)keD8-|f`&BS7unPQg9j4>Ls
ze(%rkA7GF7`~7-8&+|ObIj@ps0+C{@A76dpqWs|1w1GEf)Cu>*(7rj*;w#|W7(prB
z-R3hU5&~DxXk$%epRe=RWs)8hr4^JDncTpg#em)XU{j`k?Xvlw0His+OtU;>dbWNO
z@mu7+!kod8yYrEZ-Rh!4QfdQjSLPp28DA8eTe#u%n#~qJvFZdnUCigi2fyXj`qo>x
zl=<#G+-)Qe4)ndPYH_%OzNh{;WxpOb7IiOm8qEmhuTk&)6fh0)J1(o{nkVOl_V(DA
zPD!^tacsJh>QFGG3@}dJ*DtL&0`yw7(@*kh$4c2hZ$x`;<7A_sU94)$4$a9zVZ^WY
z8TQpLv6YV;)Dk8h5Vd5WWL{lt21|rQPg@^yUx$rt;^4I>Sa2Om9(0FitRKLbcstTD
zzhCxZuW}=2`s%GdhW{sd)Ml@w_WemEy^WJ|5s2w80!=SGvWnZCqgO(E`}}$=jeM53
zCppXqw92u;7D$zC33;(<gRA*${}bKb$S|u<of5|94qqeXG<^z3K?|iv^>l@_d{J3R
z!?!4j;XibA<z^lI%;O7Sf8ujHf~*}&E``y`IeYPcLD6>o8``C(<Q0ODZ3l?f-X7X_
zWL|G1TR<$<nV-|%C9Bs%V#F=wL9^m1V$*Y=TkmibzUZD*EGzheW!M&<V8?F9{&Vc&
zJ7N92r}1UDuxL5J)wwW7tv@XEqr(-g48D*rgw9TgJ5JP7eDFJlfmLc+rXx#$ku4JT
z=irSZC~TQP=O^S%;*=Vsne0{WSZbJ{Plkjdn6M7HmwwJ|RP)f6hW))puf?y-9{qh~
zzhK3skMvVzcoN}X{I)*@Mn#NZ`O?7VoiAlu_fq_>UJm_U%d4xpQlCWnAs3`WJMU$s
zSXD~-inb|B<HK~0P9&w9sfU0BG2z#8K1^jm2_1V)xUX+_Yoi(*68`hT1^@9Zz1}LP
zepoDW_2P$#o~U8hTHPL75rZ-8^s@ZEuP@OW3Xl5~E2MHmEQVz@`hR{1YYl?B;Wh{Z
zOXE=G_DfWnI|T_-=5jWyivCr&XyhRFCFuMc6Juo=fj%Jt+NWMusK-g1u!v+`{^#{+
zZ!dW<YHv`Utv$H}C_fqTdB4W~f<AB7X}cg@ke$G^_=ET$MJDWV{h#TBksvQUVk{%6
zPfpBX^7sQ;J-65DfpZWDPIfhgq$_QH+sc)2Ivz2mvbkGiwYp2?DNXt9!GZ0tdvvzE
z+VGE(qGZt=@?X$ZdHF?B2RfGc)oH+2_%i5c6ugZg?IiOE^Q++BcO2xJD(m--`_kgn
zPyrnJp91;z*_;o%{8y~SlDGtqEXTIYzS=WNAo~^Y+Pv7Dbb5I9RYTh_zm{<2CiV)c
zsU41E(}Ej)eHs8P$=fj;u))~P7<^(a#qTw28mHxBL-V>eLQ5_tOGr=1gR{dk@Hy#>
zBu7>xiR_d>34ljVuCiiVl;7$(006rdSU|jAba|ASUFLP4L7yfLeTP5<`{`l&C=T(^
zdy~5<!}9Wq=rzNZIic9if6^}7)!MnKFq&$svgyyK-<Kf)wQ$_dKe^8qEKK6@&p_Fh
zLTnM@wFp?b(c6!EE8*LzVX+K^u1p8@g;)9hzaUuxjvl)S^BcTl1N`&lRqo<QtDc0j
z<y^i**RA459~6>1dEGS{sLh-3`qeW@-7(%tDJ6EEW-)s!55L-H^V_yZ0`3=77q2!x
zh2c1qP2Me=dmg_}zRWX@&D!wQQyh7z9ir7|tTt28_NG~tIi0S4H!BBcm}(-AsYV|O
zwbfVAPY9(fV20X{+e}_PwY&##B!>Wzz>@vVs{iGkz3mxRW@gd{P8Iwx_j+Djdlq`r
zxs-n{_@x-VCGeCaV?VUSmioa4uSnnXs~mG{s&5=C(YjttsNO-sDzEFwt0Z=&w`o4?
z-~Yz|Fty3Q70Zm)`WQe@71xH(d{n=als|0&5={Q6F2J=t;Qn~CEsnnn3jnm}*-rF&
z7u{OBW!&QS!wYS`4-B%uCeNKM63Qr$*Kfc~cHK*H{D#yP)LuO@pEk{#(AAZf;LM7h
zVw_fvB|-zXBZ8=BBVyxhv}-T8Sla*_y<vKb>4R%$Jax`YUz54&%IVytS^#MhsN_&b
z>>guSmy5pVY{^ZvWRdeh-Wgw;&P~POf-!@Pget#tbSWLxYdd?!`UpyOmgO6zd0y8T
zZNC{~y7b}|k8JBBV7c^{122^S$ME0pb5p=Umv~@~P87Z~i#}-(KH_Ix=+sfm08(Vs
zutl($_VS12c@HT-wNGV}%4*FAeWv!E5B%WvT7Y;ZoOB+fw_2L4slwHNbrUUqvLR^<
z8`u4MexH*;riGr+EnBPg02?p%m@=&YH=*z^sBhEtKNS!X*8Gm3D%uf=buzx701t|Z
z5a`9;g?K03%dHny9Q3>@u9f)p>Tq1*VR-|=4E!x=xdLy3xJAdFd;+%BesthnGhjp9
z3n00DyrYqO6M(l0N7IFAF!z|9L$rv>ew<WW)9r?EWmV#HTanI9v6hvv!wQACggyQ)
ztu~&Mu$3J&T5=__X^ON%;E>-xhN(!&+_$O#MReXs$`+XuNC`(D0xFBlV(zLaQRmo6
z3VkWOiJ;yq{fxiZFAoJ2qz7rMG5Ran3pm2y6%Gw}Hp)BPlX2}WD#e|Lrcvx~RvTpS
zkfh#Rg?s`$Zsfzolh0R!5aE3)n_Ys_5E%<DwaJq2vYJojxCA2xtD2VMf$3+s{0(%a
zNBia%VfzCY5A>+N1CndfRwtKJ6>Ds4JKU`<9DCYtUquW4G=J>Tj@JX`^ILc;*25Bh
z7IIG&P*7a@`ricOy;*n5LqAj7YOSU%G3E(G2484fd{|nfD#6)T;Q1bXaPCY)9#I&y
zAF$Lt?uja^a*P40YBhghzODM~QcEizaEbOqOU<IvN*#P*KL>xBxt^CKMlt+6!c$U*
z?N2SKQXi>GsLndH9AdMPtPVTd@R6q{KNhzV@_AM33`b^1zS@7{%{BN&O!e<e*DZ<O
zAaw(X&QP}SDmqV&A>q{xNrAsHeeHFCXc-vSqTDC*yfT{qTYmM|V^w(UGTSfUckWxx
z)bK9zOW+DHnoh;dwC0Y>YUG~kAE^169NJRf$>|H+G`zDnJLYfkLX$;JjXM%1{%=aC
z#Hxq~Xy<TSStXN;bOg$JZN%iIYUDDUaCq>|b<YjZp^Tz{=Fcc^#sc`0!tCtBd*A1$
zEGF~S<3lP-<xYVhGM#m|dnLBK2N&?9>JB#}`VeBi$(@-uXhy5$$qw#J3_X~<C+B^r
zSxE;ZF8OqKQfOZ{<u_OR^C<^~S-9OQD!vP&(KquhJXt+V%j(MJ%vAi8vGV0biGd5d
zt!B6;V2uTMaS5~pc<}8(zjMk3fgO@2p7G*l;mKcolLlpkuRE)Ai*nG6J$LE^5hUl8
zGZ=#aU6^_>0x)m2OQi%%x?Qc-!pyPITZ?;<K<8rwsA!)zKW_0s*!h)1cz>W~`D?JG
z9OBpY9;<oigHfB0;`5>+zXwiylIVB!@~_jKlUq~wpJO%R`S@zAJ=|ytA8r;JUQa@j
zBle<S_4?TlbS2!3d~aAJ!M~W5-ZJm~aNl20K26oyS2@oy5XGFURRnoS5I+kL!yz*)
zeP%3^1j7vMk(IZ-C!vPM)zyE>YTEZ6T+$VLV{-GQ+l$Q7C<B?<O|ZNkWQX`Eaj@l9
zdh|e|Ms~Z11Q=;=GS683g~ch~3b;>(T_VRvxXd`l<>xqtj{XNTns%Wht?v!ENiXvH
zr=Oi7CHJF~I;GVOBWK0tt?8?25>GOP=y`VXiXoEVlD6>gCj)&2^@2~vKiu6++gi<O
z$2x|_ReV5K=tBp0b^+lZxzg)?=Ak!`j6A1|A_EkIu8{I)PEg1bd0tECoMuaxsEJrv
z;=SxBhL9jBA!>F!d%+35jF@L7v=@(8ZjCISRru=r7HHSOwAJyP^PhPGgDKzF^m<)A
z9zwSIz|Wf?H~3INeBwcgE_ZW1V@DABVHe}Mog2UuRkzEpZMhOz|8@YUoUqRG^9s_`
zNC(V_N68tTYvS>SN)eB=zX%C;!ZM}5MFF;jq+aP*K_X))IC^oJ9*ij<S2-?(+J0sO
zn%M-Kw=L7nT<3HXgMH@4Sv_{Q`;3|t3)ri!5Y>%DVPOj<2`$qs)AChCz9XNfv)dkN
z{nHU|4qFDCp*!!@ZH0P6&CXbRvt#(OsahznlRk6ap6^cH%W0~^9O&;d#Ba$Pc2y#R
zs1dxeP0lD)r<mnwKf3!DWVcyoYc~@lAL4#HQhbFWDVK5eNAi^tm!|KDw(3#+%uMht
zQbxDLrN)@{V8k|adD5?PbjZIz%{0fn36=4*Q}SYn1?2efbqVmM5y!`~OCevEn_Q=K
zS{`Ez3ZGbuDys%ghY=r;<oM6DQn9Cij2+n8jSVTTciKRR$y7O(m3zco(BOFbG`+!b
zGBj0x+)Tp3Bc$!2F2DST;ArE5|K2vYoZi~8=eF74`j+4E7t~wMJC-}XTe4UGC5;+p
z<ht3%@Krea7`zBCWp~Mi*qVMRRg}Xdlp9Sa+E@iy=j%gxqwF!i1S~Dci!Wex-Qj*F
zR^*~XQO#9Pbqm-}8sJPNm*u1W$t;%u2{bElbOmJ*Ih2W!1YaK@nqhNhi8Z(~v#6sq
zg>*To-CB}UNndYjo!?06)lanrudf;TWBxt-U6t1MCVAf1527xikgnHbW;rW5N(^wL
zEdZc1aHho9J$;op9=zkU+luULfvzxC&tH58-`{}SKcPl7kbQZ?WH!=PDbi##=w~wF
zq6rb92C0R=i&(jm)iu0Tw)}_2Ua%XTQoLVG*`TfAI7<U?ah678oluZ+Q!cuqCq%bj
zLAIbOG#^6zRPpqm`pm0$xKaJr@1bT>^7<G6#7tH(FDNQ&Papz?N+9w#e_jP>Z7?#G
zkmZ2=n0%kz9eQpnQ1JWw>?$Rl$LxooevvNZ7(ulmuY||vd5QasU!ZDl?ETV60#e(2
zYVubaUs$ivSv56V7pfLVfWHJNOQ3$S_8QTlkLA){C)VGy69gk{L%<;i<g?iSYoK4C
z)kUUsvUj~yP$(v&d@%DG$XvME(oeP6&~PEIB>qzS%6RKU5e#Tq<Yj`Ljp)bng^Nqn
zyRWYHN=m&%c0Nrox{VP=95mDM{Mf=Jaw3T04#}T>wk*XLq}UbZg-4P*$Up!FbPKNX
zKTmqci=9bi!TY^|wEv~U!Ya|4xLeK1x1LFbnWk<U0FVi_EPFOHBiBRo2uMg9#AuQG
zFg#e&p3;cM#^E<NMi=*%)P@uXHm8h%U2E+h<29*Od$tK>L0j0ttwmPHGzR#Q*NEa$
z#-EjDK0o)qjlHCQ4fW`bn9*(i@IYruT8q4dWa-Efv$hyh6&uJ|Tn||NfI|-N@Tw`b
zc_))_U)vMl1I|%&++&~KIGvZ}IAXi7D22^y^6olwO?CL9(OqTlBX+KFZ60|+`fyo1
z0=pB#qQh0-jgceD#s5uwl5p>vY~k;k5=UOoAKkvwbD&SATyGn^deq5XdMNQ-5*`&i
z7jnNx*h1(6wM##7cdjVMrr(;#$KgsM+Nm5)$ua<SYViTGN2`uXsZ-G?EUThx4r3y}
zX!YDhJ(6L3;eMca3{uV22|fSg4rQFoWp1ys#s?!ecgO)bf$Uf5Jr1`&&7brD-we+@
zc&~Z*rg<GmR!f!I>8lSG6gt{#n;53gcs|o_ou_}cysRuCA2G^*zU=5b^<M|rdtmdw
zmtBV*|Hi-cFaq`H&WDvtZg(x-u9W_ER9zf=Ff*Fc=bE}Zrx5-`qSsWJ;|P67_?HZy
zn=FqHED8WC19MUBGLLUJWj0gP;sZu+8b<Z&*M~%PdYJ6XLHX(z6n~S5`2a@Ts0zhg
zS!J9n>?kR~6u4|gQaQBBXy9ut;Vf3J-c8FZ4U`_xfy;rkdGj(adq(Gy($&oe1TO|g
z)+y9Xqi1Vo!qgAUJvIf~<;MQ1jTlOJMjNY!73VdMIMZzQPXcj)#=w{s*8cwfhIpt#
z(S)q}98ypYwW;WPo2R5Hcpp{op&Wfz?(oad!~ue~u6&+B2tLfn{vhIcYb$MjJf8y%
zW<4l^D_&%hb{2z&hfVL^IVmXbdy{G{%s?fE2@uVU#{|i`&rEJ=?A9f|6T5I-@xt;z
z9*EHjVMrCgJ%NOQ>QOfqE*4A3USA+o6NZNw)tmOFl9NOc$+(=(DQoW?K>{e*=oU%h
zgOjXYZ@%Dc+-s1<T&=u58NvX0B@K*fM3Rvuc4nB2hT9o7`Og7gGc_jQZA%3tt&wH!
zRxTNMI1qEiTeiQw@{#gJg$CCgaj~+`Nl%u_wHv|^Xnf`a4je{U*yZ>SFsmpth%l@+
z(9PhK{=)Tde?dAb8{%k&K{!p<@QI?}lJZq8%PzOH36QP&Y3}jP-!X`)2q|FbcLJ#T
zpt6Jl=HcjfZ-MNd<+Z)w0Qbdaed|MbGXX|qOkVHyC#?*dwy>*}yQ$#q&_qNC_<j5p
zk1gK$2nQBzmC&}$MD9k1tI(8B5^C`~8%^J<^Xx@G^n^(z9<~joC}NN=3=ba)RLY-{
z0<HHp_r#0a89vi{M?pAZcMS8l2=F4D+1`(xrV#*XGk#x>&@u~8+YOtGQkeHhq6j6M
zt!%Kj&J~XTx_&c;EpBJPR5)COVk3>ajIbM2c>P!)H#ic1uCy%s1YiZKW&%Qp3VY96
zg_m^$n<WFii@RdIimUqF!=iPojC~_+Kk5Ei5=13vTmIG;wzpvD8K6Xi^RP_~gzB2P
zKWCAOA~f#_dO3&AzpgUl75C0dD&-ig#=`hZIY@9gBxdz;Xf-r=@QnV|uKt~U>QVY(
z<zRFQ22>FlGsxJm*_+wH1vymDv79v9|AKyQ^ELrpM)J4G6Pl}mX?+vE`t=}Uc&E>9
zrR7R_W|(*m^omv@A2!rnA6KrcWFr0PiZ>b+67{vIx(Ew=QCpidc6mI+UOWKlR=bm+
zqg6Q3hN{0HbnHgpoSxi1P3l^?5JOJ=-uAQ6T^Wa*N46%W8i@k#ujGS;cEpX3=j4+k
zr*;t3y+QZ3@$|Wc|JwI5OY4+o%Y7fy@>uOr?bKo88QCbDtC+5#mP?ht^VOS60{Uh%
zT)jX6-Zc<ves#s}pOlfB5=KNVT&iO*->~3fI1pS_&e@KUMEbxdeDwIsD4jua3F{Ds
zI|0NZx}^3yyPfuPq$WmBhum51?~Y)R^yXzw*S~PBY5+*<R>J<1XXCvK$8z5TWkhY6
zL5>gO4?xdP&$FxXAnc6AJR4B-ZQvB;##`#9r{BJuv_<$X*bAF~lG|rq!84l~u-Q;y
zMI>xHl56V6rltnS3w~wivH{5~-06Msw}{8-<lUBeEp0)KPI>v=3CUhbFI09jWmoys
zuq71qX||3SVr#gbE;4Ng`Q>ovxQlAR25u1^F?P1J{`NN(@R*H%b|5s2h>`30q5?7>
z+wY)!0gbN+pLJ6?QpIq7s!K9gdU8o%cd~O%-jDZePPlQWt;op^HdaO&m?^~1Oh0Mj
zw>$AJ6ONzmN2<SPqim;>H4)mH>d{0qbIDoMsjm-ZCmYnnPWb3VM@tGyDxfe$4a<OI
z^}v><9}L0e@R(&ES@09C$37GQ1}dJ^14hR;Z}-P$cK!4<LX;Sgx>H<UGYj7S6m#u$
zYt><uliGRxKApGlf*6f17Vlb(S;P*Zt!A@>Q1YvmUOVZpq&&q2$o@aR+Y#fu37n?-
z{+m@Y*72m~%<1jjp`I{tbMu;tOL~%h9{UPJDa26B>nxJrGKN}bd5`|^9qTQ@4tg0#
zC~}DKdC*nHgac50mRUY{t&l%lJb8`%tut@86Uep=k>Gu`OAyx1-`Cm~r>~R$QNW}-
zv~xBmUy*ibJ5_h{vh_jb8sFvZnweS~hdud$jymxS00JeI&)}(S>wAjg&!H$#8#V-5
z(PKvg{RN$x!*He!i_V0JW}8c0C0a846j3QZ7?SgdlOIDa7r!0Hy9^Jg0Sg@~+An%M
z#CQ1;8NlK+QkD7Xy@G${QggE&bHfhP<RNSgjJT$VppYo5pc7Xla`*YyrcNW+AWr=1
zQWO^~!$4IB)$feEFHh|nEB={ek{W(INqgHd$|scl4l$mrUscI`7oKO|trxl6W3J#G
zG3X0k-FYN?kfZ<P^XJh+6uZ?7Ne>MYdMDN^$>lG|``6jh7YKr#eu7RsUvb@iK~3{>
z^#Y-m4c)?)zx)gG!K;!^olMz>x3x7lF?R)4A*B+Xy*1a?!tZ85gGw+dXxY^qbWGe#
zOE*MpK4357McBeta0i9ez5^@V#kZJ;t1;vL@#n~I@4!~cn-sgV|BJ);>xWpc>MAM<
ztuCU0-N28~MI7bLpMy0wCZT?&*@#PM8U3{wjvlx{JVXFF5!JL63|D0`@B}w#JhZie
zeqWXnCDc@jT?OjRV7-B<is}usqSJ4aE1Pv!uRWZF_eiBZwbW(MoVFgUpFs6}(m%yD
zeMGdB!Mp-zyjPE^;(z{%CCd{yHG3qthZ`-2pN5UqVl!wozA&NSb|=~9zK@UxLGghy
z&v{t4*ERj6+z~sg9V6LEr?1D)dz1Qa_dD3fa5}*$8v-cbvrz_ggQBB^v;2U{sqN8i
zu8RCyyfKc=Y_H@u?rxGe6WsQP<d-2W^zcVQf@$xLcK)`zwS5&53cHapDf{&pL`wB^
zh^D%HVknSGqbo-31Vv1BmCZN(!eF2^I~)YpeSGp+s5nfq>^jgS{(``ptFJb+{A$lx
z)tYpk7y1i2Dle(me<nQV$Gnb0Nd@v}rU9%~?qQE@h~SxCh2x|e0ppv+t;d|NyG1T<
zl`h~G7FhvgWc^3-5s!xnB%C>&9~)0@VN?8mzEDc~1k|nSM!_XJkIvb7k5BwFB_HPY
zGI`K{D)>YMYGq#a@YR&8X|c^+itBpMoqCt4uap{GM#**~b;nt)?qR_Z5BWw8z@fVt
zA>6dNZjGY@mJWKJ(LyO`j7fjj_B<s0niFX>p^ty@CU`55I3ZOK6!K+%ue<oHIeS>(
zVf0x?j*A;C2w%Oq7*s`V;(CtoKlv;oj|2XuO`Dat&Z*ez*-k>j_ZC1=ZWC0@0sSJq
z<!npWUmZC)TMp}1z3fGH&9(DVmI_`eC=l|A#9W>PH|bsdjce}P&_J>qvldaF^TKlK
zkkd|AK{@h2odN9HLd(NNCuKTLh}V2yF+>Qp-sj_P2~LjE^WWLGvE{pdsLkGZQn5SL
zhy6<d?Y&Qg)hWqJ`o1~53qF1}`kIXz4)$U#8@JcmdcDed3l^(1$d@AT&{{TF6IAcr
zXKd^*0mJz|iCHFBn*m9D7aJSF=(LHPF+T*?S)G2o*B=<xT@&MDd&SrAus`r!;-as)
zCG2APoAV`Z4w!EvzAuFvD}f%Uw!HIWjb0z&;5d-DPvbt=AEj!j>tK+Q@oJrXaychX
zYFq{SRAj=)fr0|P-UOrf^@0ssBm2FZOXeeiacfaKCbEeI2#TozNM@WAf#pQo3m^=S
z!1@fHa1%_@e`b73$-cwBlY!s;#`pS@OfI)s8+OEb8VzlnA$I-9G`rf@6G}GhT4-^!
zdzQL}SS~Llz0Z$TXmN?dVvA*`?)o`bzF=*T*|6l82hoA~X>vkml&+l@|H4qnJ%rK9
zI;Ay{7|JHUC3I6A^-f4R-WM`YjKs8MPlC~kupq6%ejnWrUsbJnxY2P+b(13rs=RUi
zcij&e66^_wMs~B)**&)~P}g;@-b^k%!N*{0P>n#_Iyq%IOQ}En>V7Xux>U^Wn<Z~p
z!7EdbxZj&SH8NIhu=9Jo!{r>S)z5!6x9M)Hji16_(7TTKHYUmI$x+6=LrvDcVn!Y!
zH+<7Od$fl2`nrZ9avmI84ZfliS4_0f?V8W}!JP75jq(&X(|ELY8<9eT^;aiwB1<;P
zygzPkedi)!#e8PWV(%WhPvA_<k&_m)NBh9FZY6f=^N_+tg^?EuMPtsN?&e8b>K92H
zw{?T%7YxBC!#@AWEpln+(417E+>P@CcD3zI*=ke3zF=pUx6<<XQO)$>i;O>JBiXM}
zsJTS5aCB;5{LGaLmwM^>1}w#cll6Bw;PQ1}`FvgFuU-&?8uaBU8m1kawsRIc(jE&1
z#+7ke24=7zAf#@~;T{?;_})Z?l6=?q!6N1IsO9@l!L5A<Wo~%S9>;wks_#Q1>(X@(
zW;FO+01Av#>n^o6a?{=q`;NNn7Qx2@XW5=bxU6t-P!48h(#9d0&LP6lAx5*tGd<+3
zxT4aH6ADG4{bzE04Se4p2o!HQ(0geQ)o~E$EGn0F+qNtfPgS29Q%VDJok)D~a$^Pg
zL*LbABmyBI?TyBxJ$8oXfg8}^_l>t+X`i?*(9l@<Sgy`cSD-cKn7BsvWMFPd4y9jz
zd*oc9TjAolWnfuIt|4T2iC<S5ln*<Rsd;Cgj>lt0dTDxS|H&#96qXI)p(NBq?-YNe
zg5)+D#oLZt+4ph3-HesBZ!q4vrZ9{!atZBaRoMU=?=cb)y^8{huZL+;SEr&7uX7El
z8v1$!-f4V6R?#){G>xuESH_qNK|JDGdNeHcw~&z;FrFxxV$EKGHI4xya)Q}?xUT6y
zg~Sx%{La2`8rCePuw$I2y(O@fEWy-MfMhM>MSEHMu1fDe`snr8Hfb#;dbu&CBj2XX
zeMEA%DDb{%m#~N(J}dohB$G^FICc;zYtk<?xKF{6VaN3Z4e|}m!}R>0n*YREBVlnx
zEO_BaD+8JrDt|!p9l`t}5)%G>&92rzXK<#{A^h>r(B?=(U<~;(yV*&Mu}5999!W4>
zyNw+(jAvT?m(xkx`Tne~Ak8XILRK{)5E9B|NPY!uvr|q9UjwT?3`1mIb7a+|UqrrD
z4x*lp4-S~xDUWCv@oS=zzrBbuVEETj9~)GFX2baj?@N*iiaU*9ujnV!$I;=a^pvuH
zz0TgJ1%K{;7^6VyAnx^;e2v6@H#dl*wjZvxsu_igdQ)-!sMVzqqyc6ouRv*@WXB!}
zSmKOLJ|tgvs*}ncOsi2(aPUHlM;Syc?)-R8iOlYD2r<3T*Y6&)o|9BUpE$KJW;{;e
z;c3>@-)sJ*Bm_x7c(2j3vFrR$+nY;XqWBV4QlsoQ#3F6yhs%~tKsmsSS6?ESZz#i4
z^IcnR4(6~o(1)+t!7ks3k_>KZxfvzBvDo`F#niE&mR8*g1L6$k6CU{#EKEs2);A(I
z7wupgksikrofBNwX-m3B)cB=SFU(2&{e&8p?d-UmFNjyorYChWGLRd~wzvMN-~ZyG
z_|IHoC>a%|%lhrl^iwEmjX}7y8zP5Sg|!4)Og)Zg;XlZfRI84&yW|i4cqqi+$fw+;
z`se&-(ZDYy(1z1i#WkIu^}E|bv+`F@)Eb28iyff4SWbrG7xZ(3Ryt=Bk@%Eh*UkBq
zVb!g6G7vKs#0tjyMgY58HcWqI;JBG-=Dt*iz<n(s1}KgS#HR^1Kb)GV_;l)c=AD0j
zzN)v70Hq3IV=@YWFosJAdoppHRW%0l!M1;V3BX&}`0|>|hO<)5TMvrn&lLEyrpOsn
zcFg?wo3>gcJ-v$eX}R=AMW4PXtwnhatal4fiR&6)khUr|QpUqrtnHmD7ii7vf`5VM
zj{Lc2Ps#fSUpbU0VfC@|d}PlW;$CY=q-HJeKxjsRmgT{!6P~v^g0xp9=TAAvzy6Ft
zx)v`(6=RnHkW*XON^8X~!P$I*H8-%)NeO$H2%V3!Y|ePK=42p{+)ejN`T>bhItR;b
zn19W6U4uRVfLf_kYD}h7^I3XX0FBKix94Xd;vFl$TrMjqSw;?)Uxx>>oO41U6+z)Z
zascUSvv`c!AhRhqDet5nOy!yt)IWZ2LIR|HbvRHX&}(-R6nf`ZEz)?vX`_h~Uz}fM
z?NGz~uWKR;fhdC84w)-H_s=FNcP+P=$V=-f>CVG@9fUtx9{ibaLocFd<=Ha7T6O5}
zjj0UZe1=J2li`G+<#HQpb*%o>N>MuuAhkLI7H&I;R^Aa4=+f(wmAjR#h4y)}+Zo<m
z?ebt-qyNtIUC1#LVN<C?i_Z>#Q9mtKFN7POB_Ug<5F=E0dt*D(EgHrl@J_R@TYPUY
zt4KBJJL>$D7_txIn=B>$$DW`LBE1qz#7I8>0L=TT^1vFCk&}hf14o@`95G(L1K9IR
z5tF|&UH}|wEzhXKWijAN-D`>rIrP!Z>Q7);0bMTSs&4OXA`mb9;&9KMldeG8ut2s+
zXWws2*L4(IQ~YcI5M7`QC0V)!&-C}@)@%arPH>0$uyAzi{k^@(p6?p?2X5VoMraSP
zq`ba`Ugza7Thz6XmNUac$>Ot7(xExSiUBCW9NVQ*_!7ZJmhMfNTrO*0q)!2~(l*z5
zqEtae>YqfarPNh}ARxc5Mgq7BL=ZKnqkxlg18H0k+xJ*5%+Or_6FwYc{ZLo0oK-Fj
zG@em1f2JL%(D~!C{{Uk)6}I3DcbX6YZP1g=B`?NiTg<&)73s0{-y~>wGD5;!U*E(x
zpflWm$9Riv-!x6w3ECzsm63*R3!8XkYeSgba_|Q4Ikdy~%*#_!!-@!Sr0$t#J+|?7
z5(l&Vm@nXF196=Yrkpe}fn|`=Cjr=g=FeBemjj=10^IoIa;%Dis(Z=!Aa9$y<ZyQy
zC#x*jU5O3~T231N29|#<(GBu<Y`UnU6i3t)o}Nd?wMgjcKe^r4DJkcp-9!i4d8ZR$
zerHC7`kq7wM#jN4WR}}Y%aqSmhX#t+p;@GK6R_l8kZ<N;Vb6Dcpfk8npj4v8jz*6b
z>iir?a6`}xx3FAWFtxkw7p;w1KR1Phscr0bgfQ>J2ZmbG5moyD&2pa*hoi7&Csnb$
z`}uJg55Am{>(v~*S~qMo4HAij2hTUM^BTG3K||FonKU2@47!7tyX&x}q_|pd0rIYs
zgTNJ28U?1e6cs$3Ph5)1O@4I5nJn5XxB&2eiix^H0{yf6_ABvI<%<tl-d1)DKrOp^
z`vErB$#Y-Dtql+6^nsq0BO?7^LBpgfeEKh=sKNLjH!2*30LoD@EWPuXp@47;3$WK2
zUgmTZ^9K>zHGr;*L&252$v>liU{KE0S2Fk|Dmhl%T#s|Ev90*aeyI}~xj_`1{-;t=
zjm#MFH?~G=m#kcChW{lTgw?OMLam#E?&qlj#G4CjXVu#vR$wvFqUYK+D>)oJxA$@0
z7qZxR&dkxw$5>rVGm>7AQSf2#XyR!_lx(Z?_^=H?RK`-Smlat5&iPcpq3`*xct^uI
zdIm>xvdBv@$H1;wrCrn0hj3t2TvCQ;)QW^hc-Ax|qN)SS<l@SUDb%u9<p-pH!>Ry4
z!_%P^4%`JDj1WR7623G17#()o4Nfi-$DCBi54ea!oe)$;J5g^b<iJ<uD(8d}ok{<;
z7W?*^qU-tpapT<O@2|bSJ)PJPkxR+8=$cK8LH`B)c7O6Bb;f2wIa@?X5T7r>WMWJ>
zeG->;*iCdw^%&kiua$Md?={nh0EEjyB?l!PZfzI`dg(s}aUcS0H3>%gD>)Z-k7gJ+
zEULH8@M)*smQ0H1PPkfoJS}{zqc(rbvAN~HOiR+>^*ZxGWr?ZigHI`sASgNMp1WuM
zf;!9%1VVFucx=j{A{Ev*Wlc4HUyX#GEvNEYqg}{^2~NY)c^0ySv4=p0T3N*P2<|6^
za<!8+l2C#e?d-z_sEn(QE{0z;!l2pW!dDf6%P0DJqBr%1V-}!%j1#4!jp{%m7yQfx
zd|GTKd5!b%)Hxq8!($(B2vc-N2AY+Z&|)a;KliV^_dl2QVM<l9@)BM@)~v<QJ2JER
zG1T%7>J|>EOf`<!9_?%bczHWsE3)W5LNO~fOaqlfQ0_Efu+%$=!t1ExS@1VXZ>+WN
z2#mdWD2P>$$*_IW1Q`c7Xq%X74z`tIS?%5X8?b{0k5Z4Cn1pH1rr}f0%LNK)W}4r;
zk_?z7dPraU;h%wU)$UNK0)4$ewD^;SVWHzhJIN|ML2VgcGV^g~6Mk9o9l8uit9Te0
zZ-2f9DiIhW9wx4X0JK4s=#ZFXk*bUX)5j0x3*{*)W_M-^^!F)~z=@XN=W4OeNSkOC
z>Dqce+cEd``RWc>A&y$h)6+@aY>r5Ck&1o7X71}Z?9w~ynXY|*>B?gvnLj>4zLE}P
zl{TH9vj20nU{~{6PxdwCrJiv(_-gVgBlJ4g#NGNR+C$v+y1T`B(g@ypYZ9Q$og#*+
z(qGgbw6WQ+F1Ld%^8e?$Ui*YE*U_=Q&~WbcuGE*)$6PgY9zhd(51|-RA??T~sH4wk
z>3_1|vyVnOq!Zy#?mFDTk@kt{*^Bw`c<1=Goo-jPyedG~l~*&_!6e^^hf8;+as0+*
zuB?TKb;GZ723We1rDT_nyu|#Pd0evoo#pypGZ)@mP{F@>;C|%ezN{82UbEmMgG^!Y
zn?nsj7v5v{F7D|#jxQH#$Bl$qzW~-P<0Ykg5p@>-N+z8}YuFxu(4i1ai_p)En<pST
zml6G{wj;^C0-2{=(J~+jk1#38u6d5om`*^=Fq^Yj71MqhpV3pG^#9s2@z$B`db5C@
zf!7VExX5wg*^)d<j$#1Tgo}@u0;VUm{nA%$=q6P3;ey9R0kEF|M^WZwS%k_C4XI5c
z49~>6Xa$&&HR%A@BQ%Zvz8~m0VQjRrnr1RRa3@4$mTso5pV|v4qp5}c+)6b6CZT%z
zOm3Y!$oK-dZmE3XpOP;u0%MBI8Y&&-4PQq_Sh*1Zbq(!}d4T@WjT?923P_pwow&{n
zkHhfy)t6wZk?NjWX`M$p^SkC27z?YWDVdh~FRJt&(y&ApDL!Z9asYc$)%jfY9@1{T
zz4f1>Zia90%iRL0r?T2BnUN*1l3KSva|`>ryX%U?Qi6VohNIM1Vt!`Xxe7ExLi|6z
zWh&x+Pjz&-Z;jX6OoodR$K4$X?=h{=v6vGbM1`yn1Q<SzqPxCcGK&_w!s#N0jor5x
z{#LmUe$IdqIXy4tRU>I4o7j`EvOC?n^%r#6r=x<Z%$c`y{4osB9c1?fUuB6*w6+2D
z%WVGC0V8w;F`TMJL_BEo|7PicI<?!ZnAR&#JCtc2^3C|g$*`QU1ehT~3Q5UuNQeMB
z4Ahy^^sWD-*Fa9^q1^K=N_z5wU`X>ESdJlOt5y_#ZtVViaT#=>U!ej_28V7M>$vr#
z2f1wm6mJ9>=gzC#4sspn4?r%_=)w6^G4^|H2Wnj&cGW|e_A)PF0+cf0kq_jr4BU%A
z?ca|$tdS5-y|Xd=;a15OA~dBV2iM&Sqyv?3B$n}~hIcl1cjEUh4tSoCfvAdB=*po3
zr?lr2O=iW8iAb^%#|N01@IDX^pQt-~Lg;vxguKz8+5K<y17w#d32LjZ_`8=V!0#Bt
zwo-rJ3J5tJz<Tgw|Df2aU`XJW<gJPIJji@u6MgpFSlpVhKp_3jp_Zk{6|UW_t}YSl
z=M9$8301J`54P$N?i&_>zjiO4MRu?3d6>0otS>0f8#=QT<}Egjj{g;6PEJo{_l~7#
zrJfl)<CW=pEK1(syq*NBQ&%ZGmXI;Lju=<nEw9N&W!wJOc^H41#_31%J3G%1o-9yM
z+2#YbcOdf-+&+e=e>XILO2oNH4$j{OeURpM^@xk&Bn%v|xwRx-O)U^S*RIM}82!^u
z4*+Hk6@DxSAJZ<Xcu2-M<^6ZFxnAX_W=Vydl#;+Kq7p6tZt8tscTHxd#IY-!*;Iw~
zbW5RGQ71pYRvu7>#e>`L-2PMcmIe*pLw3dlm;YO=h&8CV)>vo%=-xBw7zWylEXhh6
zyYj{BV7ut!DT%)3RqK5s08wyQj(%4#J;lnhtbsI7Y65cg$WhFMAZOeVAZJ$_s?Cm<
zX)-8nREL)?c=A5X`Q1zUk=`aq`6T45ktgb^iB-Q*Z1$r|C<|3<;MIVr%z?KUO5t}$
z5l*~Tc1HlrtRQ$9_9vLopKH+2I47%CBd!aXYwj^>fnc`1QAr!9$Gzg>mbX7=+lFbS
z9~PAMtNveO?1R=VELF-)YE=8S3vu^9Su>$F>w4+=-MfK?KhQ^qO%E_qrZ-vX{)|cD
zorvF8#Jp3otr!YNLiG9+6R&)(xB3f;*>vIH@R8M9ZmTIaG|rx(aar63`k0yBZ9Jy5
z!f0+oh7;T`cqkQg#Fo@tE2lw>(od8xpMkKIN-%^BI(`-JeBH&eX%PNjZa@iA$=xOY
zB0{H1qknsOJ4)IZ0vRh&q&v-Mf1tNOk|R-bDT$$Eh;L$u;m57rou&=D*xKj2Q@>RJ
z*3l6VLsD2umxBAxI@BM=d1Wxjgt^<?i<RmU`?R)&^;3Ei()xyP*suNt^|xQ%Tx5qX
z?|&BtEJUmL($CYIJ2$M*>JqL;G(nzvT|((GF$*8DF&h{=1K?nN@rC?P@6N**C|@#e
ze3081)8xHLLoTy{&84G{=e4j>-6`8q^_aEry^;PNt?BT4WR|j;{Z*&m;S=)-VB@_Q
zZG=DVeY*kmV{NImH8j_?3b>I+O=~+Inz?khKEtcm&>Rf$BAtYnis8)%d!;oE`xrZs
zJa~WEeJrmfACumHcFb*ZMWOXSHT~L!PZxK$_4n(icm&C6D4g#CLN%VG6k@-pdVFb!
zkW(KvHHQdhAFk1x%Xx0o{GP)4qmLu|E@5$(o2)J{_uzX8_aA0{d>~9ud+w2g3QfX;
zCs6YY3CRE2>RRjMLHUE~uHIhhNRSpO{lW?-9x3HU8FIr@DP<IdTM37<vvK~?Kc<~N
zISad0nU!H8;ARE2!IWf;3C|zTI;m|;38$$8{j0hFGTfBpJwAIfVwAk$KN`tZ;NY=U
zcSt~%#qt{aLffI17qcBA3f>$??ll3-fjKm<_x*LZsZ%E6C!f)8V(|5cC3sOR8^w30
zv$>J+jdnFydza};F@$B)7beVHE`HP04598gn|Z(sgP9lC@PWU21FEc$^9^yGovkxK
ztm=UU#~-WKI_w~w#+G&(Te6D~z?**X{I+?E^JJu|L~%E0-z3r87778hvXF&k^KQ%h
zryeC5iTkfgDlpJu=T{PLYCSItB8+V&#HhXaiNI6emni?IMt;Jtrp-=-=*?mgM}&WY
zWYA&|ek%H<x5@P5IVr9Ix-xwdOjC$poE(xEu&<|1@$o>_$$?cDQ#nSMe=9$0yB2@d
zuH)k3r<1`qc6j9(ea}jreB{OG4ZYtgzf^Qe^ck!|y!6wr%sY<MyFl#<WB3;?SK=u%
zW~$Z|N?&`V9R?mt{)egfEb1&qPtQ0u$IdO)WZ-Ads)S6KNv|#t2*!}r21_-&L2d_^
z0Krv?wezJli&gD9T{uAAHr_pV_MJU+VOl^>zr$xP>qjy|e8ou~o&V5;=^j$<M<o4z
z7q4l$lV~N78Ri%MV1~cUUD=Z^Bymo?KrX|UktM#DF5n)xx40*)xiSUc`~^K&)0LO=
ziu&@z|HJJ%Gf}Qj`e|Jub(vI+o*3`LEmqo*);rtrY9E7Zmij04-Gj-s93Ve}R@5MT
zkKW*=P_x&S8lo+*aU2~#T(mdN`TFu#^jXoa+-zO%em#&k<HMQfIXPo?W<!_qI#`(J
zgYl}_^^51qPJ6%ejaS=4y6{_Pew{q?KIl#l(R!bbm^edr1*-)d%>z9%3aQ6F)N4e}
z>I|VXPi&A_9=;f8q=?ifRZHE$N*n+(jfNuYbFkTP-`E)79Rcr_cWU5sCH&ah0BGW?
z6X=5YRc^C%*a`L(-v!Xb-Mhy#S8pTq8wQd}iezVQWkxcxWB&KM<O^kkM_;UdPyV+E
z8m{Ub1KZ(aH%Q<8DGfo~J6hg?pS<(|F+)mo`rPCB?9d?HQ+m!83iD}0sM?_wEuy7C
zjI7mVRIN10-GvsE=D$gakk)gc4+0e1WL#~{?`NK-AA9MxFb3r0BAOu-R|-xqP5S!a
zS`bM?6y!ygm^1KR|9)yGOl#Gwa8%Ye*x@Z9$A5rYVle?+`U2QxS%8#ER=;bWH6wXV
z(&$eYw>~5mQz{+a3EE_sN}cwZnFPVT*jp6*n;zR~z_N0jsO1u7WfR`+p3zaGvSWxH
zDXXt5s*s{FxVb2wyq9$EdxPhNQc&LB-fXGb_tE>X_eeJa-(F2lOC{P-<ulrhTPK#M
zkC|DmRJ7=~v$*g0z-3xn?WB<_b-?HY-P=+71HTb|`ql6ZC0he?Wj5Uo@DyRnKP;1=
zi|(#jCFcbsQDXB)H}<t<@t}4?U4tGEmF*@bVSK6B$rzW#?J->CEoLb&($mUqh;X=f
zgp}9xJ4i@K<VHqcdI`T~^zh-1)B0iBAm?Y)M&`8WMn<msX5V5VX=!7IO7>~xB63`y
z@GN3gw>1C;fWl;`=FL6xeqbmWELHD%cr|Au<~X1N`HFDFNakOs&TCcHSagEU>ve&S
zqR`p8bMkMQD^dR|>={o;2(AsLk5eh5>%+^pA^~Ad3GypCFh)Pb`3D5^?q_tD(0Y2M
zuC#b)pW=^?9WvBu^QW`ZzX|6B{(KfYzl;$?$S239xM>Vl4wiG5J2I*ZgSOnZNcqlr
z=a;5<1|`eE{}w<oelnSWr9!xGxF+G&_oTjQqt|QU$q6ZdRN0pbv!5~QJ9VV<C_Rat
z+0D5r9KFaaT;lgtOWV_ep^Z(<ji~|JG1tRS)kDcswFD9$jHw-%5tK<(n0#t2%)R3k
zs-UfII}>FL%iZknox&X7dm88P>#z#N=2gmtZ$k(7?{D$A%M>(vA~9^>@%Xl&8Kz0;
ztIKY`%4M>9KCWzgeCV1Uin;Pe58enYyX@=+z2=}cpyEegzG}80;LTk(=J@-p6N<sc
z@7)2SEE&NKJ6;8IcB#+vYT1UMLF(;S^;<EW9HK^tdrA8X*b658eMZn0)t!3qWJX@G
z!9_k@x@7wup=<+Lq}?G==vKFKv|!?!{OoEEi9}E%C!r$!_aeR{y=0%n2#*s8yN=Wr
zjh^El`XB{e3OYg8LUU5?4xY?&;W2R|*H>9^W<yi$*x8z)9=&d>iHGgJC%NGW+;AVS
zoD?VU0d|EOVl9;|K^M*JzQ@Qx!<lF%L&2N>b<r5yA^9gh5B~6E%lVdbu9+vV8fp!H
zAew3X4u!c5dQ!@4!wA{S4Sz~(cbnj^j2(x(KhkZGl%cKB>8i4wt(9u7aT#y_c+-Bz
z=VZpM#8C|?XR|S-c#B@?x)lEK%Kega1*JbPwV(RjkFBiD0|}wLK*{324nsC@$<(*b
z?~n2%e0^uE16Ds4kvU`7J7K)8rlA+fn~zFh>*nmurV(!NPu4{5*PR8SD-XM%Z@Yz1
z9}@1dflC79NoOo|YsX~&SYB2uIH*dVzjS1uj>bLwhq(oNfv$Pk$l+bL@Yt6R{AZZ$
zm#3(*nv}QW<Ce0Mm)}+2mQ<#^`-h;-+udAAi1~xyANcvJs&=Noe9-?u-^P?~h8&RF
zL^NGzrlcQ=-z51L99)2us@Z9pTIl7xfuQd7Dwc|E0%m=zvh!uD!kHZ-3<4L?o*koq
zmpVTJZy{IiuuhVBMkP-o<I>*!1$F7VkIm)W{Bdd5)6INHUxOPxrEU~dtg%co*bAGA
z8*DpvJ9Ns*OxWCgN!@&g0Xe^NVl<j)?4w(~mFy;4GMrEgw?Ae5c*-`IPfM^a!vZoX
zF5}<56rQA)h~?$jXtY3T@+r@5Wt<$QWx{adhX><#Bxy^POB*n;PFU|3TyV{5o=t>G
z1hdo?lbnaI^!SfKgEmo4wyo!QTb6EyPxhW9?cSjg!;!m)+R8;r?+PGg8BTSv%65<L
zzuCQQ@g`9=Dz4q6_ciyl?y?)d?ANg9?<KEhvPw5rw5&mEQylr&Hd;w<J^?glt@%xX
z#(KZKxIpuPm&NDh?`R;seJXZ0-vn#Ze5&c&K={tBZ&N(MKR)GsRu9VNE>4`?O4Jlt
zOyM~%V%oa~o7B?Wr5Z9-%9@5&e|^37_?ewjx&9L&AWD5HG#PYaTwWt!20hkBE%>rC
zHRR&LENw5&e)4GG_IRFgOK^Fu&yIV~5TQFmXo|V3^Qiis{s9Nyz*^t}>y*U1ndY8`
znz{#v)5%&rpJ~=f_BKP!-|pf}bvx$|{pn|frA_DpcXGYWEi2p386B)?z3iu4eF-@*
z`cM7D(wmdOEtqQTMIXW)Jf^ZkdX0A$C39-j^Fk)!_pAhQOdc(>bS0hf9x8J-ejV?Y
z6aFt&J@H+Q+)PMk{VYUG8U-3&7e_z0JNOjgI&9MvOfuU!i-YRFo4#EJ6U8P2#Pn${
zg0xETWo1?8Re28IAbDmi9Ifn1N_^z)`$?G$Nessoax1rgog>7nc7IUPJ8L|0P0rnP
zK5}<DeD5daT*k^y@mVaTqn_DOQRQEpm;ZsZYg#yVwKki>Z;ub&q-}jngzp*_UVJof
z{=agGF5SN0A_~I8L;bUJbc;A^gw{v$>H1^`*Q00L2<M0OdY#<ciD4FBowoe*3NDiu
z<E2^es{=MVp6T&N3JJ}uon<;OE*9jM*e=QFXp0WXfA*Yb9YKBS9ZGLc@YKAb1rbkS
zSR;=r(Z6*Shd6r^O(b@weL+c>X$TPdbELDornRPcWsB+zwKJr=_{aINIS@I@*@oA#
zP9smyQP}Oq;F3Xa4|Dy7#EGSY>wTSu8S?#?C@-9!zfzM=yR(0{cKB9u=wjw1I8*<2
z`myxFfbzN3>MPpgg%1f+bjvx7|EUHq^9p}#N_MEvd_;fsYWvw?E6}Ha_Bdi`Le&>L
znuQUUR-m4T27EXhDJm9rB>iqOcwhpOEzqR^$qch`s{1@OP9ekXf!>9!Z=XqGhT=vD
z%RGWMbDDYfPgiBILXo4M$Je_IvJ^J-bE1Icte4>BFUZeoRjZG)2mHWN-pN3&OxD1f
zr3CBu6;Xn3Dgl4uFQ|N51y+ncmHi++&UeFjiMBR_u~<R=jPO@({PcKk7hji^Y_iz!
zM$k}XbAM}e@ekT${guHE$&i78&RWmA#}d-eTk^WU3g4tc&2|&g;<sV3GdyB^jT)D>
z3BXR{rQY|w>#dw(%}OSlv3(EC77TOBA4tjhttVM~F6Soq6Zx(lBl0d51mX-+dE$Jn
z(aKBe%y*@fVQar~XhqznU)ALOWiOR=768yT+L__x({pED3Z5;i01SncGxDN3V(={^
z+Ifc1To29RRqoMC_Ml<}WIa(th}WIf6D2gK_f|LNf0tznBPdSGWT;z5f&b{b#5+#G
z&p&+F8Y1Ca!r8l4Wxk^;XK&PhVmHW&QaXab>jLCA?l1poyS*D)XmZ1!JEfzh2T?08
zUl7enSIR$?U${84i&T!s;p5-37_xW2xQz1*2(xO-x2H<iWmB6pg*s$L-<@59tyChk
zj%H;>(aEH2lU3zz0#4+S#<K(7eZg8Rz@#D3wci#wC6ih;@!5zSW*LAdRY5li%FOos
zf)YPRr#7#eBDLkg@*u`1*Xy%~uKtTNI{j&~PT@<`tzN|(G8iG#tEc}sTER$ZSKqk*
zpBg)Xz8+0I@ON)al#q;B_}fQwK1}aw#@-LU;|Qg`9W#<aZTB@Z{v(DQ+`zVKjj9@*
z;;H=5Z1{8UW=(>%vx3`nv+|EEA!KLhOdGfDo|Nf&Jx<RJZ^{hxrkh{Ob7dqwHdOcL
zF29?qHs&3enbMEh#aeBJ)sMk5>bt9dUjw`(ZUqI%k?juV_6lXK{EqM?zt<tvDY=1b
zzy@@Mk!f~Ec02TRkBnzu)^y(zaqw{$w+JDKInc?I#0T}7R=;==S*;=)%N!b`BsjL)
z=QWY^Zg#_54#Y1vZ6T4=?-f=2ukJ!Wj`9b8iIkd5UcKCKZd_3r!|nE!Hrc#fA)6*$
zgrrDYGQ#E|aFxvXv1gLoEVTU>ugEPNWu?4zb7QjV@<3~c!;1Reg{A~j2^1Mi;2o5S
zs6=)dc;X$d+;1uyIt);~77~)P0!d?bH#{Qr81g^Ptaqh#_&!US1B<nVsEf!0S7_J@
zZ1x|i(|tGUr%#|m@sSO*JQ!jSU>5^c7UL|3)Ygs18AI*>N=uIWgWXR(l_xzNct9oi
zQebCNPP5=JFbh0^9Pb@Fg*@t$R{C}P>Ure&DmA}<78Aapm~d65?Xt`NQFJAaO!t3$
zBI^*PN0GCTa)xMg>u@BL$5G}gBr*4W%~2`MT%nk$Bv(T@hGC@4EyS{6j%k>iVKaMv
z-``)rzT5ZndB0z0u}NduztOR|Sn^gBg%tknjVh~1oLoy9&?kJ4IWcPu$P0CjKU%xl
z{7i{we?elJCfJ*RlnDNv7{RBu&{Fl&;-K`K6K^`dlwRooKTyC7l1hd+xofHaxDK0{
zoyxy9Ha1Lx`+s|SFp9xUHH|)U9k|Tg%mfg`Xcaa89-p;D^3Tk8nM-(c)*QLHl)kvO
zAWEAn9Q8>%^CW6dsXPK<(d+>Fn#p&fyEELwUHURnbT#1cjR>gHpx`jhT*0#>b78xt
z#=>;eN8+)%*8T$Fe%)wf>lgqIrV%NFpsDZIV&9x>oBlkwTGrJ?M<S>)yJ82Ae;Y`0
z)He9->DRdf3O=t?0H6fkXwx97Yt+V7K6LG#PQ+z>cL=WaRm<{DTv;8#($OTN?<-*f
zv9opXsH$}`Zf^6KzhJ*aavw5vrA~XMX6rQ4z0x896C?!XC)m_g{aI_%*)hq-#=fb6
zpPZnq^P9JkgN!-^5N*luhFAyHH?d3gmZ7h4uoksqbf&`^PLp7|^ZDY=&RG|mq?Nx-
zuraRJ{BiHpGsCiqw!F{zI202d^@V`ow&@`LV7BaR+MdF|N9=zf;fhpU8^s{JoE^EX
z68Z?DAU9Vz8z~|^z894_Tq{1dh@;024{Z&89&R10XF%SB7Kl~thy4f22G&QZFC2QT
zI_xRjo)3P+HDX&f0WBb~9=Q3HcE!*k0>1;<uujIk3VB`nsB^OOf-Ul-XnIr-mIUS%
z<IB#@81R{R>XPcy!p03LjQ{ixB8&+r$6cIT$|G6J@3NV{S;EfhQwn^U_qAtx+Y~bU
zbgGma2W2q^cSo0_h~H0`3|tqmOpH+dbn<A|Vwdz~Kxfi&B|yC_<B|Ku4c88YO7s5Y
z_G{hCkN0k;LTp{f2$?vJWV6fP?$>6kR@ZR%vQpbOP&cG!h?e8KlM}8HCYuvQ`ZZwp
z#vsicJ$7&sS}=Z#BHLe<YnQT{<+`rTpvR8okUnmE&z5yNsvvGt*LB(TY5JKzR^8?b
z@D?CZrVNIL-qbgNN~`KT9y)h2xi|IB6R{wnyZoXaft$~|2K!M(nG=~E=AD*dnJjM>
ztY^~UYNJ)5Z<8Sd(L+tU8I*rR<6A*dshD(dne^qwtss7&)^nvLu((^)(<#29Rv2{2
zBnr(0eVDM)D9T8G8vB~w1Vgliu^y<|H%;cQ=pbMe_I8}Z-y$Obi3kg$W$K?4nqA2u
z%6?ev61TbEjh~0el^%m3-Ffw|H1eU|l5fvJB$iZFwB}j2N)}e=A4#*X;z;>+2LOiM
z!AQW(+w_?HBg_|h{`PdH**4kqAs%U;WfZn%oY8$aS3Wqc8SKh@oq^ipErmihu~CTJ
zLbz%R^h*o9suo~$LkY8wBOjZbuTjdO_p)BALn!DuJ&9B3zgTm@3EG)s1`NpwUi2<d
ztdTUp)kO1-|D1Fl=jyr+)))3+KMw!`-l|?U=eE)jc(d>1z^s+_DzBmrCYbSyZOgTq
z(EbPcoEi@Xxp}Qlr$-u2>N8Ytu3gL~Oqcju=#NfjMc*IEuTg|c#Pn!1t|El0q_NiX
zgq(IGS%Gjx;Mz&(gtRZBII}e&WNZ4~)A}{P7R=i9#yS~t^NBqhji~({U?`BPQ<82q
z06e08!RW9q0~Y(&OhpZ_VQ1}c!w!n$$S9he<a=P4(~tfSWR)#fsJdJ^<~#o&Ho!z9
zm>d0DORj*8$c5YOj8BHHUR{k_$0e<Prv7bKeKv1f9l$e(X&hJ%Ym<FnS!of!89VRZ
zkkICyqY+2}5(a$39uo(nVHG%lzM<IdZq*m$<TiOBYEl8<=08v|@HbJUIn@}Ym~sh?
z+ku@P?L2QV?<W2!RXD*NxDplGA9`N><xuNma`In&qldNIkAg}htvU|o>?^Ex9sdL6
zwNi(l?(3_zpq-n5#POAqk5JdW8&!Wcd-<L>IQU9ZUI=Qg7GX4|*N<Ws<r?gq;3<0i
ziVb(q7PO(I*Fx!)0pWR)UeP6C*u_zA#)xHA^g{PeAkLM+mEPKdM(Qa=AAj@@%GUku
zxM(?&r*^wdQ8dWmv*xZ(oKFRy&*3!eFA)PJ8llqHSzuYoXuIeKx|@W;Z8omz7Cl;F
zxkx$}c=)`Wrl4IZ@#e3(&tP`9Iem?PC<*NYQK;smH_ZMJ%W{jqCp(^Q3dTL+hgCg>
zC=0p&-m+U!sK5a=5Qsrb^PPJZ&Lkj)NdTy4h~7vXxZgRSVr0k98y}XCs1rJG$_tUp
z$Uuf=EEzo)@&mrPiv~795E&$0OhSUwMwiKY`Uz0Y?ykk^8ZJhjUUvU~($bz|568lL
z%OpVL#jvgR*qomjP%<m^b{Puo55G5QivCzS{oL&z;i%~ZWb7RAM!Y)aHA8SWkP8q^
zf?B5U0Q(=-pG9cLp20-?s&(78Ed7xqru57Ym{(B&`s(d>TYk<GLkJf-6E&=RTH-;c
zpVQ@|*q9`(dsys5bYv)=0?g1iN<4tPzfS@E=f1p)i(kFqn_hm_e~=o_A8Sn9&BOU!
z<rQ#$0(CiV264wFMl6|te+41~4nEfB>B5+fzF&4)bE6rRe)+F~$Hb1QiXDh__k8lZ
zX8v}C*WdOozSHSPsbW&|MC{Z5K<)#dmiN2j>;l@p9yS}4G<Oo#9FfKFPpoH?W0}<A
z7XKz|dpsp(Qac+<;7IQ&(T9poe4vW5s;?`)P)NwWhn`-)P7hrEv1vQj;jLj(e#+uU
z1gqmj?;4lXpEXh@i%xlWTghaYx{CYUU0-MZ0ACXFFA^8)4-kVJtzF$d&V3Ur0<iLF
zp+eD4q4VEb_TDh3^V7U8EDH*l7`^YVKBS{+v>f!6P~X9@r8rXjM<+uk4KUHzBi{H)
zKu@FALt>1C7R%WyA1lDW^bMi0e9f11)gbzN5NOS2SMf`kD;n2wOh!ckg*p#1%Kh{G
zbN9xET2Um@5NEA&ENa`gLYoPo#cDl{JKp1=mtU?IfqR`x&ju*r62UG>^1+Mqm`|Ry
z_uTEsI~x$ODO(Muyax?4?iYweqP;FSG>?uIu7|=nyF<l~hlkHLXT}o#-}I)bYL>v4
z-9`?NTLb$I-<N{Opg^5hA|N6m-{n{q^V9%^hfZfGiI6T9I?b+20=XJE8f?BzqF4A$
zo^u{{swXHN$CWb<;?5QSZF2l+sN75u4}0*;FWg<axm`Lskw+o}6BOK#SG!2B6ucn#
ztS~+P{i>iDIQ|+6JPC#F_g}X`%#N&${0GYLW5YdTl>zn4XKG=0<xby8Rz^`1zs<}0
z&lzoVd?(fM1mON@vrkg%`zCU%Bjl~$pID+?2J-CrG)WfEs|QgPzJzH<MlWm!r#1Cs
zbBD?v*^UZ<EqT6nDd|(}M-q4%yC>7Z8(wAG-F$)Xzb=m>(=pAlnv2;^5@|Dopn6Jp
z_}?|aOtL#=Z%=v$^K{P+;o{?@RoL<|b4SU`wqHCgM95Z}yYYOXhjrYd-9Wc$&Sv6Y
zoEqZUg2;$Kz!)=dRz{mD;k&V)&Hs~Ju2MgD@9bg--Vy~s9(2_dE=p`)yIy?W)9ITG
zFYob&=c0Ovk&?y|@#>Bz#O&2OVdr-~p6Mikj~T2RM!=V%LRmZ-wcHlr1BaU<ev8L*
z*4SIz=BoM6;ctFkzcMinxCUEz<N|S3a=}Eg<Ga{yzZC3qByuBN!W}dpFWu1)1U{eU
zW?$j#WKYOmE9u^>+riXZPF|XC1-A2FpU1mr0!+eyq>sf_D{C=HA)70=8kN7-ywLD8
zKb)pAI`kp}AeT@@&;j)uS+AQGzrn&?Q*aa8**~)2u-<JP6JW;T+y&0WU0?m4NpqXq
z3lG~Jbc4NC^8-=}W>3|xcoA=O%l=Bs<t-@kUfeAWD+!q*d$(kT;XXPHlh?@Rrne4a
z0QlfQ|H(_);~azgq1VF_8>TUDq0lv?TjkU33^Q!TX7!2Mpy>IRdO+!fZ4y%3#Kha@
zF*Xhe>;KYpkRJ|Xcn~W_fi@<t;aF!xnjcZ)u)^`*N<kpcfym_mp_ttZSdDaS<13ph
zS0>yps|>8=(|otu2f?Bue$L?z)Sg``7pOJvBa<Siy<9;mDR;7P$34FMli^*S_GM!k
zOw>->LR^!upZ(!(r|NF^&DA+bcf07ZNV$_iR%Rvro>d&}we_bK7Ahg$zCI&tZY`@~
zX{^y7G|29#4R8XQPm@UcU<gerdhFu|0fJ`aJD$5a0!L(@chf}`qYxDm>`LHajnq?P
z$@cXr`u}%6?x`7Cu8;EuqIBFs7Sq8q7#-x;r;Hq%Pc_exXumGM{Iov(&SP|OA*aW+
zBQCDFa6`*a_^Hj|VTIWLcaNRmS_}fO>&al^XX7QrsjWcdF6U}%&#>m9BDr`oC#Euw
zjOuF7k);6sI6sR`O6~x)WMXoeO<}>1iv;E*fl;)jaZa*G%u~|rUvzv+<AQb)AiAKw
zUhz9tP;PY{?Qy!GaX>w(O<(ua!sXxxt|f~;RX|&veI*Nf@pqWT2%A;BYj_JY<Q~yw
zyF@WE_>_qdvhFoh>6TIKBW6o$bMxanBlV%YV(oM2M-_G@^gSwI{PW)*d%B{n<m|{s
zU<l=$5C^@aozivY%I^2V6ZM(px#2q4WrxhjlvCKTOGnbY^%AXRgoX4DDYfp+dmZPf
zt{3(DNNg3j?5HavZ>TP~4cbBZR84eFnh2^pje6~mN;_1hweC;G?yQkUJ34;@Xb6x%
zH5Kz<ra|kt#pjVq?277q9qy$FCiIrTbzWqm_2l&kD5PC(nk|Vc^f7!{Cm(AtWOT~U
z&i2pI8!yPF##vpGLb}OQ4ZYcuk)f=Z6;{yB=`|8ydnoab+H-I6Pi~d;mowU+d@<(3
zw;gc?Dd-_V`e}4WgF_=LwS*(yIXm@>p2Fu1u5XIG{wn9T-K`+D9N5+G1n(8C?A_#y
z;<)y!%+v-&jy0Qc5Hsxm_-U<MVQvUMz<lbs@S%8+EGPq~ud_e;@sp7CZguPxLsd@5
zO8XhAUB$Mmir&h{DH2)x)eCanfj3}%9@Vya0t>K}Hc)SLcpTvy9ll`P{czcmaH%}o
z=-;f=0%L{Jxhm^H99*r!-wxq?I&86u499=2BnKV$Eo6QJt{eRnVVRSe*v*RpZ7a8?
z1qEktAi)S?iJ=PN((1p2^dpn;N5$Jk^#T)6lWC$|sgbVsBTV?gLDb5{TwARX7itO1
zm5%LW6`e13@_SUZIVYDWooL|icSKS!R&gR@wa+*!u)A}B9<B`b6P-humZz)Q*ud+e
zC)o@yRvmVjI%EFR^k%DTCI`!?DkwPm4{&OzhguS=WJ|%&=?p22FmzTI@vN0xNGS9~
z<Isb|f<{2`fof)>1CA6cg#2!1GOg|6>aFpw!(%3p`GySoL7e!w*teVNsxu9jWa9sM
zXeRS8`Z6z{6oXVDj<MhS%|B6WHRke6Iyc-Y$jY4WN*mj*$I7ysxnH+NTkF|3z>OVB
zfdM9`{C#X${#9`B#c5(Xg(}7;B8R5M{<5BqLfY-vXB|uJ^_x~_0SNNJ`$-)hWMInQ
z)^Dz#cUqesj1%VTZiQu2-Z)YKVsE6C`YMO|GrlKoXRJ-{TXmOYyBwUcnD$0|P;lOP
z{HA|882qHm7?%#=0s>k!nXTKqEn`?j-qSHh!z91dtDk0*a;PN07JQ&`XUC|K*kkTj
zf!gz(YfwVzM{p&aGEZq_;es05<r0s(t(z?b^zbYM50;gz!N>Mljlk@!e~vLQOwdOI
zoTrQHd{xOi^X%+MvcaC-^LAwuo*h}Sl}!xVwqI(RlHWIQjVD_nD4~{~Zf*kwzRBRE
zTa5)Pla%n$;xV>vWS#xBpe)~-VL$*&=vR7^N6m~-3`X<R##{H9K71itbzEUztit-Z
zcAV!_5WYU`UA2)+aJvfT8NdF(a$a%lN>v=1s{4srFvS@OOapvhR8sT<nAVK?{JT#A
z8dDGFU#O>BX=dT%vgIDKv(MLNhns0vyP{A082|=~!n?9_`nGA!XA0YuyaAE<)27{8
zXQ~CRC|rsHc)<;`Mm}ngg*$pZrPZJG@U#sqmsC&0u3JNS%$v@JJh5v#=*gb!;`QbT
z@(Z;J>ZE@hnY8F7gfgO?VGh{VVSGIS0nF~at0P61vL8GU`(rSB&7U`5vVpxGn8k5Q
zmW2AiPYL{#OrovGW?nG{MQzPzVDL3mT1<E4E^Cz_&Y0rtI_zM!$qZ9gsO#_+ORV?U
zYFfZ%>#CJD=Tkx^WV-Aj{yn*k*$?vxxZY`S|Lydp`9tXrQq%n41!K|fahD<7prp%x
zpf{N;96j9dYCAwi0pXeWubBE}?EsNP(*|v8!%Kr=(<1lM-U>#Y<Z132ewem8ksjy1
zD_S=AZ<`oh`g>H&r_16O--J3FZoeTFG&+(ZJICr~Kj8?4Og7N3mA?~&H?q!u!ee~b
zdaA2y`#27b<kt&)%{b#>l(KNY%#3}7ehj);S6}KE_<Q~7$JOmkieJtOXQF3p*CS`x
z=@syECNaMuW_ttU<J<y{9_#sMWvNJP?)^T2DjA&cv5_LxIZ<-h_E3;G$X&8E&a{t5
z`mO~&8edo9@+!<>B!~Qz+LWvJ=nS_W$kJm}-Rg}SNFGOKK5NexnlF4q7yHwZJ(nb9
zh;I&D^jU6Ou>=(EJdMGaV<>2sTvA47_#weFuO5_m#!3>-WHVbAUHYNX*UB^hs#Fqk
zne;{RcXPY>9^L5&e<6IC4!Ylt=o>@0rx*@oZSlayl+EL(I(eW2ku%A%37e-eq*&N%
zAdG)|YBwg6QDF`1ypuwiXK@|LfMjCe{xuB_*BuCKlScIQri-Ts9BHS=2Z1eo1eXtH
z<DV%u@_7Kd1N1x$DP<aGDL4IP8~8vfE|^!huaSqWR#n6f3h}@wZ`k=CNKwlCk91P{
zvHGC_V^JlPRfIkwnWW`?SEJyEw(aU>S2v&JAEN9tPe5qE+i6_<xTt5WiS=|2Si1XF
zJtw27C%#-0!7&LeLkzc;EMkKsK3!3cP=M%zrlU66bfZ1&2GxSExVIGYREM91PDGu~
z$|h?F25J6&MBDXdRMEaLm+SC#*}uP3&SHVUK!0wm$QGwsB#1#0?V`~RMKdWQGFuaN
zn^g*Z7Q(ccY3Y2W#A`t?!z=W({9nH+3maO_mfLSF<Ci}bR2C5O>1?23bATN>un7y~
z^Lv;W5ETTr(YFTU8lV+lJ|qe+%MO^j32M_5vU(EDBwtGW?i`-4$Hz%VVMX$8FKT1T
z%Cvg8Bp~4jNZdfKzLi1F1t`Tw3BKKLL8vn;)&!SdO#HO&YrShD9&fx2e!iBpp#G*{
z*k^wC+TM68jymOi(+LaIs#k5=H{L93=ZiwZ6(l^6VZ=a6X@!cP`1$*}^d}%G69_M1
za<Jai&mvd(-*7SzJu}L^*4nydVV`$A1dvC>>K{v#7qA-I?X=QdfXbrcLsn9%fBE^R
z$2_Zc35ePR>vv9rW29IjK~CSiw-4lUt1MdaE}SoKs{DaS>;FI+RarUGsw?=gL}>Rm
zF$Mrq4U4U+bI1^QTm3(RXkjx+@RY$HIUCXpE3Te7#<egDePj;!Px`PlWUid<<%!}b
zo`(3?rfG~}v1RQFU4MgUohvuD-p-Vm`)r9Y<eIbL3)r=%U$Sd|?Hv=-?i7y;0D&XH
zP+emn5{mNKRO_*b(z(n&&|KImRUIOOK?Vh)66$e~{^IT@SVPl6A4JNILn}AA<+9TM
zPyKcC94*>mfb3ra34VC%4gs7^L{Y;K+fwAPK%h*_cDFs~JkhQF`v!*5lW0DCH*N<P
zj#%gBX1S#8V_Tyafl3b_E@<Jwt1Z3G^S7(BpoSqaKXw3ZLRva1>@T)b#F+OIKA>Fa
zcn;CMOHseeNYJ|1esn6$lr-;I)$csDV`&(k-Sclfa2>W=vlro2)%h{SadOTdIuui>
ziW`YSU{RysbSuN=aK{&;IQS&ay;QNea=J%QpZ{8{v8--@k6GuY<*xPSK6dTa?ryE$
zi7%`vp!Sfl)>822Pm#ex*XDcm-_+#e4KsA#rdzvkRw-dq)P6gt+YxCf>nrLgU)Gl3
z(E$@<X1|mBM?x;b+5l&{R5=oUuQ68x01m?dXn}sBrOCYdq4WLA5aYT8$Y9Kg;$&Z>
z0HD7xe!LZ2{Tw<leI3IiD-$Mx5vtPn`FNG=O;E*nlc&7(buJb*FJq)efVq>owQTcZ
zFhGEE^O@3mk^E+q6q?i91>WeEl>eMw-G^0`cp=_A!rhsTB(66w62X2&t`9%HCR6A4
zHcN?rF`uG64`K-RcvhrG`$JjH9P(+|zX2c+EonrbM=vn~LKh)>vjwP)ck>?v9I8C-
zCZdn09l9cDMn8<wbx(d%JaB*zKcK4kPUhP~xL?H|ARN`U!U@!Jf|g)*z4nx5JoTbk
z8<`d$<m7=w)ci?|HNCMH92=<^8J5Yj8}>|ra7QqB6Qi5v2M*C_s`tsV-aA`gsD*IA
z9;_<9D-dNs<+t{MKAxSCUo$G(VHqjqn?=Y_`@0%#UZBn94Gv${Xluc`^m50nwaCPI
z+(=1NOwulIdho85#wQwpa=A}D#!J~RR!!B3hkv8M9<<=<4?>!1whVEXY_rQO3V_8A
z8fOmJvA1voW3AGfW)<;4ecB%j-=qh<pM!J+rrpwFn@_v`QH{Po<{Y#+{9V3BWU^%)
zvR}~-%8b+>2ps#0{zkrLQ(1}kDQ>Q;f`>a&>_SpyUDdy26+h1>M4RHa9xQH+GaJ{n
zGp3JI<|p}Fn;&LP;slS9c{+vUBif}((f}gn1h=2dvyO>jK<i9w&eC}<K=cmrtD}S-
z)&?BuhFECyUaq`vVl(owZl%OIYTIhDB}^5fH&ycUh;d{$;ozc5$ZEZFEoXRr4Nzx%
zVF-&B;hvz3tkYvE;*H78(;kA5nMhGBHt7k_4g336iT9ZtF|O!C@tQ=liK47*#!{>?
zzXHbiwiQNd^}wSQrjierFDE_D_}IO%WkH^uC3Nur2NJuA_wk#o-Q#UXR1;p-g{6KP
zk%CZ!5yh8M0}rNx01>=IK(xaY$wfB9A=m}NlRW8m9LWU5G`~=gHj0#((c2PU{a|%G
zE|v8pe~V;+m#@qn^02M1cvYrmD$2b#Qp6-#EN<<-AUte2Zr;~4Rrch$)$aYfHNgp6
z9&?6(6<$BcGFqOV;=8@fBipSAx}j=(59bpU<)x1@>ooW)7}Qr|zM`w2o#|L1KZMs^
zrYw%)y(MxLQ5!)_bRolU^4hP#b>KLVPUfCwJshIkdy6!~S(!s0aul!pkwKZ$4^~D`
zM`YQxK0Xr|n<rzgqQG~^>IjeVTv8G$N$%9M`Ro`^AE<qH?Y?DbeNO#~JY1JiHe}74
zJH(YbbJlgzdLuj*Fp2uW%e=|Qo{wzf#kKCGSH}x#l;i*&W4-;dwLu~2=apKLpSi2k
zMUt~xqPIGaoR5SYjPq?8t>n#yELu#xS!=;jirK|1%4cFJ=0aXvPhQ$YD=oL6MQ^M{
zyKF;B36Wiypw6LP5|hm|{ujND4zLDirR8f3UauYg6{!=F*>L^nV?#AwB*yfTv1Glw
zo`;vn^OE(S<B{^QzS;HTrE4ww&T#Ii%6ti+y?3RN0&}A3iz}^!$x}Cys_#hm7$di#
zywIcDx~8HR^2;MStcO4rz0Xv{KwpCVj|0)b>Bh%|?gXg+k!<<&DX&Db62I*q?k``p
zS-*n)nyqy<3h-A;=UT$Uys>piK^Mkd4Gr{{F#KDE;|V#mle%GK{VTw>WwS@{di+^j
z5?UPC7=DT)gE298Pi;}h2nD|w8u_tQ2V;dV<C;COW8`ssX36t~5efi>Y}RvAa6<zY
zp9?OS;^n#nznb=yAUy=mbVhXk6<r#g*1`Rl40p~z3>yIUPD)Hxx1?w~;$;?!sNWgF
zF1U%kh!3ZZj5t^3M|t~ty)LOpL4@ZP(ifsVNv|G_xK9RaWxsTT37EMjHDGj3UI&!_
zS1e;@N!A7)!Af8GUIYd8Z=o~aYn$+!Xh7zmBDhg+=SB-aMwvx|xpXgvdQ8_^+4nNC
z|7}WRmSnE6K4+|6qn@i}2!9`z4c9zr_tE)PR-2eoriP$~&Pg4QYe_AQ_R1a4<+6Rz
z@g2~v#X9xhY51h?zp5K-8{s3ajTJ2_K3Ymw>&=V%KL>U`3L&upQikN3g)5=P1dYl6
z9Uu??hAVCPr2{1%!5wNxNxwXp#4NKZ7yb!Oa(!^S7%_N2$mT}aTv%q2`DBCA_*z&_
zfrHm*ly>FlN3Dvr73rCS*nLA->+0HU7`{}@9&R;zp(m`k`JsjOeK<r6pw9&|&6!$s
z2Vp-Oe7rJDf|j)<u&$HZ6`YjW2$l~f$e)NE_0P%s`G8f)UM|S<)@v+>%^^rr|EB=T
zzQ$Jcm*T~$@&b-}PM!~rH|7h7JzHW3Wjq&o=U20oD|H7ns9Z^rO?@Tsg@)UZ>fxXo
z20az*^kYY>7@<n62UF}V1a0i^y!k2@sFPrh*jCmmE9Yd;%td~-`BrsnxAkX}t@*T#
z0Tb}yNT6WY<!PR3o(HV|(H|!@DoRT@$nM+m%k2Yy^`lOAPbUvv_C8#)fGy!3mSTLa
z_x`yr%5}{J3`knB?{?xV(4OytM_T!<<wEF56!6}wa!nVQi`h40jsCM#KCf@+&5pm*
zYJr$(spPus<yu5eE{kH(+FZX|Z#|9$A`{{4GxE)wTzGuypJV;Vt!yB5d=pI<h43BB
z3f=(g{-YP2e;o7A6~oKz5+ZY%(OFBDr?6^YhsPM$+RcS8O(C~?MwVv|VwyN3OjZtg
zom~BI<{uf=Bg)|t=+JJZK^r02&q^XivBl4x8;ed@D|K}*#5PO^JcUwTytaUCIE++%
zt{jA=jkm1%FRJYsB6?l-&4{&W>WQ2Wg_jAuqM}{hqH?qlkUNN^)6;qVB{5Py;6Cz@
zSb#B@HzA42J-p?;qPhmx<06VyhC+V1bngO9dMmrF`S7}3kP<5;g=ezi(3SUdpupXP
z!QFx2l)ut<v*XEqT(>DuyIfG<NaZzwZC&F<w4pbI5XmTk`Fv!OZjE%0FGVXc4t)Ig
z5O(ukgdLVn?Wb0A=<=U7-?Z5U>&g-IY$KHE<sg>Px)Iwmu4^)E?PA0WA<9&V_6u4*
zsRfGaHeDRJ8;Y1*#Q$r`Ge!=|KFIb2^Gti14Va7Z&0&Jm?wp%-wF$U)_wXAK=*E@+
zUB6L5?-~?bINQYvO>r2WikhOXJNV$>9pi));O*h)1Ha9))e-KqKRa_?!M}`uu6P(<
zzI-H4rti>-uU8pgmD3zrf`r7*$b5TloRHXfuhU^IRI<8%MCPQiTv?Dd(>u<>VV+`}
zN%8dPKYP^`h(jkZs4IqidmW|?4-ei*x$5Xo8M~wGUiz!Nc8k{yCLv2jW(fSg%&)U5
z7l&Z*BI=LTGg^AdHislUtt1lv$rvegIkx?tx#mx>bjCk`?=phNI_$D?m0ZUP!<j|D
zb_!p%Uin=M)Jir;k#4}0aO#MXB(<Ifl}ma7hMMX6haYiA4bLdYiNgBf#dUzxAyw^c
z7s}%0&Dl<V$V`B(un~kY0Ad+c>M3WNU;1u1Ut!VhH(Ss&HC96~xp3}sFv5OIZ+P*;
z=vt-e3;MN%>ikz9UYYwm68Bb)m$*#6!oywE4NTblVR))4WWR!us=eeRw8F!Eb3PXT
zyU{P!{LxWfl+Z3pzdVF|d$?s~kK*bO!nImjvfr4O@~SK(^|N+af7tTPH@h#+w!4Fa
z`Q5bR+Y=T^Kn`hAZM4H+p282Gx3n`jVdbwY<Z~v(9H1MMv}a7;FG>t77^PM2M6-ci
zDlRXyWq8lg36<~o|JZl6Jp<DgQ!I3|Exq<VDq`uqQ0e)G0b`n=rjsd0o)mu5Tm##2
zIw5KI`pR;&TOd(vdM;(~o%tGKQK2dy_c`^!iJ@2^790lHqPy1INBNNNA)8$@FZl$8
zzKZf~^P;zQQv(p|87AYp;}9CkB0y+vA}E+UwBIY7nLP=t1n?cM&kEuP!AptCrg8{s
zHwZrIx7FX>rWuTOc%X_Zys{D+f)|rgwn)GAI$246gFXM`Kvl<yRs92|5~tI{<}9YH
zbEDU`T(O+OTcMw#uK_ZELe>FWvM-m{_vw_=E97A@H*g<BKl*gS%90VV{na=3^kjA`
zR?ENEsEHlP8RT2nMJ40-(NBXNDN%^$WXia_)Gl0UX}LgL-<65j(~W7-U95W@@q+QX
zL*lJdMQC@op}OyM0kKN=)v_jibE-L|)AExrZ2o&{8*Q3~<n+e}c8)AwFW>fwHQXW5
z@k_WclI^jyTmSEQ0Qc6@V_Ic~n3sm&eqx{h*cH7qSz#&6x6K6O-%EVu=yk$X#JZ5R
z@JvD5X}638AtNI9P-ItIWo(fY8A0ozM5z%zh7bM$idiby)Zg2U^P4n86N)Iv8(_8a
zBc@>v!rWO<{{dSfDHcDzaJ?93a@tQbv#m-my#%+h8Eseoy22Gh=4#`^8L_Hs(hhlC
zLS+@(L1%u{&mdHQa^G!*#WQ{A$ef<kIGdhABiWFT3xBZ{_-4RAvn3b+g#<5Mi>ka7
znwh#*waskeu2ziPs*ZJDCID~C;D`?s=Ly(lBq@+bdy|98I+^BOZbzjJCYZWiJC!E-
z_w15$RoB0W9_i|M7$gV=7=JVn@|RNO9o|zI%5@FJu|kGpU*x(1V5zhrEUb67_rsPO
zGCs~jp&-GSkr?MW=#pGIiIH>dBs6c`d=Ao0+i>G$O&^L*oi1#2P)sq$16k+H{ie!E
zn8lq*!Kp$TL7F%=^-2g;atEF5BF7qlv=2^+b>0TT5(FEe5~r=dowP+E?P@mbe@#n-
z%e?1^MNOY00P&loO-G!6&VERgit2M_7+}0YxJE8%BTfoLD)yZf6|kC0My@Ow^S<v4
zZd-JDD8K5Foh01WILR?eXb@mZ_%jYx3v4AO$XZPnq|Lf*NBwJ#D|sC)20-NM?!nYz
zG3V~SnmYcuumDQTHd!JdZmlnnl7*B4zch^)YW(p{WI^L6(J62O$<rBh14wRAEL6r+
z0nkN-zvmE{@kT!j1_vyo+{#$B;+Ut+$-U;PXN(ez_Kjpf{38X#KS`K_;NjMwWT%E(
zto*0xLSRX2Cwe-_FZ%g1Xz<$C4?ee#m&}ZOCczC_SI~|mtEU_L{%gQmSY>!)F~9J1
zgu~C1FPR9TMN;vLm^Kk-6i|Ch@)P=(=)$i=f5|bIMf956awg!)!ASKrjPY9g;%~1f
z->(qlCSY69oIF>bZY^<_;oV4Di6QDJ`={XuS89Rj9J~{~=P;YP;;&3T??sO3Ge1eo
z-j+E*&q4{s8ErMhzyo>xw>kv((cc1iI<1UEyW5tD=wnN%F_yYLTCRgI{g6=~QnWT(
zt|$)i(8T=Ku&WZWx5$-Lu#z<={YP<iK70XJ-_+yR)A@xrUI==kU1k-Gi4Pgn|D3;Z
z&L_@p{66oNlDl$=XxDTG0~L%?w`PdEKVXVI!KJk3G!0WsO|onKZ}oq!Cr!SY3m<l%
za?F|V9m>~D|J460^iS^vhm&g?KOo_XH+{SQ2pEfX$-((z{xFcC(%}H`e6Dg#A?3mF
zya5CI8`i1OAz-wvgbG|lOWb~=TI84#_H+jhSEySfSYfX&Q|!kd1)kbdBB1{rp0f1z
z+2*JrdSl&Za*985zIDV~xP5IO2)ND86wNf1K+kEhGb+3R)|(T^i}2lhtm|C>yQbsc
z1B0x-=cUA}Q&DvTWz(NBv!M!bxK}G`EjFqp$}gL0tEv2Gv_}{LX~o!&jOs^8XW-&Q
za|e&B;JxIev-o(Ek`7iScz<z-7@zHmpM_tmo^$SAlsZTHKpr3Wk3A#EBMYiLD;B0F
zH0y*sg)UBL`(3vLTpoR&a3i!P=WE3)Axy>#{|7O)h215KHJh6(UFqD-Co6wV4rN`O
z_nm*$B}30>=fgB_pn^ts&i?TKgZpW47T3_E1FLK3_ErIEsl?sf*DmYVj7XXofAP%P
zir$_Vt8da8ac*9&9h=&$%g0?GymZU4JP=SE`jqr?Pt>=J>{WYXvlX97sESw*#`h**
z8pJ4rMh=GIvSWJ2>qRz0e?9Ylr8b}Ja`(?wbQoF900IPvw`a<-NS_ZD@NisiT%JPR
zN*r8^fVI}_a3Iu_7H*T6i@Oms--N#v=3Ecsv<c;3G_)JIGKY&p$4ow7OZKXhtJN!;
zro}F2VEDm(DN&~~&|X#9dIGbRqtw4UQ6bh-aaA9KELydG*CR;Vr0t=0me*6rv<I#y
z!l_gY9L6u2Fd#I^pnS-(9v?W_*?g!&RMa;!DnOezD-#6P<EQ6H1+@TR>ewsim7O}0
zU3s)@D8M3+2ANzO)E-%WQnd3}Dy5-IMk+o?LuWsQoY!O5)9|S6@2!O&n;NFj!Q25&
zjQN66o-I{rg&voSc;mZVwK`e59eWIjr;g$(to@_C!YhoreK1*Wt{?{Ff^vp%U_M$>
zrsD9IOp8RkWIhPb+pZW)yq9aEPE=?RkJBC?@9b~mqYv_*G?D2oDwH?`aBg}3!qPp_
z8p1F!Nt6TXEq5oFc(_4S%*W|u7v`>7P1M;L^_oDwT|Re%_Zeu#JU`VH*wj9=1;_Ej
zh1HX#NfW?=yr-{hE|7X5t1TG!v|3ELw=<SUzbR(miix*Znr~8+-t!<>fJ(~^?db`R
znKzk{1DZ*@H;ccyR8)CIKW(vZa_zEUvtaD)@sL!zyfdCZrko<X#GuECcLjsfU*oFp
zk)Y)&{+f_G+Hqb26S{8N5egD3^wKuz8&C6w!a4pWoNEKLU?1EzX^y}-@%r?w3uPzj
z5=&XOTiIPusI1<4q@hN_Z@YZg3sm*%$Z5&u^zcwOLEVJHN(tVsGIK5-*tKU07t0&~
z#4&~d({=BDy3r_~Jt1(}PW;GzvsV>_$so1B&7;pTPspAW1ahyTd~+N2dTs?oWc5d#
z2T}fu!1QsgGPhx+iaCkE6ky?fhP9$^*Dg3QS-es$o6tqfCpV_ZN77h~TcojsWW^Gc
z4=$^a_#OpS*n3qpRY#_>DQpLlyH;-<iOEKEgj$YSG>D%s>Ru2i)CS8cpp2Z{Q9^nG
z$L`0q<DR%_Kpo`#6iSuB-!>yoV2*s=1t>&U(vrh97?3JY7>v%0EW>-hI$IhVO5@G$
zG?L_z4v}gEPCHA<CNt5ZTwCQ&tGs(U(;+Hf+rg!>m=_-!s(`e%{hqp7R-6S;%ARw|
z?^DkG(akipi0hkGflo+&$;Jb)aebt6QECkCox6S452O{p5JX}B#{rK!DU8%RJjTTy
zgw+?}0gJvX!K%J2*l+jl%dzW?cY#g`fn`tv3d(nSaH11@JI5kWHg5idJF?dEsN5z#
zNXJW|QV>>YDtOJYih<ZO9Bl^%VkY%7V;N2TBcFLa;~lTIdi%gKT8iMJ-%^1Mdojz8
zGB<Z{Z5}Y$N_t_?oUIR$NxbGB+WDz6b8{8gt4XxgZOt8@&;#IfJ&dr2L}Fu}AN%Jp
z_Y5EB6OsoXX55Pj9GPlL9$JxWF!XN8yJ_>jOrlg*(Au@>=;E)k9jtzdCTWXF*?=v2
z(ma<ZYXM?Hj|si}Rr4%TQS*>p(Z7wa{zU~rJ3D?Q)TZ4DU0>X}2f&HGKm^W(bY8(S
z)|{*!axPs{_2Xm+z@`x<8I!&}J3(Vq0KhEgd<pC?ZXRkXJ9JUuQ9WSTd}ub8*fx!V
zu*1W4eqA!KFwf+%c_u6MRxc`3odiZ6ioiYCnpDDb4OMo4ays4Pe*gk%jPREL{<B3J
zUiEnFF6KWaERt{@H8X*V0NN{$2|_NksDGHC@Qqwy+D|kL7_6B{2<7t1lu8`X7<C`(
zawm%mdo3O~?gG{8A|il#hH&fmwEKF&CTH;Lu~US;SZpU0+CFj5c4uC9n)I-)h-^Qr
zb(dF3lebMKC_3JF!N8Z^@TtNUhH$B8`G;4*@WVw?g=5sP#hsOkuRkqjl)8Q;iyb@U
zXV<mg_7$AbE3wPBY=CbXSDw$)J0;#=S=8&B(G4b4nu-lJ`eu>!i)%P_9DQB+y64Le
z{TYL+D-^hv9uw<{dmEYY7N{hs=Mk0jSdk2y57K!U4gc2}O|~5|e_14~$~|*&P~V8T
zj9ANBbC#OA))eLsoUmhyQQnIK3%%tC5=We~JxmnZ2~V{Z9)jN@zSRKxW+3NiR<ZHZ
z8_tej#`er-(%n<(do{o2HYD-vU~6(?48TXlHnGAO*tOD@EJs5I`@l6U=mfvJC$Cpe
zZ)&5`rdfl8+sgTWB{#anu=y`<{ph{WdFU(evF7RpQ?TSeN$60Q{KK$JpV*Q57Rg!$
zDQ615ty$B;UfcuVxp&B+Yk5T7a0BZ;_1c<iu6NuqKVc33+Mm0KI%F<($!fI%dAguP
ztRo(}*i28fc(V2nt@QwJn3Jcyg0uUeJv^y$5GQSzcRA8f^;aeF$=w2>NhHs*i7_bD
zaCMrRcjZgZ^}{Od>8s$s=S`yHja<N!o`X?OH=-i_N1P4TV3WAj?eMV`Kom*k9H_vx
zP%*z&x1a*|Gc7>Z0@{KC+j$9hfH+pO#@bTlguy9@|C{yT!B(e4t2j@a=wDfxj{aLK
za68UOEbg!UqcLE~bR8vB$d&07^yh}Mx*t2y++{FD8MRq$3QrR?(as)r53}BqE+;hP
zI0=9n2PXpfqhi`N$4ev~5$ikSK9kWybyJmV{m%bCy{NI$#cOY6?c|=DP52L(eW#(z
zXoq+uqGEc?Xh|P?FAhKW)-E2Yd^_iR4&Q&ElaRs6UsDYaUT2R))xoO>9NlrsWHi?A
zjoper!;TGWS;c+Lmv16w-@PlPeGRmJ8)ae+>D2r!cz^qsdSsB>s?!-c3H~-u!3R-@
zQ&8qaBsk@D;2Ybh2jN48T+-(W($Laew&NOmgv%QjE0BYe4~$<hW4#dw7aP1&*?|I4
zM*NOeB%Wx$ruz3-c?5&|B_p#0BuqE>@J%NXFa@Y8;pRhuaNi1+kLU0Cz%bxq0q(iw
zK2KUCQnO*BK@Cblo>c!G*vSKyu+QnhiBr+5y7ienht0QT_0qw*TWE;}@*>uyFj;Lb
zx|O`;dh>TF@at(NXsSNxRpM`d_?87aJjnY()_bBwb5H>!ESNUFvm!4MDsN@$eoQcU
zH$w1=&Z&ixvyxhV)ODSztd<@7)a6=>Y=Csc#$g<<BD>%43m>{6+=uKlR!}uoF!&I)
zx~vhmh^L9zvl4~1S7rGM8oK8)BfEga_4r<i%pFH>>M)QvOB#37RViU}2vry|T8$X-
z10fJ|;iR85dACRK7w==yjlFcx-25C^@ArS8S`#=|Y|qA3(O7nA7ug~wtF8)yb`MGw
zVS)sej^*0bO;R^%2s8fH76fY{thgb=8i+C-OCC7qOXQxmH19yG_FZ{|m`~gqtk+>e
zz>THb?=<I>Say=KCTZfGN2DC*3dUvSPVa3-UiCk!Figz{s8Ni$h!5adu-s<g+!w1(
zbPhi`<3wQRz&pYWwoZ{U1Kuw1M+FG_?wQ+0cv+b~$qjiR|65S>OgBidV{1@idb?zx
zN(DoR#!Y&TZ#Ga}>)LI!3jub%Du@DGds}|FOHSnVU*2rM?TW0|oH#Y;G?nps{Ri0P
zfk(%wbn}@6JqddCv8dIHpKYl5;d{=|2kh9jh<%cV!z98Ufc$T$Esy{CC#yj~Ac%-W
z>C#2lHrK(ohn|exnn3(sKQ8#TONJ&KjAVAtNdRP*xmKK~7oE*vMsEdC-2j*Y;hOW3
zc%Rs#lNslGNiTe*U6fnYaBj-9;HyQBea}}UCddlJm1<7F1QPAagOD%+f;i<!Xfe#P
z_PGs1IC^s}IQY5pGj~m_LA!L+AI6Bxe;_-NnD0lW++5%C2iLkQH1cNO6=$ReSgLyZ
zwD|Ag4co7hZi$pnYANdL0B`9$JN$8Q8M#gP*`_$?|BMf2Z!HP+y(+fQkEiEKcL?p|
zxB{O<U;-MM9^6g4*Wa^BDr8i->_)c~y$|~T#YHXW*7xN|)SN=mHH4=nBm#dOOtljC
ziJ_gTMbcNmd}TBV^rp^SVHf5Z=K1m$0v3vpEWG7WFqPyGZOCv1#w;~OevO_uhfcr(
zlJy&7%v~6C39uG0(t7gUz@`oAl#woEMcCJl=KKi%%N<?8v3e$Jr}m#ry$W_wfdi>{
z9&CTFiI3HltI!EEC2`OX{&w1_U&3Zkx`LsqB~>ke(wjsC^KlL6gbL{!nQESk2Qj~+
zmPU&nr^DD>yzBZ%Xbh>|`|RPEPPe=DBQK^aub2cjzMab^%7R7f-KJaZsE4<zAEqfD
zl`4+VOKV}NdW@2Xsmb5>ndV_b;|-H$WGZQ!@Tqd-l6fN{G7D|4_;tE;8qJFmJPR~?
zPd{Q@xA47A{JXi%!<&UfnU?w&NkrK(LNNO=T>t1!jk@iqVEM55TPlXw6>coaGNd*5
zrtCz;i+hc>KnbGZrFI&R7|X=EAL;g}$}G{y>EL_Zqqdb!u;_w0U+_eHv;d@bbgn*+
zT}y)J)wF!c8`JP3=5qn$RB885A7Du;l0mbc_Js%cAlV6t>gegrNV(U;ZR6<zYe#;p
zN~_PrcXcxcMP-xc^v{LY+UMeWRu{L&ea0QN0|I}~uh9=;b`JzPj>55Gvf+In>T|?&
zv*W>do{_|VnBsv&@@4jc$QPn*148`?=u7Q04hs84!>H(z-o5alolQR-XLt|G_Q*F5
zp_dDWlWxct9WTgtZx^>R(Me3!51Tid76g}X#3YD&^$i@Icu+s>ks0wY(N0{?JzxOb
zcgy@|$cTT>BwOL1eM+eKk9h)MLJ?abbqzdW0XazZqE|o(xxS}IbRQ(^6QKepTw%eD
zMmLCEwxv=Ha|(@eUJxeHF`9Akpw)*t?!5bN)~NnPvJwJ@$Yj9=SgFVF9OJapCW-^%
zHUzAJanJHTa)%c(*c%A{-T8^L82@Q25!B9$roDdzo)Xa4xIMBGv$jx0b%uRwSqok5
z`9AuTfJIEJ;XhnA>zhc*xU90tyTvaM{3qj;^sj<sQNyr_bP;=@-Fi-c8#vn@vaS2g
z1frWPlj2zCSI<H8Y*L-2wacbVRcg6Suyu=7nD3%la-f%tny`8x(dGx*?Fun}k^0$I
z1&3rIt!Bf|0`gG{q#%oL4kC79{AJ08YYl-0XzYux?v7S|bL#C!xQ={dsdnoKoAeN_
zbl;MDp&-Vp!AnT9e13)6AYP8vBhPdiw?jN7p?9P|i()3+3!8rH_ACPFoCgHmtx$Z^
z5RBbgxNflB8X}k6`$(Jrc*BYuPrEygBrS`kZQ&UX&;0K5O;lxfuE%Y(OC^K&{3iGp
zZ254i;o&408_-O5(?&KeTOP|{2~2;+{D`}O*`Kd`HE^5aLfvn`flPd_U{G;>zV&HC
z1~4|O(~sF@B>=VCCk<X+(I@U+F|pd+a*ZX?CUf)B>^rl#t@MKs)`MRe4<gfPbcMd|
zo}>X|Nt5|5P+@lW;GxRcH^g%vU)X_46fzHG6D2!Ab4Xgiksm)leQ74#VqNpUMC{GJ
zv;|`iQMS2tm(0cf&2>A5yJ*thrT9mVz5#BHf@}G9{xqTH2hANXXj~+cg4Or}FGw|4
zz78#6;uxL)f->cS4F#SsFBj~i)^gX!|8088TZQrf?G;g3|GR<NOV_I<O;o#2JrcCY
z3_4E#D{*B&2(0|<q;aqG!<(Kpjx7d=V;uiYde~l)1;PbETU#W-er?{aCLc=xVrW5E
zrf1^dMSKT5ZE~X>(tRL-J`)GNRS3id(SkAtT9)I5-f$|_{2bz_u_MfI6k%$3=jBz*
zf1pv|Upnl+6}B7fC|vp>_lfI_tiA?_7L_YHaP&^NBVi}Z9|%T_c{^jQ4DMavJv)tL
z%4Rz~4;js=SRZ}TJlbeiH_C`^H^Vs`gs-suhdZM$+t@Z`by`S06MB<w{ds0kRI)QT
z@>@?@bNRIa(RpJhp?qG^>GLuY0{l*Ccq`Z>m5pFKXqYnznqyX$LI3wac$QekU<>4&
zu6Qa0rL~Gq`_j`jpM(AbG1;TIdh#cY%78c*$bLz+C@plr;6ISlaMln5F1=9ok>Zyh
zY^($+(*<58>Neilwany6x4niEME6y%fTpnK;J@i$Nn<fa9)3P<TX^QUm#`)XMmH{)
z2&GH}gwq5Ai;FHlz^dW0GFw|y8R34;6Sf|fwcKW4{m0IKYkjv#DQLVj3<vhaFusD8
zAf5-%RSk_JB7PP@)tv76f_L**Y|)qb+|!Iq#qPMv{B;kjWJbmAxF&10oYk~nX!QTT
zu|kPm{CAwi`HDNHjbD{J9K0og-kP+UHeS%|k`2U){*FYM1I4B9WM%gryaelcWbV<$
zy7UrYCfZI^5^Sx+QtczW$9l3*%}a-i|9=7a_*GRZo-T6dROj%?L$(=|>Lr8Sdnm13
z>xj)~X}Nkk_NyjA=50`>5LzM&)|sYc>4(Mb`tLqr;TOI%7P(75VIyE_dqTZ&Ic1Wq
zW1woD>!mb-po)xLD+8Aj)UznT%#oWpciiC0eUaUUKO)-bdPo5z@}y=8<As#DY97}T
z=D%Lms_m1lnP=xfXCI9DbNWhG!al0o9yW&baNY}WibSV3Fc9`hed`Xx6HFDGC&N?2
zrpj$G9RXsGuE3C6)!_sBd)tfib@QR3_^RxB#^*6SdB<{FZ`tHwauLG&Dv&)6yg%#g
z_4Nf>*U~gAg{W`g;U`9mnW%&?Mv_wY9j4coZ_HYYnu-v|<@OExVpym@cGW_1NcHI?
zBr0}5w<Nbi@IMg3{^Zkx=t!4+iiNkBBl&9Ny@B(t2V>~+$WE22)-e{9kg@qWZRT>7
z>h)WPz#Wq1{NPK`>kcx^9cXvem}@fiE8-dFl)v~AIgKKpYNoy8di}_h)$-}hZI{@t
zPU}-|MxrbS5iiurSGULZr$`R1U10-0J_0(4YtWzJ(WdX#=1Jcy<6`!XPfKB|oNq}4
z=;{iTf4Vc@k`|<4(6aTraO~jX;LUYg75@*5_D#NqnmH*N%aPqIO5zdq4a~EIq?F`>
zhl}``YEoPfc_;1W+Nk*&6;^MmKpZunRlk=qG6O)?XW=2vI`EGMMtffSJWm~j;0Be|
z-gl=@;^b;6#tOPT1Ce3^Q}6d<5!yvsOL*14%GMfLTj`K(Q3@ua&CkSW@Sm-|knLpU
zvzde$)yHhg!2T1GhlYSW)-hBOwm;^|Qd1psP5j!;F*rc$fv0V2Lu)Ku=C9Ar(vHly
znRNiu9U2raf!lvjS%3UmL%M8kOqa37p@xa;?z}u^Ui&4jfhg?UBTWJ4kWt4~3;6cf
zq)2THX$kA)vk)!no3GYUyEyZxnfw<KjgL0y#|mrZ+Sk{-f@AsaK2JM(xYkp|HqjU&
z%X?TSI5RNIZaLfI{@WMMG)<9qy|>+l(N(hR?Rqc3z1e2Bs9{y~y5ZGHl3i7mhH2xu
zP?e(pyCy7k!YKJQN9!)rGd}U%s%6u7UdW<Rw^2uA0@Qa?ttE=Xz6q)Cq!yb?f^?0y
zbzf+X#0eVsZV^SSwC5d_)UvZUMX^`+@+@yr!(W7t{s#iy)(%!lT&|~DO;6?520wFT
znM-U_P~4W9F}n0S?OdikTG{*1mu}31w4MO|qtelbL5qXB<_dCj33qcPB@VU^>wh4x
zukApZ@U1HUf4(-Ww&k|Xjh5ROy9AbIZ~f_cF+Pdu0zloOA8^8ceShkb1?An;MVr<;
zyuISr(}R(;lcuszc_F#ktWFbk|6861p%ja!t1AlSsju0U71oOgYc@HR`AO+2^2-3F
zf&3%scLoX7(Haz~RiQy%-1veV`u-`|<(P+Oa!-)eOoN+O!;;{V{5#v%fdmAsf>Z0=
zf?dTcX<wT5{!|O>^Cu9x%fSJQes+ClX0?L;gbe_Vz+h0&QF?>^URcHK8Qgid`pC3n
zo?+y((w9ZseFOfqiS@(_243&%*^P#8jy$Fo*L};bn-l@6lL*D!C?FspPx*D|tB5z|
zsDD9GNZz(i9!Xt^u(^J%*DLN$$XAXL?`7haj&w~QW{_l8gJL7FvNl-Y<JFVHD5G26
z@N=kFTMB|#V1Qz_<Np6RI?r%6`@fAxsn9Aqaf{KSTB=rQY}(r{S}kf*RIMQPj8PpL
zv1!e=R%^wMJ*u^9lM;j)K}4(|68S&Z{k-!g$B{^`-#EYL`8kOcG-PA;N=U|E)z!d~
z7n;1HOe0`)L#V6ZQ=zwOae3a?r9MQGwhPt6@j=vsKJf|FJmrm3J4JZ<IA$4^7wB~W
zV7TsZ-j}Gg+wwx}ACL<6*F8P*pwkK|*)Kf|10BBDuS7QTv8?!x*nxVuv_>8|VA3u6
zvbIgFFUUCMgwKU8LZV|LpN_Y&JzF(U?I3&&iuC?FwGMbU<e&tj$&P#I{fQm&1mmBB
ztlxPu|850FCzNZ6#x2!wDid-}mvi3SXgEk@C)(YZyj~Ua`$gJ!iJEHdy}q6xCqYY&
z0_X}7ZsdRZvWOIh=&U6!{Px(dpQqYg%RK}z7afD>`9HuIS!TxVT-l`##Zf4X)kL#A
zvZe8mjPGv0wqsnqMzj;FZ_WFiV*P<Np`p>SV>Pn!k5(5Ar%BX*;XbgtMkb8mDMkTD
z<_&A?jvLzdPea1V=;R+j$oEHqXHycli7-i&BQ@WqdSmkP`UO9A$z8<~rwUwf@zA4t
zGhN9frg`Rrh`cADxZd*#K$K-MYsSFO3ShH*FiFp^Y`gqwxX|raizM(X9~>tbaGdLW
z=OooA`*QekO0K@fy927v1^+{3Y<EJ~k3IKL#Wt3pq#nMy2rb6Yy8hCYBrSo!BsTT7
zGIq1omf8sqywMT4GIu+#;#)1km0n?eVovKAZ0hf;330fU0P>97I@{G{rvz*Pj?rDc
z5MWN%emz0m`gN>6YEoyIDeglp9e-;uHn~Lv6tpbh(IES6CDmlYXuIf`Twky6HiW%W
z`a=zYK1L9owCd1vpG5KXT~Ci{g@sdQC|v>;mCy}4iwe5IH0*BSv%FW?uM$_2GN5OJ
zm~;G+qbYVDuOckcoV=7n4$|v3%Jy4q?dS`$`IJ4NWUb=Mx}DhMop6mHFSh_+Z#O?-
zvD}YdZoE<azEF_N@b>4ky`eh^PS#V>t^MBT=VH1(41bwvd{G#R<ZL_f{}tGiy$0_9
zS`<$J-1p3@2@8`vv!^p&06>5^dC<Wf9z1bR;0*cS@%aEgaWO*k%*xF<C)h)t0Fa=%
zwkn`4VBhq8zxTe;;V|IfY*>^sy^T7nasGKIJaV%Q$f@OLWMHgkh=IuVY6Zb(2aFDD
zhRXAf0Q4QK#K6Eg^>Z1_EDp<{D7M>3q)!{G{?}fu6n!R#(I~$<j&NK}gz{d5oHB=O
z1@&19HX_nUQsXZAH~P~E5zr=fPI&4%F51lEdOoZN5>}uhqeoQv3E|Wp{U5XIsSj_c
z!gadf|GFPX%BVlqQ>(=yxg%JO_N6x}(72I*(e?G#9s?NQ{TMO?E==v7o%)fnptC08
zX7|fPeUa05n6)d<$jQcQf^5`U`TbVX84(vC-Jr@e8L)D-cW}JQ3j?cM2yAP&0-6MV
zwJ7-4V-Um+0%608UBSq7&CKn5AyQxbLZgr7V(4Bsvyy<WpQfGl+&%3v%V6FYKC&^K
zA)?Mg;r=5m=k&{fjw$}VG3)7(G64(%ONq?iS-x!kDM{q2e`lXK2+7GVpmnbGq!@m|
zpK-Njlp>Wp$T=7%@l#%&E3gx~sYMY>^nBS?62{2&F563SXC&ClH9>%7&>pbWRv>SY
z^A^t-xV*p12jcL{=z|<Mj(9b0er=E0>FBgo`PpFjZO-nYt3!)rvD2!~6ARvMr!N4!
zM@9v!@>Ay;e12vo^jE+^J#Aja)0;!h;6G8Q`+uNEJM1@_Wkgdne_4jFCdVZ73I)gJ
zAW4GsAO{cPZx6F$%bg50b?nn=e_r$-uA9(Y^j-ZfmP^$xT9VOCQzlL}_SP{r)pi!N
z`VK?&>=w6xf&8G!<|cr8erl4{D!b#|BY5}8Y4+FOhY`c7gGf=Qs-A7G!QrK@<r0HK
z=}VE5c9(a|J}g9hqHCtA#+(ld{({tN8rcq?v9<6a?xBnq>J?-I?o2vNpI8Ho<9cHK
z(b4mbrEk9$o_35(oNSx!Aht#aOLcv}yKjW8bbOL3&dPI=SV^*iv$z}UKAk(#%Fj}l
zWK6V69e-Xs|DkC7-sAG*SBIP%uu>fv9r!7DfdXQRwz&E(Yc(wcLs!Z@n70kDZ&(Vy
z_s=TeGo=uwp3_8n@DO!DI)9d7i_#t7`pJzWb8pQ0<6og5W%BH6su82hZ0)%|Z1m~&
z>6<|;QD!0M>rh{e&nz-c(hF2MnbvPRHkJHVq+m}dux*l*RSQ=+RE$@&0?_HGL7PEB
z+^rD-%N^YA%0&dZdE<Sy9^0pW@^arjmm(cUB0kfbeubp}9NE8@ZTU>#cRzD%{@-4a
z2Km^W*k1uwPi#Jzj9{PDH)C52W($WcBsVEQMd;n!z$t#7(AYA?HK~~A+fLXN6SZTF
z$?5B#3X&5C%8N4jefK%4Idqt4<@2?TuAqHPoy{D6=NgJwgf|NV+C~E^Rr6PYgh&=J
zB3B<4crbIg<cx&$=zFf}aD89#A29_9Fb$14Wh`v675s!XzPB@>c%|sDZE=Py28d)8
z-QEDV&#TmXw|O>8T5f;W1|}ioqtlVrQSY1eT5diyaypM*7;}PN6y_PTnl%#&AW@+6
zSH^5a;fDMo+={XLGCe;uJz-K&;71wI5eXf^Y164d`yl$2S?~7vVUk6yEeY_tn9wUd
zbtCH2#~Ng2@53Z`DwUuNF%f|f((lI>Hc>g1GFKna2SR2wp)jT{t31~-MjfNz$h#tL
zYZ{NG3%1)f^H?3<35#ELk74F!7fEUJ1rlM)m6EsmF^;fvC=OTjK<oEAGHg%ZocM1%
z%>1_jx9V-&Tw(rQbh4>f9SAy7BaK=LJrs*K`S_ur%Jb2ko<VB&&mPcb2z=!x&}+y$
zr94X1X#OhTQW^8CijX4TlB8{+oN8f#t3++9XZH*Px_Xwu#DmA1fVPOhmf~J{@H5tv
zR<>r@hFM3!cAs!tvazwh9PfO3tS1gr-{EiU2I-DoRb$%Qi(u)2*BD0d43CuP%sIIf
zH5GVRk!WgR0BX=Ke{EI~XO@tx<@xzZ!uM|HWTYP+<cnn%7lFEpUw?MFZ+6Cu4iy3C
zz0(O@%qxeRczpHnIv@??CDvFGUAKRE2N!JtEz)#az@9QsyKNWWdx-~eU9`d#rwP%-
zUR3>WbbnNv60c)7l4%%hdQB!038JPdzsk)wY0<?t8%VY91|6ru)$(0CC=7cIF{cvR
z<Lsj*i}`(49e%wLPl!{==tW|$3PD4-DOET&Zo!z{W-+zjE{p(=&B@&#xm89CI4ZL@
z={BQJdq0TCcLgT&bfG?6*2>M(UY|$g{zWF#^Fxqaj$mkh=-`_jdiF;M_cNq2@<L$@
zTvIHG(A)^+ld?9j!RUJ-ejHMc&CmtS2&YGF`HDb_oI;ywz?%v@&~BZpJ+s?zzhMh0
zlpeAftQOp3ENjVgfra)5Yym?K@aH7y3Yh#x<=-D*r&2NE<rerO;_<*~VCZdl(szKF
zW|v4<?J$1(Ai#1az0esSrT(-I*3}~eeuVVzWUhBKlu5R&(to){Y<Prv9gBL>B<veC
z7hil@;L)D<zJ8*tp~Bu)3N3Ng2yg=1@7Lp$Y5Fehoze1l1AAez&AQ@WE0s^T<z#*?
zf2)LF&|<iFp)neAE7xo&AlDQo5lDDRiLk4rk>a7->F=WnL&?L23IMY5`@dP(>h!`J
z(oZgLpRtki*N5f$F21As$mgdmL-s-l@kK%(6kKXja3uBcOFcI<+~31k^q8n$L@zaR
zv>2r3F$ox{yZ&|~qbq10E7XATP5gy1<9vJK39-b!%|5OqH7zxg?d7duPJMH6apB8v
zR8Ims%PTZ`c-;Qc4e{~{j_1#a($iW>6j>9=5XpNjn9y~*@z-yEld`QM9NKHEaN+x>
zW@#X>=s`I8r~7f1>NQUQhPU23%G~#ZlZgf5zdg_Ye2mg&dh2G>TjP4)Pony1;Z2az
zB+KlWK*~T~u5s%3TbOHknf50Z#nZIy^z>g_(j~h81F=+P6-a`H<Ybcyt2Sl(1m~EN
zGsK~Nl?e=i^^;UPjkm3iC7aw<rF}+|a@zF<u_=r9oX8w5P0TsYrYAkkB*c#~oc8=-
zZRom?S$l=||3E+%XLbFBcBupF<A*X5<v?iu%!&j29N{yQZn#r9uorJp{sL{acgAO|
zH^v`c39&r8Vq7^Fxy6*iyORHr!(l%~t{{H(Nu(jx`|gRoA=%^YByQ$E+T^LmWmfFZ
z%i0n(^0JFPGFrkhgLzPK0TrOl_Z{7K=jd1D*#sBtL0C4MsOafeldRjun!}VAvgzyA
zYI+pqp7wq#;(qOzhV8x6C&((8<a0ow1L10Ry=VGfE&RJI;+f47d!c`rT@`u6Cs3uE
z*Gf_}%*DN7dMTX$mpHeq7SctW;4go4qcSgF%73D`*(0*r!aA%KV5(wI$PD{&-D<Z5
z)m*;EL!!o4>f-d&-uGyUpAF4hPR-i8IawJ0usWuNJUeW>4b-QzgItT@CXbx$>*I|A
zTIg9ABCZ_sXmAr91RUoGV>Txy{~iyPSw6afBIR0Nx5(((I@t@2-VSnAW!_)06HWKs
zCp}3&pPUYohUMhI!F=M7c%dqf=N0*bVeaIw%^v;4q3rg^AI;-(9w$}^TUf;Xh`(HC
zf=_J&NSyt5pT}Sn7j<vMrh~YB^JHUt<h#INLKxyI>k9$)m#a@z-itbOpqdsVOfV|w
zz|EW-?}%)}+L;4yFRwuIO+SOzg=lCot**7Xegj*QssbQQ7`=JdcGDugUsJwuw~uB7
zZ35vj0pH|qr|kpv5{2OnhC-OR)7e33&o@-ob4%5uc};zcqv>YB8@0zJLoEi9UIHB|
z-Vra#>u=m^Qor(-UU;fJ?@#LZ^cT+!m}fLD1#2J8xna0}{tC1a#$S%odvOkVanyM~
zIfsKgvU;bt=eNO#v!89<yG~Z~#}7Gq0d_fXYgX!os)~t;yVp70T-c~1ds(#|br|Or
zGZtE}E?JrH>od$rr#AFIyF%Rpx`qj_GdiQ#p7(*HQGb@Vqn-&i9x9v!eX~Ah{ws!|
z8{K<;rzkbC9`Ln@=x~)rBM%_4V^OLWB41)lQ`5wRnkw3D@3ttWPi3ucq1+NmcA<l0
zpnNH)Bh2Q|Fn4+A+?9mNU-}XzcyV3`L_RDwy8o$(V}>L^-WcrW)DqybdGi#=1pE(_
z_om~*lMac9j>A74hW7SS_=ktE4r~B$(!3Ej>1Q>k+NgCq>CL%kiR~uf(VRTL(cQf>
zQXxMSIQeU#0cvl^%_04Lsz-gp@R=f5E@IHOZl=gvx~5LP*5iaYu}f>IcvLiL@96Rn
z#rc;n%^~*at%D{Xv2%sO<ANGjNxWCeei;l`GCc=_al+Xj7l8AESM^HkoJmsN`;;I$
zFtPkrPm?|%qZyCdl+#-eU4)B&^a`~uG6OZ|zCDw?8_`Hk#Xl*V*Z9L%&Zb3mf+~Ra
zbVx$QD0ieMM{+|!)+XtM+~KW$LZvjB*G`<^2o>#&GI(oJIV$Gg%WyrrhfFQ`ZL!I9
zG0Hw6w4U5MaQTaeZ+h`6?|L1FEh<APbH4pI-jQL%5%T_o-7Ni=>%<A^#CmYJ-$KUv
z#}~2aWl?A5bg?R(z-j_-AE8NLN94YR;y|bV4G63s0_#-T$XO989vc}nuP3&(o+5<0
zW;WWxXV*I_6dC!tQ#Ec<B)dnTR&K>DM`UiRKVw~Jfr<*@<J%v)uf+EL&l$Emg=bpN
zggOL~7xM3B0a*?7u{5?1P>(75^!m|JObV~>>bALRZmFTb+zDLwNgf--vDOlP=eqvI
zb`3n3ub&Tk5*jgaY*9O<h+o>HbyWN!sc8TPu$L>LNK?i6V?NI}%U{5syFd<s8%at}
za$bG0gvz_{#OU}UQ&F#%K{?B4cY`e8<U*;X;C?601~58`D?7MET+mWCO&>+EYVw|(
z;nQCh@=pa~{hie3USG2!zMrebFRr9~5E?2EL`8&bX*BzG{dV12=C@?DBX$<DZQ5U+
z*q>mCr#IaOIZ|W+*<8sbT%epwcrh_sr5QNrIxO?<ZAW)o&-FY7#XSJ=@pXaGzNx9b
z(7uwv5(&gOZhD?FKD~bTKjbdGC8Oj*&#HxF(~OA{_1Ou{AxYUa6*(0!b@z(b9ZSEx
z!Vhi9AjlzjwO2j1Ufoj6#hX}i&`Sau*s<OntNYgsEo(#`KVOVGmjq{f?4uTJlRTM>
zd+$ZQo_*nlree<GH_-C#icbkIh~8cG{b&lfv@QWj3DoWka7J!xw+oE*&(==}@1!Th
zGADO-lG7JmkCn~vbL>~G%*<_=*PMir&P#9LiUjb~TfSc=_pJfBgtAaEr9m`AbRM{=
z#Ty3CM7$%MO&t1}q$JkfDlLr4J(-$*Wu`+wdNQvPqvVso4Pd?zmG^~3^T2C~qh;3G
z82qUlBE6+SC-YZwqQsYM4j-N>RnE2$J00L)u5jtj{Yw%BOxO9Z5JCv<--J=VDbOt_
z<czmoMa8McCNA^?P}~CiF)hjitFE*xu<<?;l6jc$=YW@Z6q=Zoxi#DicZt26m@S&x
z$zMGjbaCQBZPVX^dBE;RT>I}gNZegGx!_jh3D#zj9jIxz!c-TVoE&|;-#_v^Yo<V}
zmtPm;lv@!yf-d0`=iPQ66Z`M@Z=ZK0>ha0)Oq9SMN3-hdu!l~(+cU)cA?NPZI=Hgl
zk`MgP4`&$Yuy2Kf0|NKCb>#hdn*@BrIP8v;u7~J{2KItmP`1T(O~1NDBxD%_jz;Fa
zzzom58%?<?7r12XqkJGtf~rNn2w6)t53R;o13VHVW&ibU**fSPgEFzb=&1u#`3;Bp
zjrbyyEhgWb>pKUg_CA<rh7nVvcw;ytO-t@gmUscSPW1fI(M?&v4py>$a1gXG@P4#H
z9E`}msdEM?_&L0gt1W5awV=l0eNnfo24A;@onDznI!1w+lQV`nIiC~6VcOz_mB2>N
zg<W}%G|R{btbkeAFe#M+?qE|@*OC4ET%Q^eKSr_lJz^z@^D%A&oBEbwS#5;PeQz$l
zUdaGM1(f>f@B47SOmoJK|MO8q)E&_Od2QVW1Q<d)M%vIZ3m1KO26OJkzG8tJdJR;m
z!kNrQcF%yJeX}%!zM<on_N_yoUES`md&1TCee<aOpeMi8I{=4VIOA0Q*^<|PIgdp|
zmenFa-&P6#c2UdbLPGlaoMqom=2ch|uV7U4cw3oV-#_-BF0XMgiL4Hj{y_O=Nc#?g
zuj30Bsu4Ta@Yu*^$$!G2K-%Yo)~t4y${wx~B#3pkGkM;rqVJfPMgw)LR!;TkoDIM^
z#vRGSY`mrZNlqJHSm-U*?CQN)hEuVc4MkW-@{1_wXkaNspaJG&$EakG@7W&YR@b>k
z7oiZ}^%)M|yg&0ui{NW)ilxbrL8O<BOK+279rK8WUGRDIv_iA}e<M%MBTVimiTDUa
zg~k#EYxkD<G&4vdCHa%+?3vm{=fuVkf)XwV^#P?vX!e$TH^GLIt==E~CYjm;9&AYo
zmR$D<3kt(|11Q4|`{9*x<pwlhljIT&*_wvy41N^-cW%KdCnm6AQ4K7hvaCvvHwh<S
z$ycq`0b=E{1knsp%CO0kVW`NJDVQ0|Zaz$7{3P^x7|S67izfgF)04dLW<R|zx*{FS
z;8o#8CsF!qQWsRRci?PbPfssXc#XyFbQ?fp?ghCbxw;dr&|ZVynHgn)ZDt3g;z8Xl
zPn^j~2l3<xO5Rc_a%P&;(}dcwjST$U|Fei<TZSz8Vk1!fd*;`Af~tojJ(mMzWK%*Z
zy@V&E6#F=uHzpT1;c|Tb&w)9k?v#hFFupS~t6>7zgX2t=g5K%!<2Eh)syr)o(+ZtH
z4l6Ml|6orG@77TnkfMsBpYk?t`*RAD7ptUMiOxO(TB4WEr3-Z51^<p8zqIyk;XS4d
zkXGJ!0a{#x-b8xO`4dLN!Nw$&r#nSIqTJBu=Ed?|tw0vXNX;kgPx7(@m#Mo+HFSkh
z<4=W_cB&PUHoBLuvh{L2;g1S|KIWNN?dt_iS(T-$SgHk)fg`<3sK>6{dUv|~miL=!
z`N2h7rfp$2(N`L)i38vv<B(x?3HD(n5xl_tA1zny-?R(*+`nDN35RyQkmGt#Py#Cu
z{6ll~y4D^VLj4~o7c+HP!oZZ#rZGZ};5Qzji!>y{O2<MtK(iun#T*U?n&7d(@d^R1
zh*Dj<lhN%PoySwDYd^AEep+VFOg+W9p^XCV;(yYhv*bN0qvWDuj2KHV#}I8Mgx0vK
z$Gb5W3>A`hSWYKdPJMj6=qga9OmpqPqUOw0bqx_#_~FB#eG3l@|6JZpAPip75?V0A
zqu2g%TgEUqHt^XZs!5eOw--wHnakS#XLS!1Kfu2R09BlmdqSOr?5!IAit!Ak<4X$K
zPm1RmE9K+z!Ot<P|7lTM9ZSO+jElAgS06~F-CelqV)`J3-EKzp{sY$M2mRoR#-=8h
z5vKMhZ<dq(Fsr}jh_r$H&2LDF43p0EHuSS@rf`+@;IS`#-Ii<(-Jblja#rkq=_1?*
zv>d|*apH)KEsp;i7GC`zxNq)X_nEEGI57-_GJMvw0@`Ll`D%}lBvn)(0=@^oQoBs1
z;&$lQ4wb%z^OWj+PD7~`@a~74k4*>XFt;>{s6i{cDhryQDZx8#Li@T@1vP;uVbe$H
z`}6oDgFz2KSKeM<$lOm_xF**|1{NoDa*ysJjVj92nlM<E5hBON5(l_A;z&tg77Ohr
zu|F+TuSUr@F?|rXj`Eq0M<T-E^~P;_c53C#2V)fn>jzltvMr4=oud}Ur+!SV_d|(-
zE~qDSjZJhi$`~qoc?1*wx7nPjp^rV><wps0mGcTD{}HF|5U5YV-ZBSvgjsgEndzZW
z1{icUUdC=#;ZAT96N4+cP5g=HHmknRzuNZAPlFMVKJs(XsE;QW#u)faO(DG80i-ki
zW2ZoTG%-oYp*P1lKHW{bzC#*-vlRu*PET2K@9cU+084L<*+OCn%fI^GYRwu0<?C82
z5GN6|dXC`FfbHwkcMBYTi)3`(X&kv8?a~DaZ~#M)%mYg_*GTI?d(?Y-!iHFg-z&o(
zzdRy=q&=e*n?B5{_x#aARtpZT#W#=@WY}effD*Z~!CvQ@$19j361I{$ESqyVr4W+h
z_geT&Hy81o-9ZMhaAS0ERw{}qHbW-oCdL-<1jNWLJ$yG)cJJJG`=t>V2-2y9u!mY}
zVfUBh#fS9}Q<#Q6@*Df~iX^59`XNz~Ppq1&XQ-!#7_UoHl>^v%O84g8hcVLs+hW$Y
z(;G7qu&~S0GvPzuL_rpFP7SP@BX$<GDVyhm9ob8|t8RNC*>O3F><+<_jZP&4T#ua7
zy`)?*^EDXi_UUx9;>70^{0T4#Lkt`~`pd^7ep&8oEoerVB-u4*BDzdw&LK2bSg+6I
zDF3)&-v8qg)4H*ov1~d4!`H>9vTr|#_$B2}YD+(`ecJT;dt)2<RO1+Ss{GLlyxo63
zqYL_&b9$Im+8HDB%pp(RY~Am}Hgbq{i(`=lq4YxzAaL1jWypF~`!rp-<k(VUTXGxM
z9_Dq5Fh{&KdW22nw9!-C?o6e%gbe%if-)ADg>EtDOwE^8q_*qy=)%ET2O_>t=1}Sm
zx3$}(nlTGgSlfVUS(5*J4q6dsLIm`vGl%oxdA=CgZ#cmrj@Ob%|5+yfMr!<GYUiR;
zMGuBwU!o?X&+|fQ_selM5n=AK&O^Z%l#AD$3K+)DifY+2|1|U-)f59D#kTT2B37kq
zw`Uvod3<@Dp)Vd(`e?1h=x`b9_{dsVO&uxzo6?_m|0;hrGfVQHn#I^n9ocA$z%~Nm
z*lM11SU@PPHD3MC&BO&PDW_f;V{e{`rN7tia$RP*J?uA;+_xSgo@1V$GFBz=Ghx6i
z+JSveMt>d;li$cM5<P*nV(1Gb{oXLU(3wiN8b&*CV8L!2f0DB%*+jQ89XZ>$z;VF>
z?1LQss-!-u$HV^F*s{BG*Pi6%Miv2Fda&f5$19|ez#vQ>DRAmO&su8T{NKp{3}s^P
zRCTETi|i`Die|VsOKcC^#6~DBMdcfmT5F}Qb3Z1Y)%PZ=V$K)JvTzdw#s5W3I(uPz
zVxt&?`cT{IEugXyJU@^y?mbAyQYO}hdS1)t#5T2WI3fiKVw6CXbuPcYI}+5_4flPl
znb$y<3^|gcpbPrLOv65$52nKhWCGWlLoMBA_FlD=`Q6&<Qwjv8LzQpbsDGMp7}zP$
zM3H*RyPV&uIXr%0?HO&TEAY)r>JCq(v25~Dlq%=>izr%Hb$$WjbxFiQO^wAK+<guM
zxPsC7bh!y-z4jf4&rz#572T(ed7J7E5wD~6F(R7QiJ6&HJ@FSY7JT6Cyhc-H_+u2i
zjq6UYMa}erk?soqPF_Ppru(o#h;2C_K}TqmDddXY*`zg^bLh`n(>ha_1mqSIO_jNu
zS`J^7Uwr^GWjfcT=K_k718GPI(N?(zC!fw&bSwdz$ibM3&PG`ElStrGm8_2Ucvw?Q
zJ1>;NOJ1?~B`F7VZ6KX{+P`D|ooQHPGk2yujN^5RDRjP2e$2aWu%mfTDWVwIdvFIe
zDUlf@{+vph$7v*njxLjr$w&>YHh;;f2=^nR<Ogpb%?KT(od+h)X{!(Vdifl4k6EHR
zPxiFPIf`2ScMJ~QsB}y-Z9dcJYHs;2uUz0$c?3-uH-zN7UJqP$k5YfOc$>d{qw}yw
zcXDT{<j^v((rExD0v6>qL%gH(uRvC+pPp{b<+o03{||H<gR4E*^Nqh+4#aGY8024{
z+W$=v%Jkuz{d06S)D<B8z~!#^FjWN9dP~J}vR(hA17<793-0UcWrh%rk^6og)KI)}
zzK1q`KJZDacdE4p(SjOTp*AF5>wUwdnOXAo#g+eo!qWwyAVv1=E)%}1)4kr;&7X2y
zx-jFIK=AE-)L`<M>me!TYsn{DDXC*C;!Y4k1#ipxeFIGiqB6XTOMz6ovT>|mh<vj|
z!{75V;SQ-?o;&g_%pG3<>1PMQU?&SE3gnVMP}mNz1Ig}Dza?Pc6kX6t#NSX@AITm7
z?m|7ntTu^-5d?g|R2yXq6LB>$^W;#XJxylZV|dJ-s(_v-zz-d}c6P7?RD|k@TAM$6
zA@h@)HJF*XQS7bI{9^R4$e+jdKO!$3zx*!r_TZhAm{wd%qgl#hxsF@C!XTdOx|QnN
z5*>9iS3JKxh8t3|42=RU7#5Mu#G>&Z&%>uXc8L$N5Cb`Qf)KVtXCz6T3(=(!P}aBD
zI{h_Px8X(MY0IrGIWQY*h-A;!r9x(8ti9VpaJ-v3)yxIFIukpZq7uX`juZ^(?7dfu
z^ipt_O;8c5!5Y?=d5;wAZ4SJ78kc2q(X_}KkCxaUmr!p3s-C)b>^t*8blHi2lb#pX
z`o|;2$!B<buB4cOa7XVUZ#?t#M^qG(`h7Flem%Z=M{lbMnBAs7P+tDr*?)Bf`}2ha
zt-egZkOa%M_>u3S;^vRDHF4s~T=F5Qs{bP!K?>>!LN8B+H>;qzRo-8GtoQACn&ux|
zi;6L)RwwuiF-Ar*dKysPZ2G;5(&9$FcrZ{oAGW#bYJO-JAGvcmYjNd6c!e9GB&_6E
zDr~-u%P^}ri@16ci9jSzZf5oxzP5AEBs!f*DafgnLu+1%c^(A@Vl6x((KeU6FU_f)
zZWRqQSb4-e`t0?x55&P8<iE@ZE&(gtmNd3isKI(r>@4atXV(n6{oT=_c*OEC^{}DE
z>)~HF^4&{D_YI#{Jj_4%u)I$QTF_?F)R2CPq6?<yUaOX$(-FZuZ#uvBs3e3X;Sb35
z*oSpapwJfsR+?TjQt<d6=&<=<rY<#1!RzULlz@03W2JtBaH;|eDEt0D&`aF=H8bSt
z)Y*PDPPS#}g%nv-2x)J6jIRDN$wbDj7?gUC;D*S|amrbV?ZfpEKu!Y{A6`EziU`6C
zW)GZ{c-1!}E_HnW=Q50u4=ljj=28@oQ}?Bm=>_em?`#9CbKJ+w?SYxg%%90f|LW4a
zX6=qSS4pTa$nxsm393{+rVu6Zv0@yBH5?}uA$GP7>a5)Sp!l!%F3kX2)huwOrWVKW
z2c_r>TCk|3cFre$jDhPus=+{cUqa6K$zgIT82E+Z>D8oS&TY=ngc$;o(yLJi4}=37
zR8SlGFa2v?>A)`5Bp$e(zqMb<$K%ZiBFKg*F+;cyZ=72Hg_fKY-?^9{FLhJo>tv);
zl%Vq|GA2SYA{|vwsDi{siB}Na%Zpt3zN|%CERY;(jVqyAGV*t5pYB^!&-6HFXg^<O
z`cRvk<HgJ3no^d7`o!XM<%89mMEA0_UCf#bOsk6+0|LhwD<2B%en5UFPjpzr(fQr3
zUjA8z_!tWw9%n#iDnppl1C`E`xrc|oPK&2qXbPl?z@A01&QX~8OhJpMvlA_~@k;Mp
zn9`{h4g=5SE<uU=GOCw?SEQ{7Yb!_AGZBZhBYm&1{hR2(jQ-p1&A<YLrZh~uiU`fx
z$Y#jiC1-}%CzUy^_UQHa$U&F<av<)u_V3b4Mc=;S|JYj{qQ<mw6za;HiUTV7>c)*2
zu)~QdT=A}j?bFJC7xJ+O?LlqGje_)oebMl%XJh4^zVV%nQe8~)nRD=w)7IQmg7#fV
z*LKk5HI?CqI532ict@_vWuO+qLJHe1jp5M$rq1k9yiYbxJdV`*yoD3Ew}EPMSB)D<
z!H@%x;&urL^EK;x@S2=rLaq#N+*a`N_Tpktm-cX&4XN}=1KPgDC@j2=RC_7nh>=gF
zw><yd_%=M}{U;{X#<Nijv0mOE-@v>F>)lGT(^bv>k8Id}$T9Yzjz`ZfkMJ_{iYECD
z``XF|NZi97oGMbSYbJj@iLn4SM0~*`Lb&~|-=kyWuTYYgG5TI~LEZ+(fXIs16V&G<
zIZXoZ0s5cgU!JPION1=$ar;j5R~BGjmfMaK-&RnK*F#qbn{vmx857iljR1rSE{IT+
znA1D(#Hbt4vk;-?_s|_4zn`dTdHa2KPq=bzOFw3%xF7D*>mH@)7*+CZAm>0~-wYca
z@Xh}ZT7057W-9hfm$gL6**9|5t9LEjdUV*pz6uA7ZqE71OuBj|rZmwAHkEBt5=ERs
z<(G^c&={0;hV*gf&5lxgy!}F{N$}RbqycMafGBHM|F-fnilLyGug>Q3^R4iA)6a@b
zs%La<AWq=mjkF3=earQVV>si(@WAi3r%H2^`IH6hsoI?pU99?Tgj+dxzl#19nQ~#x
z*QGbU@OEygJ55xpC4~Gmmr~(5*ZzDE5@j8m<GkW@HbkY-!4J6{Y3w?L2@T!w@F$9n
zySbCMNq5pJQ~x8+zCF-CbhYIAdE2oO6<q#$joa3AeJ9e?FG?=7l56w;%%9I1dGXh-
z{I71k_USio9btLSSVOk7C7a5}my-~o{Gz-2L7=k|bp>dn$W;&PRfWNc1%m}r;S&2Z
z*li$y)lODZ_C8P7npD+xD|r=o;?p*{mh;d%AmC1l5=ZxovlpU~sQF<z8QqCUwjDI!
zt2w*z5BjaTATi%{dOJ_)!glq!?WT)o`eHmmg^GH8Ab-)ntuucMJbF0i>GfVmW2BY5
z=KZ`JAB?+P79J3lF(ccmiBFHE|4Ln`Xa5pr>qz1cSef-2$rpXZ8W}tZd+;oYa}G2=
zKp({&6HRwCP&X#aU%pZ}f7?(!(j_UTSX-F;T$OlE_-Da-o2jg3k1SefJ$8E9%5B2K
zp+Ns$R?S{y2mJ%>gP_1^Ubw~bJC{j^+P(51Pnrw$V)<OkXXk|O5|M2Z1U0XVVyL?_
z6sHQB+$@Z1F*+!I>wwc)knbE^_XU`_SU&aM=3lXwBr3HMyN*q#=>PdX-tFH)SC$5f
zT<reYU$Q<Hvd+R=juwTjs5oNMWE1+u*ZKg0R}a??stK*NWAUrP+H_Z}sJN}N&p$-)
zUXw@M+)gFi9X37|5J*WxB*_PE(E7J>{$OG|ke<>!Jxlr``^ESqgp4-X$C4We8Sa8Y
zQ+Esh2TF8$>0^?yBX^hGv=iwss_2)f)#FFe_}~@JAL5-Wu}6E%@%qzJ@L^wX-jyhs
z2szo<(fItzZj1hHw3JuD*g>ENp&`@5BGVd(NTGo=IeAy-%Tik;HK)*m=dRA;>rdx)
zWb;1t=n+Xh9wasSMZ5Q+AH=$ie6Z)&yoAquVpgf*(n{@pm_ztHK}`0}Fd&=l+e_No
zogB1JPl!cjPjwKDnh&TOlgD-=UCP^S;htOm#7`@C%#O|!z&QPS#u&9_PU$SMUFcS_
zI!_$NR(<&7yk7SE@HZ&g6l)Gm7*rHS$ZcJmV2mQ`pEL(WVmvyIJoAp$ELui8zQHND
z6Z$;E9`RFX=QV!4#-O=Ci>0(HF;`K?_`btkW2JsVLU#_6{i97hd#l3Iy3?zBO$yx-
z1kxG0+*{$xd%gW#P9tUa!M@*5CY`tF=pu5n#q{9}&bA(F9${<*;9~8unFClw^+)P2
z`o>uqVh^s?gvRJ>%k~N_2zA>HF1MI)t{*N5kF_Rfz6s$qOoy;O)+5J_n1XrxLDSVg
zDQWz)`eW<n&C}@)l?8(8w;4AndOo1|aTPZUDQ-qy-&K!px3)FjoE1y-;N|`7pf!*L
zbueD*8fNS4WjUIyQ-*i7&kN2U3C%-tOAC=JIf9yt{%h#$bSo1q_9gJV-8^iYA3ypc
zrA9vWJ~_oF#@V?)#oNfw8Hw&CcgrfxazYRJJBk7_^DfqAk;WBLK%aL$H`)Ys5sr<O
z2_oPM6~!z=3q(haz528Eun*Qi(GHqu-?vowvFyMZkA>tL=S0oG3PhMI0*)4#yl53J
zC|$Ua2fZRmhcj$ha%3Fk61d!Odeqity_RSTOKlqjd`85L(}2IKhsjvKEqG^mMW0y2
z`2cEdj524g<QMyM&EFGR>k=KAo;$GZ$OJPkv4-x(Zp2HMP0u5w!t*ls8}=UhHhegl
z2YemU`OpSCf5eR~hy2Y$PG%67gMkxLhVW`5e#7ga`{lrP;puX0zd7%4B<!<{r#}JA
z3$>`J3!;(-5p6ScQUp(%T?f{LNS}#weKEa%EznJf{~<vf<f=-Gfr?k^$Y}>ynD6qA
z^nG^eb9vz-pQHoUxV5Q+Q26;>8`F0{-Zu|w!(feOYwBmUGi?z|9q8WnrlY(IX8mza
zs_EzJIInj8Sfng+pk7PcXP^O)yFqpMW_hCnE?bG08sr<B+8DN<BQTQ}@@n-ckVvR)
zA=d6k2VzgQQ-Psu$;<VP6Uj2sOFu4My`hl?(q-WYJs|aJ(aq3@#S2U6gOXL(`+#Vo
z@@{^54VQ>-pQnuT%GZ3#yn6=;*A^O5bR|6<m?f2D8J(EGuwu!%JI`-RRW(>M^?-LF
zD**(x4{&nbHRoC8)pi^I7Y0>oCJPSjttgr?<!fNWJU@1<on9e+H-5vi?h`PmwnzMK
zOEvONc~B;zS2|F(+F;r9_c4V}^fD@6hF2s&j@PyoEfqWqhFsjgJ*=j4h0;Z+T(nxg
zT03K@j=~pA6H5(9`1ur!3DJcbhF2(VX}_Pk^6Z&vrH}g4m=6Ew9OnWbb>gjcR*AaQ
z9y9ZskI%&k=gC(wPgJo%?amA4m|{uN_G&IXd(E(U=UMYVQezvZ0AgQZ)kC<Evp^*Z
z7xN1RmTXL2m*WDf2Cjd<@MHdrotQb3{>3PQ2(L=0V9>3TIH)MMdh75h!^E!HzH~+h
z+W=Sv5%%b3G}`>EU;RXBLMNxmB^ki~;+uoG2yu>$&MkFsdjG_pu;7Eset-Y$1$@H%
zV<ZjYFbW8J#66Qw_}aSi*QsNnk+&l|A{K}bmTk&$={CI?&VvbszFop7+5GI9t&t;H
zz1g^h4_KAJN|3lCGjJ>8T{jL5?|oriM!_r>cSM$1+bP%8PXz3pBGA|fDH|K*vdg`^
zxLY9R{cqqP2)7nk^%}A6A7?l5Pc1$w@u1DHOT6$i%hx%%jG2Dym|tsX2O93sgn+X3
zaT3`?8bS1kl-{;qs+vu!kuM%MR2))#=uCetv&nuoc;%%mHb-Tvq<=mp*5hJrQlS?R
zWZ~}<VGh&*EtPKfpU}%m9^}B2iU7BpJzwz@pr>bRitM~jIok+(mY!Ut{`fp$)q&N=
zMB-O4ZDgiqc&}E3la~O7$?zH8WK*l^OoFSsEPFs~vTB<r>~Nynbrae+<L9&%w~U50
zMzhATMl^it=Lj(NT#aeaXK^ht?N(xe5Q6OV%Q$+3mc%RrNdm#ls|4sO2%N%v#w2js
zs-ZLlzqV4eJ~iu28x5?3O&oczp4dhj?uW_4W>f~AO4Z3bbI^Y$g%Fy0xbEmGd1`rw
z*Xli#m+Lz<+u;YZa470LjFBH1QtB0kSvA3cnuvwGnzXD99v8P;RlfBAZvl~lDe=f=
z2<%K@<E1Og>n0!=_*Hh6lpEVl6JNTNAYSXwqC%9uKvH3-SFYwh578OF^n30*+<(Na
z#wLu6?GN9+OANyt?^|O-yqc%fJafFUfTsF}wypKIA-n7T#PiK&?K!_&xQ6A6mjZ8{
zHD(8<edNPn1&nxt!pnwhnfFr`aM4xTA+*ufBu-8?2<K~##7u<*62I72pj0NE+>DW~
z$O;;r7zSiNVEx6<5?HgM+A(ssW;Zz*pLE%8_X~4=ywKTuN0asgb9bq(EzR(1YvAy?
zEth3im1jr-^g1xuubogREb6d5+W)X{3aekAY_Sy^^p-vjU|3KrD4os8H|LN%j_^pQ
zy>G+d-@|kAOsNyhA{^9l#?YOC{&c=O4^r5k+|(oH>{IwzHB|yT-1?|A73u+Qo6=0P
zBYmGhV2c3N{ca2IIZT6R&yO_^MG3R<+Z^J2!evhU@o)Gpqz<c?e;<FTJv(-H?wgp-
zDp&++7ZnRs96EO0eoMO3<b`M{%7mdkBC`8ou3NZ3Ml;}mzmtLQ)=01-|0vrK#bksv
z&e*X_!5|-(yUtq5z{@)nbss=`eFsL|?cE!h8loqB*Oj@ogq<(qFU;#on5Q0LLcP`)
zj2iqB#(BBW+W!1$Sfp~njH)Hga^8K`wss@*)4oVf{d8so)9I!ROPuF5)$Kk}=ewFB
z@l>M4nEA3F%ibS)DS?AcLJv&q=HSxGNn(|Ma?Z!9EReXuApNsZ&_1mYASMP-j?l-h
zn@&B-Jc;BVGaF9-PK&t))x9pm&H3$1gco?675{t=J{Z*-5UfCHJsg+oGpL^1>{iW@
zSv)x%!=($zC)e2W<oyqXI&mlaPt0OnRq_>q5ovmdz(Gg7zKB+u=Qfn9Yp$D<sW*~U
z$y8@*SaVKw#ArA0J4=sBM#kn%r#C?=Z-@Q|`WbPq6nTKh1>S1O3T$6MmjH5Yi&cHl
z^d?RX*bW8;A5L7`3W;|*hkPE_!=Ea=uBJ}#ZB$%}{q1LdQh51CjpR+4a`+#CG-p()
z?!IFbn<V@jE@GQuF{N-6+ES*NtUltUQTbt?)_S_|RX~3rp+hdYks~_lLAnF5LlKfV
z$K~Xdx)QQrmdEDMAQ)4>kgOn*p2y`o=zF)uUa~#+-oipqb6e$sxmVsVFTf@;LT`6{
z-2C<X+4dD@p=_}Si!zJ*qsZOF>~^+Fcm0pdshDq$*V$wARjg@E7f^p@x%g!oi0~4x
zDMp}GIQj|(pLM_4*i!Xg007=;Hyq1NXm6@F2x&oe?==`(rx9|{4`lH$HDYpDuWGH(
zvQ(>_(;Br46kd{?M_uPMZ5Df18+l~m{R>aVc!h;abA9hQ2|?Ju9bO2sOLtpl_j=x+
zVGH;t*;bO|=bYvu#wK#8vF>6)Fv%va1qU853utaP`PjLEYe+KS-IH1`ATn*gR*puS
zqrW!wQ-CK7u!(MXtRI}Jrye1@zrE;O7OC6`TZvdZaYp!lPjMO=ye96`vvg!^3|6J|
zs#CWX8RB1`G|wPN)tHn}?+)u%$tNTV0&73$k<f%OjPt&CZP;%ZcsHRS&cC61a){=|
z!Z49rPtr;kZ_z%}e>$n@&YKZF_XhWWS)ij4YEobE{np;KwYYyPuq6Q5mL9n|{%ZaA
zUT&eYK<DR8eD@!2V_km4qLlgKQ{E3Aa;HDaHEkQ&<e(xNo5K-Wn>-xUhV|@@LA%-0
zd`S;)u|Zz^r$~TJ<hS7k{~xHv<zc>po@4z`RBV(nC-3rS@+j+~mje2q{N!h)%=H%E
zdj550I-sigqK;KE>r!HYw;&Me*+8B!GI4HTpj}TjJ|Uacr&iNsAa|KV7X`t>WzGlJ
z^`O1V*&psal3_mcSdleSGc=S#$H!Q9lj-KlYUDEvAWKPlVOIf%R#Jre|3FRll)Vlw
z4}^1PiDZk!kPd+bW#iY`wb8$UIZge*|Db`5uu5%u(J1Ph2fq(NU^O25q|I*uk6L8I
zdP`;Iyu$SFy^<2j1mf5Iz0C@)!-(cwob3F4$i;poAO}aY9Z|i6-oJLu_Bdgf_uYtA
zhSUTU^oG)DbI3QmmyyK?we-M@L_DQ9x`^R{bNgEw+O<}Gb)25@QnzR7Zun581+OrD
zhFbe(Iks0oQp@^Pzin<>9<QUOD0k?hq_Z=~`pu^QnukRx6&ImOsU^WqWPD8n0o3S1
zsK1<ZO+WzHvk;1uXH`M@P64lBCr9aU8oAe(bND!D_s<%Svi==zWX@aMUB43WnD-Dh
z?d@`eu$U;CrRv_82Yh7q-9ue}6^6A`m=>jnK$0j<-SEYOu8NM@9!r}qK6>71+iKCB
z{ieRLsHLc3nG4PF#CaNiWUv{q)3zqM`UA0vim-#1kKk;PPyYG6n#ruxkLwfuvRoMf
z6<1oTv-+WE6XHpLvCimobb>mbAk#;V()@p!)T6MBe9C&Wy9RItsqC1}kE7S##L1B^
ze&r1ERO^Mb%V<JXT~(S7deDDJN7qnlC4px2;WIl-;A+!0zx=e7<o<7yiHg_*YDj>+
z`q7x|4{Ho?1}#EYzrFixwa8^DO~U`2jwZ9xtREiRp-?w#+pruR+m!iAe0%wh(sm&-
zN=GNuv8wH>q5a(-hj0u9L8Rw9vG0NI7RARD1(MF`!_?dU2Rb!ty7_@mT)M7wF+3`{
zhf}v?;LkAE_dZXzk*fs^0A)+XRW*tIcgI_BY{r~<S_PZ4fb9ABC<ku*^3eYh$MLh2
zbnq0*{25AE^&1hWD%_!FoN818z%*@N32*OA3d8QD>_?LCJY)ZoKH%xfS7<tYd&Sex
z@JG%Pw-DKR&v<DM!sT>~cDrx~IPjl_$Ic8IX`napA@A<;Jtv*cuH=@=DfL1q5YDCw
zw|fepTbW||Xa5aDEozF0pw+-nk~j72#&atL|KH>8q~HzN=5M&r$X_$Zv3s0iV%(k{
zMiVZRrI}uPG8Ikx3`xd*hD3%tEG<a+iTxKK0Ig<E0k^2>1}g4F2hN#rDtc*VtJ|A-
zqGV}a*B!p$%DaEvDNi@AK-D)U;#7Vz!rl8(cnyF}syNnA2s;1zWq+fX@6_lSi#1+R
z$Whm!w>IBf+6|&G3ri}BZ80^9>&pnQ8arQ)wjg0YQgaoE1`^TBfGR#-3&+hG+uQ<+
zk_eC(-~4cbdQtUy?W+E{$PI~w*RGfbWkfJ%>oW!^;P!qoU<NEY4!Kx=NVZUm^aMzd
zuBkI&sJBE@-NM068I@}*+<r59%cz#O1f;W>UDnl-FoacfE9a^%IY?a@(xAn1a0Fe<
z;g<iUzxwkT^Ob>|WxmHMNCM_Js@3lg(xl~2<YA@<L+FHRnIYx8U$F2lxk0w^n<-MO
zt8XK*6-rp^z3!IW50klM9<?Y$$@h2qtftQ3+Vri<N<&NWP>zAv!<%><U{pL+yXf|O
z^-(ZVK9*NQ27=^f)p_Xjd3~Pk?^ox!^Lz%^MIlh;FT8yMZ+X{c^!|RuCNxW98Q_J?
zdBc$t;)xq>eCr?QfCn#hZG87G>G480{r38a$*9)w-vRL9M^SnAC2v$N_+t1L&&b9`
zF{wvQ1g-<8LBK!X6$H!~fVOHHogtB;$#xz7_FRoqQWymFc_ma(zgNpb^?UaDwdxlJ
zE7w(#H)Q}icq|Iq%M88`I1~}7mx<oQ{S6|vDP`J{PlaF1LcC<Ci4SO93ZSgjO<xut
z8rt4!ITi(W`9vF8KOC)fKMQ6+lUCEH#H;x8NFcB!RQw>qrt9U9U-}@#Rrq2Gm>J@C
zs;1+euEX-a*lYDo(4`<}X4Kn2B{k~Nm;ROwG@Uayu9$4Hd2%#ECu6Lh%;YIMjmx%F
z$^~!gM(W60@L!_*;M792VUlF~shW_mJvrZJ*=>gm^r_oXY`meZ271IWg6si7C$wry
z$F^#Sk=kP2XFoJsTUoL<l<%vvIDU+n<P*bv)>gZ%8u1w)96w^<r9ilB<t`YEn!cK$
z^SiaGv_R=R-%|<3?t9SLrRw<pfx$tntu!`5VfK_(U-%;XzazZ#Uf_CgZsyzHttPD1
zL7ZPoJxrt)N^XwvwdBUU4bX<%DCXu=H#36@FON#ApV_Q&HxI39eJ?$_l>xOaa=Ta{
zoS8eB`QlgP=8a`Y_}sV2T3a=>0NNI*4IL4rTy%vD5I`pON2#So>Ka`5xefE`-m9%V
z);Ej>ig}~;CYe%G3PTsYNWVfY-XUHJ*jw#ZX0kMpzRtPx@MfIc8p*y+TzhZ%F{$I0
zWaq|oZE&1R1c_K{Nb&yd?J-Z@3Q7wE^!o5Ri?9=}E!<xf(nDSBJrykeG&wlY>4s}4
zZn)?$ny&4vU!97C_~<EA?`SNw7wjws#|)fUhm|D%m9;6C;y{Y*gVRM}T*GhO2Iz(A
zaymx-gY)CFo9!f?Re)o@nC6Y4jN>z@+rxWn^M*RVSl3k2yrf2kl#{Ws)RSHFLL4OS
zii}Z{kmBgmRMaQnvbVf5a#f1>b)T|Fil_*p+E~xGcL3p$Y^rqAlD-GTR|4tz2RzRo
z!mriC3YUQ%lCnm<s+*B-L;!1F9F%3Bhzz3?*ByCBNKyT56`RN0jeu{;8ox7HAbd%$
zYd_<xKAf3*D1=w=L$7+%#?QZ3_70;&IP?Z6{fnt1?S2f+LpS=-^ht<)4X&UqHx9tf
z;OMk;i%WO^URiNYXTb<xDuv6LJl2K0D0B%gyNb{IQstus;ruAjC6b~XFF=WiJhdpv
zF`qqpXA5xA?574&aOF5B4tAh%;z?`@951b2lE?X%%kED2AF6$v@LS=f+T;n8-(;j}
z;FzUKc*|+!Ng%duJZNUH{o5c-eVN}$iQ4|Kh3^H`CIF0LjU<32E?Ci|bDo#oTrAs@
zcYecyOvS1?1sWTmKCZo(^un7=cs2LTl8XDEmx$*6{|b;0FK8IvqUq4}Ja%|nP6?<4
zysyN#69`%tP#g5(l$)W(bG49rl=EBge2Z(9ay1h*n7?(KQ&|>xk9rTF(GBpt{%3V_
z@x;dQ87m(29El6{T**P3WUi4X^W>XDG~gQ|OOJCG$z8-QJSw+_(}#{ys`L(<$1(&r
z7tBqx+wzV~1sed2ZV)M={F71C3$y26t3^X{n3A|OWP9!_n$Rw6&SXe_3$GGQf;Vc&
z*zBmWEsF=yM0b3&zTS4@t+;0|Wx6q6c0zKyFE-SH&LmPjCQ&NR=8wm!A(7;@VYwAF
zbIKVfR12$e{P?r?X=&$PUl;*AeEQTVW?llzZtufred9w6`ftbC?fS}T{rW(%UH-%d
zm5kpV+0P%OVs7spHYLWuxiP{Jr%Qs+#nAnG8R*_VUSS$i_Z(P+!vM+ZI3g63b4ioZ
z9O_SQwrwVg6I|LVixegp{3ph^z=*L2bQAgeX%DZ$4RrLB=2I+=q86**Aj0+F#fyP@
zFY8S$3!u<>k%n<yyO6%sXmEpme}6?tlQ)8BX}{_*ORJE2Iq|zUTO0UC16YmwN09RA
zz1!5O^Y?Y0fi7vmWRVf8P(qCSAM=WZCSQK2%+~CecR`*g&QTN5ODck4mF$F)+@7Pc
zg@vpR72-=$Wa;pReQLTt0_eiV@BAa@qW#Gr<0Z<RifDa)c>;ND1DTVW+OuSpv9lRk
z+jmVvPNR8G?(BsY0FINocjyTaX_Q;`dedh@A{f^8CacYD<uj=zQ}%!@w+vEdjl4bA
zxak+A#1h>L?Fre^-xv)tXK=^3u&$YBz3{P`yF2y=nLMR0f`l;j_?h7TkE3%BWa|I_
z_*}A-DCL%GQOYfsu(_rSxiqC*a+^YOo%?c~%ZF}r59KnITe;1B7)Elxg&1ZoZSLlN
zY1sOm?{EM4@7T_HpZELqd_Et~+pumxFg{Vbk?U^5AX*BHE&{^<>@u7wghB25iGl3%
zHZ3=R?KiS}Ak4ROb?L#Jwr)DB#Z+Fbg_N(b_>WhTI4_O$dBzLn87z}Lg6c%(d7VD3
zGcyJpH8w+6d$nqjA}8kKHT)SY2kd?kN>he&#`iLrI&W<g1$s=f+tBKg;);T7=uObg
z<_b=EOGLM9xaCNQ_62j|s2gxP2QEf>VL+h!{yxCs`6lP<)6xnZqz{hNGTVnPuq}`y
z<0y-!A3!V~j#{jKyIwz1e(FubwW~>R#wFj<9EAoeLJ<rw8}A_xj&shISMedzeWdVV
zzhK<Hn$)vCe|JduXyac`QqNV#yy{i*Vu1>pX}E~^be8EATB{)m@cu)2Gi0!Rx8}=^
z@|qiEIN+QBOn6liU*D~J0iU@Y7xl*4L4&P(IR%JjF5nZ^nl7_ii|PO@L9%Zj_sNz4
zp8+*Y+nMBB5`$yHjbEGRXBLNQhiP7R)Q<AO2MqyCTn%9^X~4A^Y!mZT?2z*-+qpd1
z1vS>42$)}7Cvl<k(V&e>kSF55ySM7LBj6t*1iAddkvqP=-0LuIX!cXp^-^6^fZqFc
zY`+E@vMY1eP8aZp>UJ<DRRmhBHNIP@XyPnfe>-9fTd5IQi_paxVcPfNGu;jPU0qxn
zi-N6!D@|K*ZAloFRO`3uYSWB>$qo435wcoJgKHJsnKLYvfim5Kh9sO^<}ZWRKdh4q
zs*{b&O(p&2kd99IZ^dYIwV3E4c?5JSWO;wymHwqJB?cn5O1NJi9aZ1nA<*UdYsb_l
zRM)=iR{ei7#C%y_*Za0ZDfwn&!!ku>HWMk~NI-0smMQ!O*7nv@=f8f{=~^%0RMDED
z^U+VSU?lVMZ8Qbs2y=@!#Emk;rVlDz_kz18H4Lg=Z~p@sACkh;h*npJcl9S7t0up(
z7IpMVQoOi1TjpPDM@XPIUmS78;hbz>N@99bbrK3nJ6xhOHwxx{pL&$~KyJqL$8<2s
zea5EAjN2-}7z-RWibiR#edb8ez>f|`T2AX$;~=P+#yPa3!(2mnX1LAmiQ8S7-Sjv1
zY%Ynp?5S<%s-rIWweaQ18ZCErBW9+D7`?_<huylLx~x4L1x#Px8U3z)8J?^n${LmB
zJ=rrq?rW={#XrVparyl+@2#oB)k%q>3D-}xaYk@YQFpIL?t(ME0Rrueaj^e`z@b9t
zD#LG#e2*)F^1MXg`4%0k5WP5cAFg>?Wc`w_Z^$flpXx%e^_|an=`Ey$nTtO;uB?J-
zIoyP3D_L8^xvD3^n{C{~lJPb5Wrb6Oy=BrNDv~?h>vr<z7!uCqlCQSDPxiQ2y~Hf~
z@fS=`7Ft#m-#z8a!sbIa)$;X8S;e?%FQd+FgdEQ_?cj|4htx)7Gc-v!APKF5x3aMs
z5YX&p8%dsug0NGQF!}}_jteSn;+Q1#Ywn*8I-GLK-o8PL<b>WtQ@-qZcVi?X(`%AY
zPnP$pA;_xQ*aP^-9D42&&86dA+$T}K@yeJ`&uMO$--tZ=5FPNy_CLjC9pT4eMMf2d
zaUCmLX$EFS$wp2wT2vPw3JJU+wYlmNGK2F^{s+P#!dKl_Xj}1VSKW4owVD4wtA_?Q
z&w`NO6_(DuQ|{t50Gz%!mJm<rZD=c2VoREKwRTlbM=bJk0!#RaH;HM>281fv3c`Sv
zgSSU+@kTdks|Tewy#^m(h8rvmm&J=)k46^4jTlV$Cb=xcKL5Kb^K4B>zmb_y{k_*<
zpU`wtHJ8gvoos#Bz0iZtQ|`^z8sk0nU2<~BgA$L*MY48xJEeRfM|nhc8q9doba0Ef
zS2g4|VrQ!Vfxer6hJbAkxAO?Luc5ea@JUa|XWwkP-mHHP*RLFLAyy)b^%fKkcWe6m
z%E7v$ROyMATG_U~N-P=ew0L@Nc3+kHyYo?Qp1kvP{}M4w-HT{n{1iSC%N@YC2wd*q
zNK<V&jlV-v*y_()8)3inOHCYBhrj?z#4lD(qu7GqtwU-u@VgMyZz#d%cLmjn)o{SQ
zyY%CekfzcQ`(8`nEBT3^9CPco87YiLivt^l<HJiH{*IDTRoJ6v`0sKWj?o8tl0>c0
zaXwW9uc33Dje+RTdgoq^uQ$Xm$){|mcA6YW3SO>DyIN4;1$5lw-FCw^UgqV8;rYcl
zX;|_IQ+y+E#XnH3HpApOL^A$zUcrSZ&PkBO>^f7-FC_<N@X>xXnYkY3VrGa`v<ZP+
z(s}4XV@a?OIcwM{NGWyhwXp66Y}G8m{<s%=^FtS}rVQB}!c|=k{k0V+?GKw;;z2Ga
z;)xwk79O+}^ZH@*DD#fVzV4lfaLMHzw`A8~m&q&m#MBTQ2)b%dI9l!0x2f<Qag%*M
zt>k#DXW(9Nuq=)k=09{%l@W-NZ$1hV>vt`ZJRUZQV5v{jw+EdFtl)wG=p7%-6t`px
zMzp!EIUZ=N8<8A7WH*jIZx<lBKuUcCL}M|d>9X;I<^<-65X5McK*(xI%228J9spJ*
z6#6GP4||#2$}@3>wCNZk@M*1rZNB4stG|yY4$tKO2#Wo4zt4dq9?~i(Y!gVyTGTqu
zJ!*93EXyzp(QY;l$=e%ob_qL=>6t!|e^OHgbg>bSiR4k+<^E&2R$LU!peJ)sBDpvc
z<1Gw<vPn+fP=Fjnd<pjuPgIg%6^zRrvT~eB>f$2@66M#jj}B(wHZ?;bl`}9G!5R4K
z;mGlk`R`BZexA;#jZK0gh^mfiD9v(=N4=3l+MJa328!BcSvgqF41fh+tog)1dM_@N
zZb*lbHwd{SVbJQ8l4N{n!LOlW>?#h^5KOo^5dLT2rUV};0(ODVg9|;I^6MJ}gwDBj
z##k%Ucd(k3lpx}z<!tbc-QP<O4%4F7W+GsOI9fB&)I6`cG3#*>k)Jkm2;c1WJX8@|
z=(oJ`OBDUsTTlqZ%R<45M~ah+tWy`$V$S|CgMgeqLqQ_DM=jh<e<d!?dQGp`+gWsD
zM`zq8X|mZe3IGcj)uwB(8d_>&UOT*2rm&IiP#t4zdNb$RUG_9EdlbhXwSDbaKU=~Z
ztYpKE!>8wI1NWShq=cSchyg=qqjHhbg;>w!0adwt?6E2XZjie&Os<}Xk+lfI;TN?-
zkd^^AZ-~E~hK#@p3+(9o9hN3I_Gex5L8PW9Nl61RgTjcvY%Ln;Z74B!Ka#C}#)+Tz
z<a_S(oau858xakTA&rZKyvl%Bp0GKs>N31q960LgmA>4RY_h$%=iZZ>`z9u%mVn#^
zD6BkwW6kY8jxtmDHxnS4TWt=0ts+@Gw}KDP+uDwpj5uA7quWYcN{Z#s;5{kjLyR(b
zl%pZPhp;(V%Vc<l)P#9f?P(|f&n2+Jv}@q1tBq}wz2F$4)>^j-Td;NDhTR`v5!4J~
z=NM>g6tjP-FUWB+m--wcD6tPJ;|@8b1~hD^EPN*ncGLYW>?Ws=(--}(w_D2|GSexe
zYR^}6ms<~_T1U98Vj+@Iz8bzz$z((AWtyU`%U5b#t~Td!$Avv+km?XENW8HW(eEcc
zpPyYjq%dqCP-*=XfV89982>;zlIEMLv4ui!OIzTXh_pOqny@9#HjOEV;WpK)|K`>e
znaf=Sl3@+-5)=_P+3hsz{^h8XKDN^87ht{0n0ALRhR`;y10;FhFjywihgn9LMOlB+
z0W)%(w_d-s_%XIWF!W~nKw$V}DyLKkHLF%BWyhbo;HmN8j`?UQ&3_S5OV;>V=U9`S
z;~T*466&Vm<XC$Weurc+rjDDy@40UbTapk+iv$fTYo#OIv4lhV)E?@hdSoNmPyO|J
zBb1Tj`r@=zcYYUm@{UZTTvhEh9kS%Ds4qL91AW=h8R5ArdgF0(?eDd*p9U^L?rNdQ
zf+`*NwY@u2TEUW$cE6vmtdPczberTuYMdIDny*NA+W-1%wmbyPi;J^5zW+H%+wkJ&
zl;)>Df3MD4RB^(uL!CQ>uf_i7m;hkmIz<k>y#*SP&yO7qyqP>@qH{l2_>P!HRzpOt
zR??FDudGu34bMZYG~p}2kB}N2F{E$3PpJV$Hw>@+y`{Y7%+ASyl!E18v)<yqX`>R~
zD%HWBeDg?6RAj84paV~De0cBQXPdZ|9PXQB<;~^$s<~$c)DH%%ZwG2BQRg(GQ-vdJ
z{aNd;yhmSIFD~BQMIelC){JVd?5@T0KA48hZ0-XB0bN|pHWa*7@SZ9+X@b*nRFEE_
z+I&RPZ0CPx&71pWf8OviMdXEsY(<+ir;#3P4t(<pfC_%uj!fuBrJpPmlxYtRUetC^
zgA@%LlWB#<#ZMIu@rUxeRm7F*VBNo-gexSXWnm}0d1NtpOig~C-%RH@i{R;zdKq%a
z*0D{(xSAO6=3oMrP!;N$-zipE;`J;|a9FMWy|7;sw=gKohjg_zO`*GxvC*;4s0q>L
zZNmQUT|xN&@6<%jQTc0WSwEup^t2oo_Z=0{LMV7Og2U9FQWIua9ICvjW&HtK?Zm&;
zDcV%xz97xnlgteRK8Da1@Vf!4kH0;AH@0ivF;qtj$kk2c>^Pmmn+MEVX5)H-)F!k3
zPt#Mc(%s0gzzY4oRWGg_nJkf{qzMCCn!NqYmhjJXCg1O?)gw+-xN4>EM||Joua~y!
z#W?9N6WO<tgSi|}js^tG6E|&|!aeur@rZyh#`}bJdELQ7`dScs^Qo<OBt|9WZgYsM
zXm0nd`(0X<fzT<ykt(XFpYm$PI{KkN@i+1v>5r$4q$C%l(2kH+uPHSDEVsLhbkFVx
z@_>f5JKD3sg?`{0!836T9ZKBq#or~D(yonpsz3aZeDTJ$+4U<hpHAI3j!CVmyRd{m
zG;sSvz3*;nfekUko%4;AHs2=Ol47;aMPm%uz%{xadBbi%zS)AHUN&hYYy5>_SL1XP
zo|85yKSB=`{bMZun8qVHux;!0!lhMCSjH#8Opj7#9>kskza1L>x8DgNUtKDGXNX#9
z6>W=px%|D}&i49y!P&E|zC7W%s-yaiMN+@La_9vI>wq?|Z5uE2@X=^5;140WOMltE
z!k9_p;^Z}1;pFx{4bnz6=(l2m7x6BuIpDuMEhs@Pb>C23zWC@rH!e*cm^_k7Q81jk
z<J)(d3oTN(g}lJ5xllH9tb457R9l<VKd97JFN<9z05TKkZ-MczB3<9&3toX+)lo%&
z;b%5FKFATxYFhKEYW8=ta6_1ZiH)zLX6i-BI<9iCPnX;iN9o9{t(jcXuxZjhDSWl;
zP**b_5rpecY3tXlVZaZGh1q3|J;Of)cPFNOOZ}AB-pEB7(&KI8mAZ8gCU(14wRGo1
zO`m@36fNyb)){KN)Oo$b6ms;_H)!MFr25uX{C+UKW}ytw=UPakGpYn&xNL8Lv2FYG
zE6CxvFK8)<g2qr?(B6ivtj%qk32VrpKXJ;?y@&p9Dv}oJ_3uHTBIm}pemT|#Eqs6T
zpX!HFPk34>Ie_Fcl6KwQRiW<LO3(EAQ83`>W9VGBF&BHpMd}z9s?&`21Y^RPep3Px
ziveNpi^4l~E)E9(6!pdc!B3a28b9**2XeKLO*QX5(-Xu7mh|5L8TMQZzUl8a8Fa<n
zv;SIgWiwVgeUAa}o%f^4KHxAeeb0-K`#kHn?b+e0>FK<?<kO+Xh(T=PTf|OnVsig{
z)6yqQSck@WUg`Ma@#kuz-^X{Ig53{!B$B#TqkNky%kVR%Ha5opKx)|m2MP>gn09pd
z4zq#I6s@Ign|DS5Yf&7clsT|1p_wP>!u48Od#BOq(A&T$y&ZnGngM@UmqJ6iBR>*8
z${$xh!wWrHj=Ddfs0Xg`_aEseZT$mDWinl){WGBQ?!dgJr13ED+MTaoI~OlIzBoB4
z$d!TzIYt27VX$B;`{)MG%s-Hqb+v^F?^D6owN~#aoJrTaLEofBfs!n)F)TSfEbInh
zq2wQ^9a4zotq%qeb?{B~;iBbV9g=S^or1s$<vu#Ir405=*Dq@Mi`rs@GYy<wXVV}Z
z<l&&Z9`=GPEnT2lv7@l|+adP|Hx%9;x`wG&ryW<`yQfM7MrW4Cffe1ganh+=)0Vw5
zyh@`Te|!$~I%s5$JBkp%zD6@znS^+%uUM!LB(a}-+E%u}uD}hohk?JfbjSpySTJh>
zCuoH?lY_5j;%(a=O_KiC`*7x52apb~3)PSLv4zPK<M26_;uoZpfmsZv8=6NZ1yUDl
z#mruBhcaTegY|ztvx>hZEuHc!!^>tTlmSR>H!<-<x6|&BGUJILR2vh~JQL2>8EXc)
zO!DJcxDs01eNBIulj6>`+X*>?ssH8~`Yhk@8~Ejm+KAo-IWvu}Iucrdy7<>G-X~==
za%kWELFq~j{APB#e=4@GP}hx#!tOGS^WQ8C+vF%X3=V+UMO(b}{i34>ZKLa)%1jNh
z?v|URR{qR_dk%4eX`0`S8cRwb&K|Vx6%F5$dp(P_O=aZ9G_1`=&m?_`!k<_F#2gsW
zeq{tpCMB4rL0LcMn-qg?&z5o8M@tv2Z^X4>IMyk5wz$9FY}O;x)@90RW#iE=IVF<y
z0V)qhk#h<9by-~)X*&4F9yc>=N$!zXfB_R8!2DKrurRmDm><}W?f*y<iidR1rb7h5
zqYeIxQ5V+N${HVWDfW12nTBx17y3@dwPb<xS;VikYO(c*Y5uPFyE;!a9Ssjpi^oHH
z?d^am+Z<so9%g!GMelun)}SQ6GwGZZ<|L%U^d4gISg(d=*@jFP_T0<9=V-?H=`-s+
z!MVor&H@`zy_T-7h0Fynruzo$A4s!Qw~;h@-Oj59*pCo8rfvIiuLF#iA5>rT96c(c
zO^9$&=ZvmF#9z(%@_dmj4UT<VtlFHg|ALSSA9`NT!=3H!D<9ge_pnrR*0}rzOewZS
zyRRs&dYE=l8m5q8G_Y^@ZMnGc!SpIXnZe$i1d3=8Tq|2s8oln+3l5c^EPdDsLd&gY
zJX*&kO5KBcl)*S_C$;YU*12r4A;)>A`$7vHvx>GUgiBF#k+ejZt4yZ8tZ{f+Lec!u
zNL7Q0c6N>Fy+e83tLYTH5_PkmneOW2^J<Pu>Fu<TU~%H9=qM|G@mJm|zjn$UV;ld*
z@U`67M?U?Oa*#CFG4Bf$OCWC$Kw0aH_i;n+1TyM|>`Y^ZA-Ub@OMd!Z;jwtj+FHPU
zrJG0#+`}I&v9Ep^IocI!xqQ}nq0;$?#P+)CZw$LqXgOcD-Te>hng$YLEDpEWG5;y}
zBt8(SwXjEhs3CSw4jdpyp=xOvx~qiU<I>WkmEpfH{v7cX_PTz5ZebBCbke2Ub5_4i
zem%GBk55v@j;oG>o3C|g&3pN`W~`?CckwWeVZ&}VCCrq#wb}FrVO6@YFiaRvnt{>H
zOBpER;{)}D`m}+^?7vK|m<T*o&Wp7z*YXb6A3VC{tLH||+lpfr^zKjSjOi@x2nvYm
zSwPvhPdja^?MtR@2-nuYWwj^ir2=8KXnB>UX~Gx*U_6}pKGt3oT4u=mEJ%I?ea*wM
zZVJ^DrSb#4gKDUokaD{kuYW2cY>`cf4HTIOw#67suecef8)_o{x}xgU5%M;kik3|P
zE)?*n5eCLA?4sfK7BoJ*qCRXxZ28`O)g@W~C@aw@k#kZu$?mp|1zbL9f4*WK)WqYU
z62(b%+yt4;Hz$~O5Q%oR4~kv;ay^Bg1*Vf3VSx73X1k&w`R>((DDr2gt8~<p|0Gz5
z1tX*dGr~`m{saN-$nE(m&rdB%knT<>2ykfYiEJ(=Pso_+Q%j}~-N#HvXVPl`z+@4@
zbafXvf<;WK!Z7J(-;?$^B>Q^S<v8Vh_1LKq8h-VrQW;p+KXE#T7hX00%9RlLOo1#4
zH+_g)Q#9zglM=pTk2*BQ^;*<gyA7wL+)G^p{#^t^ficbq`SJdx^EO74<T5ZK1UeU?
zE`rHp1qwz)91^9%?r_CSJd24}@A?^?2<c+?*9ttEjZ9`uqg@$2SRLs<YO=<Mb{DtH
zR1$l4m^o8EJ63Y;4XQ6%2BywqpsgE8m_nR3bfR(0pVZEwz9WtJxDAn(7FY5rbVpK<
z(r8O%FPbZsT$rD>QBe9VZ>=x?1mKo~FXKrUr<5zdoIytfNy#J{m_enu4zzv`8;A`@
zTIPz&C9?&3#J_?<wRRF<_gB)=NE;I~2t#=dZKU{R7%-=S1I`6rculX^*o$Y^6XdHf
zYP(CyiazllMcW^{vW$y3U0;o5!?JS)^k5-Nei?6imW>am|A9gdatvGux7SLs0L8Qn
zAFy1-UAp6UNq<n&+Z!U{^gr%C1$|H!kf&4>^+=dqw4|O(+1MdQ<ala#RwUqOG2VB5
z4}NH5VQe~T;|ccqA9iLF9>#RBXo%VaT{1gq*QaQ?{#_FlQ_jJC%fo3;q`o=T*rPR|
zm4w~~Q3`Fnw0YQcqQ2k6;9W_cy4dX9%G2sQfXODfEJL``q}hI!&I0TI%vLVi77-5r
z=r_2P#Vvbgk0Y_NqaVFF&Q6>3e&V!Ppw~)at7tQGMWTx4@ki@3h2OOZz<YaVjFeNx
zdwqxVQA%|6jXs#6mYCrF^3)eW`6Q9Lq-<kPi}e<l1v!Z5Hs_ME@Ay%V`;K5Kf3^Vp
zE>IrQ6hM}i*O_k$_}}I1l52HcE#%ad9(4@;W=njvn*2@!#Tyasz?YwjQ%MC?1d?}R
zz(LxBw`@pM?Hmq&_w=Sid}t#!Bxq&&J6jXrfhiR~R>zP7Ui5#ty)MDUCJs*g>?pFx
zm2I$j{pjc1JXf;ki%XT~>Ze-P?a2CmJCH>!_2T)rh(dpcSEjY+w$Wr$0A38R(&QYU
z3Er=I>2B1+sqIt8?$Bfj5jWXejDc~o`JXv8<slK%Lz%zymVHswRCt?ZquOE7YY_?H
zy@9u#@p=sjaq~FCdSh$`32(&*DNy75@tF|<L9MMqlI;FqK?~7J{9~<e@;nnx9<yau
zUmg~|>}D~L3TWf<R>Gq_+eI2Hc8?nIb{jKZ-6=>sP+I>FWPs4tc#0p0I}f@5mUzaY
z;Wg_r^wFmi<iwV8YI(gx;~ZW(>NNVxa<yM1{>vg8dj{5}cb%ZQ(a=n|F|vUIrnD=o
zW0RL(j0>*0=murFQjc55xn|cvvFzK5D#Q!FD;N{p_vs)<p#h-GkQzM#Le)pHw42IQ
zHur|_*AT=oVJW{yQFeqv!b}s<HNnTDpf$?MK{U@>AI#>nI~PF_cDq}Z=?yC8ZJA>`
zA@$#*$jDYpwpyj62p`il!|BPHULq_bkCtD(nxCCEi1>Sh$&-V+mUdpcr@~434V~@t
z<mdA<IBlKf*|3SB>`(UkmPdv0NH5LTLM>8C8^<tiFgZOSgnYP6W~z;>kNp8UPvAQ{
zWSi!U>e^VVVUw=5zOJLvZqOG9beSlrQ=0vgs~g{o1}&Y+4W0gYI(qPVPXzE|&F)3x
z;OWNNk0+LkSFxY${>Od56<`a>d)+G1EUb1?lF9>JY%vh_MV<e!CVxsyI!IJ=Qn$IK
zl)to)cJQ+h@kHdQm&7@ueNHUiJzxaSOV|UnoLC&$<%Q+8asA-NX+`?|71GwgD|)&9
zn&0+fG3%7Zx-h3?gzo!!832TK)^92NS$y3ov%uhuGJ<aUD(Rc7tj!@q16b0hXL}_T
z%uF@CTO|@tVeV@!7Hpb6s-s3+4;`F#C^L^2auj_MS_g7T$b2cP9By`x+kzmwQOQ8o
z07>dre$qdX1#Y>JE^n(+^HUeK5WuzQdps`4JdgI5z?xjA%yVFGI_Js~f@$>QT3uZ(
zbq+~%VhIo9=0?uP121CE6c#b+S=i6b_@AYa8%U0Dto0@TaZd4?jW4m>P#2U_Sy754
z=6nd8wa*ySQeyH=jaxDF5UIY}XXE|ixo_8slE#cJu`>k#kLsL1Aff7-WA{QHUHtDT
z{OL)$@th(1xov8&LyVVCT%%)CcPT4^3n?SsgnPxl&VGb0)HZ~FX<I}R+{1;#$U4ve
zrti%&QOHI-U)o#&q^r%lq<Hj|xPob)nk=`06iDCaF&$#Y*O>pD#bee1Q_luI(b)%<
z96>6LO5vD<!G-3-?LEL2$wcW)e#<Z%7ioreU&=h?JEKVP{;|z-VA-r>b`#d2o8r0@
z!38peu%Y+3Agyh@92Z92<&lUTMsOG-hP-zih|0kIIh@E<x)iIZXz7-+yd6<533(J>
z-%77Mq5o^${?vV?M88CsfVM7q5p?z>6e`GzG(KDffc&pLhfzd>gNZWQUR@kwyO#J|
zsahEap+`U^lOl2DbZ-MtdR6y=H)kl7zs;edW1-U?1nuDQc7>M%p6MMzz@&B2kBV7O
zvxr2tDE(jK+6P?xqTJqW4(Bow{5pGzC0d=^z|N!y&Fx!k>`s0iif+~KhseyPeVW4_
zvw>-eW8la7t)7Y;7wSSM)j@_5jw9gL+AQR(v!_qR<(@2w6kv(B6cM>PTv(tq0Bo$l
zn$5d5sV@%z4`S$8uIU35_OGZoy};@P_uXU>Z!69D+UVcOepv!ku{xm@6|mR~)R<2A
zK1hD&+<*bg!48IlStxv`@<T}`a+}B$XA13sYjcRls-@dwhgbI!tCOO|)9Atvsfi?0
zlVpQiknTRzG)S<^98H}!;^4{y_1x#0+NHR%qvw@IVH5y?2ME?WIrFQdU>j)$0x-PU
zSygm>d??9Ve7TIz)Pyk=HzA=MxeNPyp`*sYThwyHvkPv^uX|k-2hxr>QFn=aBX}l;
z8BE9K^jTT}NWeWDnL5mGs_E)me<j?*!RtrVlUTMmGKUUe1By_Uv|t&~@vIjVJZdR#
z5s4(SdxI8*eY3Iw#e7!xFF){zpLTZ-0tBVSJ|^OK2t6Oi?pXg(-7Ls)J07B|WOh>2
za(*w;bNVKWu<JF&&%RdYI!^YA#L!_-iOBeS@G#`eAsx=VIM+ag|3&;o5QaO`xI&f7
z$q7x{UJ!}+y1_C%dIjl|lU#{u##2L0ySJ@VNS@4i&Ti_y7VDV@)09*)Y3FE<NuaHk
z3J&q~6XgnX6JXI_x>{`$^tzS}>t;({yQ%lsB-R138qmR@$fluCu37UK_7K=?m+aPz
zz$>wmQLNa$32BheU?^+h{F+{COR)^__jO69+L<{I77WK)Ec-cPcAM71<COnZfcHHz
zd`bi8-p2=?36*c;+Q5$I2FQ(0O5#ZDbET;pg5&qPi0=36#+BQ^Uyu7c%``*~9d*#$
zq5Z1zwWy*UI#WOC9gVbY9d1tunhw>ij6B|UKu5QTSvj{({k+yH<qI>gP3rI#m^<#3
zCOskoiQahq``)iwDNwCLHEw~0rMxDh!16y(G7ZaULKz=@ue!ccy~+p&kkoeyte$_g
zuC9=(?3jq7o_J?i@v$;X%op6J5d{P3s@;n%AF-P3S(KWgyBxe056$^`9*?vy3UPQz
z3s^a@T$!24%U_!GoE(swuLP)%)!PulMN&sY)0obq3KsbRj;Z6Rvp(g)=<C$uys@q7
zenyS2NTOO1zr^CDQz@${v4Wzl+MMJr3J^qQjMWe^%%<V`2G=EE8HUF&4;()=#EP~%
zvEJ;GE20BE44XkMWB{WIQ#Q;?GuQ!X;?gE9C8~J!eIk7CpYH1LCi|*{7TJ_?0uIB~
z;}K#}e=_@|j(4=kcW5U|0|g}Jb9kVtu<u!aCGrHDqyt-oH-}Q|;;tx5=@sqa5X3wq
zz>>7C^2ovxPCVA_eZWPRe`c$6uR~c_Wbq22&}6T8qu~YpzE@mUGKaUaakzn2$Sxnk
zKP^Z8CTV?nXQW6Q1)NWGF#3+Jzse_jkWN_@-PD~d|7DD3gpWmDlAZn|b7&X2)8mHZ
z6lE$o<jIboXB8pcuCZo#jEJ>K2Rb8c!ec{R75!PN;_?vB5_{3-$Gx>Rc#P@>%nhF-
z1EkopwvytTo5EJ=N!A|B5c)K^$@BMnfB4u;0@XZ<EWdC{wEMZTG7tQZZaNC4J@!-w
z{_(`)#7Bm<-yuJeep8U3@F(?odp7ESmkY?dRb#X!`Qk@5y30H&tgYENnr3!{@L3+)
z_-Ijl{Ex3;Q{d-<Xm6ja82M@!$u9>S=|7KVh5%QksU59w(2O9yx<R0?pNMkwK7~x!
z`_$r?mCek4EjD^Ow6u;dE)tp^O_bIK3!YM$@=3lYyCYlHz@SagS8|;jR@P#ie>;tp
z+p66zKstrCn;yK8te1vTavxiZs{jFip%a#g7m_-mLg091NNY=nsxNY6aOZtfT7$gx
z3gfwg6>xVD_v*$k8ACdjtys`OgF6(7WDQ4%#{p#d_v2=YNSEZpqb&ZG6{Of_z83A*
zGN%10Mzo{e!ljbh$uXpjCLaF6w-k6cFvZAZ>7FtcNH1a%BBD45Ce>43g1FF%HqBtJ
z5tf4-D7o6f3q<P(yWbH^o%3xkGY2Ytsw`Ia4Qt#B%W?^TE;{vHrAy>|UCM+ps#z&n
zB|=<?A{FdlDBs}Kb*(r`|H)MYVUCl65~-#ID$(yojcrN;>@CRv-C)nG3a=l0jdVDH
zZF4#JkS6TgTXDgY<q1XdL_`OtG?zdjLeWVLCRdv2^`OLvqS@@_-2*n6i!gsYvH`3d
z7p_YYXKN>(-mv&>kN3>4K_F49D7<M}Y3U=cfu)aIQqwO<bs9MyRPj4Rj8e5<)>ts9
z;aV$P{iXNM2&9;$7E&TBUfBkNFHBRahMT5k>Wo=bH<rq0{2~Ky2pS`h)a?epzahr>
z+?in3)ERzDB66@^5@hi*!D9w5sC8lX^(3dL236K!Pf7s-C22J%AOY3{Ty>f(u8<yV
zYi)zFvDrC37>du}R|xIu>^*2hni;O=LQnM%o~X!jnj>h;UGR&@eJLm{ex3e=EwY;p
z`v`qC0RNs~j_NQrZM{0yUs$@HukP;32+!6I?TK?#2&6|C!KQLqc8*)lVde(y>1%C#
z?gP4VG0~n5Gb&!Qd=8xKQSCnCjA1?ct$g97T<kGNdf5;uq+oQ{6$KAr!2d8;Zuh>@
zHz4t*$y~tou$XbP%wBV*CE<j?f}hYnU(krDBE8cGA8rV-m7N4}&#tXMuqb}A3;&w1
zDC}O=FroGp7WcoAV=|!(FaO+5*7rZxhgm20>wD6AKs;JemK9PSf|4v2hS)br6Dh&`
znjh7IyCy_@^(EQRSu8C}wqJU;ZrJRPhVB~8Ojp^w&jg?Y{(z$=wWE$Cbg6dU@I>q>
zpgG+cTqsEuy-(+HR^>{6`(a87-MJ&4DcB9pF*$PKVwtZzoeEXk$Yq3W^csv9gvjO@
z6^o7$hDSC@10<y?gY$A(UT9gDUM<>cQfD~#$=TZVP9fT*2hp1QF%MUcIY80Xz={;i
z%JWCf-`cC^A85pV@n!ozkm_FZyNM&`DkdRsCT-uSBTsi}$4mM8<ln%Rh$sPX@gIuN
z$627Ja!YPQE)PRb^nW=GuRw|->YAqH0iZEPChXn2`S<@o@?{vzJ3FsxWKGv$r%II#
z(04_Er!~oYzAfOrTjcm~&a~$z&!=0OR#BXiZhlLPNp-aDsjc!85vP;^ZXTD~4#4d1
zl%QxOjb*D|9oZQfU1{=~+<UbC=CFP2{UPpHl}NAbBxMMJlN!HheuxoQPJ`&YMsrW`
z3ks>;FLyqX?F~9p5xLZc?Nff`Gw3+(XL+rCM<?TWFPL7Cx;Fj&>H4S4Qbv$$xCOJ!
z+B10B{7DR{gWOxEDD15gUniUMxoZU$V*QbV`VcEy(|k)n!UY2kkX_9tZ@Ohe)JTBx
zfV0Omtj~v7X;)(zC_7YsbK>v!#r*zkALNSBslfLclGFTZaYJ$T#AS41_B!k-(_;@R
zt{#ezd?^V4WTg%XFG_;~j}C$ZM&WkZM_>7#HtCk-ED%KH43I&xU4|(6Se<oY*A9;9
z|GY1_jQb5-dl@?~+}Jh%G3!5w=ujCn0em+iV{gAT1M!?v^W9+kgXLVq>f~nMlnlUQ
z?~brw7_A~y^wso%CNAba?3Vxpj1%1qeqN?uf+yX$?$~=gj%eoQR_Owl1^XpJGF9_y
zh#P^;Il&edm7cPtZtDj?sVa7cxFIZBQewnL&<reET$B*a<FTM8YzwKndTCWix%Jku
z)fLS~oE+>;LaW&b(vktFvX|^9f8si98sAABTR-@=GO_@SfB`*eNZ?uQ{ol!JgVp6u
zQj5}P7omZ@xvIDx!}*9P<Bm2j+v`(mWsmCzRDS!8Ya7T;C%mB7+rQhN>A&*#<{nMh
z#(C&sQsq3e7M0&5?w2rH^L|Fqp7RFc;@vqj?THty@K8sPKij3)TbFCKZhUT9`*!eH
zr*E#-;rj9vu%+zs%gXuo{o~_8foraRmz|euj&?U37q8E{JYsImFgXZ|JA^NVv$`xK
zt;C*7NqH@oZ?h>OZ1<(kqWB>~W?{kxYH4RbPfEN6$uvEjJs)8xnywX+V$Uyov)H^k
zr*{yy67n&$EL$7Chohs~y!@?AV=q^s7tA}R_};LZf=}0pee?p&Mu9<PuRI<9H0ONn
z`$hVJ6Sx*6d^>gaY+ll@ghxXnTm7&0BrU!++GlHPs4o`P<iJQrXaAFQBJMG6{FN?r
z%h<!bKcDW9xUIa#XLa^gHxx9hB&ttt^zR(Bzr2+<ncA3Q-}Smz`1sos{wdC`K?^7t
zx{A|!{$?(Z$_S*DHV4waF0Jie|NY1Y1s^MfQ+N`7Ew5I#r*^Tte~^tuJItb!(5yjS
zd#%{C^dsaSwPLxiliHVCdks=kLNK6?S?D4-vV%isU3MlO4*SoxNYi&_(ETZV&=~L8
zvpb~A`}Dse<Fx;v1o;hy&NRaGG2(s3$CrqFUei;NBDVwCeAvByTx%5-j!@KF%$V2|
zh*_%^_Kv77DS;38?Id<87<^6Sob|y;7Pw<-Os?=mLa!X!ENr-hm64Ec>UI|#-xp!!
zZvedgb1!v7w_JXbN+<J%mot38eGl-bsSY=OQTHGnJSLVEFL4(8-$3Wyg1f>@b+3W7
zBBTU6G<H{VJ4!$Hq)=mS62!WjLZmhdzT>Us^H=Y%7KQpDHn*1<woBpSfAxER1RGhq
z&X)&PS3y|~q-OcGA#$&llV3??S7&zeUo^Q^+1>OBcFsEx?IJlZ!D^_@!Gd_4z+t}f
zM{Y$Ehn*=t4%pdo$tz!0`$_<I7oEnKFJ7J9=m<-hlLLlAY{V6?PV@*yz;tW0DpG3X
zN_EiW6I`G2Eqa|~gn?~VmVZ|Xw7D;MX6pcDzOqIdy*v-IB<#)X?k#(&?!DZLtC!(d
zs(+`{B@^PrdVi_#`@pDJ{m#)1fjdC4+D&EUL^P+ktYfOy-XK8;Iy)b5NX40&{^eze
z9lH7-ynsImQJrUm17@G8UBA-8G}C?&mrF=KHrH+nLJDLG^HzjPiwNvfM1LBmO)Pl!
zMETUMw=O1r-pLAjjlC@wP`$9$xNp3%?8#VtsT!REv_2h8GmVQp)(Xb*Qu<`(q&&*o
z9HNv#1KLk`VG#2UZl!jzTl>=|U8ndx>pj4N&pLF;TGaTUcBid$qix{1BUjrHDgokF
zx`;3nxG6U+(|bLOds|9Kx3$pYrz1e!kO8oGh^XdSXuFSfYy+RoqJ(2g$4LnnIc}dA
z*lS5CCrgov(1EQ7gp6g>=*?;}U79E&Z3vX2x1myujWyxTb%r8%CI1(X@e*ExeVnrq
z_su2Qq(yi>Ma*vml&d!;XKicM_!|350Vpb63(5wIm0u6SbfrJ6dwuL^W$jOZ{s)Vh
zF+d=&_F5~m7;{0$RXi6On6@oGADty0-c0tJE)Nh5Rz6B<nb?uAXcfU0ghXkGk)Irs
z&sCE#Z<h)BbR=`VcIXH|apcPc{x7OWB)>o(;Zt`6*Bt^YV-e{x6H<qMb)toJ4vN9P
z7^yAxeQ(^vB{WE_Bt?a-<&*$A{?%;KIPa}~<m2#>nVb+pYtxaAf6dVLjsF&s=YcKF
zSlppK**K%@J9kHm+57ET38?K>H2Tn|(?Kcg#-&1cWj8j@R;9ios~GW1t&;N)=qz$j
z#+w7Wyl;!4rcO^|5!%8d>owH1`VZL6B?1<Bd2RMuDtsw3sWkF+lqyHa&4q6*LRzWC
zAaKuPu&7K)dfH^nk4e(o7pd_>Qg;M<C_qG9ohytR=FQpZ<fbXxj;Ae#Fo+98JE^hC
z1{dkdrcB(PGyNkjgJOCKp(3I_)!Dn_;DC-CltAw$6tL(-79O8Xe~4p_j(MFo9(L5E
z24%I2sRLLnaRtiAuRwYOqdEXS(lpb(TnLoYbsS>`fCke49nc=kd{E18*5fPDe`?60
zh9%PjBLsdsar^z6&B{7V9ejH%KBxKg(l7t{F$LC=+uH%>NNP4hpty~0pB4%`l}fb4
zArBm;O9NNKX2QY%9VT;OVP7K@K9+-dojti^f3@)}*``zVyP2q$GAOPp@#pzgK`^^N
z+%XF-a%?i%c(=2^zP}-&+np`Q=S1tXh(-(>H!}-O`I>E%JSw%%EUC5LZf=;cD-3mk
z$r_-5l%9K4U+7cH>6k74&#KVhZkJuuC40H>@5{D7E7Bp7BVwKLk2|gH+DEClA>FKD
z@lTE?lvzNP6kYO}?ZsNn=#8OLu&^5Kzy@^}*K{OZIrP{3Tfb&L5DO<T#hVMO!g~n3
zmJj}p7Lplh4`5cm+W8tKZYCRFihB}4_Ex4Y3fe}FHT!KM;#3o2?Js#gHX$u^pTF&N
zDVJ`S(03{+c9zyE2_%*Le}_)qb6?FT;o;#qsJqWjxM24f(g%2P&rldJJ1YL$uwhn_
zVIHOWv7P0iqmPKklP@RgPef&9<qS7J5EuG7=5!~-YqPO97MV_M196hOTL;5ugZ(~S
z_XVCL(i)?Gt*k7U_|fbGX1(|DScB<Ofqh#h`SC>Z{c(QrOXIhu3I#<d;<22|GkyMq
zH)<LsE*^iN-Sn@H@kp+u&gX)QqPJFe&QE1DVcxCQW-yJ$rdPV{WL4iU*br9Nx0zV%
zD4dn4@(R_0ze@DijI-)itTQZKH|piQ2E8{hHsvk2zNoFOWB(8IUmCn7wDFop?E>Wa
zNkIxx3Q2jnqGDV2S_3vVg0l(M)CoLveWhuwaKmc!ga7ml@t8+GkQ|<}B3>=<BU|M`
z1##qI!>E_npZL2&l(+UFNJ(+1V}%vh*2uhAy)H(Lc_~>nUL7e{!dk_9`k4U?XkC!}
z#$KpJ-3fy!SrF0}a<X^bL+}&!{ebnd$scHPYqp#^xFHgHt7=s1**7<9yZtYIXMSSb
zrtL3x`s{d0Wr?SscuV)@80zF`ysaH{LBZCu2gB17%yNKt;?qKN*k)0Qp{_DWJ2GM0
zGjMupl7x8T*OQkwh6f_hSVxkoxY*!#`KXD!uUn~T(vv@TCQ_gHr2Z&hObmaPXo|M}
zJGn5FVPp8tXy|?>#jbzn8+%lc8Ins(1pru{=*n0K2_t7$Z!cI|k2MSx%)`2YN+jZ8
zgHHK~j*9EF_%E8j-5DoSS>GmVaw6_L2zlS{7YIbf=o<>z9_Ne4zfduh*q-*Ri@zsw
zjSWF&lNL7kGU<oTdcv@$Nf$Fh{Flc_Wy_Zt#U!S9VOhgWZE^k5^tG+5>8njgPtx|w
z>)(E0e6k9PsSJN^IOW~80GYE9eY+F5#ab_XUIs+D6c0t%=bOJ-GxWN(ntw5H-q><`
zY@cCH-gPaWlu=v!kc9(g2JWG_nnAsxP*1;EvfH3#MaKOa+3Wv}tra?02t6!}j?im;
z=&i>l5g*#JvSS#d(D_n|=8!k1zn--#+*B3sTTuKb{(V04f%KvAx{+zR)x415Q|T}Q
zwwq24a9QDrRHz=DWSiT|d4t{6E1c@uzP+F*>g1&PG+OLuGPEtUG+6`N!4zZ^G#byL
z*q1QEznl~F-<!H}Rb2*$q$^j&c(zaw1HeqUuqi0H?TK$_0(KeER@7WOw2CdNI5%J2
z@DG%JtlF4>4?Qt^=Ee_o0pt93ANNHi&oXhew>P(MxW~D!)irlYX~=%VR&0}xr<9+K
zE9=P#6N~bw%EkHTdSaQ1&C&5bk00|`<XNW;F6K9os?xr@l_ihdW>&y%3?3fij)<T3
zP&A$`BgE@z0rE?WGq<+}CzuXMzB2@O6gS66%hJy*<ni&AKzxljzioB;V?!UU{u+TG
z$&mBEg3~0n7_EsRPrS8C$>deQMFCqip4|WRhjMeYnn_T{`XSqAcvVI3JUa3}sO%4|
zzxzSS0>m$Yc^xGX%@`S9s1tqB@c?WYqJ8(S!lg+o0}Vp~N$)n+JB}|~K?!6WWhn&G
zG+F}~+via+8w`@o^!)68%Ek^bRA$zM4ORTP@iv_}bEZ*mF5dz}GQ(Vdq70^|`<%&n
z+(H3~P%4LCX?yG?oSn4NLYuvq*lt}o|LYtu+wx{Z@3J*L_#z&p0OY3Ljcsgb%9H<W
z__sZMi2)?cy&2;``$wCIId0rm&L92ExiiXEpEH);in+hNU3B}SvJo4vRnc4oC}mL8
zy1DT$^ho(t^z1(n?aASYRXb{KRaE)UpVM_-6fxU@NORFwFQ)_?_&PKw+M_0SojLV+
zu%?59VSI<nVUNckuKM9e%o;#9$T55+yzlwfaI;owq@-H4Y1Hu@q_Clp*Z5{X8Zi!=
zhAqrGqPb=re}pTC0vMUsepgaEa-&0pVYHVmU&}a8{&z#t;kb28S*zJP^~QChnSko1
z<I*y~GOUAbhGnTG0OyM4X@mOJL(?|=8J&eQ2!j#Y?!*u!dGv}f^~6V@#H`M_9I%Fg
zD+Yh0GZmXMo;s=fB0^(@>)8B!p}S-vlu|Faw$IB9LABxcYbQ&a#;C~)FT}_SIb%6g
ztG{37Oi#_cqL&^^$~6Qg`1bH>zP)${A@Spbd^c3u7vrrDgO-GyZV$8;e^(Na`CiuU
z!RPe8qYG;$ykf0UIruCdA6$LwTEaSIx#`g6xYQYlOAe^L7HL{!gxdiEpS5-`YGPrp
z)W?TvXPA1*QHcGSZ*P|O9WF-(Ci7lMdk&4o<qs7%;-AgYsh>=trm}u=lK#vxj!|ZF
za@4}OXHNbubQWCYYkof$NZ#EbO}}69mwA|Ocif~2C=*hz24hgpC|b>pV5zedR(G$H
z!hZO2Xd9Qqwhs;NxH6`+)GQY3-gM9Z(FM0YQNuPqQRv=keEoscoZQ{7G_lOkYEpRj
zYS_h*we@f93W!zH)lC}VzlrdE08&N6lRB?-6bLJ48rOr<@*HA?Z^`IM&6~o419o!I
zsOr7N==HML_kPbxpFV$pdo%b^2sSM_>wSw#6;U@iXOV4KQ}z~MQIzhE9T|sV{idu@
zIeWOhkWU!pzsR7^Kfku!%evC&yndBeyh=YJJ3sq_%n4CL=|T!z?bSaJMfY9!WqTgl
zgTSMQm4^3i)Sgjk3I=2lhdi3~RX3ZqQuQ-)(gXj7U1QVEd#KkHeN+6k#KV!pm9k@e
z+~bb4i*iXtHZKLd+Ml_~FQm=S3d)S%W_N);>ZHWWcF6ma-qXIH47w_D&8qc8f~NPa
zqm~<@-~kBpzzirD$(i0L4htOBLHAGY11(?OjHR`J!HWtx!Ow;QPQU-ylNnTytX+J$
zLayf%HR@D^6|12HmqkKU_?gvk<?La|Tve>9^675DYZP}D^bX!Fu2F<rnZqq;d6Kky
zoRfYK$l&G64<if!!cyUiW7`(nqbF@PlO|jo<m@lKiqGQOq|>{*!g&T%h^njBsI_(}
z`@8Da?KQn;yTZHTBwFZ}LLhbfp8;BaKm5>STJCW*kn)^dpHbQlNWjh}19+^#oHD-v
z<?gE-J9x<K^{#HwlWi_j27|Z3V@y6q3T;pJXYCPx@waczVz$qoP<N66&mt7GlRDVP
zbNT0Y>1(U>73{$>5!)Bu@jrQj$>YzwW2Y9*mN@0SNlGw*4ETBjeIzFgu)3eeP@AxR
zi<jne7*XZ^4z-mNPbszvroBnOU6yzrz8YLr94bU@6Y)pb;*l_GxMeor6vD1P(0FQn
z;Ig<m>}-FVHtx+D5AG}7j{i6hC=x#XVT*rw#??lCY%z*|Ufh41Z;g;4a`iPo4qJ<i
z;_MpGNK{F%-rtNb%}YL33*08ndtxHjqz+aOmuIMl%j186ewmZr%H}@Vg<n|oIYJJD
zlY|yi;I@Bz=U%s<*v9MeTV)l0I9nZlE!E06K2%g5ymUI=z;^L8bJX=>#ew5e?c@R7
z)f0E@kqfg62IfJi(Zlu7oD0vjTk3wS4+yhVWI3GweKv@)&RF9Pn=y-?yQ>x#G`AXt
zGLKbzBuhU2ehNx|`Xdk;FiWL%yjq~#+&dnr3=Rci1H0>{lGcRP!(&}t&CSuccE*nh
z(frJ!u5mC|?!prI7Pr1e<RBjxMy;-*LBBj+^TO1XcvUn%I7-nfU<xe4lBj*+i4*SK
zFasz{qv1>~nqG`q0tOn?T#37}yO+Hap!KGaaFG$8qr0TF@Gk5QJ_A#JL#v!YlA1gi
z190yY$3kytJBnl0ar1H^%;taPn08uCt2Y5kSRm~X1rKbeJ=T+n`4PDz;t4ySwkWbF
ztd88EeWY!eP0v<(rCovCn|?B@W?48N-?*u-cVWI~Hyjm3Y%Y}^oiw$4(PO<latH_f
zbKDLJIaf+LtPZY%W#ihe_!@$!+W;Iye$`GS{g=J0_H3F>bdALmdYdDN-_}JWK&((}
z8|Fk#BZXt_f?rO553G7{^MAui1Tzc{{Vqj(NPDV7&AFB!6<XgS9q*R|dj+8Ig*+wc
zf!+1zPiL_Tp2_n?iM`UoEWU02p8pqVX&l}_C#Zk6F~+U{rm5E>?)#9!rxb_0+I6)e
zpRPd|MDxAlH|kd61%#bzSw+#T%83^HiBrG^%GVDw-eF*}kots70#Xdv)p3yk6cMp~
zyf;-`u;NjaG{E<RM&I^^u%9LT0HV3cx4@CZU*c-Z<G4pXu64Dv>RtzLnQ0{22CG>r
zj}WGTk*E5|3;Y*S2!M?MR+ZV~{?rdaPSA;@C|mJ6$<#fe-EO)8MAhhYYPv8^e=Rch
z*M+QYT{8`;i)6FO%_C2S_A!&jaL=@90-!zgDg5PBdi>um_Ux8tfbk9O{Yq<B+wYz6
zoA7}yfF~<_<?4G7U)O+;!3oQklG3iEEXOOFrS?bRV#wvg;M86~4>R5-ZP{C1lR5r!
z|7EMWu)c9*#I4RFh==$?jjU)Lb&eC9h!37E(%Lo!+%R>YK^V)5A6ORgKLq6g{ddy1
zi>uwwf1s0eq=>rsG&NQfcG_n$TNTge91|&g@-V7|r9~?`RSV@OD9Bo>3ZOjg2&|sO
zk;7xpzkvp;$BFuVbQZeD?E0CkeX%;R!Ud5uhaW&xDxq)5*lR#Q;`M+^mbcBOw60GT
zJ;P9HIx~<a%yjp(!0Lx#0dop?E8GHpg=c~SWeKzNO-V^s*<<o5D(&d|>|6{jj&-~~
zWhqs>D~(YMTJJH?QW_*f`6w&t%VA*wHZuk9mU47g^P5+(#?nKR{BYG+yLexgGg*l$
zbuL)>I>#z8p95zH^XBJ*E{Svif<1VI$2<CeV#=9#q-BO@mJ((s#{!L7fVGP_k0tL^
z>t7J!;Z=5#KGnp@(&-`MwZ_xi!98Dix!NPzOURqgS8s|N)G7X>$fr|cufr^x@^yOV
z$i24L3ukG)a+tEnKv|RNWIC7PjpLeo1Nz&XZE8ToHMF&X8n*_tU@wi{zMk-6^cLT5
zO2h<M%jdtrXUWF_lO?sl&Ac;7-k6+(-_8bRG}u+UaO6_tLor3aC{}_{%edZQvbMJk
z27R){)2E^Wx4t$oRJ|!6YCsS&abVfLwn7Zq-Kia04KpJcyMDH@xv@eDx7@MZe!ihB
zBH6tIViRjj^!r8Ga9GqtiY)3Xr(S(fGNXypgc-=kYoq2r4?b>Wi_GGzO*i(OAJyE)
z)0c~ed-IQgjsD&Nc_Wvrwfv93wHAMo?Y~;P(q~qJJdn?O2#u31vR*RpSdKcmlrYg!
z<$Lr5@0YffuDWgE8S*!S*LRmg&H%;GK<(UNK}n|f)6*{BPu<tz4r{$a;HR?g?zJhO
zU72g>PDn(jWQ9vnesyUFX4v`N=*7<Gu2j1lyCsvhfEc6a0^XyzIzR80N(?9kFG1y#
z&aoh`9&~sca)izNA4lgN&-C}l@rh80(rq%ALMwMF<`(LkOF|KH9pNjnxes%hOVPz$
zs9aXLC9zzGVQ$SW7Gjud+uZNWWybgS>GwY#vwe2X`@GKU^?VU55kFP3iUpp8dzpCy
z({50)OZ;BmhkKL(oC%p+O0lp1HqJc6<F^`66+;Qf=^2kRpYprVW_X}dCexGAoul5$
zAlto>jr1p{xVl3p6<}<|ypXA_f5kO`Gf83Z(EPyX#?N6^I0kECXk(zam^7ah`dcO|
zj{XHA_QYF#XJd_*B;EOMqI)Z!bBt4js-mNTNQ9$_Qv8V6%?peQQ#g5`n;g=Z+lYq`
zkq?hB4I5r+cAk45=<oHX`2l)|2A;*fjo)qOBFJ26=_rY;H24n$<v|{sl}NYSOs=6_
zdSS8W#n^!|06lzfNyhf>fvs2FB4hmWjnU!Tg!YGmcn$tzoDy*nrfPKV#jMWfFmvIf
zQ;lmi<|*OPxqd*Sxw1~kO<_dfj@LkUh<ljs(mtj&Tpd`w)><lOCD2|_S-<Ac^f`^_
z+KL=*ki<u&8@f-Vr;`wuA|GzhUFaMMyqW<dG~!RN<?GR9pitFqCm5(FOamgG>Ns7S
z`515AOlO$1FXqMD=(wpY(co4Ty&v&-7{e)pwA(BzKPK^12tv={9-41q$lHsV5`o1I
zPFz9FAE4MMFM{EGt?azyr$mWx4z4r_4IRF)M*xArJZqLiVk3q;ety&l(E+r}xi~|(
zE|qf#X??%w{%mLSu%wu6W$dN8NMtLs6)+82%jiXA<v50__?U@~kPs*}=Q*F71ZSD#
z?{8(EP4Rve>4;o4PIt9AUtu+Hv(SP~yeiP{Gru=f>~<hS-JlFMzV!6d`(YRJ0ENvE
z|N4Rnnev2+pWY|}la6=t@-0~j9_cj#O)5HG-{jl)fu<Fxr+g}r2Rs&>tj2xzPFkOW
zLjPo8mocI|ILA&~MMq5OL_}Wnz^4b?oxvi0P0J>y@>~a%k4L>f&JTOQ16E^TR-=<Q
z6$LE($1}Wk#T1(1u0A(&0rvzYcWKM&XGlu~Tn@miM0KH=BH#U*n;k)Ud-^|%Q%nvc
z8y!qB^~$xgbqL3xF4Mbxm{$1K0Fw)_5Ugwtly*ImK=PgOIBE$xYKH_xp;4M*)6UpG
zJn479WUeP##hcE;1`l%%6opGcy;e6$5Ms0e7JddVlZgZ1OCOj6VR!9TIDCaKp^CJx
zaYgWI3i|YYHvvOZl-~*Z;4ei?8!4&*w#iR){^zGYPHh@@hY;<VfK0-alJ5re>FC1o
z(ynEwZ!LfBs-RzL2cL=h4i7YoyLai7LpX*R%jin6<qBIhZ(eB2*+WKTsft=5ZM}#Y
z<E8Q88NV)MFp=<0(*Z}%VgkqaD7uXAqbYuUwI*tE=Y00CcpE|G6AGlFtm+y>(jDX7
z)Acfs;8yc2%>axbw{kFn9$TRe7nlcHTA0>6LOn6_ZL<S7E8=X9!K?%%xmRfi4UUTH
zI}%s&y8u-k{^XGh{ZwGW_1|tu?hDik0w$b*BTa-qwXyko%*K!H3@2xF?^!G1rJHML
z;#nX8AQ2v+sAqEQX`8f~owG($lO$58S1C0*diVlO;s!AvPuoDF29Swvg-owq5A<HB
zt|k4`#yfA<`>DSbonvMr3U_PBP)PB)M5%WQ=_)bQr26l(nz(g{K<1^)0fh-0D4wlK
z)<3w6vH>FCO$TWE+tmv~Q8J+)%N{`@a}@PV$7$M%d$C`NMgo!i+{(2_V>xAcU=mQd
zVK)xqt1p`&;TVcN<|j@HSRdL~2vunvDM}Zot0RslW=8CSL~BI2br)1cgL;f=a#u#1
zyU#mCsS6s4V>5Yzn#t>Y8wF{lsa`A$rSvOxZlw;e|6JQ(57-LC=vm%Yxqd{cCOeM_
zaTfR4@!1Ii%cLH!X3%BMJ=|0QF}YH-UrKL;>2`q6sr=Q$2XTj}IROhiW>*_KwOSDS
zk*(TkTgWFi^ZcscFBiy}<)~v~<IuQ^*lD_gXvWR%uAUj=2uYYsSw;F5gU3P7P*djO
zM3%yZu+aJsDIT2;Xx03|iK1jPn@KWY+{1mq{JhmGWMv!y^NfGsI}Fum7YS-_y!A!5
z<m$5X<J&4nP9)y&>mB@eEJ!Oti(EFno}Zz8J#c7;VmUruKj!R@A6#IT(E*rbEDx>v
z#Gg0sHPmyX+Fp!V&5*o#>2AN0N!)!Qf9$*t@Q8+L;>d5q&OKWpwYebB6vQVrOYp*n
z2aJ0M8T7`(#KB6O6Ulw?z^kwm&T61=4G+_<RmL54p3mV2b=r>yfknp*x?H3qYTbEB
zx*D}jogjc{Jx-QLs4bK;KLkumGdCMX0kG!oF?Uo<dHRz=?=cewH9E?WepQpRGHv;H
z0PN`~)wG*I^SgrjviFM4Z_rG(W41dRPr4o;cDJDg#3A6>*CLekyO<$;X0(4=2>pg|
z0JN*qDc2*(+OPMVpH(ENuY$6^Ykk)<QCf~+0u7uQEQb#md;JPDkbY}Gxc(~cD_hai
zhd8s9=CcOgTcAKwf@(|XZMsjCw)QjhIHsv_VV~GI`5E|TVeAcr-dt-!<onHB5`ysg
zGs*MhI)k##=u12(y&;IAQx+d;Dx7FzgmlG~QpQ7Z)uj~tXW&K+a7dL1jd?G8YfJZZ
zdrDHQo$nP0e@jaA2Cx(fXjD_HixP~<qTTcvzd_Ungs%`wU~mweJQOA}hhMgnrl>|K
zAC)e>ix@jI?3bKqBJJ=XT{+mN!WWH{EY(?3_G{Pjn<!8%2gJA#w#G8Xp-$!_5bY~Y
zmbGShdrt-jK~(MmUDb&~02lXd%9f0{6y-!!brgr>(e}a<lUd;&cw-`TbHK8+q))P|
z0tlD~NF@7Rc;EX2a^r<csTzGV?rgJoz^zt61J&!-mE__Zoy4*4zYB;Y^!?f-``oUu
zv@|?CwoqR=x3aHa9tPm10o(T}@G(?^s+uLZUEDj1+0--(af2q*rr%fXPIr!5b~NHU
zFU~Qb<^X1e-wf?BR4s(>s_&^bRNBb#Ee8O%9CoGET|bYU@(nur=yXd`p@jIMn^+8V
zGlrqD%cCv(zV{ET^A-)i4!R~oqKt&UF<I@-&|6_s5%yZzKvD<OeA(9GuDNjC749Kw
zR4&)G`QIVin%jBQ>YHGCJD$t2`ohPiSs|~qSiAKf_x&qvscYl@%K>4CP2=>{E6l@E
zgG<MEoA|7CWCKs>h}I`>L}$$=pfBEkA-BPV?O7G^(btqx^!z&MTaZDG{Lg#nXBiCF
z>XLon^Z?J;8@7nKay7>+LQm1?S~HYd1e&FQZ;WSJd0aXcUs@w&AQChZoy5B}?Gx9x
zhWGmWc^Aqj8p+-G{<lB+5IYI)h)?>XXjFPoRO1q1TQ;>48XX<S?-yqRMs|OfJU3=^
z#Ue&m)7!L5Ju)&&w0U7?V`GSH(m63<<x%?0#}dyxu<1OTY5d~lWb(zVgC&3GoLGkR
z34yoU0DMC@892b|={-{7k%-6@F$o@1PbiF;`H-2~ur=A$1N0;oEQ|&&7{vt`0c=v>
zM_n7E6}YPZWSv@!YKx@s)b5!gYUl1glTI6{y|;Wd(AleJV?9g3zGp8-Kpb8L@V(@;
zr*OoARZPgVb=^Y>YxU4_%g7m<YLMF9blITeL{==#drQRIywJW7vV60?T-9Ri=LOK2
zR8l|hQ9S=wu!_2`z9kVMxk}v%L=%l|7eh9xS8tItaEqA5)d9S=3O3-CP%^1M5VCxN
ztgXVWXeiEtY!oIu|88lAh`+U<9Ni>6%;~`o;*4AhT9C4Imnq$0OL^7GOi-){rhdci
zjabUuGQ$H5AKpk8e{q^U@*v`>r5Y5JoeN;s>Or9B*HpECo6TO-IJBqc9OI0mX^M`J
zorbV2_&@-IH(vGi4GLWy0$v3|LI-C|8<pqE$@Lmvl4JS}CC@vJ<vbTuTZ~Q!>iwOv
z=2t0mBs?4@=_YL@v8wO|JUfwVW|oq&y4Puh$r&A&yEq))CBRzsT4aB7t&T+!URuRl
z`5Xho%pQA($a6YIH`_s`d_E5FZfl&6=MIuwkLixOH^u%)_chgwCw!H-b~T@#R<-Er
z)lgMh)Ih+wodE8|_E6Q^d+$@80#Ww-JXdN;4}t5{iBm?-IeC7+_~^d!!Z=x{T(9vX
zB6=Xuk$cGr+=C{=8j&rtH<9K!uf{bNCyl~Y5w-!SRCH9~3B-Z>UWxWe^%*<&Vqw7_
zZ)f>9VCIt|K}|@d_!@AB9rXi)%=Z8$Yz=(h`8i$iUy$ly?Aep?!G+L(L7?X7K(%pU
zqmE!#aPJga>cC!M_m=IJC&}ZVxV4f7LvnhJqpqEQZ}5r5K?AbduXOL`xX4F*>~A_#
z6?~^mcw`^&k4RJ?O5Kenh<oE3TNDp1^-&6<Lc#5P)nO%j|6m;Hta-~}sc5(yQm5bd
zeWV@S%e}(85XOB|#Nu6=Z0RwJWWVGTQ?pwSTUCOZ?biJ8MuhQIRzc%|C$6!?TBT$A
z85}@(q9`7h-+E#LrenEq-2@R+5#g-p<bkO1>JQm(p+C=ll<<BKKk)Ntgqf~H5+SVp
zeidw`YI(y(i=9G&GX_VLgX^d);1&cpcBP!@v5<=YChJoheH*ei0{y&+hjlvK;d2AO
z`Y2uhWt1CsshPKJ{a`x5*QbLMQgU_Vu4?rp?lb=G*Ech8e)7afI9y>@<R(7XvQ9c4
zoFMS_sHIPGawXri4$m>Mhmke2QK;f;_LFKdF&tJ=Iw0>5pU5o7nEQNNd2bQO^nKu<
z_bms%M3cMe*SiWRGVsB}z}4KGe>a8V9>|82CCce&ey0M=IawaDCRnqYla(D!YI}(X
z#IB`waBbaso@Joa-u)1)B})jKFVQ}xa^U);b{{Z8!wY`SNUXcqcuI-tlzWa^ftMy#
z?L=us&9pe5KkDr-85L!lPu#<u+rDIe7mgYaaq;^_N2!TC{Fr4HmQmWvLTeEkQYus}
z-a5Qt)$J2-CUZ=IGog<L72ep|7>LU=x|NQ%xg`%sAg#n%9K&a(jQ<$lEqHo^5Kx)o
z^?runBS}yAwBen_f8pb-NO8piQhpoI23qq<N~#8cZpob)wZ__W!cYc)U0|EE+wZ1&
zO+WtUnM?Z2?H<WibcIN*u<k6F+#A*;M+!QCHoNT`?VCQXxv=w3isgL>Qb>q=w3gGo
zeWHW*df~;zQ&#8(Ejelx)@^0$&}01((8Z`>-iNUQl!>K`ZeKaKwuu|h^{<Re7zK=4
zxLmPLN(fYS$Q6k>k_EBS&$~aGKl+1rEN<>xM)474Uh_C_6E(5GQd1$#yRe&G8O$Ew
zxMV`W=Ndhper9S@?gbneA`k4AHLv51V>AptCI9oxj}dcn1MigF&Ld{Vd&n$?Emgt-
z(;x4=ko)cucixW1Q!AkrOuF70G|;BLZ8d57L#{s6sID^Q-n{k`aKPQCKxDWX6Z@za
zd;bDF+y{JDq=SpynmnL&j0UEr##L+n2eR8umHtd3DlXjNuLZfe({O6gU9{uH8G6yf
zaUA6{^5ACGP6fk$Qo+-eS4)f;g2|ZgYh3&xc8Zk2fv<QaYTP=Ttk<OHdwY9MnOjFZ
z;XOHJF3@bD?zyl1$uh4_H#Nu(6qFMlJ=1QJSbP`yvktRd2QMCxoG7=E`k98U&a5U<
z;EOI>t6q24Lf~)*V@!ZVr)<`HSGt?rFSjp_BV<Q!wGv|hh6;OV%C9?NpK+<Im(~nP
z-ift<#<$cc-Mo>Sz+x^`Q;U5Pd)$jNpy8tDJy?MFXG#y4bdH;sH_}ut|89L7IouBN
zHW4tnzTihXq1^lQ6IH>|tS1IhPs2{bB+t_!4E_6jdjXQ4>3;}R2MWGNGPUv5{wPUK
z!7A;qU^Bn-;qV+jx&`e!za96F(u;=;cdj$4V<a&bq{mGR{Z=2|{)EbleOAiDDdE+b
z!V95!Bd;G!1$R4{4P-Rnj5V&{T<5=<7D}Thb8-WS%sz~*mKOggxlO(!5^$l0zKN=R
z!gGJKWAU&zjCW@FUQ5y0X!)jVx|I=rQCgsmQDxpGLk{EM(8gsfGUpWmeN6>7xKTN|
zuCdiX!7Og<r?}|{{81TR7FM2>oV}LivJti`1QoC5SLeUC`6yv3@7b=hPkouCh=Er4
z`%dyP3eqIJ+g7TWy?O<JX)xU<7Iw_umR$XT4u6Gd+8ilKS}ei*OpcRGi%aRhoP&NL
z9d<pZFfNJv_7Hb%p~Ew@U7!1AdqHrtukoek+j{&QP%iorlb}%(rPKj1Ac!z2rUPA_
z1h#B~OKHY5;7x(kOU~EQPK2nawCKvUW`8X!<Es%ih0w&;BRfQ{SLt8+%$BX`D@gZv
z^X3hq^MXsNfl;}j@*}Znwc|mYNA>Oobe%0K*0aKQhov>{P7H-;`P;qDw~4p6on2&1
zOlrjw;-CD{lV!w>XjtgFnWrc#3fvA}&Y{2VD}N<hXi=HyF?;-hFPa9P-@t?X+eOD8
ze$H1t%OdswGfk`4e!!+fpP>;}+5wo7ag=-Ccf~A*W|ZwDQ4f`bxq7-Ct2yj^74^e!
z<9mi0qFXL%+Mt_5zRDPdK@AMS8d=Fn_1H|ccHHfgD81}&8Ms1tTH4mQyIa_WG_z9R
z!71wA#Z2)I%1sDoS8w}@>suT(`lNNNb17Go-8y&DAA9QXnsLGWvIoLD{m1u`%jNM|
zTjT9uBrj|>=Us`@Nvpesht$Oi3Ub>rRcX5-4M;2HOi~;$?GDPj0s9)%H^IN3O^9za
zCmP^0<Ov31^-m1qym@*$o0|Z5zA4zf%tO7o=E3T9NRMy#eoOmPxulOSu7==V!~L=7
z`G@gW-ZF5Ef$(g>O(T!T)2Uwp7C1oJaKLK@uV=Jr3sy;DtqIh^yZc`%sZYzi1Xnm;
zl1@Mzz0{!MQ}h?uRtyglce>crHNX6yyc-#+$IEn2pKMK+yeibZm=$JNl3I9D;v62a
zZEC-BZ#CC`$*of^bMo)8wcYrB)nM+2F}HB_uc{J0FaT3&s>N@*<1tvzx#rf&Dy^2Y
z{gG~y))s7isqZrYN*GfXN;)UP0YwElZ*}?^&J&q#1;h)sOs|HWh8s92urHNTYX7L0
zCaMf7;xhM}tF_u70S+Oj?zsI<rwhu=E1dU$bKeqJ5FB}iAB`#d+T7Dq_3hb&jx@i>
zJAmez)~go`^0Ot~w8zd*j1xRQSD5POkCMy_hys*Z#_sm5fHh)E80Lr72``UlZQT(k
zt~GPqPJB2XTh_$IuV4C1tV$)5cC@CCeR^uL><;8sKyT5PiM`Xdx&%3y8;FgMkXe+;
z8fZ+X<RJa>(4tolE6@YqvNiWTK*D1ic<5{c0@qhx!FfW@OuY%-T0IpMy__St5%(r{
zuJ27|gmt(j5YCsk@JpXlKm9tiQLU^z!B*~+KIF=S%?09<Q}JD<Y&1!~t8k{(Xfx>o
zhxbub@trkl4>2u!09}HZt98j7z%vWY8TPk(J=7eI^>&`}bkSVqI@2k{<(jDF>lY^)
z=JuyFf7&Qfpp`$3kNhq6=MJCh_oi+^JvAl`#+l_~|Lf~0V!n^Ks{oY0S7(kd^-mSW
zGAOLYLky#qo;;zcy!YkPy>y8pfEP{XNdWfd-r#S|q@I_LIisWa2O$Dq_7cON?>iU2
zpV%Hfv@ACYQz!VNhWZ$WzE?Magt85KFFPic_76V$^k*d!ziJe0i$)xWa13Yp%Dg(-
zd&`;dNg4#AO^)FXHZ<H2A%W+@0Y~JGel$>d(`d$U-zYRum<2XaqgA5$5OG>^V5Z_a
zfMvXUgm_nNc?;IT)CwNE8!YRqzSPt#Q+o$Rvi%~W$OH0ce?2Iae-#{l!FF|}5V`o?
zeWehR5i)-eN+25f*DfgTQcdeKy*_;XX(;^mix7-c4X9XGU(cds$Px*5SD$u(FGZSt
z<jew)K%#8XVae^WH<?~oHx$#VYLHqnGKb3xQ3c4bnV12$YQwL$f4$e;e3%*I8{GTT
zWme5oacZ_ulP`!-TH)g?{&b|}sBBSm-02h*T1~rMj@3ZMvdA7{1RWf(Wwk<Ezwv(Q
z?-yqg-uZZ2IAoyvz7ZR%OrWndElY~}>S-`}zTaf5@6NDp2E8t2bXZQKRwd6=GWQ~v
zvkrW$mYtDaQeHm*c618MUPgs_f7{FkII`HFLlZ6R4e#JSP+w;gSk)Y6rkeDmp7~A)
zo$|`K)PAz<%hFHOi(ys7!^%^Niu&dho>cP5ciSI|<*XR_^-JGY8yYSm>g?-*7e-hk
zzF+w@$@Q4hZOw_`R-OU`QX#U0Fi9AjH48g8jY1!O^1xpCqkBQ3yH|fLB?y{ho1lyq
z`=_8$SaqOhxv<B&Bm`yha0yq){CbGZA#CjoGdGb$nZ07RapWs*j`<Zo?8+=~^lp_}
zM-|4C{@k8T`KqHi%N3VU((cueAY&4cJBewTWVj9WUaMLu4^}t`gs)*vlz3sn6CDiC
z3A`Kjl!3S`gQ86Bl2ldHAs{uOTbBxVhqeWjp%~Tp{BGA;jyq>|mFRraFCbkua17Cs
zV!A4aF1|NvL;gDi;DA~P@}2Q5jF8>jhqT5|2x+Ntf-9J0ZPDb)Q`8AT(-r#bl|lo;
zgr3YC$ve_DVkc-Iq&A<TX9_%8qonZvKw+WyI!aZFd%!OKdqWoRyxL++!;oPdA9te-
zv2CZu7tJ-%E>8JD>B=)<WyRlQ;t*qfZ{?CBre3exCPMzHo^zJ?iS+hWNihXxH-A5}
zgSzwC!JH4)s}-x5l;zTlA$HGTc0Z7P+hntBCLMP}w&N(WTZNVVIh6Zy62ZRKZPyW?
z)8(xvoc*7w;O?Z>q;8%kcQ;;Kr(X~RLvKCm0&UnwlE=-yh7I1M^B;}~&QGj3AXbM~
ziNWx~mh_eBWns#p0F$!rfQ7SFcgHV04=}!MZ)L3BP_iX=wBO5dqb=B9lQtu<iaHLQ
zQ8zuqB{ur3u`^DoFN8Xq$CL(mP}eCkIp3bS@pjtS*oWd9sz=HBmHpixG{4@ItOUqr
z9-F^doV2@J#w7(s?*FooiC^@f6$!f0jP*@tsF%zVXtq|O=^JxiUj9wTZs3z2F}|>)
zgbjXhLQNBy^UZU6wMqL!%(=k>VJjP%xzrm)w_Guc$p1i?KmJyMf)fI=>|7qjxVXf+
zM+xmIA$-~*s(b{*6B*Um@BsqY;t2<J*csw#o&p=wo%8YO%VUL~uNyi@MHGhA^ityT
z^vL6rtOJ{^{Y2CnajE#*Zl;ksEhzV1)h{6<t!8V!#RT4`QS5JEm2gK6#Kh-%8;l6t
zc8m~z&tUi{eB7`M#X`)+O~-bVtiy^kCf=HbSceOcjq?VXL>0VELvB}zE3l6-8s97u
zV-8R5BBmxU*iN{IU#lHd@Z|bvZRhzY`K9<d8T<>iJyWhoiiGyL-NYYd&+etPJDq#`
z>O%VY9_w=?&|Vt<vH1=VJu(u{EoEXJ=sUi;nLv!%L>N}*mD)YKI+qKypdM&<hm7nK
zmtXChQM1i30zamswTA6l1A{f=k#`)ge=cgnhKMO?2PSERI@4B#^#3dp{1eQ*)1&`g
z0nz<I&Ro;_NT1%|LX(V&K!8k7HaawxFVT=2wOpvKJOonh3Z%o@3l8Fqzp(*72JRi>
zr^ejzr^jumd;4ms_4-a(rFx0gBfay=WPJu|XTdZrJ+-Dev;G4?cvKw*dLf*UAM&_4
z7`N#4L%TbF1fSp1uXwst3~2%X0()|7Nq2(VfGZsa{)6|IIhVR)TmD)(p94JK0h>*;
zbNiiOa5?M4ixsAg|1xXhU}d6&N5*pXAnZW9^D#4#gRN9UkubjN7Hj-QPRM=IEi+E=
zEarTmXheeP17kE#i&(6B!Y2={A8pA$+_|J;-{m1C)N~WnrlOaVyt#u8a(At0r3+Ns
z&H1X;g7w$)K>VLkz5EnC8MW2cXDOqczIdeO;mwip$Y{XMR48&iA#G;j)^5Y6PLXu%
z^e68=lJ-EriI}^=WAy3c^rIXGpd?%IoS0gzg-nGvgiXxa1!TsrIfM-0B`9SfLULCG
zVn4XW=ItRA_;UlIj$A#x=Xgs0Xb{Ln@IZyBCBxVk8#OXnQ)oG<(%nS4SI3y&VA_s6
z4Da(2AN^E)O1ZYHNaRR@s;F?m%t0?v#?ODz?O&Fbt<|9FJs-HjA|BaJX}r9iP*m`2
z@$*x|gWM3_C)??coM1D*ncg-oruL7RIgTSWau-@z_?Md6UT)L-sjj)!Z3V1lVu)-k
zSNg*!7dOrnzs?mU>wVQLxZ-&?kI(~ote5QtGJ;qlaQUEs{qWD^@p+1RLjFg1LtKZ7
z5r2tfUt3R2@_v!GQuBU|GuFp&J=19IMNd-nz25=PiSa7NK7p#4!c&5G#M@2ZO`ATs
z-sCi(C!;@L@*w~n9PHszWee?52r<G~9TEVO$&U~1ZDF>SX_CLIWV+iQSStC*me$Ni
z9HYDH|IyJXKZ<;c<<)N!1FkqVfHijQ?Uxei#^PG%_uo-pzy1e0Z5EOMBl*}TGZvQf
zS!gDc5Li9B)N5kpF$w6VNJ`PHD*Q~<$@8m+QWPtd{vxxTBYMIa;!~SZ>exH!YEx$H
zN4q>Ug%=r=S4GyN3zpSgQt6vUHHJ^_N<FIJ7vX*^Y98J0V-xaE&TDG;MO%AhT1I*a
z!8&mSe-IpQ<h7|Lj63)2jDyy|SciPxrR>h*M&9GxAiAg;1fTC{TTy{f6a7|ep2Zgu
z;#S*U@Qik4xw~L!j|mvH8t)C2kF=};>qU4YO5H;w+~X5{OswJU!SIRtto6v>S$Noj
z`9ylFE^4COQG;FEOzi+WWc#Y@JMvFn_Z{kEqfw}a{#A<69QA@+&fm#tZD32~QtFK7
z<_ves@_thcGAqj`xta7w+9T++Gs^Q`?POe02gzhfw1$QX9`BI&V3yKAEdAS&!IcXn
zQ}h2NPRZR|S~)*0)~&EHUE?{Os1<_EoG0^q$mRQY)QKYDo6@CkMV}oLonZS!$`@q7
zDfU`7t4eU`FMt37oRUw>_n>f9l)pgKxHQY=qImRxCMBVH@~`89_69Ad<yDHkzlA#*
z&GNyZtKLCP5}IGm0?0Y|n)*D8YK*#TGf4qDsfP&=#^btMb6pu47B4mVPIoSuj)Qww
zKSfFkDhKzBoiYW00TGS@Fgu!7EZ4uOSoyMz`4MFO4rMlXnDG~^X;|Iur<#4KLn&jw
zPk!dXG0CH9OQ!JqXMRs5jQOe-IkkRs9zK6uUjjO_fLWi`qnH+&)-C3LV^UYI$rFL>
z3tRP$3WL2E7Wn|r_fx6C06aCzSS1;ZeN0WZly~ws>z$5D)A+rf1mbe5l^fs@caHxJ
zj0dK>+G~anfpWSJhxS#?nLCK2eFHkeynRC4(O(SuJG4H&ej)`n9)T>BzU5T&eM{3N
zL9x9E1UYrBb|097vkBp^wpPFN1M-}WJ!?m?$~fc!zBc09>-06!<;VC?>@}bVfJdVu
zp$YY;Qoe-yagmxMud9ygQQ6zHoa>R%3%OsK-PPnUxOSFt3EET|Xd(kdOf7l+!e=oH
z;I?4C{4*}m;?5j?%USEgWm-Btcl*OTRkm)o3+lhn(iy8qpP>phd-_Y9c;9Uscvv@&
zE6uhn$S`L8z4~dUto<6;w@&47Mih7LXjxEjp{ZE`Qog>rMV6-)<(HHkCzWSKjNH_k
zz;a|w6<%0#jvEU2y;jz01tu!6%;N{f9uQP<865}Fh)<bWM{I+SYuRe?hje0hY(=aD
z4L;>dtbFkd%}b5?`Ef0X^F$<|L?+d+|EQGXUBf6N@Y&qa{W&J<AO|}Huyk#w#rJE+
zUpVc=ngoxhXx;MJg?M+z%Fo0p@&z>=7x)MhOPGi)rwQ4YICSD#yF*ZD`-UysLR1RS
zj6FIzM05*z_G8amQ3uR<B6V!aS%fc$%$d-Nq^O)Yo!!2&*5n2wf!ZP0mUmLYT}$|4
zMh0WoJ!}VW=#CKSAMgUQM*XAAi|U9e4z{#UoX=$9+b>%r4QKl8mb+u%WmlRzjFY2@
zOH^QdmNRlV?8mr<?OFqteG8~HGEi{<?kb44qHR6&>}%t$NgieRWzk@y+c26)0vh4}
zt&@->bSLbOE<};DTJ7O{9BNdvk}+x8TAfbZd{$Du{mZV-mUURUr-3@-uFM6U8IKuN
zif&K?Int!-`9!r>UnB>+%HcUbY9{zZ7;siNOF%eDW0zB_nCwu%9Md17foxt`1`Lm!
z>wqEW6XYM|PhwYYhy77j<%@GB-WIt3b+h@zCG&dh_A6*XZ*(ad0Pg!llK8uP21(M(
z@WQX7l*TuKjSY{h4;wL9wtDTw>R%$Z9tfU-K?}ZEk?%0}xq$@{;p^Zg$Dj9{&gPi#
zm;^!bzxhY*df?#p;gUqDs-dp=ShiRT;3LM-5N%XImz<K`I1sR}Pf*lpMg0e|%E^!V
zJe_PHJ#}(Kx7E2o|A0yP?nFI~Lo_be?~gO>SpnYxY>_Q|6BBFsV?pn6p@n4DQ6a7z
zjU(J>N0~s-)vm65@8;^TDIKTYV3y*T77h9QJ9k<CDElxh%xiABCjI|LA34o!rtwdr
z;^wJRu+PrpOR!}!&!kdhgyNBEHO5=a@x*B^C9wy`XAe0#X}s08EdRxU#!mPu#Rup=
zoyOU#%PF8bN<>k`dVNQz6}8DRD}D>dmsnTZJ+C=kT)9Mha4w3T8lmX3n82-fY-Hh>
zjhTlV5H{Isz#0z@G7-R9`5HJ0mS+7b-*b5)CD&oFO+QoH=+MARiw1JzU?JDI(zPxf
z`yVxYpoe4V@TDB3l&q<we@LTJgQy0U2BvjyV*7mez~ND1k9@}R6ETJ37F?+u8*~nW
zNUUen@vOu@4(hKZ6M?B&N#`^p(_4!8<`XTuab!xgCmOiDhEj3NFnbnpaiA}7Z{_)@
zgsZDkRD9agCfEI8DL<03>X&Wt_1AuaafU*!PaYppzPB==sIgAKdAbIj&G)!DxJ_k^
zQpeo`D%Ah3`WTCy>Mu`6Z{7~NbjDpeNYlAcD@@g=FUH;aUhyS6>BD78xZ?H77|ksn
zTrS`G507iN!l)iB)M7cjw8hpMu!g{|R3-fwZT7X|6!up7o%3kD5=k3Q;vY*k^Hf&r
zm_-R?#L<&%d0?JtT%zi3tH>fNhsF8gNs|wU4W1f60WACIA;z^@zgu~uRVwmOtcj1V
zD4D|}+(A-G^>%rPe^wqBH{}@rj;zHyDj?21>U%7Yfy9Sk;Bs2(mFK<mXIYq3xK`jD
zXPzC;T)A4;ma8<_&Pvy0AXt+B7>7fbb)(DCL<?65F5tAej6aGlYKDk<WK2BtST$YQ
z-?9&r)pEcCXn>nD^&=NwT&wbCbMc5r@4P;QaMOJa_Y6A=m5UZ8yt?s$6MVH}hRw54
zhLEfjeTW(1HI)?>aG;5Of&gMpyCLjl6jUyqmw&ltd{Ug*>pRj(hR!(Z3P)I)65}dF
z#^|mIssfo{C%ik9A~&}3jNR$5>ec5#!53tF*RXE<a0nm7=CcQojN{5(CcS<ss-7K-
z!<z{(P-^x^PZ<?{e(oVzkcm=_&qnl%=H<wy1!zGcYk)bpHL!}@2|O&p)P}-CQNnFm
z<x$GV<_zZB_1Z-eA?WjGmnY?QTO!je#hpxbqdT}jg@GW>&b?>Mv|RAqHZaL(SYujW
z^aFP|@P1<MP>YI6S#pdb^(7r>*`gGg8PHd_LfiA@f5C*BEFM^tjYp_$NhXA-PSDSo
ze+H^h12D$wOxXdvSO4}NX2Ze#c<+QWo?R)IbRvb*iOR!yGKF^v6j%+DIM%JW2i`gq
zJmH%M;%(~Wa-_Sc@<g22SS%c$W0h3m3)4!a3a}Kfp3r@JzLsEDE59E*x4&pBa`JqX
zfC~FX_@3ICek_X(0sjZec^;*<+IufbPnWjJ*$!5(A~FHO=uZq~8nEql<MjPIeTCkH
zZ7;N?$p*<q=>_vCrFOLMYdF+eD5OF#@`m7cX&ulhJ>SWzG>L?WueNYNMY{uFU4X0<
zF)So*)SRojNjt6-B(&Hh0W>A>@$qN#I-FA#$*pySsm*?k{GASQD{3FN`|#IEGAD%u
zHcR;0PXo&8IoR+qA*bh4{N6rsQODY0JHielsY5zHb?L-)4yt%+4sjU>Sznt_rC1zj
zYcEXREcy0VQL;MFP<w<NE{;1@py{%q)Rk~O>0=c4JzVJP7*FN0t|UT)<Jm9!ZRmtx
zt&laP5819Rz=n)VWv_~`G>F#%xj3>`IPR$4>EtRS*GNPswQ6p0tLSt~uVpEUsT_|c
zMyIAVKj9D3S|6%}_aL;V39RMKVIa>2pl2&L7oC5zPawtDmcKw{d+#M26E3fz#m(Fr
z6KUFU47iad=zhNQ>chHAGrYiUyhU)kCYwfi3urR_1AS0A6b4G1hI-ZQq@|mqD6IaT
zaCrQ_pP}=m6s=uH@LncrIzn4jgmrGk;Ib$hQJH+y@t)gT%ZI(*<}wNYfr6Wud^|sS
zyDQ>x{gdInR9pM>_z5LTyZT&9;B7632RDbB#OK<p=qV9oksnWik9>N()U==bq*^IL
zQX=kk-){WH&W}wSo_>%owh=#KenY)9qxW00wlvq8hAeKK#bz*YlXW(7wuZ&!e@YY<
z8GE4zp21Zuf=#j^k@CFvs}01_5V{I?a5w*OH<a_|Xp;sbL+*;N0g2!5cZ%=rsoK?n
zb6<%7O!d%J%D?1qJJ-p%Z&eTfIZm~aJ=Z(+FdESbIZ~g{br$=8AMIKq4j$f<CFmY~
zgy-Uh?&_iG2k4p9O4~5tlj>r5u@Y^mEP(H>QFhK`&;=?vWpvi@bYiAVJJ-=g?7#;f
zo#mQOqfL$}K;WS-9R^yD7;YjdQ8@eMR9%QNf&CL70b(9znkc-Y(`?dQ|3$-xd|cVr
z<T@Vf^@sJZo?D8tt^_(=_z}BZGbId0HjmEX_OlANTxtkk*@v4Fs-qmL{~El)E5ii3
z4EBOd==^H`fix}NON>z;6nQB|d_A@W0*$OF@|darc|*18A0lGOoBLR6#sD0!z|<F&
z^M49$e{vQ%mHg{JkSvY3XiDzRL7k4!nI%3vL|gch#^omK!n9>}*aZi`KYUxR(ZTxB
zjc@$cv79(DlMpwdDIe1SYFu=h8mDFsZ!-(?;vz6Dpr~Z~Dx)wh{g6=L6E73}^N#%f
z`>h~Qk>mzUXhoZU>)df0Ju{&|pWo~A32hudjw@gmL*@|<jrZmkeQu3oaErC}d2V;5
zk7wscTFT9*@T)=Al*kZ1^ABT6O|sO-++!f^K(6QnLoQC1pK02}4h4rZMub!PN1-0}
zJgR>w{{P5Yp?)bU>pV~l_7th-OyU$35L!((dAu!8%Px-a=Jm=b0HCspFmZZ7b7(bD
z!K<|(b7!F2#4Pv&aBHv#zl41%`>FkEcS={-h7K^w1+FHA_!b{8UU9BenDnlpsX^jS
zV^g&n?HtYB;dk8@2N#K%cnoYO2e>>LYI8v6sK^}g?&9^_gnrtqg&et6KP#{S=M_dR
zzc!hHayd&LIe1;vIZuWL2$q}T$3G9Etv$EgOVH<j0`D@=!t7N0PWiiev;Oou$XgyB
zWIuX6p%Hsi)M3cH&B=t*`^c7gl+_o`rz?J21@n9Mi-%#$rP--N`@;$DfmGIh$#1u=
z$?I39cX}l{n`O~Qdr@>uQ`zs0qGO164}>|NE!lB5b$AML2=hwvg$_eDP18s7*hIZU
z8xN1AiRPa}89*E;e5J*;obx<i+?~^e;WL1n-%TqP;`iL~oZf?v3wi8J-?l)fs7Dd7
zuEX1@4CBdy?2^V0))VBrJMeFd9zaJCgR(N(BAfaC_(s#079~k!r%*FY2r#J~2{{wn
z@huR^<&<FE+~RA;nvK$!N>Zwfkp4#B!<6`k1fWsRR(dIS*uds{qVKfc?Wuo28Y(Z~
zZ)r#?@NxYU)EbHEf8tcH=}9@aU*$iZ@Mx!HN;yRxZI(a?0FWACxLhmS!g5!*hxP*C
zu$@@`6=f9F`Brv;!)eDaMc0z#t@mg{hZN%U)m;@*S@PYnSm+qY+xjJai~L0I5x-K>
zKq7p;7&_TU3|{?OE;0D`5^2*#Kw^~|_32eFr^qmj2S;uq@g9wU^&T~ngpJuDnh!PQ
zm9NLZqzxo}Lvk9c!V_1hf5NQ>H9V?UmY1#^V%8>OnZ>_exFmgNygjptpwIHz#w8PA
z5}ZQwzh8$YL(Xx@4^1s|W~HdOobJ_|2-2##Tx^;%uFeV|SXCI0E|zJM3jqO_;W5EV
zihYk-c8rBcM-U7;X1&0|X8~{_M6_bh+2?^Wr~Elxq_P1^u~!d`0CQ%^Bg{Rju`<hz
zAM*1@>pZ@&Cz*Yd>#J2v883}Ug-S=i7ab1_kJcPQiiE$1d#-mBhX~gxY29OY9TSi7
zB5cfRZj&`n8Qzn#)|SsUTc(g*34H}Wfb<B3N$DHcsB{BA4tCnnJL}AEFsjt66@7K~
zyXgCyz8Yav6cSPI^@icOrbg1yuuaGofITtEum@D7%*F%%klJS-(8|GpbH-j<hMl=u
zA|M-2l#DF<CHBrKRh*BW{pm43Lsw|r>Y^a1E6!Qi`;j1zOe9&Si6iAY>Cx1M#`y7r
zoe<Scim_+i50&$cIMygII%MD4NFjAMNgX>*NUISNzH^Q4{IV?JIcJaU{<SAx`ES{A
zlGMbVITP;5>nv8%ijJyHsJmmZMsv)@gw7HN!YAK`N#;SgP4Tlqfve}aLcj7aeIfNF
ze2k-UWu3yrXr8gs{A{c7IBTP{rrGh9aV<TGLp)&ARIeHDvJc&~r7{_K*KN<#94p`^
z2sd9i@U?%xf5X~ZPo?~Am&?^oEj2CWZgN5EFp|IsYq}HcxFR8izs5-9l-#Vrnel1`
z9%&enTQ1xqOg7-$*q!6msV9Iok^$39cJ<ijbVA<4Dx>qdwWRALHQ1c451_;fwQ#!J
zRyjG#!|1;1KzNj}uLFZ}t^J4<r~l6HqNY?;?b-D9_**q*qwclfnLFWlV%K*0RY^HX
z$HTQ%onWw}G7Ux!YuhCGEl~Y6%YVL}yyV=Kq!U*?(4<KVRD+gvjD0loDwu!|Zr58>
z^)Fhu91HN8-Grwa{|8D%NS_oA-G6s&FM?}pPIvZ;m`d0ipX`<rL!pqsuCsja#1q~<
zBq>Ebx*k<K-?SqAySDHEZW<goGQVk4tuK{UasWt5;TiL5*w<`Sir$T$tFoo^=u62j
zEhXLJn2bj`^|Qr}zX7sp>~!Bu$a|_PCPYx}No<Z^+=}o^(RcJfT<&vs^Ek7O<^Mo@
z%({@0^TkHN@k1r0|4#-Scu|6^45ROq>AlUUeY^K<gomd<K!OV)zM+J@`)%lVK1e!y
ziKEFvEKrEgCnv~($2fW*PD=GAY6srG6;^^c$IAAfmqslD2xFk9G2wlc0Zmx+evzKA
zE_Bzz1jM=j)3E)hDVL+wIiJ8A{h=eS62E69KJF|8U#S?JoZZm~W>(h`&5Qrd1Qw2k
zIc5W=U3J2*pOX73O9ww+sc&Q&HZvln(Mf7r>{jE7^o2*SZ>YH)U+RlF4igeu?SyTU
zkwAmf48a!<C)ncjgTsYI9)5^21Qh$ll?Ak9#(>9h1xfM8Z3eGwZa+!_xoM#to$)5`
z?5jnGG!Q3kf>rCjaQK41uNZ1oB&SA_JukM{TuCt`ux!gWC`Rrfa&o2BGw#GiR^a5%
z)|&2)Jx=)_{L@i}mS%-qe%TR`O&X6aUGQ=~@&@+vznMZOYR-^BE~3F2XHO@g7FHN8
z-zLVHRAkBGp#Qm5K*-ey&8|YO7X4ZgD!a^?esaI371jik^zStZ0kwsB%*#PM%NnPC
z{xD~VDd^<>PU00}a-pq6tcx_H0tP$|sGhYp%N|h5=eM3Kf1zo%J9uL&%=A79E|)!A
zigKyuzhxFeOOw5xP4v&=vqa@s48Y*;U-gbtgLra2@;88{&X6%G1?l!%n}^vGl<*CA
zg8TeH)e5kIo8D=_uV1Fh`(9QX)4S!UXc8hChyd@9VLUOZ4^AyTzW@3w2jlfrl3EL`
zu2jJHV@?f3=`*k#R8q<<2aIlpV?8QTG{W*S+P40FjI;TplQ*IPa!2;h!doL+Bop0j
z$Q0#W`yZT?_5B)ZIwJp3BwnP>@l5o5`~BmI#giB!1G!Ix22}OiRJ{cL0=DbWt)zgs
z{WwX&t+ZFoDMl7VHYb<rh{oP>^(fY++AQd%D4z8n3v?6B3(ez;;=b#|R1L|i&oEj<
zl!T#iH*kSH_#u()zq%hhd4BELNm-{H{iNj%*Kppc6b>zzL}K`G>1pOt`UAd9U$``f
z_$d?LAW0XoKxECi*uhz(?efN<W%WG0vVR>76$z_Dl`kKJ!v}l+1MNQ%Mv0%b5{SFz
zD9|$=*{fW`xj6Y@Q^fX1yc=>!bLcgUJy81+DkQ#1*;ND6Apu`md3n^=n}8LGv_N&(
zFeccCIoYzd7J&{x=Q?cL!?JjOU2(*mj(I|4Q13C?CrM0@8|g;&voPQJ6}Rkaq!fzI
zJqrWzEBkHz+YGS^_0}wZh@7wwoG;xDS(%(Bt-t#F(kMNmluwH%y)O5b#u(S?gs%*U
z!3*UU)LB*^Fo>Jqq`5w(X>>66VuHtl_pa~aOYT4204|YDCUXN5c8p15C53{;Arq5>
zhs#8V*zXJ2(+t~dHba+ZjH#{wb4}K#11Pq@)O(wHK@e!hA0z+CYE4kCM#k5i=Z;Z8
zC4=^|l9ox<=WNP6u$~v=Lp-U0vvj1!|8*6tm7mvx+7#A&DN;)HdZSMG37AG5dWDMh
zZI2U_IYM$TmGo?%&C|^bqO6p)qPNJOx9O15X9p>^1ga^Cimc6E9oi(=T%p_?&pfQ$
zUoPtJ49MTrFuK@V^lbBX+tCl;v@~V#<rJ`}u5-H<cL;^!Pd7Cl<7suF$6M721RuNo
zLudLJWIC4on}%D<dDnHaF)Wa<+HhzyqUCR+<=_0H2XG*4?gfJ<<kx|EwzE~*@?mD%
z)Vp|+Q*D;M*Xdr4(-Ps#?FgR*lW@BsL}RkZ*F3U>iK3X-7|#qBP)_ukpa0f;3$t|i
zNwBRukgT<VqZ$G#Hq@l<R+SR_F?9b!@!g%`UBCjl_A=;->8{?5qm~EkpbN?_*(<#;
z;dkeOjdD%c>s-$;TODih9w~3v`Y&iNH?BfeJnd1FRDzx&OwuKea=S$6={V59v&}x-
zYPjz2(05oDZgVIiaJ}EZn0)rx>5<`4yM@4V`t#%_P>LVmG6aWGeJb6Me>_SlRV6kP
z?pwu1BmVK~DnZ6oHSw+imR;}P>$WmGc!<d8Pfsobm$BW*I*)?tosvR_K$F8AGV`!O
z%ZMCsCDutSR&X8i!<(Xt^Wr@%R71@G%Rk_A;fw$u35I^ar%(+e_MVFHcFOwN#dfNR
zbSwcrYI8ee;mwlLS3qqfWxpOzEE>FcPhEQvgT*u+ekdQ+0uFi7@pRYQe5dT<l1zBI
z!WtcFIAuQJw(}CNcW%eTB|TcZK3HyQVnJN}9CC3s&ANGia%j|j131077WILpu>wpy
zTWr_ER(Y{yeL}uf*skDu<w^%v97K@^>fK%twBR#Wy)EYa_I={JU?`tz*i1J^!fr25
zF2wZ_f6$*o|9zWDIjek}mq{rrAk0!ud$DluU_34HO6{6)LdMeo4kUu4To@=FBpyHM
zpP+q2nfosKcgxV!*|bX;G4{QAUxb<^V47I0np$fdyY@4zvl>^@Xlrwz6{axJDcIZ&
z2$Two%v=Bbmiqbgk7B0PPkVqH4C9QZ@T@s#dCbK-x3JC^`OK0F^|Twm)N-*)Vw#q?
zwYKpP$NjhK>)B~o<FGT7igDXsX&XY0<oA=$7(}+}>;b|nbK+*A@3QLys&a0Yyn)1t
z;RLOY1z(vyw$s%9W5<o98-L^__N=R2uy0q)e={v+ah#1Z)oD+A3K2KF`ZvN5)uU{?
zGNSYAd{Gl3&@4ZJuK4*jIQ7ycUu)kcX7|Y^(fWT)XrP>1b|S|r2{qO4#Sw8ol&--X
zm6hWB5(*prQlpdWgSQMlKJO7!8+T9*J3fIswX0-ggZ31r6_*u?dv}=%!4RO*$3)={
z7ZT1C4d)KCfK_{q9F4sB%~T@zVJ^-0#goVK$Fz891H=N8GhZr~{sUd1?aAO&s*IN0
zFDj=4Gqe8A;tsQ%c>QFJ<(pa8jp0+{D$#gJ(LJr2sclI&=f}U0H#8EjlKS<*yx^;5
z3$?QYBK$nY6SHTI7j@c(DKOUZ_o~@j#?YXm{uH3pQ(<FIuIk=yx6oq{=dN<DdkZ^T
zsRlt(UvKBE9)Z*;j4Oys;CQ^vluafUAcE??JQ8W&ibigw+v7S){sZOPx>TmPhsvV@
ziC7xu0MGh`lRjLJ1gW5vS|MtngTAbDCeKgzs`C-MU#ki9Ha_&siDrxjgTz+8MHf09
z^x5CD8`uc}@amC%m<{ESgVI6CO}w-bFliQGGde#@UCMYW?8nw<YQ99^hR|`IQTlcR
zZSqzE8PcDuIeH&UXE{T~0%D<HpWz|@(H+mq9Sn>*u!MsOdpwoYQrKi;{{u<j!UC)$
zQv#qI7H>|qsBq|B`VTZJiX(rdCPcjZCxkO?59lU~+Lcte6zhPs*6JM;N!@@)#qR^=
zwd|@x+Z)U3)xc(HFSf_7J0aTCbPW*^=Zr!{wH^)ge%Ea0+lqbv><<43hjZ<@R|?T_
zUXZD+)kz*7u=v!?U=6t~IA*%O)@vNvr>X*M-}*aqC0Fj&#yvCW;8`i<9gk?@%o1%v
zaxwyDH6kq%?z)hqGNeDA@1<>2_m6PV&vc3i7xtL{ENGah!)2MlvoISL3)UF8c6$hG
zj&vQAh|N(HPDe?1afs~jdGjx=cOIS}dsDTh>J)BQadH`teHT?P_SSp+9%M^xaABqX
z&~!4TfBeQkxn=oGxsk=jfp#f%(#VFjfKOV|^&WoJ43$T#TqmK{?(i|k#+8-Kz@sQj
z$rxVY5F~6WQ2flV4ckw2(YvZL_9b$&j6#RkavF_2HAN0!>kVK>Q)rwlXb9Yb3j+;D
zaoG85_~g!6j#qnrW3xC-$1PIW(Cfaolp1+(_NS&<uB2lmw03xIG-<)N$YlWGa7d^^
zAga<oIIsYkK!sf=ZqZ_Ip~1?YKl8zE<UtYNP|I*}=i4WATGlL{hsZt_a?0avOk4ZU
zti*Sa7fxiZ)X4dqFcZJ%ct{B}0BC*)0id5tB`y>AS6E3i03Lbh5LR_Vb|z))e1hJ|
z=4RiI*-dUZ&8dTDnPUR7<)SbVgC%{Q+G(Gah9Fq8pKV4Ug|Nc@;Nw2Gw6u+v#|oIv
z!&#e+4Z5zi*0-!7|Fr%)OeanGRMOT(Hk%e}%-`+FqrP^^AXh+5lC*<gsJP9YSkWS*
zG(T;)-1)|gIP5MG|NIH5XbV165-#?6;o^OFgrwAGLoPRAgX!k!7=a?u1_3qNHLs11
zN3OMiS&;^&&n8(Nvd962-EQ3q`u~CQswYi5t*iX|kGlK!Q8xfFU@aj008q4JS<u8A
zu>NL=vaH1Hi78JI$mqOKM@wpyPZEaDH0tnLMk^&LmUk_OH|f;JGjXCi0FFI}rg_n>
zKb5fAm<=~V?_l_|jYU^kd;ftP;BsNw(~QH&FVx_SUk3dUtZY&%UpusB&eW?em_Afc
zi$+!zkL0=+T8mv>YN~LuLJp9;VPFyuRO0o^uEhaL$@n3VhCEb2_cAgjF^g-5Raz&0
z<S63%56=QT5YuazU<uOj8I^wJvCvPC;!v<vY6sh?xVxyu|M0jBBM*en+zh0xuqOk5
zC738fM>g*rXxwBJ&MX&xm}@7y7Q*Mlu>)%Hsy`c3?29T%p+kE?4_A~TH?Q-p0lDCt
zK%Lt}zXIR*KP`-vQh8@U<Cam-I9EX~cIJ^CFAfg}TrU_Ax$0_r>o>0fPed^$!@R%o
z==`QTN*({IM7+A@x2Mx(HLsGkG94kFu~%u)2Kw(5o0h2yiYnp!yHM-(^o(2CpPpva
zy^4Ik^UL;=toNg<vmCzsuvrg5Uye34YdA6cuh~*^XXjy|eB<AM{P@3NoV3JI9b8nX
zoLHpeVRu=&+~`aEOTA9-3*1-Q$0e1*b7LWaIFDc97d=KVG-sb_tqV`%e_w2Lyt63(
zqvc8et~;y9S*`$W6D4b-jLZyx8wNi-x%6#0<bqq*;p!r5lJIL!^@mucUe%ZRje^{p
zr8rKG#uFXqTAd!RjfsrwEhT*1{J@fE#gv7fuX}D&`sqq`aKL4{WbuqHr(=}G|0ufh
zKqmh`K24T#bjR0Olp=Srxz#u47hUeND7o+Zn4>7oT%j^llAO!6IfvASg>sF}91U}y
zn`Laj-_!q?=h^doKJU-#Je2D`c(G~F+q+R=LKi+$I*iHZIx3WH$m#Wch*;yoNsPh%
zj<d_8d)_&d|J51uKAj;d==a!(^T{l@m_mj{2LpcUrx({xKU-t)JGyM$sl!YO)Qqj^
zHYhYa_<H5A#=1B@3L*im&NU0MV2m;xjn@I+XAU;z_w41r@|eQh3?f`SvfH+ZdTr(9
zL>Z>gPPYxc9ex)!ptqqLC@cytm=?#0f1lBf9?}jt;l;f;gw~8J+9k~UB_<_awMb9j
z@4PRb1l_InEmg8ZE91xF#?mRyR~hE_tU2M0+>J4U>Ibh~a&~?W{I%KI>Y_*m@YA%6
ziX!c|@&7cRWff2jr^40LHICDYn$|5t5D9#d)u*ZGe%3V5Q$5N0<@4#YV~y+IgY!-;
zc}ctK*WFwDFS5TK#-A&*goY5n^1)Hp(VhafVp3j$g_F|a$hHJw8@)GsO?ZWK7q>|}
z6oz>Z&c%<(EnW&3Y}O-%XDXZx1M2Pg_`4(^pEnLNBvMnawOS)jF40xVO}SY4Z9eEA
zD^rqRtUcIRwgS2eVDkzc|L&_-T-#%D8#@*N7Hcu6_>sok>08i&)0bT)x}ZzXz=_4L
z!X&iY%`MEI$9|hK2N}Al1-B;1B86elWm8?@9%?8WzT&LML{Cq=T;2wxEGs+CmddMN
z20jZtn#i4_XXVPFU4&il4PKA-IU#oT?h!dLyR0r9kLVKvF+t>pyNlRuz;Y?fwUx^U
z48Nfp%M%0mq^X$-O#CDL7*rlRw2J}sAfI$^du*yAkk-1{pENE9kqs3vOHwhMW69_q
zn*}_ozyvdjjQHzPOK<t);^WzPqFj3Y_LjWL(LSTu1hGE}GoFcw1nHrq8}@0>Y#$V+
zb?$oNZ-xxO7`lm9?=95;At3rcq@v)CWgMSIqVH62MjNGL{$1}?e!L+;RGbEe^+4yG
zxA@9GDB`m7!h;>C73xz~*T438_z^RxtFFq&dWn*t-rr>=D_925{RXI-&nUD`v!}UI
zed`O_o)4rEYR_~IN~GP~PO7F#3lkQ4%ka~e?0k<V+K<f1KZ=B4qEY_?O*``!^s&rs
z*`btxKVd+i=L+x#*uYwBac4obTV4G`f|y+R7-5Sk;uh5_13`=gA5?v?c;79tGT1XN
z5F7*mzYM6(OqTo<kV8f-q)ruUvR?N7Esp@aI5r*y;L2xifBth{kWLB)^9<gm2J!_Z
zzfF&KPFs5FbjAAK)4jyYT3M($Ki$-amvP(i(Yt27E89x}+Nw<}o*cOCo^!wl*(bvb
z9+yooCeJ(q2#%z2`eoz&Z-`S_Qsj&BV7xg^phBc@|5y?KoTpAi4<5uj;&|5-{YOHX
z9#cuNU|y{809G*|YORp8%1epReDgKwdu`74MvnfUby_0#=SrGywy-MpGo@+XQZ;G7
z?!<HgRanHonFq&ny|0?Aut{bI)Q<*K1l(H&L|<h6A%>OT_^<irnSxZQAiR)Rgbq)}
z6pMSFDfswAiN8$rA;%wcK)XU#FW&lvbk>gk{>2(nJPW=QO0rOHt#{ba1cKj|_d}i9
z@1Dc{utQ7FxJB?LuIo&{mw6BI@yLcwV6_mQLGIb0tFV<xH>RjEXEw*w(e*pi^+VlW
zT%~N`KHL$I(9JjI7Lqoe`TvNXL-?=Z;ZePK^&*YzTJ;ZZ$D7m5wl&?Q&fi0h9}&`j
z+995%cQK5zSw9?uR&*Y1l~uM{an`@Mv-Cl#mDsHskiX$~F|zY9L0`%04M{{69x|T>
zJ3hlV0D@#~&)!FV434{>V74xP+<NJl&je!)J=Jl>NBffEXg+h8y(i@M69^o5WyD*t
zCc;}TLz(9d??WcUrrUoQFfZ>sTz4ZeJ1`Oq){g4LpFU_7^VWQ6x+lk)cKigSl10Cp
zW^cO!T)^vvbmz2JWcB%+<fpu9MNKpbs~{0Mxj;LY-?D-oKlbjgYah`$yOf|3oSc=x
z^cj}(z2(xo2X_u1qO$676@Q7irRA}9(}K`6yuop`gFV{eWXZD3)2;DG<JTwOZchRI
zm}Yza)d-L}>jiWvqdf~BoSYD?XX|%uh3lYyKeyHOOU~N-9(puhEYCivRxLXFCb$+h
z*_l|_@lAWvv1ZCU4tKq8&$l4>Xt~IpW~9M-l&-;SiY3gO5$(#A@(B$mYq~rsROCb{
zli*f2;&2X0TXdpRZ3y95l5YKc6O{IT;RBL=(f7*}dwa{V0jS{iHnhv7OgzC#q3PSh
zT`Na+*b<9nGu%jAu!ZXn034`mcktsMj@-CsJVZBvKwG)t1rQMFeT#U~qwizLqgRKG
z$Od;0tu3qZ92E%@pYarVsA;J&v{6=lFzpjQYTwXp0fZ5_Zfe*BpGXOOj~w%m4(X&M
z7;I!h#5X}u`J471B42=dMWp1D6Tj5lpno!ObvZg0$}=llh4#~zIJLeT4cPsv71!u{
zOKfhDA0^^cUsgt2m1VrY2194<W)@;T2!RkNeS^KwOqHe#UX1|bwNOP6olkL7Y@!j9
zG`JC?JzaxsRvjAyY+ljqD8+*36TvpuU%pog)Ho<Z@!;tYs7SAlxO{8;YFL!8!AxeL
zVJ~Q>u%7@CGPVZ2G>&?*K`LQ5>`q(!gIVHdGB|K+beZMz{f~QZ-nb@-N$C0Jj0WC3
zsU0^F2Rc#J+oY1GTQwm>ko8cS`6g+u1l!nAzW4TIxU<;*KuPV2A6ye{01_`wYi+Fi
zjM1u6C+%2P_BpW^cc}(st54@fYL515jOX50IH-I|6YX0ae5jJ(&UrUU=Q(h=*kRRC
zgT@pv7vJbbaIuV4uK%~z5J@xi&DH^z*GB`paYs#y-q33dJ~jMWSHRt<Y*Ju6NY&L9
zmY@Cs`u4M$vb~J++lXIrRCr$vWX@q1NM*#g8Uy0bWZi1Ri5?FU-H~k|F^TZx9k==Z
z5b?CtRKfHK+j-N;Zizr}u7tr%xc}W~<<>36A}4gje2}=!ZL4PWW-I4W>``i%DTJL{
z;x9|}Z6V`(SPA~mZzEekXClN^&Vzcv$Uw;8ur3co8f<xIzJoFLKadizYpu!w7?Y#^
z&JL;aUxaG*k7k|141`-|8C0Z8MvwxP5jn)KWZR-L*s(8rDg|!}F55c90|UJcoL?%l
z*rgDCqBIy-k5Yhti$0ht^wsS9<|ZwA_h{~IaD>FGA}VlB8hW??P-$VCtnzUl=Ua0$
zYk=>FU_xA^j>eUh-C`<7Q4{MEEokbpLS%5!br$QUzv6d!q`pOo{>NnMm2B`N7#;ak
z+A{^>P)>Dq2ldQ>U}D`GJkYhDBX~8;Th}cLSHhJGYAy*_!S3m5dl#6hZpZz0LZCPc
zJ+Qk*CM#K4gz0;n**kHc<=>^t+I)R>uaNi^5rQZ>ojfhd>vyQYY^@zWxXB5d+E3M-
z<yu*F1Qfr$DEW;Jn+)vFLB{dVNE!38KI=_s#&-4as<^7=9}P#%(TajawsIvBPLDXh
zwIp(-;O2hlIVF!m01PK{b+3Q<4CM(t9R_pbkp>0w8O=;|(qsz1*IS^$N{7@jhT8hn
zPBMhrhsf#?Gg#_W90j6Md^%jsef0nzhT{gsxeC)X5evAx5*$Tjj~hz6i}SR;7tuZT
z5Rt#$eC*H+vLIn4I}ozD869{8f_R9uRTKlj>Vs^~zZJKxdjbx0Y~j?435t!8D#r3h
z@Q=W7jPN~FP*Jc^By`zJqf~RiL9k?D@<$8`T%@(l!-RaY^xAd>iY3TY<@hR@I|`0{
z(~2GF>~*I}Vv0hCRHPqWq)UXk+KFP)d9y6SE~V%HFq+28+!ek#JQB>)HE5W5>!{kV
z>45H<x4<BG`jMC{W_a5*9X%h<8XNZKs(HjGh@YfbLV?maKth(syA3VlymNo9@O7~x
zbX`s?H_#aUpHSPO$c21`dO#7u3H|4D?prtsaD8_>8rD?_&AVwG*Geb|KG(G0h7@))
z5PO38Sc_#h%j~`Me8TIoZbK8F!RWP{$liPPC{B|CU#aFAl%Dw;j5tdS_Aug+A72#B
z%~}84BZutK1;M)R8kBHqW&ew9a?eQMTg?-Z0qc#^fTpg%BjxuZZ~z!JPr*z*q?@xD
zuB3yrG5EssIpzrf&<&S;FfAh<i)Qemo5<5thu-1Fi>VeE1kBp*m8X<SPnS$0D_W@V
zoQ{BXc`&ep+;VNFSPmM8lfBpEg96xV9EBRrK+5C8A7w?puKPWGka>~-MtP=eblvN*
zx!YVB8Jid8rooszLZAPdj8|={(S8)Ch9(D7OR-B6j0mqM4edkG7j$zv6aZX8xfQ<T
zlfETrynD5x?^$x$ZJwSiyjC*eGvLp1mk1xTda0!Dsq>$Gu#l$s8Yom(TOdv?+U8`r
zL|!jDEIUqe$vC1d`oQYRcOYFfrT8U$p%H3x>1JXRfn_Bt@W`-B^mcr#+otZI?Aw2v
z9`;|pn5d0S(a9W_{KF1zSMRb7_<hly4S0t93lw~ZsuwWoSxqUyH+iL0_F5zXtxe~g
zJLdGD9PvUrE#_1%6=@f!$C3u(&J26SAu+(1Y|a%ww-+DHrT{$tq`vZ-iM_{A!(o3T
z173F=3=A16xc>Drc}Tt%<VT!S5l}^<9>i@zVuzRiQdc9$M**#Xpm>Ffq_lz|Vu6my
z4G2$|gr>Nsj_}6Aa$?1|^xXN^DTnjtCj<HApp&K|gFx*ph+hL>z5v*FM(bq>2^eY<
z={RDHcpnv<WI*PBfO>FWs7aK9D$*C2v#8PbGkIsx)R}!FQdETgWiFJy09$gX2wC_Q
z@66m`Zae=#(H{TR!3;LO+}Ot>c-m%W?+3@YXB8D{G0&iI7qV<mQcSA1=WXu33+9K&
zCAOA1%@hSU7uk$%;41woD|0N$(5_gy7!?lS#?OfTCu}H)E&MP^I$nR4Lb=jdjo`iW
z*g)*)@-a`IREaJcF2+4M<sD^A3tl+wLuESFe5JdRdgEL7-o_RMwnZqggI3bI{T${e
zG@f%GRzL@xK+y=mu{ezKIAN8w&W2n0QP)BnVifQFyMGIKFRtzX`m(Yut}%IKzMg9l
zvQp*J;C8hlLg{`~EJ|r6Xfms)yA0%+wi{qau@3Wz)^=QXB(uYA&;j`x@OnlwPTsKd
z;C*}#zd92wS;S1`G>2EY9#feVo|Hvp!tZ3NqcY3>)ZQ$MVY(LehwcnJQoVx8@qd4J
zWw{7Hop&sFm5@Uci(DcA_*(VjF7&gElk)i@+9hGCK<!%2&umpLn~gF@t~>hBKefkb
z$4gizzttx(Cx6M?X2M^dw-X*-8KnP*9g%J!%VesHXG%$DC62Q_ZqJOiuIy2Ioul<C
zZ?^!4a9bWBz1xAdPsDd6pm;5y5V1o^GmsCuY_-SuU`qV-KhPN3h3)7gTvo<pWnMEY
z*49{<I`Xg?Z>gUpqX$rO?UqN23@*lLc^=3+eHhN(jz<&yM)TNAsjI;0(6#O`&&@se
z!-fW6ail49<>%ItO<NmE@F0_)@Okb2d<!)ku+hf;4|E$S2K)T8qPFw=^BJCPv^WpK
zLqJk%Znx6AdEi&Elh6U&OgX}XxxeqdYuk=<jQWQ>Z|HA+SbnvgsQIvIHA*K;uhHiT
zHED8AvW@4@-Inl|2Yzw5h!r{xb4~#Ow;X^2R^Q80HAe-+kKYh1Cw&rz&7lyUq*9Ze
zt1&u+XQD53FhY>K`c|Ld>IHA?SKxZPuCwhdb7p-k`h&vjSj>OF)te5wH{ACLU<p&%
zEmrgTG0L6BWRAyHtw1o5B5<zw#xan0%^KWwCq^kF&d+bWg)>c>WuF(s{k(bT)PmrA
zGRx|=YR@19u`Ou2TN$Kb(N}+}L1_yg2(%h!O&3|5HQff#aIl5GgtoK2ode(pXgy(i
ztgs6yQh5R!A$uYjX+YoNc=44ycF*BlI>W2#hXi{FS!yN0Xz0^1WUu9RN1Mi>)>fBR
zte+J?-|Z(8#a=3PHuu<Q!(fjgAU9M}ND&G-mt%uD6%~^oKhuU_!PxGC46@htGbI%C
zboFXmqq)V#yXM>mZgl{_&IbK+=JDa5xS=CLJP+UPCs{&ugH6}&BintpxyuHxMJ9`t
zG?Gm2WE%*y#ULUspgbRwN$|J0eP#=l@(wLVVFTg{!D+vjM${~8tG=hl&C}myyb3|`
z1r1B6Ko{O{N_|BDp{ZuyyMyt*y!{`>R<D4pJN2}3BeN}6`q0u|BgNK7d!=IG<ruJv
z(pi+ANL#lmVa2c6Dvl94$wlf-(KBq1k(bw$_Vbnu-J9)GhC(P`bOb`7gzK8E!)Qj!
z^sL`TX^yF2wFDr^@5troUYC}Z^$^^`R~R|U>n$!rK_DwoBHp`-Ol{B>h$(fh`24FJ
z642kJT^9*Kg+XuzHMWv@nEjgSi}7!9EecPtb$$^fHsFxB{>Ce1H};Akil-Y2*qh6;
zb|g#018;e1zPNC=>OwA3IAj3i#xofSr6UV(Ne)EY`;^`4xQ=0B)vd}b4);ssa2s9o
z4<sxOFWh=U(Y8D75qu!gbT_0^2IU6M8Wg>L&Y>ZUr|ikZy@xNXlRf<J^|~j2-RYY1
zIGDT+0aPvBH7_xwm0!UVtuM@kBLHL3o^G7%HcOh4*r*lQorMTW?@TYgLg0-6`^b{6
zriiV91;hlNJ(mhiZ`<b6;`t-69kV^ExXzI%ApJYGKcTPPkk%Fh$W<WhVJ`TjiILRd
zo2LVL-}nj$mL@=Cva+M_{L%;;XZlNNgpTQ{`e4vQ4NsAoB#ku@yn3g9yJcJ5a)YzB
z!(dor19@Mwa@6>m%S$wkqr6Q2h8e5V8%savYFfAk9k?+UXVSyM^LgKi<CJJltQGV%
zxaWJ|e}>?L5T{Vl9>E4+NkRjrj@ur0EquA<&Hgp!1_yYQ1GV0O_$(%iUw@IeL(wTR
z%|Lej!rCJfHPbukRUxe-p>%P8rT)h@P7vk`G-k}W9`w#OB4L{H^~zFF=CL0&Z$oZ?
z79$6p(#RGkSIiod*t@FU`DQMs{rL@m5MJcFLt5D(NopcNPYW<;_B3OkNSOuBKJD78
zzE5`VIuhu0XY)TOxa&qeH1?m6L<H?T{M4{hO*<64Y;Qnrx}YP8O3v0ik(0CS4k<5k
zv3*31k7*CLX>Tj`sc2aOQgmkbqNW`4Vo(D90$nBP3FJUa1HF&o1o<EWG;Z{(+Sj74
z=kh#Y*y1>weNc@YedWQZYhC+OI^14U-EwESsJz4CFCue*s3eLo3Pg6!XIuYg*4Jzo
zeb|Yvy&ZxOQqf8{OGh+5|G3G?YPPn&^wl8i^Idn|!ubr*i)koNz~jHL=jX9|z;xWx
zCgk^V!lX2?jGY}WZViJ^z5V3BH(zHR!Ls6@IAM{!V6{jBOWp1))+L13fMQoc197Zc
z4_N{kGexlOT)kax@d9RJ*xh67EwHKrU0Ox?UcdjXeMSp+RhMHu!>mbv5hN|@s>O(t
zipW#`m+yZ_P8z2Pbiw9k(2B!o*-cfazE`k&j&YRA_?GCEpHtUA=5>q#J>7u9UTdY@
z-}LmmN6*)0>yeS7uw^w{U6>8ydr$?z`<%S3yd@0G13BLWopTGN*QJ#jiNzPE;~b`K
z7rw7ujDw?B=%xFGVeN}47IW%;ZhfeeDj^w<c@aWXXpbDK*7Gqqu<xKGcrQ78bYR^Q
zLL5-dDvIo~@w$Wt8slq<b5@o9I=nM}M>``+|LH~*CTZx)*Y-#!@XTNh_mDzS^M1_a
zxo3$zh%<quso;eNtzi8rm|o%kKrd4#sKJB)KnSzxH~%4~r1AbXH^(8qI2C>8Qj7na
z*D1G~CmPnt@8;YQ3=!T$){&*O-v@@}*Q?PJzupLiXa1ogc(R3K{UMkrshGnRW)ZDG
zL{d?QqCeLmOf%Q`Oc~Hr0q-gKO(C|MEoBAxUrIAQ)>Epc+S{W`*n&^Ps&2Jy&mBJ1
zCl+sDC7mnnK|_P~X)<RP3Djr>*E#0YemiFR{^;PPkGZ#iwW9M^6lL96BR_Qa*NaOJ
zI*H=h(~$wZ$D>vlR}Ge%zcu32OxEvMLa6QoznV^D3v1g4<?Q{g^%?;-(e5X$zGE#)
znA#8F!++JJr2OV#%qLl2Z3PoMru4x$hz=f((EVa%bm)t07WR^+9xZ`lDI^3KDfJb2
zk~8^vz9{H99w>0d%81q#<mHuc+lH79V9)F3P^N9;>+pNz+X5AZ&>Tq4c#<K07TFe{
zKyGf0GmMbE6P0aP_^coianL7xL&efcJRzD{YT^1;S85692y=ec4}5c}{SjDCx#wk#
zNhW@uvM+lYcKCq)i%p6egwzBfqh}g}?)fCgFU}d?>2?2_vL2T*r-+hFMp`I8{!qhK
z?&AQW)YRowC7-Cj3LT<F|C;~}l>vMFOqA^ZKq5f5sp_N&J0Y^nGp?lJ35#@ZHXM>P
zB5+UwyZSva5J3G6ClB3!PmF2DanPmI7G+|&({2l}gy>7%bG>z&l&({EOZ;|ugcoF=
zny_vjf(Q;-YzAJSZ%5{a85~Ws`fR+&J>Pnh2pxn(0g(O3lgU3AkFO?JbNuL~n2tWm
zhp0xtByiAvO^had*2iIlC{a2%p*RuFsq{{Azir4rNbHgUBfo{#c*oh<eRZ)8f0cVT
z?VI{3thA<o8VCl?$(oq9v@4A-YSFEx4+mt|UM9S024<qT@aY3=xn!<SS(ZS>{Cz2v
z$}<tM0_!><SxG^~1=q`F{q9+D$L}crn1dj1hgWO|$GD-2LK5@zO$%K;H?%oioRyEU
zUv=fLdhgI&)8J3}MD_}u<?Zd|atyh5cX{?C)b;t#<4)xwipAyP!O=omBvVd(fZUIK
zfwerMl9rzilQ&FOU~BNk5lLOM#($y%;<RHh5sp#U<4JMtCcjD~fI~>}QYC|V;mfa8
z9bMtq+1e)^7nI%|##;reB8?(pqAPZiN?X<iw=OO4XKVCSH=Sq@Y!3kpvQUD|AIlKO
zTlXtCbnI+ITqt>9zd8@oUSF<tzX4&(gs-q~t(kv6(b(OIbH5yWhKfk2Izl`i@^xzk
znVPeZ?akvpbqSmT@tzBWh{_b_+7(4h?)8Tggoa35p|`j~iFV)p3E-u$Ljg(+^fI6e
z5?Tm2bs?(focy>D<(2=OXBJ*x$dcA6E2Z2t_Ty0weF-ViC2B+Hr*z1AuG4uvLWxH|
z?%kUX*pJ>FUT3sA`!<islmKN9*tKTzGI?wN%3YfaR_rF+UME<56aG{<R6^b9!Pxo7
zenYP^QT%{1cCF!n8bv{E+U_S}(lvLLHn9EJj<?=})*j?BQt#l~egL%!AdyJTZCiW8
zmk)=hNb>{5;OFm41q#J?q(~IC3l+Cz4*YnJ`D)yom4%fK>bV_~yzP$ur|G+r2V?s{
zkyRaY(XX)1LO+7d#k$}e*Te#AU*AZtQj;N@pBa>;f9~SlKh^vB(@6FR=!4j^$ZrWL
zJuoK$p7DbwLJ&zeBzWl&o$_H%VYy(UVb|{*vA=@bpn1*ta?g$LCsd81tnb>lCNA5}
zNaFTp-VVBo8;6M`6OlvLzb1V?4KiAF$Cxe(+emf=qkM>;TG(Db8ZCay*<RF2v0FbK
z&4JMo{pal1{L0#;G3o-m;q&(ChEh|42=83bc-+m)wCnwmX-kbNW1Cc?o_96$<v`)P
zma5|skSvykm*w?Kw2kG4gS)omUB5E)j>5);i}G>jn0r2KlyI60VXgO4vA0{A2Dv{u
zzZ;ybnuUzitsMr9uDRZ7o$CA5*R%dTymD^aQMX55nIvVl`$W&h*>MFZz8iJ?w*W($
z_fk9+f6FxvliM+ye;~;9l<sIvKaLYo>NKD8zkN=pC^46hhko_Q{?`VNA%FL~otSky
z4Svy1N^yb6oJTZ@1)H`$y;d>2kmDHp7HhA2uC?qU8VmUG1Uo8fE#PCIJGH21Zk7YL
z0rzB}2++SH^yXupY|2@Xu;QzXVzDz((kC)ich;a?^qd3hk2H_pjnuGF-?k}iV@va`
z>q<5|_eLFw00oxNuGs#X^mtsNAYlJLp`RK+Y@Fdra&MPd(}vEe&0^cFmv3Cm{VomN
zr6>o8i6yN+XbiO9=2=u7blSQ(9~?_{+*?u3X$juDt|*>u;q{0U-SNjyV=-`d^NsA$
zCIP@KmOR)K7zn=_QWO!yK&NmI^=`84lE3}afMMgGCk&SMgZWZ8BUx?bT}MAkHW5ME
zC)Iaf?DtR8NfCe-1xI=rtsmyox65tBGD!=ok$UAbx&aoAQA(?_&vdeKU#$yhe9?XZ
zC}BkbnyqMbSNJ9FvR82fAF4=rIQESD;YAbjhMjC)`fbj<xGx0dSrhN-yH~nNX~cO|
zu1u|SqP=`7ZSt_(1_0+Mqlf(FzqV)pI)9pYGB6kx%UT(<gve!z9A&?q-VGU1q?Y<A
z89hJLe*tf7@r}00fXIM93A#2~ZDHd!;uu($jd+`$UBKzK1jIV(r~}%J?&j;&Mq@q%
z1^25I{cuoJ{3FGNnVkcBTE{(9oK)P*8=NHm(KfF`ezwU~+gP_5|1PMwKt{Ye@=%z2
z{ZKDAV!vUyy^7*~pA5i#l)->ptJ9I1oeuC+-zqeNSib(wZ)ozSQg`RE`SXiL2EA)3
z@=&xEiFu3@Y_v1)lTDEQZ$E(-Q6m(8w?ryohVhy8v8eR`0PdFAt~L`D4yC{(Kw)&;
z8)UX$bDGlq_T=t`@#H{A#N7(*P)llH8#u=~`$>>f+nv=ZQ!*vv#{`TVXDo--SEc6^
zKDy(K1>iMpR(lQUQ!h6Ar5TID=HhmGaeZ42ZtG$<5>x<}<0*Vhe94MSe#q>~>Dxsn
z@XQYf-4W6tzDTD2oua5RQOcvn_H%wZg;+B2msOo(bo@*9PV*eUKhEwR>WsBwLvqq-
z&oaLuad8Gc+1d6*o7R|Z)s~EOu#@DwLw%8S<ROnx*@(G+T1;JmyxGOvT#k$ni`5W7
zeOeG74S#z8Cq4>!g`}mgH3*eDSad_YWWLCh4+QgR`FA!-yo`F$14c#2=|bdm&lu7n
z3q3>+AJ3S8;Z16EV`$6N^1&CiI&Z+Z<1Epk_*Pq)*Qw)8WBtM*<GyHtlM}R2P%lm2
z$y$(4`?bNtV=^^2g}{<;=z26jr@XDnqou8fByO2^m`_am`R0;sflUHP1uQBn?f>i{
z+qZD-U&;<h1937&Xrf0Kz;NKu%B|rL(9F6*FHp84!|UexbB4!E)ghR{1W0!X)7h|>
z$YyZct=lDZ>92dw<z~}~WGkxg@%sSO6oU*j)@>#_I{@syzv7?fXJ7@vx~EWg{3?AO
z#)|~V&J(8EP{p-B<mni1%JN%3hu?qU<7r^p$*7B!`4zh664P%6tfe39KkeSSu}VLW
zSzDR()P21*V*5JM%DPA_^<Gees_ny?C>Y?2J;sw@sB=IZtb&#++*(}Y#@jB9+E34$
z*^DwefZe9}K%<4STFe(4Kcw$DE$F;l?j=ATsEpXn9iElr6P&Q1gfwFEd_5$F4nh7q
zcvcbl>8seIL&{oou>>%WEl-{52#1!SrLwAS`qj2|C7@%9!Da4J!%XuBf#<6VXot40
zhWiW(PDPe=*G^0uam7b2AR}7+D!V^q0v#sRs2NX~SY+qHho1)z)c>UQk$=zLCC`%&
z5fjo5b{eEw91(|vM7EL?U=Q3j0+#!Tr1%<^scWNFeHswl=wh><K~Z$@sSe(L1V7&O
zfl|T$z3qWu?{n}@t?yy+vl|&ML9VZ~%J9XfsJhRK_GmuZ7aP)>d1bxtL>w2|{W|+X
z<f4_tI6Hkbrw+*N%)_pIs>6}P?=e3zuyjrwf#NFGc5{X!^_5+SO=<HA3;ONz)Yn20
z|3|h{^jV4ucn%a8l-1Ka_%-Vf#=PS?F*jfCf<Z{np6T4SDLC9<E}506o7qj>34s@3
z;5GTbFvUBUx6QDc7H~&yaZ0<@nLk61n?^4*O^6?<Svr4j$LO0M9d%Mj4bZB?24(90
zBtC#VZ)m<_Nq2u0KBpP#KhX)Er)3)xzlWL?{$6KC$16KKgvXS62GliMqdDQg_K?^-
z%eL-J*}ZaBw;-t279@Z05t%kF;$mFEIrGv-Bflc<t=)v2Q@KmCHYGDq?WX3vi5G){
zh@y2WJD@VI4gDc{idARn_}w1v60k#IF0HV|lT1kNc)cYVX(SCBXrwFj3*m{#5M2IM
zhmTMY_$=xV=~J;ZieE1N-bzPCX-~UqbEXx%8y%<p(be{UrSqeW2ilUo@5u$Z1_PSz
zUej3v#^~5L(QM64jDms@NpbAjr0r3)k91x)p(z@ajf@cAYivdb<P&QOe1->Ye=?pp
z=qq$=AHZ;n)k7V(;vRY+;y1PG%ERxp&hMoJ!el^)OnGO-bB1h2a1WooZYk1x)H|OK
z)d3elY4XuRRs!B;|6n<;KK}zfTVD@vQgCEX#J}b0wLO|sI@d=o%M8j4$I5Q~JZab|
znT+OZYy|j2JKpE#cw&TGj)=Gxpxi}tLt15qafLn&#brdI1wdTy&~gu-ivg|;9;Ywt
zs)Kv+J`=VBnvHi_mtGT>oTQh75hoH%rg7G7wx&lEq@`&xXkX@ll@lG=II-qb0zmBQ
zspE?U+XvNL^M0=}x@H-+F!(dYXtuG$J;@3tAQXb~Bx&O<Rc`eAY2Fy8KfWI>&}U^p
z?O8MdfTmF;TyZ{gBI-$1GeCBd@);W}senJ4y8=JkJZGLOE3KiGu4@=7ldEd(MB#7x
z=_?4K!nz)y%F%wD)OcA#ntpP4i-(P6&J(1Yc0_ItOdh1Wo2j}S^fSw8s1mxIGt3n#
zM7J<vrtp0LIK9N$wb6&-R1RcD^p5>0Z+N++ES%Ss8+J?%lbat1<IS$&lcF2TAZ8?e
z)`Tg*q`+4@+tVO*(mYK3cHQYT>zlGy#SYVC{aql^nm;O61s%LTy&da!9NNNA8_n-?
z6_lFIbkOX-^Ef~|TvjeVdTFx%=`9eba}Kx*2c212B>gqFvFcUDFtMhF{rYmRzPawe
z&DZ2d(h{q0v`wWwbNXNqDB<6H+^}=_9(I}G;AlxQHw6?^Xack7%Dc$XgYVChcADb8
zLq$aBphq2QA_8Mh)pH&FC<Sd5sN54E^F^JND(){EEcvBA++vx_X*?Ki@C$9uTRQUt
zYYucm?xAHqoDHWqnIIAbmn%x2(>|%Fa?#USh+x%$?x1UeUpijR`G&{xWZ%fi$s(R#
z$-%E1-BPkU&`&8cU5U|MV;wLSfD3dT=1Oinsb|)6Pnod3__#M{jD=@~Ghw|lS(!BP
z?QZG$m$3sa4B5SM+12+i-Bf8C7-6R{yvh-JUZ>nV&7yBCF0WW2j6v=vvuf8|;3OtM
zaXZv6PUr-#zrXcH>hfcS^TAp>_{cfbPWF)jQ#pF%!Tm2NS=KSEPlO=_@<mjnOMmC*
z4D!?ItIflWxEOdYi+W4Jdo}gSEiX>k9=ve>THKMT>yL@1ycL$=v#qtdJTy`1Fd4xj
zo~!W@dh#z$pU_DKJ(B~=x{GK>&Uxx$h1B#Mc9oR#^TwDQtyo8wCCwVtpfj4|$F=&D
zw_43`_)|BsE^8`wb`sY6-~4?JpO7{JF2pYd{U7LSfS><<-ujcTg_O*v5HU*=0yw2p
zHj8=ePH%tQbtb8UvG2TG_3;wxZ~R><<CoMe>`O%(-JkgHxkf4?YcQ_V`nE~e5)(w~
z&yF>#efo%L3Y01Fd4U!IQLmfSn;3yJqOxHfo)XzsTnYW&jrrvdALd7QIr_rO9M@kq
z+^bg5hOD|<#kscgB2W-l8%A)8+uFJFr?)ifDW)W(*|8{9O671O!70wFuWja}-<_Ps
z4=r))gG_jZ&Etq%Ah~9b>OdbZ`JN|cZN5g?k)j?t?cW_}04~Wvp_H@^S^c=O_0mKt
zdig#t#O<eAHWca-|Irg!d?Q8@2uj<OEQoHU)Hkl3rO=l<s<|$%@0myc6j)kY3t!^7
zeZTTDSO?)bWr)-|HF7<+`_WdaNrAkw>U=tJ0W2ctHK3lAJx-qt+Rpj+b7OUNz#zS2
zV*3w9?hWveDX(<U;HB<c9%}A^@+G`AKN5RoX_-x;5SjOLA%h8&gPRR4udB4)n)dis
zy_OR&@IAZ#PT3`-Iod7lF7lv{s@;y+h|6|xb#BqOS^>f!u-SDxdM{JIoqcu(@%tj^
z#LnUUCI&g=`8a(<D#Qf>Nvk<suJ&K>Ip`}o^k$|39VW&4O3S-zY`H!J&j1kKUhPWi
zwIQDysKR1^Vw2>O3sK%5OiK`qZk|<jii8MrCV4qz=l7oq1CW>8i`|)PO6_Xq!I59-
zvMebL6@|-qML8_G2D|M*W!Nl_I8&#sR=7gA43{**&s6LB#|uxK3xJ*zls|OtP)N4c
zoUhy$!l3eRcUk{`OmR!{{mRF>L|rs!37RMHutgr-VtI-+oO20K%h-0zu=8SKJI(-Z
zQW9;14cYhpQJ2zmgK$(!kM^u{G5Ta%sCJ8xMWjH{<s7wQwR`!o<vF4<fmaZo`WI>?
zqBf8L6SqPX{OBv&&f1IndLHfc%D*XJn)9W*<Lr|XHhnX{uXMkc>Qu+uN4POpCc#~c
z!B&Il-{ldinkP@1OAL9e_f81|oP|us55uM0f4p~Hij#JxW6I(f5<n6#(027_W1OwL
zZ#KbplBu10FpfIeKOhF3QXPcSMK9qZfL`~y*@A-d)3qX39T9UOJ?q*b+h5L`oH=^5
z7p*kd8^?~)UJFHQhSxI=NLG$}uE0U!-|K6wSJQH&C&k&PvSHvaI>`-zD(by*bp1bO
zpY)@D-%id)V62UP9;Jc*M8vquy@NJdt=6=+-`z*kAC;_I&rNlZnC!+{hPij1ONdPW
zq4`Z?=wFAw#5gJu1qBBf?o7rjwWb@GzYzU;`RFmBka5YU*|sB4nHm+Nx86z$agBAO
zO05*@#b)$otur8C??BIRtl-?q2Dsw0kziGNAWSyT2@pW%>S!KD>M<k1f5;m-vWT9t
z@Oda+<hbDmijJ{2)Q>W`^K9tO3Vp~yxvO;eaYOwX$}oFEa((L3m&PkHPAVYupws~M
zO#L(1eub5jn<uiQ>m2@`(Z{vi8|fc6z9QuRYCmQ?z${x)?O+;j`y3E`;Ik8_yO0y%
z_ZK0`-&<kJP)Xm$gr)MEfBT9cgCRVLI-4qY{^(-khFwJe2jc%e;+7?z`s6Wrj;C3D
zyXakD2?g9_c1HUzHCny9G8~!{zEB(mq!CniK+0yvSy<9F0OB%fL70d=A3@aE9cmKk
z6f&Wqt@7pcj^cFMp8IiFc_q>%^x(w8PI#o!dZEy-;+7}#3zp{S13_l^uZ?PQY^%3V
z9T(_#C*p9cEzG=MFNQ^><Z%$t$*7g|cQi;+NDo>#l|X8JYL->G-WfMOpC2IN!e{mj
zx{iDOX=x?AttH+ie{BB~(612#DCed_hHHuzTS_yiYWNDhZ43y)8?#e5N&91|-=cGl
zdy2Sp9zuLt`3@xX+Bdx;0!b5R;MEiErMWOMjEyq1Kc>xn)TI&EF*ZHV`WVx<oTuhH
z0gPsc&o~L7lr7&C|2Z<ST5Pr%v4wvxqi3Tb@ZHoMfmv`8Cv+V~h73pQ(DQp<b<DPC
z`wWpc8VXxqI{I+n-Oik;vbMcnYIPf;WYs3g2^nM*?a5j)xsAWg@3Y3uz1VaD3m$m9
zALR$@gb^Tf{xb>9*Whrg{4&o8R{ay(_FZoNfml@OXwkv&SAs%ANK<97_GUQE--u6}
z4imRcM5i+)COBl=eBWn*2oG@qA*<dld?X+fT#q08G&a12onfu6V!ec2ipQqQn9Um}
zT_^^f4U6xiI18r>-{tBa5eE}w=5<(TK354UO5XIi)2qqXUk@3GfZVeoH`I)bAKG5X
zw*+=AMc@nfD;;iJt!aU~Sh2U6!;_A-^~pzuKZt9n%a`xBI$}R_gyVg>^=CEOvaB6u
z?>HeU($frYch0#zxG60s!lO@hh|Owe!@Guwp=-;HQv@^<AR3%?YBB=<8Abjk2K{sG
z5%!^Tsg;46>CACm{z00HG*AINJ4ilrKY-G4wFFcYf||ifYz>04N3|Qpb`NNAnk&ng
zxce3{a2w#fP<=4y%bggmYxS=l_mq7B(n-t$VhiY!%-_do3a>hqr4^98Ka8yUj>wEa
z2%`Atpw?@JIdD=pnL}-*m^VHqPqR1J0Tkz!m|W!hN7qM8uvvShBbUY?ykBm|7rYMN
zNZZ;t_NRGW$MoaHZXjW2UF!PNf-m5mj6j2x;h<F>_nZRLP{vAM+ge-eDr;yX-?^i5
z2@u`kTAM~B&&m@P=z>j!-`sK9$z7szGxYc66{ZWO@_AR)&TX9Pnqh5>^NiDYw-yG*
z;QHS$@9oB{)q5MqhWP;DJo}um=~|p{Ss$n~_}qMKSQk?|K^rlXLrQddHzK<)o`vuW
zpLEn$rh*Ux5i(`>diFb2*ZwiBMsppM6}c8?de9soF&8&4CAM7Bmw&ZF<vv#WvXtry
zMJEm<hk>EbI*Y!~HAkG$S9bZhE@5QIlK~OWR{gm{{VqF&IoR+CWnf+as)A<!Dqsl!
zL>pbOr(1#_V|v>&w1aP(MEPQj_#$bDQ>#$Xt;&8!R(+D#eBbFV8Bv*x*Zy*(NugEa
zwz<Xt_7IS~kWtFSwi9Xluz<e}>%;T?t1QV2U-lAk2&Lg2V+2!1dZ$O6CcbIp^G$X%
z!erv=kB@Xw-w@WTkc_sK5k#ht(UrcwC4lEB#a7N?Uu8#65hsXf=E{6Kms1tv+cN*O
zHEZJn`Fo1U96*mGb_+#I0eL>pB+R6%6VBYvj%{xfe3`_*l*A*-T@>koT5K;DO}`u)
zBRNjk2cRudSLZpg8=R=v{3gxkSI?MNGkoom1cE&z2s$(32q9sY<fN!A@aHnJM#aOp
z??%&YVu|Txs1&`_^T?=P<$qVv9M|?SR()e0c1Vd(?-w&YMr7jp_Sa)B{K+xTg40&r
zjIlm^hx0$F_7Wtb@U))ZGqht>#`Sa1|Ac7Iw7E_k@dsAE4A^NGF%8UKXh-idmg>Oz
zcOTXYcRsgAvBcTvBI)1WdU%^rt6C!ji(E{XvXV;t&9d;(`-gO5SH3}&WglfF@-!0$
zJ~D|QjcphVEV^RdZ@Fy2?3g4CENfc%c!haBlI-&X#^i(54#`z!Q>^vJ!R_nh56yee
zeqKKEP%Dwpzi1#TjPlHo_PgbA|Au-)E=aO-uBa`^D00RRCL?<4i8&S3hGAF@+r~I6
zIE;<4R_EjNtE(wxCDE*K=HMT*21|jrA03?v3E`$LVshZmw&KZn9&ryTF~`q1m;0zx
zIT-Jnl-dp{yHi{WrzQfnDG{}ww%wT`J68M|+A&=^r=a|pt-Rv8vpwwRpO2o5Z2dRg
zy4bogCs2T58hGq@NG4Qtx%*E_pxy(Qi{+6e=EG`A{_c|%e5XBO7lRNCc>wo)mSWsz
zxD^FJp`m+~OS{f%KN!W2*?ye(g80;?vKQBUKFMDfd+cWU^M~P8Gn6<|tcbdm{ymK}
zh^F=Pys(YpKOerAS=+N`HWz61$p{*fn3(L89Vg|gEVtC}>Dgix7p9vNP637+pcNH|
zVZ;2ZF5P<Y*`W^VcFgjKALRv%mw7mGDM=VIF9XaZme=@p)HUWGMieXLY=3!BR22!4
z5tTiKKnMx#<1pb^o18jQmFtefZfncQ<mjd94z%tyy|lON0X4g6M}<?Fv7?U%Zss&d
zz5_a^5E<*FL4~bj|JqRL2bA1_o)?E-^!A9(6n}dFZ@JPE98ot4EUZ%IOJgjbAo*Y)
z_H@9Gb0OFB=gB{H6pPtL-ZUN9?J8Lpuy~BSAl^huiT`%UOftcNH|kDoSN>7^l1C2`
z`uM*hPIOEnkWJT5rbT2Uxi(X~9nP!!m3>S0*URejjX6(%&uBjvvdFhpirc+e?)b4#
z3vq~NAQ%ckcxIty(l*a-6+OF_q}lrP%A|zdT4(Q47x?_3)GC@K@0-(J*l{tOt?Tl_
zvA^_#U)k9_K<L#$>Qx+!3J`Jh&$V?*$UHJwZ~~mv*F8UXMig&KmoTzQz4=>F{chHW
zlwHw<u!pgjxp}8-^`ALPkd_^C#TBm@##(%F%(SyLPT^&?85_Mky&1h%1I$<lH|jbb
zW_ima9p_C;RB>uYpb9%eW+>0~WWsgYw$m*+RQh~|O0&KaXj0bgdl1UwGfnQO_Sz5Q
z-0y%;7r1=`Q_Rs)t<X<}XpS#%y6-Q-;Z%nf0^yAhyMrS%Cd<$7hvf2x4yb1u^hX_Y
zx$$G&k=X0?#op0NR%Jan*tV!xxw7`mI>DG8Pw`#@X4h+Pf9-dzRzz?y97VVSQ}<Eh
z+U4#>^jfENFEJY;F7-{J9B&D^MM<1<32TTt1`@kpd=;E4-<CYs7hc0Jope7ZlmF9P
zOUIG}@ZTs*ZFV@8@17iHFLt;R{Hz`nxD4Ce<e~}^edkH~s+LDsZV9xE*C$Y@NSdo-
zs5L_PP2lOLQkt>?q209vagP&(AI;gUoO*y)EY>Dd6zA3=R^^5P^`=WfyKnnL+V{8C
zEhcxjJg)2<wvh!4x~z+49XQRfF6z8K*`&{MhQOPCK<6za6wxE4XEIl#b8LU)%*XvR
zJmh?RB_@1A+wm4Nq8-5VQn@%dybS);r>tgfNA`KSc5HWJ{9OtVG`4nc8Z0L=5Zh;Q
z113UWmzY=-8cxxB4I6YqS`HbIAFBUyjN|$fu`WKVHI3e^TX8O?6CJ=bI#<Mv*k<6j
z@`@J@BeaY}o~<P&^hGitAdk48Y9?nEq{t_(5dD-}p>+R9-7cMZ()$5Z-6-$CUzgUV
z=^h6S+0obAYqBkrD}l&CJ$lSEmJ43y|4qFH!aa~FzfJ7yv612REcpx*pNZy~+m1{c
z8WdJA{pX5YkcdAZ0N}Y(pOf@vkheZ~!OD`gJ?z}#LLzUJwTqc|mjRg@Wn8oA@V7;!
znuyik)?q0|dl4rM#jn6*uy->4lc(__A{V#X>*QOyR1j<ARgJCf?RSaDvpQRe*aV~d
zdQWy723FcTKCR}pP|*?fx-T830r1AfcBP|66H)!^P5i*1j08eGo!YDuU2G|qpw_gx
z`=_HMep$mjIgi{|{`Jr^qd<a;Y)wdU&Pbvyy4aIc{TB`7`qjoj(G49lOI&k$%qn`#
zf>vN{u`uO&4Ky7XL_Adlkr6PF=voX<T*!A(s7<vz7u3J|EKKkpLbqzCm@&A#6Aw9R
z1nKk9dt9toRGdnkzCT~HVzY~`47CD!u<RqYSEF@`wCc!xZUrG%?$!_yAX>Iou1(h(
z^3B>@M3D|s)?Ff<$frH9z$^Uv1fsY=Jmz?+gy#L`kWbl5O95f%fdQgl&BhgtO)@ZN
z*z6Udl{4J53;iDTVN4%egL6>q<KuGBz2?IaCw07~(r)9Y^$M=};X5x<yB1+xGX8;9
zvKrbR4D+H5>d;2OaC?ED3$?+o*J^Zz(F!QDl$Y7jb$?ox;yoK)g5=kY0ik-LoV29I
zKIa#*z~_f8;p>93n%I@B8|i4-G&}TF{!X2YtMM|ZRH)0)zz{N@vfeQp$u{=^oao2m
z3V>(&FD)t*t?=jV>Rj9l+j;W-c=C4QAPAX&+IL4G_E21nBK>QMZ{$xiGC?Y6AWR@w
zeegG^->9T6&BYeTYCppX4R)-yy>Hg7IL*Y;;eg!s(DtHrC?)hIJnxVE!Rfu`Nj}pR
zQc*O=3KkP5yZ@zABXVHFz_1Ii<;LhT8sJ-vFxoXI{tuKjytM>ZSWNTpMK1%JQtkoA
zFFw^`E3_r>t@$NKdlPF--V6=Zk*9Rfrm6osCEFUGyoQ3KXKoswEbNPdy1rUpRDb$_
zRQM68y5l2THQ(O2U%b*XogcpHL1l1Txl$#==6VF<rtJMYNb}UVw59gBhj#Abd2+f(
zz=4tnC+u5%MEqz*7R`G=9Ds_HrVK*J2#TNN8A9bNw-nm~!(M(Kb_D%09!Nq5|B@Nu
zj$SwtZ|m2ZplvA(Vn|Hb1r11H)cbD6-k$rsXb9%9G=XH4iM!XXIU)1Xfshj7r^2gM
zjT)`lSmp{R+IR5YW(U%3)31GXw?*+2y4<O&(I3qNmpwj-|CsP2wo}s$qZQK9_Iugq
zX|286kNkY0yQgFdmpc=N&h*M25G2%qb`Z7GB|j)jq=gOarvi4v8z*4?=Qg-1JIc4<
ztMy7k>&?<%KeQXg0X@sNj}UbA^`JA7=i8c_>KaBGg_VZwnyq(Ao}aZ>LlKK^&;h;8
zs^G1+-bCx2)wLamh_%sI*g7t5qpiF-!cR_4!nC)ub3mQoKR!2lSnygTot2O!j*@Ce
z9XF(*;>E+NI0Y>^q=159f0o(udha^5ow5M<4gu${^DSK1`OyqwL-|1X!34<jQ<QF8
z)LgRR$82ii%@-nc*-Sn|kf$s-6C&9TD_xyhqf+Q~l*XZn2^Ut&Kfv(@ct8a#N!bst
z5i!tvMWAIBxG>x)qN=gO+WjAGUg^5pJ@Y{RC1ivOFVL?o%Kazyh2H)DfryU*x}RMd
zR#Mk6ZSKk*KFB97_)<*35+8XIVllVNysm<zx1n-N2X*liSBFj~h#o(CHBbYUA{_!W
zdBl_t2&;SmWV|^oK$P@Y-<q~pe}FPz=`2|dSBcElRT{nT(d5*Cpa6Pg*@JeGT|5n$
z`{SEV<L$w`o~!0rnMUV^%S8#6Axzr+k<p?lS7bRez}&gL!K=QKVn$Y8iQ`-+J<f@?
zYp?XSh>)~TeXUme4nGrUA`$H&sqMC_<589JpYWSvQ9o1`0wo#ma?>3p6td`d>z2#^
zK*P3-MkcO6?xO?dZY&kJ$2*Km_5#Qo0sf|Zx*gvvh07&^2<~I(tLC!4b+NO_hs4UR
z@=bA@*peIz%-aPYpsYKmz^W4S()mcYvlNr#NMts<%jJlj(QfJyqku=7R(S#q^`}^0
zzw_r}=qKt!E}50jB=8yW>}~RMx9L+J%=QgZnd8JRX{+N#RRfj@ysUZq@89D*p*zk<
ztJf;cD<eCj(VLNk_a}P<UQg9bUluw9ex|RwwvF<q6(OQ{7nIMeqgw;!u|9e)miowm
z@_!IGBkr|h9@Cm@&qD>O&o7=T)A0~GE#;1!ysu<+RRg;f91N3ePlar<-&&e3PxtSJ
z?>SDjZj|{b#N{(PXuzVw)_xUsZ0Wu7(ZfWE={8!eWC`vUDF;DIwq~Acp=BuR)PNR)
z5GU5V@<rEr`D&EkRIYP5?g2QKIgV_9;xc*duSE@D<x|`llo$RN&ySYymQTV6vYAlc
z<NPbb0Wzakf1@tH5;y8}%cE`|5V9dZw37feu6VQgTg7SMrd9;BkSboNrXhgTn)sCT
z;ftt~W`{nGci};UP9EVzNvr>agw$^@U*4X;%*nUD2<zcZFonW)-HVzCH$t3P{x(+d
zW!4f<(lOaLm@7vL2p{`Pn{0OBTH0D(_8rnle<674G7ko8n6qxAref@3<a2$vTaGut
zM%2x$CbnuWh;Ri9l|Iy!>b+zWy%w_<g>E$uZOCp3_f&6l$zYGdbGU_j6zVQoq0Ur{
zUiD^@?!6t7Bql1G;nEFTw(SmDUN4KtgSQzOf*3QKfjnJ!y$8d9f5Glk_AZh*v`?s?
zwp>{)tvX$uQTwX+>UC}hk;~uH`}-IZ@h|q&k-8FZm<T@FgWh~lJMLbeI{P0!vc%p!
zN;F}cZ16?_L6<=qf}-6;t8tAfey+gQ0U5-w@>pIgQO5d}r20DGVt=iLJoR~VF?gsK
zcQ0eA$NWTB?_gQ{8yeC`VJK_^yreI@YP0gqJnVSBD#7!yrg^ZTGlhRI9C7fiu+6>N
zt(M{AQYhBH+(3E+C)jK}u6{g9k@)YTgVq=em|%mstwkYXCjGC-KSWTzgO<skU`u~O
zSl(3nx0u{lmkLWJylzJ!`t-c)^XK;>YL^N*r-Oq~ZlqG>D$~9@WtHuXwj}G7gZ6XA
z@Hoi`O!s#m{q7Aeb}#qrko~J!yDIOHXG=r@z!)pKG#(?4krMO9)TJ~&k-qQu;`!+W
z=usXRcNuB5Srl!PUGjYNGg>iVzAR4pG`n)C^$xQ_VtN*^k{I<Dr-nK93Iy8sD?F<E
zQh6Nw$jW6LFD$drrCTWpKkY+O6f>`KQkPfZ6MY&f(%X5DAQbsOkPrF{+@@+OJ%GMK
zW;ch%Z^u2Vs$<We`NfrxLihbxzE&(S-5=&ZOtCop@%d05|ISsnQ<u)A6Q1a%1VRk|
z&(XQ~Gx@)Nd?GrCN(VBBK9q7kggHmw9E(&aXE`P3IUh%&)66M^nND)HavFw_vLS?6
zHgjlWPIDMDbJ*v1e}4bK9^1Y9zTemNx?b1wbthhP<BX(K9=9JzhFRJB;uYEW(kt9+
zFwtKAj07!cNR0kZ9s2qAQU3`?n;OgrrCn=JW!6c%6l{MX>Rvn!*ru-SXmzgGj;o3x
z=^XJ9-c;Z3Hd05PdK!j7daXmXLtPqB`s;mD=G&;Vt$7!bR<QVUCZ@x~BD^JG-&m0H
zj(>KC^9TFw*<+>bs35JlMTY7!*Y!sNFoz)~z}JL#T-o16O55v1$7U~n>X{Ks0;kT<
z0NODh+C9uM@ybqCg^Ssxj5I~u?D<iey(#mva2%vlG~4aXNm1(D@sfO<>I8&VopaV5
zM<qAd|91WAMx!ED(Y5XiSj+e+RAs-LL3~jw1(T0{{M@+kOj}1|9WL{H_HfxD^9N1W
z-G%Pc%J<t9WNxlc_-Y)vVDeq!>(gjR&~@Hoj)abYKsj$~-Z9&#Vp9^v#t20U{21He
z6Jm4C1_)?cuH45ex9e|Ro!qJP*L#i_zY+P)`?I@A^RZI%Ngci@897<O8O<jH@9@kl
zvHn1XlKiNf5b3Dn8AI>qTRl_Dyw9L_xAu4a6GVm;LfaDTSAZ>!1f2L{&ChY7ri6)x
zpX^DFGS<shOlTnKI8?1SJctqt7jfa!Rr&eQ<okW9qRHmyiJi?sUEi;ot);?s*hIhh
z)veel(h6;tl~_ldn**M~_4e_}`e>K2<Od+}`UV|+e$XMP`Z4-6?>hR1l_tsbn`&uv
zMsBBc9#tA%dwo#HFt<8RZj<HsFupdoqc1Y>lY5mVVDmxms8j`&q@JJi8I#4Nk%m15
z+Zul?ihp@!8Y4?<0^PCb>KyVEs*p^%KnVPsEvg}J7Ix~}&#o`;u7I*yY~)16#A<a6
zkZ0FwJ6;p}_S#npzb@I9mx}k<1M0ESR6h{5HQx3J<$R&q0ruoEHBi3qvax$o`qzfq
zLzhRfsgQm(f-GI+{?2oc(nY^Aza~ZR&H^;ONJT+V<J!B7w<*Qdv0+0$Exui&Z94`Y
zL`H57FAj%ACHNF?<+Bd_*lzt30c}>ZQqMX>hPR{y9qXg(7ECp(`r!eGpAU!v9F;x+
zkcUkLy12prB`xDlTW+b}*;5WGX_J#-&0F5~RKp2^&PX`25eg%s-F9?UQcqS%)Eu}m
zIg85`YpyB>?=%T(wIY^n;pBdZ%oF7he$e**amhB%A5PA%O;T;`g3*%vla3m7>X9>W
ziSO&3X?&;JKorgaGB%K{u(Z;#hV593kUI;YLtys9;#0C4rSumnmkU|H2V_eN-mdn_
z@*vkOq{F7)QD4ngH=fD4pI%$`z=J@Mxg6gJ8M1CapBVx*YCD9il%IxCh$DUMwf3oo
z(i#%Cf!kqryYdOi8yRBe+Z6Y#-`OUEQfnGniOl{O(ywi#I&-DB)c=!3f~pe?b(@?v
zM)OT4e}(h(*q|Mis@#a)z#Zg2-5d*yI*F|CCx6_o=hcfx1UDY(>zHjYh3W`YK#s#_
zypX>Cv@92!Ok1Vf&Jz^cw0~N3@+IkRWOcF`IVP`n@=8kFjNGzWZJVFbzz3GWmd)m!
z&JDy|x!Et$GZv7Tn37TED(|9H(%W3{^3KVW=Ael`)TEHuAQ@c1SaUlLjoZbJme-aH
zaZdn{m2W*t^Ut>jW=t>q(*-p<p7b54P%A{2kyOwjjR+-2E4?z4AGv8G)#l)^r=fUd
z9Y&WdQ^Cz=3u8wfNMN*gME>q31G9n}K$yTfDZGxE)r(U|yKzn10((MMu}E9e=BKc2
z5>7>oAQ2@5%q|_<v;W#%wwWr<MyN;2rim^OiHY%fz8i2#T?J^PM$etLmm?ZmigSFF
zE7#ClxLE)jzuH^#Mn7`x%tt@UKPUOsdLQZB>(P-*6)2aDNg^sM(KH0SBJSc(#{;xw
zo<UV$uSI5ld8*2O5>4Mp*o*MD^7r4XBHi#7R|2r}L2LA-Qxz@~#dh^inL+<kJd+j#
zSqOt~fkGRyI`Myxmmp6<t&~sQhiV^EL%fxffCSJFrApf8xP<R>57wGmpCE(c9xp~6
z`0Xmxl46Q4{rnM3dh|(ft>;K*UlU|8CDV-O#Y(qkiLX*m1>H(8FuZBTMn?FJaFNcw
z5S93zD)!;{gR-hodSot(Y!1Lb72}B`)Blz1Cn_+W;qLYifPV}m>9GWw$><Ctg4cNt
zy(+2ydSb9gx|OFS&loP8@F{snc5l`=4j9B6=9ArS`s+nu>wb5Hvw)sWYp;axF$OyR
z@V=YUMphSih6iED7Rcj0oB?8`amUtvE6N`IXiC|vkU#%Le^0enPIN{6z8|(!MFG%O
zFr2Ee7_4&T_T1+Zz?%cx*S_6C?&qBI{a^Rx(S{IfbLwMiO7afs`-P|G-lJn94}Km}
zh3eOx%&ydNi$8@a-)lR8&1S!AFSA1r%5S?`6_6`4oIcU5QNTV@B71Tv<2$)0;}Ds>
zaboaiSo<3wI%LV%z+mIIZ(6qTg)=^XDx=Q%4DkZ&d|0Hp#~R91ybR?$cz2k^9M=Z=
zX6GkLthzw*lxkCjQs9BgFznXWZN0yx$jraYs}}>@Gqo?Pns<SH`6S!bV;zbDk5Qpl
zyk(#>Io(E6U^wa?0`7!xP`iL>2;412tIUuSNVsongqCwSV(=!0y0}Qn|50UB?14c=
z`b-X77KyZepr%islQ6rRAf*2d(wBP^q!U;WMb&#%YZecoF%1);)(_HsFXz_8CBEb;
z`Hzp(&!@j#tZ`sX@9ypTRfN`Pp{o-<&&j}>etpv<5KaspSu)n?l!`d0QgaHASEzh;
zhkwTM>LAb7#Wb_eT6@TZ8tUMl+bE^IHT+F=10#Iyb`K{m_#m-Kuj;l%AoWzo3_#YD
z-I9kw&2>m&_;o}Z{k%o<WL1a3q}L2hRWVv@$lJAmSClX7)mYDn-)e2gT2x};k48Dt
zwqu#48xg3Mx<)%j8m}tNZr*>UXQ4OLm$>JZMTVmQIa{a<`6oy!^k2|pIIC+$FcgVa
zVu!KK#r+E@h09Fb)V3{5i?T9^@;3sA5N>&t1b*W8qBcVO`2PTkLytqoXHy%Ae55Dh
zAMyA9z|Wfo@ju{KG@sGBKJ*i|21f>I!ry%;nc_OYVjWy7DdM{A4ZzmMf#HFTx&OS6
zA`eOZjHf6;Ka`w<w{GM45vJ=}8{`Oa{NJW5y}55SAa@ae-9TO4g8ysyWbnC0w-O4*
zYQOOIg9+>9RlrjI#QEoNT_x?@jF!4aR*ykwi3j5GA34rjPZ?f`I-Xv>2r!G=(84KE
zVbSM{oA!Z;=4;^i{q>_z3X&h4_6wpS4hA8&`DUo-N2W3V)DHM>L$&#sy-P<-#6bWE
zpmvy;Uga3(QZ=EyIW^7gXU1yAiMGZDPw%o=D~+RW4KVMujKai}bp&(R!D{_r{I%dw
zl?mFt$R+HEQ-wg_$l1d!auCUXL1(A^GfEekjm?zk4N*fc?{8l&?SPX^FkkRZH<beN
z@*A-=4Ek6pamXxwG8nepPY>P+BO1!ZJ4<R4m1lpepd(HkvxxtC2ChGnqSV6cCBSjW
zg7Z#F8oFRMs5h=YT@_(|$@uBnoR!t1)2r_lO5_8X8puOmxh^-6VjfNy7RmW8u`Q?K
zF&*9e_j_liMTZWTF5*Ug@5xuEH`z@-U<9C~jBGQt=-F*0FB)@dmeQf66Y*bOPtTE#
z^x{q8J6aaZjD84>`}x6CP*Z+}gVstB4mB_|c9%mQ>Ug@OhmBqpQN%WLm%*TrSofrM
zW8UP><)6{ITZ{-f8ehow)A!$9jL|QC=jB^Fo2g49w@;-5Y~kshbH%}Z**5nvRz>~&
zyBw~bgkYwqX9P)W#pv6aaJ-D%PV!7j3PwQg@}Fntj)lIFFB7sBzUBP|3Zb?l%;hb>
zZys&c5my0)bBW~yUA|0I9{Ml)*)4R9@wZ>H&P9J`uSLk528RlOJP}ErwF<A?gxmo2
zOfhZJ_fn5}Cj*63r{aukU4`pEte{~I^j-4jrl#lU0S8}UV4fiK^tSKq*335IXl~%-
z={_Er+A~y9*$u?=uZO<CX2pLCAJPQ4A=!dq7%<IuEkdj(Z1HAA`+dwNFrH>lyJ&f}
zjB{;<0Kaop_;O1`wO@Tuzqv+6yKFj2=sE!5^2^8k_LVsiuUW1UUm-OxY5rD+Ai?#_
zd~91PQM!o!$cc0ykvN#UXeN;FGaq19vAEIOET2Xx{-%$tAjl;DrlSltvM^_&gZ9Lj
z9~XrC`mDuSI!cQuQ!{-W#c3)J)lu@9O|<?nUs;PZssUnKJ_q!|N;`gek<18q0a22G
zfY^*mnO>`>yxQPPSPx<Nf~s?1W)Pnzs)f$S6_Xe+qEuZ{ax3v2wK34b{jGnqY_Tr^
zL*x1fN%@zHY?!0-clM$J)1eLueOZW*`&2nuhz?cLY)|0Mq(iSuCldWu4VgToAC@s>
zWOubYcL>$*z<z?B!}Xh09=}h{-<<|1+;ND5@6Q5^qNQ^0WP_wv_okj@bjHqq$hpy$
z6>{;;kv=9igU});r_*&0m0~!L+5U?4o0>|*rH|FL{|f>KI&j=r2Qde1Stf%<A2J?B
z{OSfJg=i4L2=hha8JPQ$yy%N<i67r+!q}Xg1yjQ|DQn>;IaY<h0O}xaB4M}2boSmS
zDPUfK-bpAvhsr;Z(QrewR~)ha4w*_z!Qc498mckVN{wr~nsLbjRL?VLYBM{8=>sgM
z%5_%MJra|-%670H|GOQuJr@bsZyd`uNAI~F36?a<x4(MKGu$u4<Xx{QpD)N$OpHM;
zeD6EkLW#2MIn`yy8!FA10fi0cZ{V$O->Nj-N4U7z;CFE)_a2WT^S^Qb1udgLzh1?i
zJ^1;g;-F!#_-W333m&LYlSJ?mJVTagM#nx11!?qUe^c!SA+E3ea)*0)!gKq!x2C@4
zZvP9C<udNX>6Y{#_~C};-Ur6tt0KRXaoS{pydo!s?nf-aUT$XGjr}qpwR5xJi~Y>W
zPSwe_urGq!3)KBhlZqRyn6le$H)&hURXIz{{av6)F&gS$8_U2u(q0YbZy1j8Whh09
zn*&$Que}+6ix-f`kMx;8u!#OSa^k0>${kS@4qy+Jm>6(eM~e3kbb%j}=hTsRb+nf4
zmcbe$bHVNY8@vxK?)U0zt4e<9J$*Tv)8e{A$$-X<sqC1^GzSjEj))1(bV?eAX#A!j
zF@Hf~glln@Cl-BS{Zal(4)ct-Rd6mFMsyoXV6gP`q+U9DcexoVR3-FTsUGQjkg5-d
z9tDgd9qk$@wRqjy^8Ogf(art7Bl^l=3{=aYDis59h3BH%xpW+CN2Pa?%qD#XA_?6-
zx7z?1)Mt3J$HS>)(49=Jt2$jhJiW^}gsOGSpuzw^06$lF`-So--)4(pfSTRnG&t6s
zUMplnv7p>$<7VS_T^2_u+1KVP8);n3fl<wnead&o|G^`t&Y4VjTZq8dBas<v(p^+(
zUrpNUSur2x*YG5*p|`<95b1NrhwPSO7GetrOp8}beRuo<?>6-Z+nuK%Sa}F3U}m~C
z<Xb<cNGB!!IhisJVTbf1_*Z6%Cqc$|nXem!c)2U2#NTBhchBB|dtD{>vVwnyi~WG&
zIW-;qL9fx?5wsdi>);bC#P0x>&+?q;nDF`fR7KW@)bf*0P)om4$e6w<!)s7Ar0D1r
z?P=ldltyR6k?wE6Da4D+gb?8qg|tvxZ17E3>p&E#H>OHOk5$F8=c0EWa?Rpfzgy$k
zG#$RV8~g&&B3)wAtQlz4V6?s&`7b#eB+B<vHJT)vf|m<2_81g4;P=?n_5l)1xJ9LP
z!8fdJy7w77jO8gt@oYzG$mwPO)o%=YySoB?*YTc1{eQM}jzKPWkoqMZeiDZIj)!!f
zHa#kH(dg_l;qs?BY+frMM{Y-MVY0yOC9JZoj^!s&IZIlbm%qoDhfAyU-4{W^-FbTk
zKkD#io@;)q`SN>cm6TfZpp(ulR7eA5vAA?(@VcBrQz5#Q-F~3!hc-35Uz}e;58m9e
zX_@GF&ujjmE&WV#9XZWhjt{sN=u2NSq2`)+Sir5fdTF7Vcrn>9l+i>_D6yO?F{r;-
zM&F%g`6mPitKPA(S;p)OV;d1I=yT3#kMKvp&uxd?4P8IVNpv35y;^J6`0$YWnqE`$
zDR>b6x^6@t)j(Geobtbz54jk746Dq#$O#)IWVL+Y4|Hp|j|+&G5yH*T5Zb){wqBGc
z+ND`PEQcs7s6|ZgPW3zU87g+4H+}zf$PM4n-KWB!{T6xT*Vd*y*rm;te9F?q$~0iy
zz{Z9%%_&YJGeN#N^{{hudQd1-H-(&yUr;q|3|3E?_sxCv<>sHtqsJ&mhYSno{=NoP
z#XqXT50rv1dj^U^C9vhP{#{}doy>cAlJI>4oA_VCr`jKS4uaB>!8p-}{nHBfI{p2u
zEWKj2+Q8;f)X67Bp|0EH4pi%OrDF%%#RYHUwhX+!hpZ6?;ku@6iW3hl>;vkx_@VqU
zy_4FWXb9*)r?izT9V&D3RuWW?j^I#}jHiU-FWfDR`hRr98kR(!eix@_0Q8>cC&PVa
zn)|P~L$>S;|ICDycp%|EEd{k%Z<3PhAg&NTRXecc+dF#kJ6(g;QLy8QZn0Kd_KOkk
z<Rcq#=w&qLaX2G>&%#IctD+THq*FhO2oc*i_&ShK5kLND17-8`I`0~9&XS?eU_z3S
zsv>8yc(sVQg`4w_M<KfJZw)hmHhg!l-Ntk0d~n&a+v%;>N)IQfie9PLW%bLSKSFhe
zBDciN+!YkI1AonLnEgnX?V0^&)DEp|V)^&xO_CP9*1}uh>#>Pmh=2x8u{3zc-)(*Q
z^MPQg_!HpQ!O)8(KK@Smk#==Az))dl!T67R739%BYBj3qZ<`F)6+IaZTGncaf*V^w
zhORL_oa_!@Sq^v}RDi}Q_`Jl~d{)`MPIg_Yuhd1_)yYG&a}XJQPZ^5wg1PMdBRvuy
zLtL8q4(TS{IP?i&ZIc+8G_e$;O!k90B^K61#zieQVPHT%xIX=qqEWnY=KKEIUU$0}
zUd#jkp0?E^1PCcl1tl-p@9EPRc{U}|O*dwA0ycYRV|_c+dQXYzVcKz*BIepl!)rQT
zhqG)uiUAkNzaX2%5~Zb|O|7{rCm~GFtYJ&!iT8uT*0DkptW{x!YuQfD>bK8i>6%+r
zCsml33&zq*iuexe!x~c-drEWH>h`NyiFqW_gZYp+OcfU=2VDPqu~v*~yMpVS!SQe9
z1ih~)q-27+MhbzxBD;5UtN|1dgSsXv?Oyy!SI`$#HrFLKn<k~%5SK9JM)cWo%*X-?
ztlLqGQ*@JHuN?W2AWp2d9#jn(DN3NO5Av%OE<ALxI4<jjm$@o?R{RV922o5la%f=a
zMjq!wOX()J0prxpN{m7{0aOT}{B&sgM0yd;^*ej#X?F-GaZwKB4vWiT{jHxHUs=6)
zNY5d)-&aAylTXey@vdM2brf?3$q6cA5sA#P4z`0si?ssqb@odJ55!e^BR`4EdwCC?
z$b-mIQ;75W2)dN>gVphX3`j-%RlNkuWR~cam_-!N+|5mk)xGIeCWmVnWi2tyI&i5i
zjM8!p+#6C%VkqHKP-=|*<}I*CLQCYT-$zpqxED36IpeJ--#OAz#$u*a`!+jjAAo6L
zY%Z@#4gk6z7rnsxH5ns?Jozzlv}IjKFGiw%f5;&EyY8DOiT3Fwky<?uB(bj${L!6@
z!2ct{{-7!1$OuA=17|K^0B^_J-~cigC(+8puXO2$SiW8zx$e*4=r7tVR`Q4;UNe}=
zxfk-7$SZDrY*qZZM2o)QRT*9#l6Y}r&IC6<HU^E0RPmGovgKl9wU^J%zYM<CV{umE
zwJ(i88SK&b3?1Y-mazBtGj}4D$EPLzLAmnxlNK^hqd^CQJ90?R_B}t@>_`m2dpN;)
zIqU*M?--n~#M~|JKr}_GB_ACcP*7V=(~*M^Xd9!Vv@l00(j5gJdUf<&)vu?Lj#9x|
zJXAnE5gin;V*u+?UBFL@;5bVhzP!b4fMrlfOYA`>r{)QZ+aHt8oV1+D)(OZ-ujc1j
zz0SG$_=NSPo}m426H_(fPu2Mo-33CrF?XXotG2V3@>$EH1B-02z5l|p);fygV!;Ok
z2(&D&<%QV=knqn>XbFxikUF$vQn7S6Si)VRpxN(b=ikeB@Sw0HA<>fw#xmtKAKmgz
z^Okm_Sg@$XCZAxTX&@T$;9-hn$=?$MzFEtYUGc+Ay6B7$QqlmSfr^4P$$072dj4;+
zEX*ubsTujyMj93SFX;HGCAnp#vJbd2AQ)%)L3Hq%(Xv}V(}hK&t#i?`ara~T?t9or
z%$x)O7&iG*>rz2+roXFc1P#+Zyqwl*T;LX+C%?o*K#Y3xbtP$7C1;d42Q#GfMqi^$
z0%tI5aTI+@GQZlX`X%`MvGlA|J?$&K;$M+0i3GfD@&xR$Bi7?Vun(o7yeGt5FGN_c
zK4Uw<vas}ZW!_hyMJKq~BKC)N>-T`dT&Cpt-3>*4RnNl5RF0*-CG<Lk#sUk$T#ais
zt4!N!`en`No>zwYEccMRzQnPw$hlXrC&zak0sATELV|7CM!TWovOmlv_JjZHc9SJa
z>L)cvBq}JhIdVot5=ke%N{(>%oVfIDlc~<}?h1Z$5-NP%Z~=cuNLcfAm46HHSctQR
zT}c=A&VR5027_+vb9-^vTuzYwOT^!!b~11z@F<m-=$2TPYc`W^O8E`4ztwg>RV!{6
zfEcv5vh%gLm!fvp0*hHhu9VqIF@Ow04=#UI`@JUi;_*dw$sd2{NRd9M25T9`GL^Wi
zBV(5xp}?G}Oas>no!KBvCam)xoxG~!Rzu#5-QHJW{wlL11A#-W`A+uD^2cr*ji(<Z
z>g}Q3-sEJFndpOx<3UD`3HamB^&@)m?_}M>XSPJo4;an;w|K6SUy5JJWdR#zM)tf9
z#;4c(GF$25Bs#Agkd;1E7F21N)$~4~CMBerI>$+(loVAEqyZb1C@pmGydif9Gw_5#
zCt|#RS>^&q0?}=NvlvA4NBdvr*S(E{E-8;ec{ufO;ef~?$NGc!L4yLM%e-L;v|h-g
zBYTtXk;{Dt$F?Ucn)0ce`%?#url;E~Rr_rvi(IEg6TNgt|0K+XcvY>)Ri{+hQyBsD
z9K2DyPYrORh&pNHyPhrZboTWRqC$F?3B7WX?;IMe09Fl}($2!6XFY85dbw_M2M=A8
zbLpew9OwdAYaWCRl&;^*l@7%Upcurt3fkDa&Evt+L6bkvUKc=^$$AOtx+jHY4a?VA
znfWIc9Z(*Y)xQRA8sOkd*vpk!KR_xzbQh0Z)uCXLQRet~lvd84uzLrsvVV@;%t<tp
z7ScL&L}!tCV9*B#Mp?{F;J6h6d|>4MP<d5HVBy^*k?}ksf3@NHyib?6+Z!Yt?iGs6
zLHy`CRG9y@f&da>=0)M<%B-IY{0ov;WP&_Nei6hi#%|Q&d)MA@ZYyw7mShgqDZZZj
z^6g9a2dW%WJII`rh>ac+cMS#v_m;*Zd$cq1{AZAnGBSVO_JA&zG}d#mWI%jK8KDE2
z1L)gEu8p%JG7ry%oIjCXdIwaKm2`wIg;M|I3wn8TC%tV#NLKOF7d~i+wSk$U-g?;d
zyeqNDo>jLG8`x$tA8jjm0ZY)mFw4Pn%U^Oye{7Q*1gVe3@GU(?z?V}gHQTPkiexS`
zlO`tL@jK_Bl6Xe<h8BN>H38h%-H9m*c1y>zeT!STzs0T2KiA=UFgbGy8zn3FMQ52{
zOjsS5{sen+yIC@*M?B`6?-ldqWP-e|d)TkT-Rbs|4spQq8sFIdW92WfeT7+!*h~;U
zQ|N=Sw|T36&WIvg5!4nzkT7a))(<(j+|M}K9}4|;tM=!qZ%r0@X{sO)^9aO1z0+aj
zhw=lwcj?|jYYcXg{MV9cm|&pE+|LERes>cIU@!H^^3HvaivK#Z&J=X#=@r1-ekWy#
z75qn3D^)qfDwO!t90-b~&3K}%S;uTF42yOr<Z4L)jpW)qyAQxRgOeN=7UsQhUa3n_
z1N)Q0ZWe`rJ#%*8<3nlJ3RuS%h>z+Cd!BbJ3#5F^Y;GW)0Uu;(xo&;cZFFFl4g25%
zfFOZ#=%1;QS*HO@-?WKaHDce9;6v79MkY3Hp7`sDpVp<iu7)e=KS`9?;Lo4gyYs4l
zJD(DA_HAaQ&>1y8W&)&V#$!t9sv&lzVP!g^5=UvTvD)3s-v@%33SdWI-r>e&%Z8U8
ze|+VeK|svkJZ6EX*rw&=IZK|;>IF-zy(l@UFBd$MZn|c?!AC02ga4ha6|@p}aSk#x
zm$1nbi;)?vkiGDY=mZ?3hYn)59Ur&ltKWqJe$gCm69$<$j62b$RuTOdPuQ?SWt>GG
z8l*kBtJh0U%PM{<bcEBCDo}gIOH1KfP_1&J{E}l2+LzaHdBml0W&F6-A4f{^i8=V8
zhi>!wObv>8?ep79MbohT!h>nECa(4Wt||cNR2L&*X5-YyM(<w@4@eT1rk2i#YG=QP
ze_5~|{w48_hI(G&pLlM^_pi}un?R4!$Hc<ojUKZ91Bq?=dMB^wP=NbPVSjGRRfGMG
zs3&YE#>Y+OxJG2)e<L_IT;q=Tfk{kpaeJ>xQELLrXbM2$Q)|^7CZ11DABN2o2fn`T
z_BVAU659K<=Xs!(m$lZsgMgek?0E{1XW1oIqg1*AoKH%v2H|z>yX~1|pzsFXi}Py>
z7{kl!^U38qdF++efYYwG9O6XNSn`M7D<-HlJiSg~W<syKjoO^^$DJ@d`gUd{US+#G
z`GVoVd-KW2tkH{KCWVgW;RjwlD{`fK@5lwVi*z)#6Thbvy8#D1k!dI#{LJv5uV3TP
zD@AVusqT)xW*L$EVL1(1$;i!4wiw%p#Jdep>d?X@j;pw?pktx=cws60i-k(x59=K-
z_!mJl!6QR@R`=s{0`g%kBq9-QQ}0#Gs2tHe2jHgxbpy~V*ES6s-?=VqFDh==cLzQE
z_Veq>I&Emd^714y1)l8O)*(Bl?-3o`__~FqH*qh_0@`CLO2+>*_U@MJ9|fJ&Pj+UO
z4R}ol8@>dRhD(cC7P2d&<bwaIO5EA@n$_-@hrB`}Pu9<ui}Hp30>|+VZJhl6%`PL=
z8^FrTiCs$5Mbg0QHsbXNhvG&ehC&)g>;+Yijl=>S5qjz1M2+ONmO@q25%PlySzo15
zSy-FSBFevdT?rn!4eeDPzy3{MjW-Ml-d>HJp(T&%W1)QqZfK|WbLg6;j#RhY|JDSY
zn0qBP?-3*ZdKaOKtq)}c<MQ<-&DY@c1*fO#5v)M_>AP8<ZyH~i3AhsqXzE@whZ2)t
z_Bfn<de`2C%LNi=C{O&ofbmxT;_^;dex|6Bd7+AGRY+I^PjTrB@S)Hxf@^F}ZjJwG
ziizx{XV0>lLt?~+tZ}Xy4T7G$=k2iVfI%0-QJQ|-|2gfIZWV4B5S;`DcPDE!S3&~?
zCm_9c`qUHTbpxFq$jqxgrd2u5@py8x*j-~vk3f6|7Nr^zbGDd-NiYbmBGxp_`zNgV
zU8YPl0@!Ugtn0rZxhFcOKHbdZZfWt4XrSJ9$`zCI5lJU?z3xfLSO0I$79Z9yo5n*2
zKfe|FhuSFTRkK{?lHX4mQ!ebWGOG&O<p3Dm{r;B~=iF%x(#cu%AubdlRUu*H<(y84
zW8VYPO_Mp#+bz=W%HPh^3m(Ekogh>_YgH!$a9bUAVeNCFlbf}#Ph<P1vDG)mKnx_e
zkUg<blMshKt>B11(R$66CmB--N6YJok+YAiRvoOI8NC+0>Ja{`_$LtX)?s}_PL{4$
zziPn$*G5GV9P_AE<;P>juuI_RY@D(Su`vg@dR0I`RY9MN3G?RzQ|o!@!?YyhLGj=9
z)R4g_{+`*Kr9|=d4D#nw4@hvT-cx>=yjcsH8YfL%Z>x8(9&aLC&^|q1vY3#|a(w)E
zQdLv-zZA}`j;4T3vRx}fCGR_2n=++M1M?F4eS<p$?l{1{OI}+qc@`09I%FHn@GmkM
zZZAeQXSRMNp?p+zBj_L$^~`(6yRSl0V#7BZ^Q~K}BFHw;a~0NS4kmtEaBwOrMx(bC
z>$b#u6;~f!iIQi43`MoYY*X+Q=`AsdjEj%sZ*G)4Z#W3}vvb{|{GrLc1Xib>%h2Hc
z_;;;vYFuFNpxy-lTp#^B*q2yY7fbpVq^bGA%}>E{b<!^M&ifeC(gVO{Hlr0jeJ*?L
z$L;q|?ulAwfu%e#=A)ALk!?juJr8o4y-IRn6J49dDnBmdVSUdPLsvY~-1IBrgCAYL
z8#9xFj3SwVn0m}=@VfKx^KUC_V~dIYoCQXu@9U!ZlRwITyIt68VlWdTVhv0!W)~!2
zQD<J1Lc1*FE*dVfX0ix_*Qph?DDmrL6H{>y@%t(=??61GNk&HBI$jsJG&FGYaB_h*
z*>-Y(J#=foZLB4F%PzfJ{wW7y2YMP>{4P5VU26tf70_Hp9pCW{{j0EGt0r3~&v)gh
zQcllGB#nmPY*l-^7N1|cRx{miljGdcWZm;?d(2Jo>~ubh=(Z@C;4xdUCd=$p$!MD(
z;Ex?00s+A3l$Ls8MtQv63`}4r(q0$!{@f>bF|AgwcQLm!Z3?b3Qf1}_Lyk%lhyFrR
z4x0|&g$Bo6-m)gIY;~*=o#fVLqhV4n{Fuxd?Z~ahMlxYt+=zcjYR&rl?asCW8F&0f
zoM*|c%}Iw}t>ZQ8d)?dhuB|SUNB$(2naL|u4C*Ad1+5))q1ragUM!ATsy#y%lE$ZR
z65I2z273}2X`%PIS8vMZVMfaU(YSGG{}_Ij+8ru>?aAx(!86$=j2<0PePAe?pn%;F
z?qMiAh)V14-c2kBsJ#_h;hU3#%<F~d%m@mZ#i#tKx2$uxUtE&d+JHi^+w&-zjf1ci
z7b7@&fib#1JiX=fWJi+pcOt&|t$gkY-4@w{wQ{i@GXZ^s!oa@qUw_II8$-WIiOP4u
zeFuvglUF&-(*J^@_8N(-f`B&GbfA9QJ_^~|D`qDDY6oyS*2M2Kes7Tt1Rsz4Sj3|*
zi7Kqh@(zw-SrBPvi1iuIzH7zS^Rpi?aWD1LXWuADREl1K(Cbfj;HE&S<=bPf`ItZh
z%}B}=8K&Ii(3GM4sS!K63rrcX3Bq<R{$`~9YiSRK{%(BxwAu-7no$p-=q#BgM2llz
zTV1(cIDbu4{@%M8_Zct(SgDGpi_ta}?X3LDrVk8S8tSp^h}bQ>Vz&tqaN2MrUTz%D
zD!B20<MG0!i%H?Z8<(`|ZPVLh20#9NZDoHq|0{BT00ZnWJvBjevIJJ?P2v^SpR!xo
z5nKCu%aK^^O6MMtZyx^?%>kcQW`*i1^HZo*w0U#`ZF<T2q>wp8jB|Z)lDBuz{~OR_
zy&y5tyN$gQG@A?T&w0Dr$O{{1TZ_hSj?Q;(W!L<~PS+NraC$2F^1nB|Q@@4jVS*Q7
zZnTUW8~iB6Ai=<9X-Qw%`oKYTfl-OrnW$P{n+?19M*p)vHXGRfr+Y>$T5OJWyzMcg
zBUy{>kn$f2z$Kfx8d%xBx*Ob4mjAGPZ#WjHZss_gjO-t7e)2r&X<{MQ1HeoT1T~|(
z)GgI<@xh5n5WG))&Z0+G5PnjJut->RdQ9rT!t!rN5KFg-_ljm)G5^I!ym&Xzj?1pZ
zn)34xC#eg}rXU~;Qnf|!e3%SP@BAeTk6t;5&Y<bau6vNq;Mq6%^l7)n$F(I1*FtI_
zz&eLx%r0wIvqj}yo40S~=|eqzHjp`UedNrk9<}9O&9O;8nBR3R4l*psT#PQeB><;?
zmHd8hE-)|(NU|Op)5?w<W_%1-dQgF0-sQHR>c0^Yrtfq|IJX!CPM85v*s&>#@Jb%|
z-=@E#7coa)d?X`6aLU8Y@UTw0RGQvzl7c;kxW5<C(Q4pI9Pen9-CEpr;tHb&htcKH
zDR-KOJ)1Bs-VJs<Nsp%7y#<}bmNz90o=co?K3S=zXFV5ij*{V)m?BI4;|V&JDr!3J
zM$8X1G8;bq)$Z(nqVeo|!cQXe7Olg}NBYg9kCCCBU|)HgW>;F+SW^)=>&+E$+7aF>
zTOKG?v%3)LXElo-QOy0*E9_-@Wz*ot7rA5mIDp+98|?49SlBo=Riu<+LnBu<yy!a~
zI>;|%MFkf1#0>~QPg!56qy3HSt@kqUPk$r<e~bIjAWFo#kBxI1N-PFiPP9i{%!G0i
z(C*=Ja^CX;*OIfe1xP$R$$DvKtvSg(x@aS9y%6#NYU6_bVK~R4hZiKoBU3JZNAgpE
z9Pt9DHg9ij7pNDs#%fNx{Er3P;{FMwrNWQe&uJZZ?w3sd(-MO?V=9`CpH%+I6%g}q
zbQtDrzvIOu4Kw%-DBs<^m^_58-U)=>T}NPR71Kc+_Ny(@6FG+1#VwLImJYl>Hs*_$
z`+fd4`+?I0H+tL5lOz=<Q@$mKzA+H&w^39T^{kfj-pBY$##^t1Ns!qM4sr(kyP+`A
zg4|S9mRIBEukBqkaPaXp;A7d>Eb%A11P8eUK75;N9|=bCWP=Pgia(;u@y^GVZr2fp
zMN<SsW#$iCc}HeiK2?_hyd`~Gq$kKnMfMZi^T15BsJ$t0^V0i45{5Op&)%=@zhK`e
zR5Ghj^_Y<xw0h})Hj5GafLF@}x$`25|AhAyx)}Yh{r4EIo*~zMs$7X?`u*e~h8!<1
zZ4t$9tRKu1H!U=<<+4R#k8wEDwtFry=>LLOKGy`^dX6*$m(py*L=VUjN@EWb*ZNd>
z=p`N_HOq+?+D0Rtrf$mKRXN2O&K(l)1Lb6zsL7-dz{%eqYM;yZPuQO-^b79j)4oP;
zD#p#C*%N@M9I3ea3GsMMsUV)fo;~gn`4pR5f@*Pvn(08QYmWJ*7pn7`cK>uMi5BgY
zPDYgl8UG9Nf@kww7$F%LoEt#jY~tQt_VSs#5^n^&6WNZ{E)KRucZ$^WUMM7tJ$eVS
zv)1U84b3RK1%48pa_hKibLxHX`es0}XvlaZ0GT<^%F(YpeUE}3u29mRQW#UfM689I
zRsw=1H!fytvHzgt34P780Alb$M?7vud-zL;uz<Ix-}zYju@+g$luV&mo&#$kjh{XG
zFQK?pmE1S65#vV}KiWrGGLUR5U?UG^bVJD8<fh7@+byTd`i#5JE(wc~px2kek_mbz
zM5?2ea#9*v;o%0)=a$r1*A9waTaNFy6EQBQpNS;8`87E-{wGP<>|B<8aa{LYzeIma
z$F>lUqAr-<9!S_JJ8QtIcdSqP7%BSs%v@;mYz&>3nDI85oi-IEd9!1>OcM=YDbO7V
zs|d-U7yZF*cpL0T$Amq3^iwR-@EA7trc@LkW}#V{)hWmKMLGXT%rlAPhXijqu$L#7
zqZ}I!_HsWuHy3F&I`_dI=VbA4Yd&Sz^kxr9#by-n3duDV)U1B$Q(jpKvAJu-&r3v}
zN*??dw2kmLFZ2J9CDsEGJ)V&-A4}s!=um?VKt&U=3ClKJPFM?!Wa8r-uMvRltGREW
zTUux%+vbFr?}vx{!G})It-(DvDs^4fBeEVIKZT#7Rh@<k+3-oUYzIMpghxyVCO+9E
z*R3?xkN0UgGoenvxiHrDFX*)QxT`62<>4F5(1pAip)y`nfx!;mM7_RiEP3iIV$#=7
zUodO+$THq=LS!W-=ws_BI@>i??^0!?Gs((+%ugv8FhIsPaa?UqYF1a#FYl=3omQ33
z4kHZJJq3y3T^sYkk2IQ$-j*Hvo{EQv%Dfll&E#2JvlzL1_Z6U}Gqr|Q^h*7&#`XX2
z1NB1<09@yyJ6hTHi5GL<->%c>{T;;fQaT4g1MvLHYADEqPuwBz>jD!SndNOshVCHH
zwv;X6)42L)8YPdtImPxL?jySOjStfAhn}m0jWM`ZTa%1hO?qnNjcaj-0=x82nqHqt
z$;d}cs|`-2B)2vf_;d!o9t|24rDq{H^i}%Pe?e1+-ru_$U**GKlZl_QohCH>o1Qah
zn9*I#;=$v{*tF`)9FwYAEARoZD#Pa<L0O4mz~!z4$-sN`sh8)bta+46b&Rgi<&Z+O
zh`yAoE@78iH<zP!$!25zo@NGPO@JNfAjXMs`^gU#tzMzik+SiB^!D6ivxw6&NVQM?
zY2G^V^+M**2|b-2b>X|Ah!|-wynQPhx39}w%64fQ%^T(~Uc~^q9w$-PaG)bTaZ~(8
zYfh3*K;EFy)F5k_7zLRk2R(^YoC^GI`*fxrj7*=%nO}ydOdD(_sf%K*3gsDr^fFF+
zVDPK$sBDe7h5ve;C?=wZQ4^&9XWE0&fCSH!%Oak=0c=SDC4U1On;4HOnE$kNtqABN
zcWZ%?BBCDIuIIRs@nNk#lI2Vateeii3CKY02~uIdSAw36n;R>>SB0uEvrQ0yjl{bh
z1i|a$QiBWQqLTY?xfhC=9xo58A5|LCkz447(~i7(v`QL<<*>+R?1z`ab5^E<f%xxj
z3fp(&b@`F8hgl9Fk(R;p$3DKJ>+}A~L8uzbDC@jPHz`KfOKE|67@eD4VoE(~_;@10
z5`d=R=E}Hl@?D(vv}_gtDnk?uy?@+4&^X%T8^i00gKQq;;uisT8@`hvM{nwA=5A*`
z;CV~!J=UFfQ+DHbSQ;KchpXMN*8LH65V#!Sy)f38`;7t=xVRZ?01JouKsii;pO+A#
zLr9jJ{em;e|AKh97n2_>Uqz^Wowxyd!24?^<GW`F{TE`Z@RjRoMdH<~Q8=s1>_~rG
zauIzOw*y<+Z~eQkdUs=Yljuh}&I5da9miNe$l({f;&Lwk(U9qIxW{wb29eRH*BAE<
zJI4y6tPjppgS8quiWVB9TH9G}<2ZoPp6FOp5omunBs8DXtMiRTkRT&tF?S3DN~X1b
z9R*;@XnkL~1@)tV=S4WwOy2&Lqn;f55@xEJ(;=mF;(Y(E8__?uNal_>{Lw#g@}`xP
zBwn$lBgP0QNMDeCDN5^ph9*LEf95J5*p~^W@t}}iHtHE2?6Lh7G;#m-liJ*z`V)8U
zxixVKtL%OI&zSAhhJwpF@Bk;8H;<DT0ZhLXiYk+V$Ys5$OISJa6KWJ0`30oip$Fbm
zfh<XUDr{O@#4cX)UmG@L2eKrx0sYj9D};;s`Fk&1o@^d=z^D=3y4#Iv<KIn+6>JIs
zqD!hjT!eckQy~yrL;(mcq|P5R%T!4XtlL~<yG#vomq!@255}qt08yxSy0I;fNaE;!
zpyd)SwO;XTe3KD$X#LYk0a>Af8o7d&f@3eW57{VM$jRt{=hDpacjDGtavWYUa35i`
zjyPOIZXbDUjSHi*{c*QV+kV1Po>E0p+5&vc*jnQgtffg`BwEMI11Yc5b&+2y=QlWI
zxSmK{kF2jF0`FDY0J@kHxEz(31{^{#>*>6z_hs8-@oLbhD*;W`4kxh9KoE--4WW@e
z_O`wu`<(4R*fRlF@k3pMAT|U9_nq_!?kjF}TEAVkv{KA=aIx!7*yXn2@;UpBh7<F?
z0i|TX_4kKU5C!%M*QbG^!g~k2V^SVF`+|h-L<tJ<EX7D`zmo_}wx7$zCZ<>6oRou>
z4zwcY$6!t{tB#l3v3H$iABWs>=kFA|{nqH}vBX8u#OJk8YjZL3s|xAzJ6P@afbq_Y
zCfpjf0Mn<|;quM=CsZ8boCcM5%e-R#+eRn)>^`3QRDUJsG`e?Q^@{bh9fX3I4KY<U
zRb$)N#m_rGb4mG<Azd=7p8?3IVTdDVZKKANs`uGWDu(SkHBD521Pj<$U|AL01AA5w
zU%A8;gi{MI&|>nQye<Kv!|6&r^U9IslgHBE(Zxe_R&?;gabb5$y^6@2jU_`tq=>rM
zYpDL+36<r!iqh>5)s~m1_7AD+!19SZ=5krU&FX#d(Vbsy&Xez~k!p{Q07euX+BtKt
z-o|AN-PnNX|BIVWsJYT-QMJXznUw|Q$6ip1$aPok7LbhqZKSsl_%fqA_oxz;B?Tek
zG}9BABIy1+p;zj$z$G7&=(-s9zuakbrTyMkB+*HsBd-<*Oif4Q!j&~g)uM#VPHdXx
z4C&KEa@aax<RRgE_n&1uw+LpNSBIR9I>!qE`RY?4gNbXk*X{i+{JmjLehJ$<P6;i!
zjQ0jPK<Q4LuPu0ymFWGfYDT@}jYOxXY)DLeP*<mbrnL_F<qh}LNmo^<&ZQVCXvQ5;
z1n^A4i-|Uy!9*|es1IXU+ZR}6Zd}<~ahh~g=Vu+#4<t<->--{+HYAgRie>dy|Lu5i
z^rCH2)PA!<k_JlS7w-ZDJZj?<8$UL>R};79wKc*3EZVJ!jt_U+n|{ZT*@&NA$F)}b
zD8_s#PZMnk0kqKU!@gCxx9Lr4I&v-dvai#>NEpN--U*g(Drt|R2NXD4vEjo_zXEYK
zJ5uXGY~rxqfCgru{b9$Z9#l8*(e+8)Q^=VJf?UnvtQ47}+JW8*S0OSde#KF9c2LC^
z{0p2S$6LdPVGPPz@Z2w@1j%XQzOdbr^TRi_W9gAiLT7|vCv`4bZYIMe_s0yn#f1rp
ztCs|5oFp-sTA>)cD7E}MKCjQFcX6Vzsr{PUHe)RgT8II18f@0EOmAvLqm_E<YD}l7
zC}cr3(Kh3zoB;2cTMM<8Y2qyg8c&aq41_EsLM8-o$MdZ&)wJt6+3dx{JY?34Wk~>%
z8hS^o3E2K>B>Z?2|MMt;0DG%7oHf0p9>)xcoUbPZ7aE>+K1`$Kb#{u)%!EMje2Kbc
z1DE<R#9eX%FlqY6@F{e#q~Oq4Tq$>K;8c{{CH>A=^v@q19?i-zy##?Ty;N}4+qx4K
zOqx(j*ATA&1k966Y+;qB7g|Krjoxg`*<<*iy-+VJ{;4^L9|ejDI@`^B60F7lTS~fz
zp9ex_u#LO;Q11}8?;rvgvXx&19%o8?d=E-A{6jZvyxKFl7>>(Jk9G5EeS+1(ugTFj
zncQ~CzPa&cABWD!NwIu(-0M>;fsjr)IaF+>+Wn@N>R;2VnokU-=x|;T=u*}Nbc0Z>
zKqiSnNjw@q^%6@WMp=AHYjp}VLMvCTvXmRCK{*0J4|`=cl`=U517X)T>Z{M9>%(<P
z&^rP2j8<LAHm*!gr>673^6>N=k?9ik#L~)sWG)gISMKfydpYmjP~fQ-n(l`Cri$X7
zCHbQV|3(kkJ=iXP&@Is^Z9Zs4i*KGmP@g7*jn38j;bJ&?F;ja7y%BY-l&kmLinur_
zl}@(Ggpfqg8ufCqVZO+KXE6Br9q-^wlfF~HJJ>hGSx~AKLPeHLxP2!kitYUPq*?Ct
zI>G8f;Ey)16j^9inltOq5_lIB+M|AxNzQkjio3*~;8ZPDH}=^koZo8XR@b~|*Va{m
zFZKp!3a)~YSAw{GLdGB@HHhb2qxlV|XPy5e$oO$ggxmgf@~(M)*5&Q-7qcpGF)Vpn
zPabs&$lbc_Ux+9KGHh_`wtXvspU(Z&6tDXUg7g9q*x5KF$Xtptia4+I9GopAj(9I5
z6elt-SaMfK4rM_u*n9|V3jr&hMh4ozkjV&Ow;T-KaBkcz$TGF}L{>f(05HIk4&^hn
zbu+npuJsT_yaLvbV;<Jqs}GIL2r`z4y00{v19ZH5xhO2OhUGI=#C0QbN<{Vpi409)
zsi{jZq{)>|Sg;oX7@Mp^O`S3$D+rxu3DJN3EA~BWEW$ufH&!WLudagx#S)!QVQQ^y
z1ioyoKG(|jck4%2O_X7Gu!bJMyLp!}iViG(H)$2|_xP1}rc=Ha5S!-rZ&rhEf_$@*
z4$)9*1slr2J2w)g{B|QcW~=>QDX%^>=0C0udisy)kxB75FjUL|^+dwTYNE!?B`|K0
zZPaIFB|C6+I4nbNI5u{XPG6h=_9cF_{zlU=3bH4z!Baz)`n0vC`1#L2CU`z=L#4F|
zbfGRcuXi*cTo6UqihSTF`Xw3t^A~x=z}j|l5<JVJdIOs^Mzg4Cxx|uzGPNO5NL<a-
zH2okjZfhy-ql=|ir=s=WP&UTv{TBVe0~|VJjMVZ)*2xQANzc?0&+T&dH89t?Hw2Bl
zuRZ-4m2rRC%Bc$DM7|l-*J`x9|GMKzZ_ikcU(d+(W4J3_Gnt0L0Zfa*BW2t9kq}C1
zzdKT$wV;-%Bk-6&T{K}A0w(>+#odIO+7GCFkJ|qVh{d%(b#ksCAD08s{q#*RFT8w7
z0|6wK*FG^Jzg55TD6UHNn6oF}>VHGoH6n6Y{Nc4mSkWBpGdGH2IRYqx0I7hj^!oC;
zZp^DbJBJTB7|<$j4rX)dh6rlR-s25S_4N6<P4&IdG+9BY1~PKFv-8?kW6mh9ufMhs
zOOA+$yHw@B!Nn;Y{CJ*e`U$0lmJ6jG2@x{Yt-u>(fIQFIhhA8tWEYw1z3_m8d6DkE
zDZPt$QH|2Z(XH|6*w#(9L(cgUG#$o-!Av$aOuNkgnDxEO>FkCJ3Wf*J+@)^xJSNzm
z3-=a`F}rURH@}boweg&c>Mgr^t$53SeV9B~eRnZ@ic}vcGrH?m_OtaqgCrv@g6|6v
zeJ{ovEY)4ywu$FEW${WzJv`AkLaz>Lc5911jYK_}i|(hyRxzfT?C^g<nENd?aRTy*
zCBR{#bi6c5?a)8RgF3xM*YJ~_9CHI*FfH;!<Z37_$@;HdtMtVeyd`g;p(VG3qE%b$
zCa*P3M;15Ky<Q6^wiS6K;>MS`0<4eN4lVclhrASxz3Ek9Y#R`IAr5u5J}BU?7Bway
z3t7JSR0HvDFM^tUt-8sr^uxa(zU<bqc*jX4HZXAnd}N9FBR?A6069_~gQ}5ik5q7I
z9~DH?PMjH?G<3%cUbhDYEwv+J&)pmSO|8A!L$qBiqXr)|8Z@%2Q(Ie?0lg0=g}poT
z{dH~zD9NlpljmN>Y!6STfsVl5*u9txqX>zIX#)k)TZYt~=V(6o>9E|<^z1S8h}8(O
z5k(?xe{}-3QP7*P*s*-Fa!o@pz~0NieoJo=;G5Z!{mO!r%8qFLg<2xcCOx{(kcbT@
z{{m2|gn_>C;Ie&*VEWp_s#>(w=X5|mJMf#@W-70!i`38G4Q0}D()$e8q`vcO)vBu@
z8t+V+`#9rJeS0Y}mR8^r+nj7O!=0|4C!AdEg?~Yp8@D2(Mq{ouHs@yJZX2P2clttO
z);}9*_A`gOmfMm?B|t0fu~C(YVE|0HGV{2RbRel4E<(7=4|@T+szNDE%yZGc9p3;P
zg**<i?-OC`({pI_ZAz0z8YM}rXiY@`l!bDT5neU5R_m-RdF)NnR$0$`giY=eH@kr{
zX7MG35-RHub>yv)?T&Vd)~bfwwSI$Z+{S(G@>)gUXIF=LVR-JJ<00naX-5}y1j_n*
z4*T|oJTwW}n3)Ufb`LArTL7fc1xsxDWMdq8XrEQ@uw&oqI7SCHQ4aQrUT!fTe7qlN
zWwf0a;Jsua**v`(x^F4}qSZU_XQC|%?f?#)R83G9hH#*d=WG+%X1)uBxT<MlAtm4f
z0G3UFp$&ih3u+481T(tT5lP-r;gI8-Qns7nVwI+5&r-ul3!v3wnE>M2ASB@kLEyRQ
z(i_ZwO$d6UK8nL`m|EHcl%Dm(<w#j=+k^3o+&jku2{WF2ENSZRD7>xdymQq@zTU%D
z)MKKC{7_)uchKCR^IHD@fMy;iuA(hEkpXzk-H4T|(=M`c?`4AYUIs9y^-gX2O7w&w
zgYX8b-6ucO2hYw&UVM;={~0*Z)ivat^?T#b))`c~63l6O)J3xq-8*_cbnPH~|5{?c
zq7u3O(DY>+hoB=qgE4f0Bx|TZyy_2=zRDxw_t0;<^8!SEhc6=_R0y@;wUzIO{T%zf
z8vmudra%I^n=8y(a@w;xD;l5HC9@`yl(Yc{`-;leYOFq~vJhWYJj9zPos5I%S#<Wq
z0+S$NUQNeOA94W%n;ozy*ckt6RkA7=cum@HrEdB%lrF&Qa<~Kv(mh-T&gdFqH%o<&
zU6+|u?Gtu;8!RRf2E5%|>9WilIPa=fVpYfBE+^KhkOaj7wu9Pf`p)#ggop*({*JgG
z=MA8vRi;mXvb9o%MEl+0b~o*Eq#)MnHxT?5TLKUg{<ALC;J7t+`(Myp*>s{ye2FH;
zLKA3t-9~U9Z);g&oT6`6WFEDHi)4b1MdL$Yl4UyOAG0+(mz?-kZ?Qnhh{?HVgQF5(
z?|%AN9T96Zw2B>TzXrwneKuNN<JORa2z7Oz|Bs_{k7oM+<M>30T)GLFOPN%nQZ92%
z<(3eIa;+~VY3}#iTuLRE5W-No70q(nFpQLIC}M18v@ydr%v`s9f1mH~9RE6pv(Mh2
z*ZcK)z8;SeovJDfNJv@VHsHe4-Y&3W;mLQHLv_r@ecd3oq>Y)h@_QL&fGr2=_BrkR
z%Vhzl1&A1<^xfB-8#va$t`dp2!Hwy2UR3cu=_M<4xID7Yuxn4;&L-fw8u{RZjFfrg
z3hV2bq0$U@y$=0Spj`gD@q{NwCs?iG%1JfZk5e2ijmY?Iei~T(^|6A}Il&UcC*;%{
zP**#st4*FIJHT9gyaM>#(%cO{TmzK{vb}{6;qrQv<Yl#`_Wq1KxSFBXa-o|-p7&3b
z5pIOv5bfe=VfGnpx!E*jE;|&xODk4GZ+XuYvg9K&Y`@l`U9g3(_AoLrLME7V1L;R4
zL<}`0^d51E|Aia%cl_UP7j5!!HO25yNlDk9@<naC$*C#QqTkQ=k7q<OQ&P|Nn)h0e
zvL{l*p}Qp=9`z+%#?RnBEn}g=<D6PKA+)Gme{UZ__-7=c)F6}@e3uPr#Bdd@TR6-O
zM<3v|3JgbD4AeS}#4sy1Ukq&j78%J6tQ$9tFy?oyw!4H{Stm{up2+jj2Y^<EQZ(a6
z?;l-dzD~~J&$V0{U)XzSdj?k)-g}>#7?wOW*{iI7rCSmTDX<wF@V!TdssG$0+76K{
ztP0_aKn(yWq)MdYPG0+a9fRfnd|`?YHIJ@t)80RMm~iM>qVYSw>7JkGNL^>X6`PVL
zrDx8S9FK!ITUOo7-BBqkj{U>NXwK;Lx5Yi3nQQ8xvYmXck=hC{AJHrpzO81u$`00u
z<>RXP@)_58DRKK36%V$ba9*-VgH`x+y8EDMo)-v51KA29a#1s4A*jZfhpPv=;Gh^G
zf@H$`(eDLOB9Cg>61NUp-M9;~q6sB~xUI1ST572pq+xW$30TQ<YRuVjudK+}A#!-q
z`O7dZOwxLzwFcg{p(#74+VbR8w~1uc6BfaVZQF+Fy4=58X}ec_jkLy;n_5~k3l9H~
zet*kMWT~%L(H((S^QgXq$k~iFgi8>JrFC_9DK`&Oo*Tbp#kQFnxO?qh%=wjNX`@s1
z$!i;y4=rHJh?Bh^a>72vS;%2Szfqu4+eNFAe;@XwG)5Ql%oua9Ng^cq<|(j18&)6*
z=srNjN2(WFqHBiPVSYOd;t<QNaCiw!zyYCZ#e9zH4-`?qt3|krZeUk>cVhT&kqvRr
zw`Cwe^icn$*pC<I%q{_msNhumJpQ|_w79eRXsQ2&>c4+)?t^uJI>a8NOIR32F8x|w
zsbU_Co;=^C68A6YC@hvoI^2}w7wb&)SX#ZzKNWLl+(>Kdn_;x`egZCU<DN>r^_$+8
zJ^c<gDFK}}Q(m8#ni2AQV|JJ8&$dgs1RsWq1G14+Ped?Vu?;I*Dce|);oj!Qi#Ed6
zpkI$m`|qsrk#o&-=b(KF$|t<!A{L~Y2>}=OS*U(?z1V%J<qI7>0vk|%nBb}_Z!&Rb
z#`CwW&;yfo;@{w4H7uIBIZcn#frW)RwhvDN4hgsuIo7VR{NAuu|Ht#wP-7##&ybba
ziwMM#>;y9McSvEii>|!-6p4f?Ahz3o<xzzax&aHpghJ%epvm1fBdb!bGp@W5orXl6
z2WH)P`_AN$bakV>=j_4_qJsenp}>$R0QwDV2yAJQ_c^)Z_BxlSQL4KZ>G#0iwqO64
z-~&~R+UWa_ln`VrHY(~#)^_Eec5l`H03TLXM(4j1o*nzzQ)!|g^!S^PTyVaOLfMhb
zbywbOkE#J@ybt0D`KwJFzXPijJf~>}6@&H!BN#R2rvccScXU((Psh4X`EgI76VI6(
zmxtkAQX7Q4oX{U&?5&%)ALpmD2im<H6iEmd<NkbJ*48wM(D`ZfG<VSkDxCQ>OlY<?
zNk%Zmb;R1-3|P+!?ZH{0TIgkjjBpL|cstyX4{+;KE9R%GY)t%c+M2c?Z-7DE9U*Ud
z`-65i^m&fUz*G53<AC_EwTr1SZToapKljR;#=#ofiLq@s?BnVXDmon|wLDG6`)?U1
ze*%UTk0;o@LaB;xp<>~I9eo!Rx-vVc4rkclk?!~)%PRxj`(~QK0Rm9r_u|7Vcqffq
z;%~;PI`?e>E(>~O?Y~npIksk(<ZP8+@aW>6h2=2G@6;m*rs4@2cqVChFh_jkhw_KL
zNgDfT`d{yS0(Rn3Hx_NdGs_gUX?-T{=ojp?9i|{9w(oX(#tw@YMgB~_=Vtz-HnN(1
zX^-G(>YK83(4ys1QV|LCBa-&2aa;Y16>9isrI^#>A=ivNRZtA2xG>p-rg}WW!G1jI
zNuIS%dfVkW-+>(c21LW>SGQhg0~`xnT871+_RE9_7warFeXGVl8h^D{TqkeT$~ZKI
zZ|}&zhfxALl~ZA>X?m88OVqa3uq?Z^(^*<qUItyId=>T+n4!Jdk8(`6OfKAb_ZkaB
z6^~<lf*MDdJ1THRsqa$v3(Ctkxr%@v<}Z<Ga5hO?wnJH2On0{}0P33gYt5+5i(qih
z;aSA?6@y~!H%)T&9cTB!U%-{))fQFcVT1lQc^Hy+|Hxu4CfvKXyS<<IFQ|}@UEFb>
zYSms+I4UN%mNgZK&+Lv{>Fas0aB1|~tW%-rt@ta-!2$`-yG_8J^AyBB!KJ)S^x6VC
z>|YQOR$f~1yWV|7^EXi7i*JQ<rn}+ED!bZ9zZ)!oN^K-SO(>3sEBByB$q`nwexD;_
zr6-jl^Xq2OUv()E#cO|P=*Xv!nn@NWWu)Tb=<`GU!?0ZBG;?}<Q4eQpjAzFsk0({G
zl`&pvFS}p3U}A43&;e!>h1d-#8?lnJsmI0J8rsibGp^LmTx@}j^g0=s%Rq8fZmiE_
zW(nJBM0P7^EIx4}3~fe*;X*?v+X_ajif_M0Lf#&CkBWnbXR~XqOcPfkgnu|)xV*to
z`C7*|i^%K^6HZD6Sx^rpr2mBCUXf+w>@#+SO-)DFW$rmn?>#$oA<jFq?wY<-pAtjp
z^sMh(phNY1j?bTRx!bQ>+F8EQ*yWu@mQg{8f9}k}!#8;id6%hQ7<C>iEcEy<_5o~P
zjNWc86*hIxQ!F6vDNMG58Sj~pY^W)z`01Jk>tdO3g!P0<{8U0h-%=5Ii}gW@b^BXY
zu6+zK3~%EwSCys}D>YYTRV<n1&}<~-zr<qk4E2t!o@+_mpVkp0KdFpT>jQ_%Lzjy4
z?V+zN=QPcvrX;%JKz%}SDDEyI%?M>nv5Mvm4Ku@^{|mxaKe5c@ylV930q5J*sk#A!
zXpG2#Q*i<Ng_zqIZ)iV_94zLU)TltjhKe--^XK5A?=$h2_zU#jheP3Z4C!whVJ_>~
zw9(k?(e2m)x~k6{jJ!kV`>*0ZXW`QVn72co)n;A={Up|Q3&`7a0__0vqmv&asQalF
zK^6oZG3F4c=W0!yU3@TErY4#EeLV_i9zh-fhRm@=$Ya}#a$ua*5a%4{9A?Wl>L0PL
zee^~Qpz;MA^*V@57FMmfrWht0)i5j{f4BC<LbI;YOm^Y~A)qH|sTkB_d$zR!V7adx
zYa6jdYE7@*(CIFFs|?VUc$d*X)G{=8X5ab0%VzI`s=k3jIFQWYe?hK&m4YYR|NgFz
zK{nf5xjz-<4MBtx|A3DyeM3l<t3~eIYdc>@%+YuA_%P#CeZ~-u%&P>vt19&)!j2(^
z(m#bV@x_Q@+|~kkzELx*PuV*t<H8J8@~`3U!5*lv1cFoLl+r%v!sXyh>lSkgon2>X
zfK<&H8>uq><8;WnMA`LEO}7T#TroaFQ%emHPzHv;0j43x#;fX|Dltf3{ahbjJKd)+
zqeMx6zy1vuYWfLh-rg6vKDPvf2y{2{_-$~MY0cvJ<)-U_W)2tAbq<D89t&fGWITm-
z!?qhP52`aYO49^<yaa6fBRGb=f<~2s#?FxKqEd883CF*QhW{G}&s)dIYdrBe=Oo(q
zZVd#U3zC=tJWiYP!n*sA_ZBu~Z&s@M*UZT^t1Xx)XV|fl4u8pOZ@fX)_pNwcAGOnF
z-)e>N--0i#sOH6Xnf=sU2C3NGp?;QsA@guCNHa;<=kj2%$4J95v~*Tu*VNTV51thN
z(|yn7P-aP6u7RJBpZl}peRt-boWUZc+K!dPjklu;b}v1ituoA;;~BMwxraHt_P>)E
zx%A=@IDD5Fp{#2laTh$3Qd5wI9Ql&Vj_jQcRtCw<i$-=Bzyzn5L(r2A^Nx6LzMGzZ
z%`Osp?{N8PEby>%=A~D*vjoBSwQUEE=XhopHFXOt#lx|DhS|WH;zf~;r}IVvf{?w#
zn}wB>;gguuA`XdF31dZvj*}d6b2VN3flV2wf6^^yv~556NtnTh1J^724s`!;Q3d$T
zBFsx~0;b1YN3+IxVQgnIb1ZCGU+up_ykxs*=vC>$j(8p+wEE@4)^-KA;vzX9f|%^+
zJ!j_fST0icexN(-ubR`J5MFIeR>j>&|3r(SNMl#H(WT<3%(vU6gI;(W?7tvOpSnqf
z=Vu$}4O5}a4L*k3Qgp18f>apU34}lJ`xf4lBisj(l@Tv-1<$?|ViQ`Eb`96UV7K)4
zTwU2`3z0~H4%@V*Uk@r*8=#?J+(PH_Xmxo^9hne~uG__-x(171g$ftp6i?hY`Ii1p
zxoJT{j=ePKy%oo(7@1AK+Z(~RZUU^y^3gdvNyTlZp&q7j#qC9aD%3-ZFzsN`uL=K;
z5VeOV;&rX%YDon1pXN?M2?5;)J)|CZ-o!thb|*i*xpa(wY|hL{P<QcS=CIpz$G!&V
z|A^V6|Mx24xyH!U{Es3bBk|#g*qPwXLeP4TJ^=i2?d|Q*3Nw8)q$7~4OJwgc6A%^@
zo`XVXXn&;6*L$q&z;>3lT*oz|05j997rB(Mai_x7PvzPfSye%~Na(V}ekH{H<i6g|
z#|`VKd%no{K}B7JcEy{O*yMR|fWr;F%elbqcbumcyCb1l=g3F@3sTwCK-Za8xzRUt
z(BpNHiaz@x*<0x(@)^i_@33dl6fM-Wmmrms!cAJ#&cuA}6ODy}D31kfMzY~*^l@_W
zunSUsil7-7?lHp8X|3VAwwHV+xh(D@tT8PQ2qs*T77d%V1iYIUqDt(NlEUwPz4zAo
z7z-K%uv>!GB<16UwDtGsZacsAmpzqD_Cs@vN>KjK%jFSoDJ<YY%x05(ANkZBQie`l
z2u7Q!%6KaW_ATh_TPn)HD_@w%*)>p+l4^H_%><@;uDy)4Trd^=RTq7JWQYf7t}8HR
zw&uXYY^<|kby#EhM6U{(0y%6s6S_X3J8Zsq*Y8$;6=-U8onRp=+z*nx)^JdA_gbar
z-D=!Gv=6P?=iVYeDqCKC(q(5C#dhZE+&MOO;@aGYTb_bpB1&(Lel=We^19FL?dU3K
z7{vIfxcy0n6jlAyrj-N?GG4f*3O2TTZ97>@PiKwq66Z%2h-Y**Fo06jSn?+Er2)NU
z4=|W~v%l*hHZu#jvQPn6^c(9MX@OU;=8pRg$s>bJlJ?==*?48$hawDL|IJ-IeR{|v
z7kRXe<ivr&<r!?Uc}Ap=y;+cnf8N|fJ7%TOYKQ!#B2wg@#&?>ZM0=h*?-dRT(lv<o
z%1k|!{VUO#H#a)Ya>v8mhv%u-Y0_vEQksLA#UOX-3N~tyu=$WK9ny(+wF?n_V5%22
zymQ9yB)Xz8<!WKdY-INx3W77NdLlU>qFe88ed_JaX51{nS__Dstzjok%}WWvkAeGm
zS6rJ!(Bjw^s^AOR>GBuin4~S(#HG>n@1K#43C~pL9^F5R{+*e)AL@5yw*zi~5R@pe
zoA;gDL?eIu_`-ZE$J87Ow}I1SB`*8|jH+F?&-{)E*TtM9v}S9N_IgXfRw+%p-sbB4
zU266yC<(#j7<DK*CpX{5?>Ji4>`X5CHj<jJ@;*kvo%y&VF3Uve5W{Y=>0<SLPkg0c
zlt3@_$W7C!p5zB?L``tK9?gdW<*<4xY7E+0RlBGi9l~a`p@$AIM&@k0Sf#%a+ovDj
zJu|XL^Fjp8kjK*$n16e5>AAYnxlRj*hr1IU-I`Z=e%+@XEm~%@=W;J^Bc;udU*5Sf
zfmb_u7XCvhMM~bFuJ8(U+RV)MALu_=xIkus)GIH74wzd7I`=c00xGtcNe?C;B|3)1
zvFNc{yEV*qxoG5*MrUAdv%S!tcdXjrx|B81!mQ`oAJ1ZwnGId~ZS?QuNv2_7=0s-F
zsQf<juawa$?&fG?V|(AJ_Hn|Qdw_!2qXu(<`r`2^&AQL$7G#novjPC#*_5s9w%Zoi
zaai8=W)!ox2NjGlSnUxm7|uOI#!-oR17RceVK*G>o;X(lw&_aXh!cOHe!et)Z~842
zleK*iqZ#-M<?KwL6*9BxYyoktmb?`1dLA5uEGf)UViP|v{dhPK8tIn>*T*7T$HwvG
zzps9Sub2A5o#F1N#<X&m=y(Z180EuWGjqQ#K)h>0Q`Q>LY9~GOf4EpG+mDzH?A>jD
zbd}kA4&DOjM@lP87Flo`C;2Ehk}i5T?km~~c)*hQZVH9c?edASgU6KLc)>ttQ`KOC
zU@<>cLo;cG#%%E)V~B*-xi=uYO(oF@S1>ziv?3^sk_xI_Uaud8yZMc9=B*oH6v(I~
zY#;DB6?&9VpWLO7_^>X&@HrQz+AksUR4`%mR|a!gSf<kQ6QuL|vlfODYxc$pvRE@B
zR7gRyGNH3<#0O~Bv4GlylrlX{8G~LQ3%A|j7jk3rnS+;S%&A??`LzSjdp=MMEf+6!
z3XiuEJfuB_8w>lKx~;ybHF4i7*j`K6**U&__jlgeJZr`NA>MT67%I|vsXVW}`Ww(L
zc7}H{S|-*je2YOC$u%m7o0+966b013ij3p4AGTgc`un4;?lQ~w)_rFP!3@oGm-RV<
z;D92LA37R&xZ=%iY)`?k?>&NP)gK^QwzKU^>bac8HY}sZTMAVp1hUi0Xa*Fp!V6@8
zj^e>aXqoE4>xIpGlwzBQ;cT*&P1;@T#%RS-Dcf(_$#F?r@opKJ19*_QnF}}M)32Op
z?(CKbSAgFhHjDx!#6Kac6%7*yVtylN)H~orkwyJ<9O~wuSVxzTvCv7aXdhf#<z`50
zA=cwwWjhYf*(}aK>Gt{Ou?6ZOOw99(jBkhlVcJ%SwgPlKZ_b7F)(;eEp}XFFL02%N
z^66;0f-8X-w$6&SVy3vF`HN0(+Uu>KmT-76I}1_33gGPMfM^`k9CY6suM0{@U0?5D
zzs^v6GUCa*d9F0*>s3)&YHD`6?mCrsBTeLozi%w5C1iw5Y8*qWEgk(A1S|%35`V5I
zoT7@#O3Hn$X#)g0aaXvVsLLK;Up3Xi5Yfc&bD1?4dl!U12xqMJaUzi}JZ<)*M_h`I
z?Tp_NvCDHr=LYo*`mBs+m<i1|x+Y5UO2Cz#e&0m@mn~nrAdXK4v-1yTmbiM)gC#pc
z>GogioB^qOZeAL9Y<<3t9$VwX_>9HkmiTh3v3_A>;vpg<{D^t?O1F+ok9%OkHvkVl
zmfbNOb7hR_^khK1eU^LijIi?7J2t|ziN2I+UYmoVV=)ejSZn9W?!_}9?&A_0{yR9%
z8Xn0zroX@x6^cA1OMEVzfC#2%m90UQ(y2~4HOMHuK<e73r{2CW!8cb|IXfZLu+hmr
zqsN=LIb1QZjA$QjT~Uzb*9Rn)JT{m#q&ikF(PXlhl&&kQI~?bfUTJ(QrnWJfW5>@^
zf(SOd2q#AB(v<2~>FIioM*Y_J^w+oD)MG<%-XH64Xl&>CFTvTnjbYZPI}tbh$eTUq
zntNna(j#V=6wEKY)=V_9$ZUM}CjQ8mo8@-oxUPnz23l%DdRKhZ@nWY?U<kW1h~wss
zZ^UtynJvH@VvH9$`8fS^Na19V<G7<=@H4|m;Y#J^&YdXOHD3eRSHPTSG^H%q{OYNg
zAX)Jzd;EhbCXBPhZh>bp88t}PFgG}Ak;Nk0+r1}Sgl!+z2p4D$#408Ii8GMs!5pwV
z6~S(tSdpQ$Un-$Wat|OL71#M_)GXDc)2E3W(+tA!^)3>+4QFdV_~Y3xY-DDG9rbJ0
z<Cj2IAg~x}m%2$Q&XGBU$Re6M_8EBo3wk9V*t@wW%Npa?ic5v-_@W!5UF-}scyQnl
z8r+UM(XVZylBfDXHJ!G@vx!PEvrDY3ys8(jR??fW?VZ#$?>JA#aeiMeE;{1u8!~Wt
zoeUh$FFY>u=Q`bmO?!mpzXIX%B|u^J>Os@NOZwMqj9^3zNMLBTvzMC67p|>f$?M19
zDp9-^Y+rJbaW%Xvc7y(pRw~0lyn3?<A_n&21!w$ok^EZo39R#Am+bAPH|6aQ-na-+
zwxT`L)zq-QeE9k6>-EzvOOIQCt0%sMLyvoH(OQJu?N;)t30I4m@=^%=<8AEvsNuw_
z_6Ps99>`;XPLDIe=}8#B7xaao<8RBxicx%d-+3mg;xj`f#0AG8ubE0Y-8^)p`V$SV
zFXOGMQ2JpgxTL$$bJeeE>&LgGj^VdSXmh*nKssJN!1THo`Md_f1&zUQ+LkH6z(w!L
z|5syYan<^=D#np$>&l{MV8A&>Tys^Nm9KT0TQw`!<l@gsD@NMgN=Vdu&M4*v689Cg
zjm4JGM~AJC<J~S}uZ{wb_o&A_`t%pulUcR7PyK-E`#w8iX($%G6Xca`kIjBn^Dv++
z=F4(ev9O?Fq~O#+Gi!HDP&gfr#I{$P)?|*4!%hHg;}$;7@CM^lfYcQlDku;G;Rv5I
z_cKSiTy#5IrFPg-mwBa+N=0Al00$;4r5y3V7u*=AA=GSOv0L^jI1Z3!5?>@=zvEWv
zt)2>mUM^;5W|*uiV^(N3y0CdKh1=CIVeg-EwcwewR;mJ7r&2AyZ5o%u=Xm=KG5eyC
z!e`Mt07J};Gc}}n9XmnQ7zre!(9i)tg)RB*UrnQ2L|}co%qq4fzyeIo9#%qx&g5B>
zU==(!CKmg6mo%x?817nQ1z+-5`e1LaUpP=W2w_eM*ncmn1a>*Xnc)_1-h`jb&k0U^
z-O;HkbO<ldqF{XCXviGK%H?6SzDG?Tx8e79XfzO~DM?wAZTR_9IA7zhQ&eiMUl>Q0
zrrWu$G+#rQB>wCavrY$j0q&Wvf@dqy0s8T_F?Mp3K^)9nCF!GWP2WbbJ77xmXSZ*h
z@npz~miL{Fdf-$OF(j;-G%EP@<d<om*Mgp5H*)u4&TJ?Dx*`vKN{#leJazuq7xY5=
zE}S^bB%7;?ORWO~ak%r7>U?{%p^fb(u`;hSLI?MmMeTaUMr2t?o=tdnSl1L*(-R*#
z6r@Qq796i8Ej0pPD&y;USSslYU&<f9?q2Nf=)|s>yqH}Z;1mc6n$(rwE%|e3*n9iD
z@<q9F2;zd!3nlTX>|!&UNcx~|bz|&0o6IHPt+T>%|FT(tRNi~kqh7I-<ka;qNG60x
z^0#S9nbtS?ba%SzWTEf#OyT|!fdN>6*~P}UtACs-`QP}El6zah;UA_uPYv#451{iq
z1p70sBCmuB$#V}L-PdFCy*z})UgS8j+dmWCqJkle!Zy6e7JLj|g8H2|{z=(JCOeUQ
zQRof8;}izp-(0Zqwf9vC7ggTgl%OiwfMf*&4b9@*1MVc1z7EIY-D0KqVPo(}!^?9i
z^DQ~J8q_*aVpT&?%VUII={do@=!E95=YpX7s|{;<C7ZsXUpxr_eQW40CPra5aA@kj
z;%p#ZN<+k*5T`+~axVyK(<|e&WjCH$&Se3`n(>y-O-d-y@S90<c<^SvYp9B?a<O!~
z85lv)`sIs0td6~34`vb*!w*`jbw^Tl<S!M^fXjvV0R~k!E(wX;o!+o$>T|I!S;q~m
zEX2j~NBUr2V(umn*uFYU=}jJ=P2p|l=ikvW`0B_S?l%__{k8g|_(kYyvAFg<<@O@Z
zV}cJd|9bi|W%J=XhFqi!_`blOlx}zGL$dq0qh&?=+z3x07xSc|=nIqV4xj?CkqY9g
z^|m;?LFlK3PK8-8kttCwaJ6Hve&m%}ih*~!+K1J(k|SFc8$9(~-5OS9`e`#;lKY*I
zJ_2=fF}C1q<zr|NBiyfOXB~&7m6d<V)91{o=$7RUaB-;4bpu=Lm55bA>y7YqvzK9F
zm13Gf0T(WoxW7pE_3c8h&|6y3xp}tmPYs7%P<fJlkfJ#I0Kgxp#)Yi@h!VBw>v7;)
zp$P<DcHQnV*JIX`aAzRD!bb&{k22;Pza|rAo@PPrmiG$#P3;LLrbfk5mQsL^Gm$L$
zl#~2N&OME#(J<*K;5{#27xUp+*1>QE6MAZPPg7Y#4BnTuwq}D5N3Yq2SIS@C;G=-e
z_q9>q;;?bdVUr_~V!vwdCs-<dJzMr^*;1LP3wHX*_4vJ9w)#wI(T*M!o0h7LE{Lr*
z2S0Rz)bA6Td)FQT-a8Z^4m)oDHWX0Mu>4Jtq~)5;=7F=dsYsqLinAFNnO%SBl7(g1
z_B#Z3YAr6GCX7@3;pBKt!sfV&_co~4uE(|HinJkbOZJsc{n8dnW1t>i9aWZIZ2c4{
zX!)Y!KdwFZ5>lI?sp>*jQ#mu~#brA+>X(N_Q%leEiIqup64_@uh4rrpaprv3M&4w1
zo&lEVzQ}Sqg*2!l<2jhTtEDjm%{fz2gjV*qq9&s*<u$Mar^))e-?_U-w-ekbh;YLz
z%ITz?5$x}pB@Ui>V|>!^NEDEn_g~t<EyXIly=NEPlm!@HQ$gm!3&C4bn?D|lAlp|Q
zJB4YA%CK+LnW)tCB3sDc3ia3wwV3gYQ5)cDc%;>g5)0fs;Hb{XDmX4PKBgN2;*!r&
z!fkEd&qx3Zz67o&#GvY{naaC8SE-=yUYko3iiKHbKEbDJyc$U1qyAl1s265!<6vON
z5Xsoe`FThQWIbOh|KrvSMHxX$O`Ccn8DyOD#nSi4vR4G&-!#jkaBnbP5P@;sNss@v
zoSnAoJBQsxxS$91KQ?=~0X6Uzr?$AZsOrYtQD#_&Aar=TM~RXVGZR`JNFU99Q>$y&
zbRqMO_N82EQd(<Z;{J`xEG!W};O1VO#w_Mmn->CyEzq-Eyd`=lQa|Iv&}@HESFLdg
zbSNtAZiw6@<=e|rS4tR1=#8zi@X~1NA@b+JiXC`YTf?~C<m1*HhU$QK92rl?V`6Wj
zGX~r(`d6Rr%>zZzG7;b?g*IP*{-F)m`T-wlkm7XBk@ybYGCO;?!a`mX`a@rb?DvYV
zrxHHKzK4n^--nX~;!C-_L#aS(D_Y@Ehpb5_P2R+4U|5#BFSrdLqAp%8Ge4&(rcFNe
zfT#*&uLCo)GkPwYSvJOMaos+08(MJI>b~xOlSZbkcKA7%i|s$R33?*h8Hj^vZv<4C
z#UOdJz~TvHeyfpAr0<Dh)2WXqPTjk6Y#0=b|GFp>@Wj(zPp9HF3f9i>k98<&aNH{u
z4QQm;+}!yis=4uJ-vb~s8w*A+ow$@Vafb~{e|p*c6Zosr%uF<RbvQ_b8SG5VC6A5|
z*Wpa78*?`U`*-5vO45O@XxG8Z=5r3I5A%~}bA@XK<;}FC)-HA^AHHPTFvG=ZY$)YI
z7h`Mt<n>a$!8&SgEbQ)b;pniHMjpDQJ`eTZZ5~68&irW6FClwmj)Xx-$xNA}qt*u$
z5O(thStk?ngE2H}cB<#7AmX5=@!6ow5CBBd*s$GL`4NjAQ32?rbNnb+h)BCbQ1uCF
z{aLukkid|>7ys^1&^3{%qhBRl#3W4o1MxLsh`?WmrjE6%z_<Lj&cMoZ8s}gQ<}PqI
zoKd^u+BtL20H-GeO+?HO{PQ967|=dj_ri#c>K4P&$M@g$?Uuplh`?fD!+o+*p2~($
zf8S89`i_e`8e8adVDP^_^HRhFj#n70U>tf}*C6j<FO@@L1_XDTU5Ikf5)2D(x+U_D
zi;x%vj}VJqAKI^F-5AY4@-5xM>lvfbkT32fc%UwL`E@5`2z0*&)B*N{LTdEydqbB^
zpo0#gMz?ch^#i_ZfIzALf<jgzdpkXD*er5~Sp+7_!;FNjRtcH-4;Qwj7kSYO6Cxxv
z6*iYA{DGosFvA&wgAYGGlx%lAIZ^^7`aVbiEI^i_jOq^UQ*XYEA8;=?pPPbbVC(I!
zj_$1U8^^?bULX5*ULET<Mdce|aVVt4&2t@}cL(46H2aNjp=Kszjw%$LX(l>UdbE#o
zvz^ABv8R5WX21dD440H#_;FG|`Jb+m%%E*Wn_X;l)FC_6Ln^!1(D;R+UI4u0fmNQ%
z`RgU?{3Y$?JK<mR0A|xRAY%z_#XT__;%FZ00-qn~039~d+^^hZM0@|rqqI26+c=*m
zutQPK?Dw(MCb9UAbUZ501$zQz{9l00-HGIi9wA<I?WSTJAhdSdZCx3K9BUUpVY6*>
z)HO2ZR`5D7+fRvG=iz<Z^vU_$hFERq>I%}3A8=uSFU`Ri-qg(7^FdYnsF6p(Ua_N`
zzL~(Gvn^jA&faZ?f_D;y?S^mTYoM%WZxy@hF{Dw}0uuFo#8C<ux38~nM`riQH9b@T
zxaG-nx3du(!_|_TlvKq23x*&W)$CE>^-gi-B~B&nza{L}LcH6N_LjvFr~3b+g~(e`
z^2Xo%6Q-56va8Cp!>VDh<gDoJ?1LT6k9<T7W|CD=x=O*Ws^3`z{chZ$hOJgDp^Y8I
z7n_ooEJyxXd+>%LJoq#>J6AEXHa#$9_k5(A3c0Oaoj+gGI?`hFXw%tvi7&!&dTFE^
zqrofYo<CJMd!R4I<gdt)fo%I{C%X3b^xr+ya47zVg?_AfjBxBn61qf-d*&P=7T7TW
zc5bk-(-Q-Gw%l5G0!(V0K5lD_180>S3FqRbs;piFyzf?{IKOtJO?fq~Ru3Qkm6@I<
z__o~``)hsGni2T;=N_i)xi7*u4<$84;|G3CYd#Rz8-}RM3bG9diqf$C^;zHKvUU!&
zfjm&Y8`4OIg^YZ|5qyCH?Zqf_JK7<y3u@ptyZTpO{f4#k?EJ}{W6zU_)JNLlnOMV%
z32!1cImVOH8(G=2H-Oy<eP3@#Zn)D&CjWY>A3^ugIST=4(3_}?+wo5}V%lPmv2xC8
z*e73F%A<9>j&tDSC3yOW_48?5BV2vYGRkw-__7b7{IBV!fdeOw9QeFHbF=noVyn{3
z!D`NMB7fB5aHtFF<+M`6AEu*2%GEc#{ISxtz_$-O7Veyf&-Q#Ow~=<CS5{tc-yp^^
ze4pg!SQ-L1DS8W;^@n=iAn=p5*sa#qZ@LivieOp?rUFE%eM&(_`e7-bkRu-I_d5Er
z?9GlIL1c94_A>XWRg+pU=KeM*yGu1K?gP>86G4VZz(GDbzw@-jq}o@_^Pt*kfTGlP
zm7%+o&_VB0MSx3erN+3{;Z--gBSl{7{KN)WObL3+()O4R?<!}n6_mir^SD~;Y?ymL
z9_ulCeu5Ll$Kn4{u?76otBq3w>J68;yCRQ3EXDIrHyKT0hXb=aYP6i@?h?=5dHO&G
z+B^HzFwQ6X{+zk}rD2AOuX>|L0j6;JU(gwMBSynUU>krD4Pj<6?`~gzZXzcbOZB@T
z-@Mry0F}3ij@dW|EBNd5koqZz=#<cGA=7QE#FSwaTPQUU^ViC8)2Pr2!eV2cUthzY
zY{!oyY=BJ@OM2=t60%+DmGiC6GhjAA6GY{7TOp#t|F+?0Boi+iM&HF0e%I{dmCTDd
zcT|nK(dG{AvF#TbvXzmyxnKrfv}<cQpED8$Eb=3xRsEcTQMp85204>Xn^pYwnQQmB
zh5z~C$%Oz*te;V&AILsakgRm@$4lKIi~b~LoZ(hN*;cqY29tOo+6kRX^x4o}otHZr
z*exNVc>&zq2gx1^cFoafZZ@{fEp-0f66U5i%{%1h2>j)4QHU3>H7=8r=_ek@lV3gh
z7F%!-+)d006Zq{ZTJ_#j*B<^-bS>k!?=dt+I{b+1d4gA1f45YjEXeQan^MENs5P@d
ztLe7ZkwuOp9NtnAy?NP<h2k1>0F?P_q_1=oY1I01A+0BO)NlLtn*crPnk|%X)@*3?
z-8NjJH{g?#m_#HPCIk*Jac>I;*zdD-MIUom4>#A4M)nz|w1|b4w_$Xi$2xc2X7e88
z@B{QGn-4BBvd~TgFLpyVK9DB)!$qI;1w`=?3hpD;a|o?8;msltB-OA|(;k?B%s9rz
z)QqvJt!5qdLM(|pOMDNwn@y={DCS*tzwl3!!!sA5RM>)q<*+bok1pguvG~e*%NYCn
zi~G+d?jmMV<KORyr53lxd%_|cL&&yUUJZ-uV;Y#(@T1$YdS^)gr-5v&IigSzx%VnA
zPVzS_U7pV-i&FQ3QfCe=8*bMmIj=nNak7o@`<{_iDg^#?e?LvRYE6KDijMd*Qgpig
z5ei51CdNve<3eVU&JODE>yh;?J(_v>xo7mG0=pD$6eAF+R0<-gvr0kfPr=_MRjQ_U
zfJc$!&yItZRIg7;I}&;ne5IMK_4IU0`P{}>i`v@s^jb!yy(^Ml#mCL^J#<+WR<A$!
zA00gTKJXM*?4V4t@*nZ3Xs@7%fz-h@1C`fDxW<t(bMf@9kWTqP=9Q&1$cP=#ljmmG
zYL|zi>nwqJYrFYnTn&L=f+x_8x`f)Fw89{oe&RApEMbUOkWBoPH<U--ObhP$fty^Z
zCdI@b)U=t_m9r7P0;R|Zq67~e*HZBocd1{3IlDW%Tdv2X>)$xr(^#(fiU8EB{&{2<
z%lg<;e|;^%$I!6U#mcHTfTz6#J0xi`6qPOg!oU2FhQhpOW6cGdx$R_{UGlKUyP29O
zbX<wUi|jO&GaBSMn0za;ZZr4QrP<XKh2Oh|xaxKuT(V#}WZ+1%_W8l0msMpL!N*4N
z8}y0LZr=|hT59KodNI<q=J0CMqTEY5eIi2QqxXZ;IurLuDuII<hg}XGcV8TLR#O?L
zy8u(_Xr1!SdMUBJ&gif@Ho(Z9Bi5N)j7Ld!6&{MLah7XyfBgIhx)^+lDX8{yV%x4G
z=sk!l_(rX#)%1(IZ%gCg96%Um{7klbCBw=5Dia@=o-}c=?P3D;hQq}Jmd?D!_HlA)
z+X#BZX>2l99xN`ZXJartjH|T4g;&Sr|2?06eB;AE>g!$p<@dUOIufm~9oDuwgxh-6
zeW{5Cg`|}!DkM_|R6$?_j0UDu8coH?(tD0{{Q9in=Yk=-ZLmt`ZL5DX3tn?R|E1X&
zR5`jk!}F}Tj9&{(Ep@9~g@aj)0?SLyN%0;i5RDWe1G%6SAo4A1=Mi+;<%1w3S;-5m
zKog?<*;%JI$kBX)SQzW`<j2iMIR7}`R$du;sgkp~*zR$r0$akea2R&QC@X2$3Z*BQ
zR~Y43G-tkgbWZoy&v3Aqzz*Cvu&6X-Y;%;gd7Dd)g>s%)50n&|6Zyhi$#&AMjm)xJ
z@_i25aeh~*eAzjiGJW8I$GZzR<HIi~UhFmt=EoXF`ri4tF}jwrG<T|z@rW_lA8ZJO
z*!gZa<C75%rBib@jAzdeBy9!-rz0)`7*oWG`0b|FW5+|*BsmF2EFn)&aa4LzMO5@!
z5fwAW55pl@s-x{`&DUM0sy&wcfh|u$&9}83qRr^{ktuUA_4)l6uTt1l+3J{?G|Ita
z<0T5xloef_#+Gi%j&!7){eA&J6*xXfqW8&J)?|GCY^YL-vs#z}dI}@iF4G&%gehNn
z2yy^Z0&G*TqM1V|$JI~Lnz643_niuCzm|~J<1d^wVQ3DiDz>@Q2hqKwpZ^D(d=pUQ
zGFg4XO6;QV7y6!Zx}Tk7Vo0H5NOc$^)K_OUh{V1!n|mr~i5C|OufF8?L;S~vw`(8v
z(aaa!-ah%jrfk-)py2$=M8{;ay>|qX)ns~P>=034@6QUAsZReq2f}nwbhfWWo0gO1
zXVac!+k7ov7?;4u;2TrTdVadqYKJp!Z;DuVC~V0pCB_C$-NU@tEOrb#b{5%ie>Qz;
zm;FZ4t{+SlB@kTtf$d{|ta(kYZGn@ySOIwl$Y-d|p?nK+XD8oW;L&5yzjV}Mh`qXt
zGCJUNbI-0XlLbdk{VJ>3=$i=uE0_z0IT<A>B?kFA5^*k!Ip4^8^oJw(X_l}Y3GOkr
z&eIxolp$!_A5E=QG5J<wLHSIRe<6%&vl4I7{AzDx`}XvS8>#2}FZQRukdL|p<eM_j
zczDp^?k@ECCyzJDlbZ+o9kL(y<jZz_Qc85nOd6Jze<4*E>h}PXFMqYz^J%>H282B-
zvrfNZ*Or4^TV`z{4F*s5Rl6>Hi92WXVRqFs&`;S(qo2H_LJPPhx3@_&VqKw0^(WE`
zgL%;IuUnTK@%NVH_AQ0LVPV{+1$4@i9h;`2W#nCfOSSif<#}ikbE28$zCn|5@Nocj
z@uG2qBd&5j_nOQ-<@@*UedT7R^R9I08b;6rrBqO_K4Q+^wsm>iq3iur@oj2A+XldT
zWF)0|+8caU@g;I`Qgh*oYG7k0l<Fg#qAgoxg<l8}-KfF-BldIO6@eg2&{~w(=F*az
zO2&8CDN^oTu8!PS+4;G|EK$n5gAh0~HIwZHK6obDi^x+a;+!TU?>T=T5O`H$iYnns
zF8#jiKQT93Cw#kUPq~fYgJ|(eDE${ZmEvTz^`Y`fUWr$BS6Bcf%ReRJQKqcUUP4*D
zr;qN_x<m_bYD&+N53h*N+_}fWd#^0!zLMhQd3?#^tgY3))_UbAI#7Ec^^CiVYUR~C
zsnKi5;akzi(4$(8>U)r_5xbk>Z=de%Sk@KQm04(l9QGOgar+a7Tr=%4&e&*v?uwJL
zT_#2Pk^wKTQP1AX9z8e+;>`v9^$vQcLeYMPTPOpa;j0|EgZy$&V>ds)saGgVfWlle
zSC$nH9LhLiGvdS7j||1%8E@InKc{hOY14m)rw6FUY4r=$kS`s}Lz>#_1^}w8m(!!$
zZHc;`aV;@ggjL##iBKOa%X)~2TatxPi~6sr+SsahF1cy6`r&o*23n#tcIdvou++93
zU%2>xcWTtn*{2~+Zrw5~BGlC9^39Od1Wd^ly?<J)eSeHBY-o>eJ>gzW)(ST8McZDu
zIBgv9?2KEboQquaPLP${{z`Q~906=Vw{2P$KR2jDIz-ZWF|9aZdXh$oj-u*0i-o%@
z(A%k=sk`Zt@4w8g&f@}4M4mr(PbVntI9g60_qswfne~U3fJWyUJDoANc7YMc`1Wr9
z6fF-L*HViRt-$*dKV@WPcWUgBraab?VDyv$2+A@M89}l86Sx7(@7-NY&fko*dk&w4
zWVPAq(hQ-U(CYNF>XX%m(!-`SB-sZ0q~Pv=TD4T%Lms??%b|x2$`Bx8ff+jUZl#~0
z$_Z28fIyro(wBH`Uu`9l@w_9#ChqZ+d@JIE@wCj-6(d#?a(jla2Ae~Vb8)j7+P8|d
zn{lYcJ`X;acFN<tkL>oPuc?^Nu1V>ZCd0Byp-{CCD%H%Z&ys~Opwq)p_kCs&hLR*<
zSulN7&2oAt4%pV*#KB&serab7?CfTbUQ_nTkU6IvU$v*WI!D>CW1@+UprrLk7fb|w
z#wK9o>h@0s>=#T(yl_Pcwl4Eznt}Wmq?p6l<T5_Q44^o`UgL{hRNW=~*@>$<0cO*d
z&|845dGk&*4Nbw^-c_eM$$d|HPl0yG81=|+%U>FmQvWo~0)8urG)*=db{wVIw*iI}
zIH2AbtMh#5Rxa{wW|gh8SCqZ3mR@8+nV+1B@SiP4QVx8Ysg2kF2^Rb6FbqMguEpQY
zr3jb<UB|PTNv#D=TvTir&Z)5>{0XD&WVu~K4w+1@9Q+q_bB3E$F6H7)k`+%?%rWU(
zH1b5Gr|uILZ3}<hs4n>pt?7Kvjkt*U-P^rp5x;vvR0bxQ_PtuVkG>g*z)NmC*HK;O
zIFg4^4}bf7Y^Setl=JXe^Cej7rpI_83+JXAsMFhS5ft{BP@b%JKd`scRECkcfV^e(
z$z^fmk<{t5gvQ=SB=-56I?DgSVuo+`yf4ut40tpL$Bs9SZG=0aE5%ArlNxzGJR|;l
zDTln5>^GA#GF>Nxyd*AI3b)Vpb)FP{BQ<0;F8eKhPqKa4C-I?(Ma`=<K@t*Ke&odM
zYNXy%q<@>`5npv<)DnEa>af4}t-_V>Fk>T&{v1`-kq+<-JR<CeRz>X8TnTjTT~>Iq
zvYd@c--AC<3GtDZm5&;MYAtWN)W76BVbdJu|DRrF?-JipYRoG;=5=GZ_}`mp&v4Mb
znH9>s@|?S^bFOZ7ge$5aQMc&|vXyfYd;ca@#*11jV&+J8@^4=o3#FGj*F0KBzW`c)
zg1}v0vtG^h?6Grey2{1R)Bgnp1S162*M-F83S}Jvb}_xr=1S+%_XSC+stnn>M=R!5
z=Nm@z^@(mROQYpTh{*It6ub-Q0eU|zEq0oR?#&6?I|ZngfUKC|&Y|wTHuU*phY(Cy
zf7OH#GpOtni}(>}BOx+tfX1aQs|D-Kh(qO%i~;2q@W)We|76n=k33e=OxT)X<3G?c
zhs5<P1kG+}9LXv}n+TnkmsD0Zq9Ht`QleNq6=b`W?HpksC>wwqVc;uNSD5mau#k7E
zH-2>6^Vdk9+=-{vCtQo~%*AbbE(A|e45R)8`$YTf__e#8Blnd0Takc{T}?^&Oymon
zu7H3Z#nX#s7V@3Ox8j=09;&sXZA7MA5a5HsnZqE(3jJd9vGzh-H*;65GGv#n^^jTc
z-vP;0_}2R)Kfl>?K-w_C0?LHm9*X7#l@)DuyMkfEkkpl+;9mk;>6cOm85(#x_BV&r
zw$VoYThv&OQ2;uQm9S)khuyy-{d58@B?=7N{ZV|cTwqz|kk(9Uy5P_&Hl+YnHq;C3
z+xf?6h+H%7vh@20G~9Brt(#|zS|pFpxxCD=LnF?m4D<>iJ`V*&>fcI#mMAQAd;U$|
z31IO=S1kVFS4*Lo@0nRa`kAZ(!qm{<0t?=ZvYJ#^$3&2`zEFTY24NOI-`NVTc|QQK
zi6(c_TN457Q35Tq<DA|epOLE&S531!MOEMj!B|o33#I#CY05&OG^joRhFs@(&@MNU
zEZdRC)tpJj*2XhC&Rvv?NJNB!bJhLi6M;!hVwt~Ure{u2kXE03@}dlja;AQ_hV4AZ
z5f}(+<fnV3eT1l$08)Q^aQxV?n(qMKVSLwje)%KWWo>cYAFao=+L`35^Y~`peQU4u
z8OqHYXLx+)=`yb0grvy^Cmv0gi1J*Tii_Psi5C6wq$>`Xqr6L7!h_I*s*CBukLlQ@
zo-09;v;4?GZ7rF!cT%!qCjK2sOI?!RP}$d8vv%=k$sb!hreD8qESQVFIF}!EJ6E>H
zsOZ(EE;p`WEOq}_7{fsj6qqW>|NbwCvm@`R^0Si7J({(xrN&^H?UsE+0}tQ3>diZT
zl=Px4Wgw8l+4vy~L9AIqNo3&LQ~@`xH1KP-cSag5@Q=-7-2MgSqm34HV&03L?)ej(
zFpM_ereC#evtr(t*#{k>WM*%z8*D1Nim17i=jEmk@zg&$hlFKq71#o&fP3P>*?2`&
zeGBNhOPwCQ6bPrseS|9U&SW&)l|uZL!5-E#g$?qZAD2(6d}(bCwS@E&{x7lq$FTVU
z`_Z*gpCQ|)amtv_N55EkA`VxA*J*}u<!y!edjDL5k*LY`VQapx<thGn`WoVk&kB$Z
z<G&dbwPg-S*_ePfdb^`S*ZX>DsPogc%$T!PXlCnuFon)nUd1}w5VRUw3+jm<V+gQ_
zYWJT=6`&PULm59QloWQixR!d+y_HQ*gwmD<F9pM9bGids1G<cg%LIqn^t+SyR4R(J
z&>5!GZHF&RPJI|nd!v8^1l@okCinIJWNpIhWYu(vemx>w){_YA#9Nk2pmt{#Zt=Q>
z6a<Dpvyxa0M=EM?dN=CxJ;P(ewk&<;(G-V4pt%feo8w5x(Kfn<LC5>{L+_-7L3=Ee
zC^(XGYS7->k35x})UxghDtiV%j&$4V4jY=>?r|Q-A|JzU;vIS6b#4ypZQI%QJY!qz
z8a?{)-MXeMsaJp16+CCNgK~x<4$#?(fhFCa)u+k%bt4SPdHsWtLn1wDn`S{5OX3=r
zr^ssK8}80n|B=lwbPA)bd%oqr5X6e4*>7MQGAnO*4shwANDKS_F?z3H+_vC5oVzqY
zJkI=<%1|yY^ApzXpd!3cHe<ufk$5czo;AHe7?1t3{I)q~(6BML5bkk)aaVZ)8Cvb~
z>PoT&u_VWWQYl!8o6F3wJ;fhwUb83vOcwwE2B$qrk~=$vXvOb(MI(rrC1WaTW&qT<
zy-HmRxO~BCmb0B+`L+C~f&kvf8-WqCE+UG8ErJ=XP!@+aI#F_Igc}=PSyeu<>sB?_
z9>{*)3G8JnG<EiXb{SoZWAZI*X8;0A2H;KO8||O-7#}y_0JkzGue@=fChQX!>?I+(
zN+*K6qSyfJF1Ll#{z26GkQi#%p!f%XP&ulgpF=@INBjmg_$^!`r~1*dNEggC-*q52
z+0M&zd8+;$l(n(z6xcnkEC`mMdL|mRu~UYVR~lYFH+`D0*`i?LzOD3$KJj_|s0uQB
zduIc0I#@Nn^W%I9V+p^5S>lCh=TfYuOfW5iy!@jZ3q~I9aW9OuJk@)cz$mBq9|q-t
zph3+0Bb}7T!%9@a%q07w<qe_@dDL3%9$U-LrTpx?ZzvCt$;4nFEw#6<P8h$l6&oTY
zbPD2Cn+^5Xe2rApu}@E3>ysIh*cZIS$GeM`xQ>~dAzEvA>L{32ou#_s_vS=i9*5^k
z8*SG6nJpHZfA7lf$E(uW8E-w)OKWW7@+*2Gq|e^VlR4WDQe=TH4&4cY&a6e2q319#
zBd12r=&(a**fOUO0yGAIA6zsf_ek^IE4>qQP7tPQx(F0-NT(N9o*E{c%c%$d1`Q(K
zO;D7TGW$A6NsZVfy4_F>0dAa&T$&4wzQ-a>FYT;hIP)z}9M})VyDX4HBgl9u7u9s#
zA-%w!nzL%p(zWg6zuk!5_DVwpME3aq^j-{^1F(yutdVKVXj{9Qsp!(q?tf|ySjaKm
z801go=_`=4)M}V4lvW|3%h|C%ZFiDK&J#-87FJK(rxzV7Au@D&i#Jz}Hzncvty!c>
z=JZvY{@-id27a62ftAH9mr@qyrRuasfB*h2%u}(tTCU;6f<c$$$J@%j8j@!vWmM;T
zgfnVHlqgbqTA@3{au(?c-)WqwZl6tF=ObZ8bL`3X)gx}sFS+kXc-in*HgQig`%@2<
z*wAF=>zcfW<T3$mF#zcWzyTGPimmKimd0X-ZBLOJ=@4Y~`B<Phv&A=Y{ye%mnKFT(
z=BtmY8k#Go?}MKU`Ek8I$87*}pkbL%`DTCj1;hQ_dK}^R8jXv~EgNa%?Xa~l$NqsG
zt}$wC$&-P1g6`2pS83mcUHjb<Bv~ogMEgXl)d7M&hn*Kz7B`O{d*5<r;2ldGD>HE@
z-lUTWr6D%y=2&>N3vm_CB*unVH%*ieAb}ifoEp_$T$8jHUT<}<e=plyG-&@YXkCeV
zpJqUPlyFDZLG*x_-}HVEH8r!t_?Efu4?|cOuDXqju_lK5KfCO+!EXn`e}ir4lTuz0
zztH5?w4&<FQN#>;^pnzIt39WQeZk#9I%plGDXYUa%kd=5R*4{KoK_JB=#`G47I;K5
z7T!Mr5Ja}&ZrXardnRk@BjKf&Z_Muy%o_KG!^^%^+>KWP*Y6F1C|oZZQY+n({<L7V
zs%UL{h$!;Z&m#Ryr||;*T*r^o%CZD*5Pa^#QnvYJx2!ep^fW-6<M_JVyO|x;0L0rx
z>ESIN$)SCZFj)s+H==!z2ZHKA&vi5``qQ>pe3U}-CT`DG9MR;rXFb~d;MIGFEc$K*
z8SV=x+q<qS+evc{&l{#TI=a7dCn>7UFA(NFLx6fR3HUek{r$I8?dG1_CDcl1yp0zo
zZMVakWQKy%r>nkwA3b-mp<es8eu-azfI-57k#`U3U8zB8i0RW&9LnPb++}hj$W7~o
zGJKp5H}2ywb^6!%UZ!Raowu_<_Ea$r7}WMvfI{7S|Mi{vmQ0GvC%3#8QxV2zlS=#x
zu4OQLC1v_g6Z%w%Yt}fnvpbobVm9ot^pFpaUW$Gck<v%4FV;0vnX<c^R$h1ajIN-t
zz<x#_pScf7g+Zcq>J;uW6m`L3p3O7qlMuo9{a-4wUxzL8=k)#O@Vj-njK(kWNciG7
z?|&qnhdY)3|HqG!QC5S<EJ|f>vMVd0lsyZH({b$W93wP1R;a8Bk#(}p!NDQfE5xym
zL*~Ib2gf?b`Tp+D_4^0Tb*_87@7H)fA5T7f<%nnjx`6Y=mR#rEgPtqX?AH6|8dZNP
zB=+zNytutl7p+9>l{g;mN@1?TY+p3aT4!PocY3{3@h;)6N5=D{h-XUpH@8`ohSTht
zF4Un@O!pkZHqa4HCFRiR4y+d+VK3;^rEyy~c^51!*VSZ}{Qlt|>GYmK<p_2~<I89K
z5bxMl8^~t@MRfk=SRH<$s8m3-;%?l_@(`=$&|nf^Lf_S+n9In7Q1>E;-!~%WD70L2
zbRZ3S3Z+}@XledJeKvZl6<KR4v5(&HMdjP+jr3-*S$sO-;B^oK1_(ObEKQ=Xo191o
zza2D{+|H(;l(z^5{3g|_viCA}n&$b26d8mYe5OnfY$(uSs98mw^}1j8A>gG#VvqrA
z!-;T?l|#*iPxH+U^fAc)KrIEm?jrVQ&K64Kx+`ccc_a$ijMz9|d0PiDRCnX(hbUMj
z`5I*zYwg%9cWGW|jctrVWg$?cs<OTrAJTUM?`F&7rw3{^*gfF?8~qj)#MbR$1yzPJ
zRGPC!9PW$UlZGqF+NBKUA_T>?mK&X=27*Xx7CFwj1{b9bwyvn%y6QB~GCZKhWwI(7
zqQS317+8z|!!VTcy_$s6SERokQ@buW=nk0Dn&`CLEEA8%o@+mzI`gwAS}9!tS4{?q
z<ZOlP!~fD{ywTP`q%Xa1l*E{m)AdG(PCZ+SC5U-S#PkkpDF_Cv?O``OHUf|KY(g+C
zC^WquaAJL0wscFzoHvDVcFozIPt~*35S3%i_luU=mAiL%aUPnGW$EY@t{gC@$X3*Z
z)%DJB6?jG!;)wYJ(uo#&{@Kq2QnHMWf>wQ&J;C{}`=rzBPi0QUsec?Q(&ArEo)r24
zkDMcS&X?Y<sNP;7n_2tecHIQNqtFS7tpU^P?TUgPS&tb-0$y{-a}R{?J|VuF(v84_
z;r*Vd&+60D&=SKugQ@~tHef&68vS+N-1N)(KLsj7<`9`HjH!W0<_w2+0?hd-;^kXE
zUIzP3PZ{#M*V$+!?{F>TR;vr;0y>^0Yro72oW;b@#7?#WWTFWL#Q|YFW6SGd?nohM
z>;UPPj<Bh(i5P0GfkK~%*oF=NYFhc~=W*uyrwIRp^W+$28S0l={wkA2&Bp(MJg4j9
zb4;M$Xb|dH$i(`f!N$3)+Z#tC@HX^`Mgd36hg#^>2f_nSpigphT^SW&pEmxQRC(Da
zChVEK3IgAffqwJwL`0H>RKrCKEgnUrbUkTuNpWx{5eA(A`OHDYj~k;dxIItk#HnGC
zb*r-ji9HFn#ennCA%k?)O57+<?e7kmw7D9>toYlypKWUF3mnvMJKNipA5gKyyEAi;
z^<A^p_eb=~1G%OSe!FPF1J6teIer09?oviRzA3nDb=fH<CMj~VyYCKD_bWH%{cgX}
zAg_bd;3x>R7V1#!9v=m~h{zMx0~i0hrGgA-)x{*PbDmm$ZDK(pCqXJgVP35L&3iYe
zPV~DUrv{`vJSY#>Y(XFIZmf{P9FB2^mKZ=VPmDSWk#;D0Tn*JQ>|*8kG}|CK_J`Y?
zjrS>PzEJAdmLAhrEkO2JrFiG58rDga7Pa9L;$DTB>h3=RHhOz1qepYo#*^H2XSy8J
zg+ySk3`4vYqJJj>{e@>TT?Wn=yIS<ma;)m)?r&^Zc@BE)9A{!Mukd?5z25JL1fXn9
zJc-DY3jHP+|4b%HiOlZ>n)WwmpU?M0w}$Umxf&;Wtp{NIc88rm@h@uV<Y_MRcfV|r
zEwIpz@ZKDoQfsua0bmAMs)A2PMZM@l&*Cs=2Q*J+5#ftyL4*<S+f}BnHg+*mS6G+A
zn0Opw^<8NxRZ0_bq}|+@?&J`z8{zn&4!Dc8CkKYL&R*~iH_2xR&~tWieqxt8Yn8lu
zhdV6|<A0XXsE<c9yMT^e@{Qnkd@FI1Syg9GgsZ)n!{GzDpc`Zoam+~=)%54s@S{1O
z0HeEGztEz@B9LM~*-rYiQhUX%-!Ip5W!O=4c?Yn#2H3x>&lrK0m^#su<&MLx&8|5B
z&T5xR)Zdo<@>}u-g$mEP@ExgPJ!0H8^B{Rveo1AAvkt+k?g>7V%qTyEIh*byiz-Jb
zD@EI8r7{FI?Sw9~1RIsvL&oT$WO@@{^YLS9RQ_G1hJUVi7?pC}zKWLUA9&wZ6A(f=
zGIeXEwE3I>X&LemJC~E)16U*qT1Y6v1Y<1#h?9#<@ZX;Yw|^@Z@;!`eY*>#1wGD*=
zSA%jkBiiAh;1-j_k=wcdfe;1#aaQL#B~kBzQaqX@moxhKk9{B@UTh^3e^|RVo_SCr
zaCV8Q-gwC3>q$#fj88Q+dY~KHSIBTAVywN5pmqOy8thnJ-)ddoBAaeQ&HBt62uyTv
z{iZVUVdriqW|@R`a~QIN7&6xUW)6*6s#mvP<aq{3+@PG^P@jCApxXP0#iH+yn?{!j
zvuCPtY5f=!YbqyMXpMW3QBzyZ7Zn0u1!y5u>iF8LGeGW4Ty*HB9+7Ne{!wJyNo9?!
zN}@h6mcL>k-f#|=YRt^2(3c<nxAMZ+$u73CseVL7%EiG&&H}*GaB5Uq3)g7S`1zRS
ziMjJ}h>yC_N7kIUx7U(CpM%cLo}uaS>*Iut`;HNDlF_%;cU|Oig3*JTUJ*M}0Xm+Q
zRe)yP>7>d_vD)#r{Ihlr4CdmWDE97S=e?9?<=%?s;vemm0(UwTNvjk-$D}}^kWCF`
zTDF<Z0tC(pCBDdkZ50|?xa<Jyh8S8<@T9d?Qt&duH)3^G6fjW$(C+Yq-%ZIi1EbUJ
zu2v{Y{#^@;X3)9+=--Gt=S_3)O*nYh+-FS4s1~lJK)T6C7YD{}G*09YFKEX=YFPUO
z*clSdPqt%nlVZ6YZG=4+R~niS(?kCQnPo0ZNIzhc<d^>XMkJSef6zthNgcGMB?$Gt
zux6~Um)!W)5NPRLCQe(p?~J*rDOEN<E;mt9<>4%%rYz|VAO7XTaY73ugIBfgEJ_z!
zg~uw&>#e3=-WGM?{bpL`R9Q2M&&jY}&*f{9+{p$X(J?UY<=TIFUgW@jPCiC>ZQXv@
zn`FbO8?VAr+GLUptwPt7+O?LZr+TCOE-4reZSvpF6nrDi&7r=gogzYznQ@@N^MP2N
zki*Qq<<jY4Q}FT;a_6}DUDm!*ST6eZ-TW_sOt|moxJr;NnFbNKcUl*{wmdtm<=~h1
zvwv5HN=?0-C`B}BNq?z8C=HPEN(*B;JhjC?Irpl;atKjcyC19wh7@o^**@4}1Gf`}
z(z1dqSEuUrqV%3By17~$vTJd%G9Az5{)I^<IB~82`?aD6b<521Eh><8n)G<Vn$DkU
z!SB{1rtp2;e;q%K`5&k)igYq<eu|%72}mkX1JvrcJ-UNw#o;$6^T@h%m6{ml$LYZp
z;GJ(tLJYAcOkX9LGFcH}4@bE_mS!+Cws+i)SS^g{rJq^XSBXU0hwSXkpi7iY>kET$
ze4{o%Bku`(Z<pWJv&(7KclXTb@vC<&5fQoao5pi~ZH^-yW;J@e?;|JGL1^YA4v}*;
z^J(!x8e%U>Of<3GsH)*!?*a#GP2RYF{W2Yno6jL@4hUK$s4g-T@VB2e+zf0}$VGq%
zh+k=sYUVXUx_Gf~Yq-Y#1mOh^=DMra9fyeZ$oviS)?B<*W>H06hK3Cw(tIE{ZuTN>
z;4FiF>Q^V#r3-~%uDn!{sr_5;QQpb7K$*z}!oep+`FZjnX*M!{T7u=RTQ@iBoLjA1
z(Gw%iW+mI|MFx<aQ{7%{CW_$j;PnTi{tI7R8#DyY#SEKY@*BIYy@LvW&9@xlc+Y41
z>opU_jhzxrD-(_OA#EC&$@+B!@Wet)kY?XnoHlW{6Uy=bg&`$Eu!jNbqH)>wiLWCS
zz{>Z%bf?eXnW}sz(bQGk`#;cAAzsvLCD7pCdDmP<9eB#W;+4b|gD?0wyWXFjvR@@I
zKAyzP>)|&5FLKAlA*BylsCt4=KHUFAdpUwwWDm!c&<HCn7SFcpe>)2_eehO%Pl_xQ
ztGm|-iDQZ<#8LNH^L;0KSDO8~FMt0c;PXiNwQJh>tHbxOX-TC5+Inr`n#LU_>Ko%Q
z8Qp^X&r%jop}_78I=p8yi&ZlH@zCQ12QgP9Cjf(0myD<Uq8@lVNcA`?Nc=Ooa&I6>
zLxYV?*V<bAPnAWapVWg9)V_1}Ba4*}BuG&Gc#h_^#=Pvk?Qpn>w&48&w=6Fwx8#rR
z<%-M33?I)U%2R(YmPji!Fj%|TS|#02dgCKtHEl4>cv9Jzc%YDhP*ln{2$*}~IDvx?
zo(_NRJ1z;XSeZDMv-t0@D)Gr-hYEIx_g?MNqvfzhJFIj+bX8~@p6wPp87Ip*6<NzA
zkz6B(EI>l&=V!nBD}2y>P~bU0dw$Y%g5EPDRXhoXvt)x|1zYec!f}X|$3KhBoT$=t
z_8OkeNI>JNM0nW-q*t(MEb%Qua|V+2pX9Z1_8Ic?us#9ol?X+Jm>5TbO|n7R2*J#n
z2s6FETVIIkhgYb48zpSPfdg)=1$jPnbmNI^d}?_VDQ;P&E><51R@rBUhp6;gaIM};
zZsYs{nQc7dM@pj3l(q{nwp<Af4=+LvE)(!L)4liMQQy<OdQH>6U#qD1nE;$(x(jbl
zemQ{VsWEL@u>mQL^ddyu8@>h5@xaDx)dTck+^NYCb+pN*dCb2i{3I^}LQ|dDU1@S`
zo^>3Q117dDcF(Dn>C^ZX{p<~@J9&uTQ$yG`XxKc$M!XDc>HKhiEBQ~UYh=O4hDq}%
zuBRGI{1Tq(8k)a8Ok0NANzN3LmM9UVzP$Y;uJDf^jm!Xpii^`LQt<WtV%e{OlHDJ8
zRNJtj97(6flUS$jq*zXONDX&Rn5>OIXiC#pK0Nj5)$X6#h$!{D3I}e)gA&1AhpCxw
z3E3%XlF61uWnf7_rhGiTmQ3Lu2%Io_+Ly!#NF^=5#HEL6+Is%UZ|qe3<s~x_nArcu
zRHQrg#=mA>59@9rj=*8_g3gg`@23BO3e@J(ThND1#TPTb=Mna*uyWcV)I0qfuSG1w
zHUh1}QmfmTqgnjJ+IrUkKKGS>A{vm$oSe(H^BFILlJzb5=TjBhKpDXFk{XwyJK2|C
zjdwy?l{rDMv<>jlhixw-E8trzN1a^ja4%&_H4Ht1Z)@vdldd?X6YTT@RR4@Fy!#G&
zbT>DHNELa#^<{g8%h{x~eb1VvE<woN!lRd|Ax?c%!Z6T%onAAzq2+(6l<o+Zhbxh?
zv`odGV7w*`^|~Lii+&=l!7>Mm3e8l$p$h!NH(M`rO*cYHM{#}}i6~Z0H9pX)`T_ka
zt)MG?-7w|4jk<KFU+!Y{{6X7^Qh~z<t7!n68%dWyM`(t5kB0a5-nZWc1n6!4eM8Mx
znR7Wr6m1boaowyX2K@W6FQk5Dg<bL-0I)M+T$3U#+S|S5SXHDa)@*4E)g%>QhxRDO
zFNR`*fikxAIL|<O(p|l$XSz}R>YHw)o;sOTf6(1KJ#6^wGpEQ=U&GTvF}EK8y#EcU
zjrH55Jfjx}HKg+3sLJwm(;zbb<!OPieNFM!e<mcXOP9l-uf-cTP5riCd4nk*w-^MN
z;@Wo?S!%MhM;KPzd1v*-eEZDxhkf`j<_BbnRSW-&h1fx%`9F{r|0Iy#d`NcoT2Cr9
zykLL<X5%y{oG4R}TYgQ#n`>e^ae4l0H-5oLy&L&l$);}dH;P6>m~ZK6Jepiul}zqW
zL-^~rUqijKG?9esKF!;s+3D<OA%@@f9n}Lf!{&oEovt>W`CK8lxZXCQR1F}kGZ*QX
z>oZ+w{PagJhx|DRt>(@udCRy<9n$)R)5@Ue^B84pt_IhVj&t^`LZQWT=q-W-a>!a`
zqotHp;%X8^ikjS?R|1L~leTb{XA=<nye2c(?=$XP1`^^(0x9~XMYpAE&@4QDtOTQ7
zoCp}|_zbmWS~;-H#j4~)mnPRsaQOS~ui^3KrH*Hh)U?fY5*dYr{GSF;8H2?BLKc<`
zx%(;}koX@Jq9QJI{8&w*8r44;@c}r6c)}cdbo~G_w{&WawmS93a_>+ovaBVZKkDn7
z6lX%|_q@t)82;LG^mm^w7GdQXs}i4)+K!l)?+|9uSe$8?f7ko(QjXs^w)-2+>B#3e
z+kzFy4*~S$W~9-n!v|#J!jC-sv3(V47kiJk^YSPCCatxRzfF5K31+cQKh4AibmNP(
zl3WAVxS1OHwa)fVGy$W?{yp@+F?+k>5h2dK5C6gWDX4hvOB<#EzWZ6n*20tN_kARK
z9;apXuwHEn$oFRux3M@3r~p6o+{qv9@0UFYxOKiuRQ<W$vwRD4uANI9K1J)r*Kh2e
z%2m;kF#M$;QgK53b+QyNnzzQT4C`3EVDg*plMey$DjJL39Aeb~;@SK@A5^mLM`5?`
znFK>#Y^}zV#+RZTtZA3z`Ud*1#9DCqvO03Cq7>4T8!@NHH;!MC_d@CkD)=VLka`T<
zC80oeoh}UZx$&r7Em1V^mIer+sICPWV$;xB)Jgd#BWU&_eMUdl3j!G%NZ%o`&=mTs
z9aDd#uL@{soN0Yk#buMyQi+7?9AGmhj>+V7gRcFtqp_1?^2o{<pO~(QTfj<S|1;kJ
zw0LfiPV){sI`lnQ!OG$j5AEZk=H1v3UteQ<!|Gv_v7lNjApDoZ+IW=XHSwr8v+RBf
zJpNrDbMntp$Fw(-BAe<Oy{z9=ckZ5E`P`VoX09$lvX*Y+;u;0r*6SUX5F6sW2Mz`b
za^)!NcN618cfxI-u9Tc0der}K6pE9()604r6Z93nF1!(#G%}lX3|tl9fAwxKzIh=!
zX_i?l->-IgQTmQ=KwMf|*Zl`ME46_7{M|Zb#(M79B~u%k|6d(Ho((B@4l(&u*w?#q
zhtc{Wyh)L}DmcGcG+4~&>MZ7ch5){?U0usZ1A2JbRerKZpmf<>tDMf=QAvLsjQT;U
ztv##<5F^Br{%<oXpN$9lFJU-hzDd7M?lWNyUQ`E=U*)3i9PRhS+S)}<8`r`~5`nw(
zpVu;y$V(Lk%Tjol8WnxVrp6B<ZT|;)y`lbWf1=4HshhMK+ue1gVNmXlHiNCq!g<n7
zMcYlh7;8Eg!#rJFYq3NF$c@Tds>dHu<ctcV{zAZ|CRYp^z^8#g4YEXTVQ+4!?ub?`
zebgwJU?j$<&)*|i%E2VUYS<_otSID%Is24{b*^m{k$0f>gE#vZW@fo2sg79aE%hzf
z<oYEW2e=Dvy@K#Wb(y0#$yJ>e65Dn#1e~wLO#{0O&TFKzLw3gIVY5tbOyUCKCCCTF
zCy%q$Jja%6sNRaEn8zD@H4^~j6h{}_@`%!jNS0lYg~)m&1RYlj&hI&TRxim(mJX`q
zggE*tj0u5^c2CXW@8ydYc}4J;VlYyrk2G@JWZ&C;Ed<!fB0r7HgnqMgyA^b0h<|G%
z?W*&~w#BdfLV@aJDHcA)XIY>N`qC_b^-7<Z9`5&UeSg%#<{J*!sz*p^o>UI@<z_4Y
z{NSw{t~+)DJUIKBQJRm&s$|bs{cC=QPaIw<<D;bYbCWY-@?ZN0I37DI2Ya%5xz%w5
z^bRS+a?dfxbkDI;VttP~pEf$5HdCNkXe@oY9(=6EF-HJ4qY)cKx02TF{r3xN&*=ky
zTF3m$cY1@5Gaa;^@$A5P6hX8Yfdv%<)8E;!bG4o?J2>Xk!-imP9T)s{&koN##cOWR
zG<R`Um+J6+PGL_b)bA+NCIR0K6*}Zd>KroCdYk*LjL12>p^1!b08a+HD09qDhP1zn
zt#eDD+25#@xrKyKYnuO|<~cQU7;&k<yin+sUx}HSR|woD3Vs=~kEvN{nLuYY0*H0B
zJ!(|CFEpRl{QY^H<dV(xL~%qw!Gc&?O5^FyZQIHheA`72y2C8loxZI8<uPQL1<u;}
zQ(Pd0yfFeZ(F`6-?}y09K-t|F2P*%2%wn<gyvn^v0bO{tGt%eyy6*0<mWZA21p#R$
z8Qzea(>+w>5zm!iD@k8w9<G42y&;q5{uXoVC6D!8S_&45=@2wPTnd{zseg$&2A2>3
zRmbX*ckI~xqQci6!h*=YORfiE^V>t(w>#sL(z=|DCw16ofDr&gx0XA_nVVUGNn-ve
z`?2GwlMeh`D}i$}gNSqqLUM!QPH=#ufI#4L2E@HNem<k#PU0CPhX+3E>DdHr1Zs0R
zlowt6P#694p4MReBlACcOX#gdP(f;bc;ny;+8j1N4T5ak7+HVlb|>rUIKXB2j9sAZ
z*Fstgyb6iXfKtUzpNwnkob6^k4_?dj>(}LSnY=i6V)!GpiGGe`xv{yNK4L5JEJZp_
z)7CZZz+ZnTY(2uauQeNNbShIf0){V-tMms<6vw!L0j+ZuVYFTqSCw;4JgoYM<>OYe
zp*F3jU1Rab#uy7Y<zvFLIu50)%b}~R-{vnEX@eG90;qN5Bbew#_`7TXd_o4V-Mnl4
z-vJG56dP2^P5jX)f?D>QSPfkTG0%)P4GTw}mcal^<EQXT`ZX5Wm}P0MO$M|U;_Na8
zu{&;VRyX5J*qR{Jw~ptuKl|~Lv<iS%w_z`dd;K|r5uv{?wg-<vf?iIZuZyiH(PDJa
zmBWk5-Rtzfq33WtTC?MPGY>oSDrGTN|ERm2$;-~_`nMU6gC7n%-lrEFsIr#%A|Iql
zaAH^(vK4O@KmIl2Or@IysH3mfG8hq;ziEDlrx3vvR{mCa<QH;lsnC}oKO2x9amkX~
zaYxhY_W1QOJU!W=elD#kLWYEiPb{hc7IC6P2zH?<G>G#y`I+E!v!0rW<7+ft&}K#G
zbb&G~tl;>^TJ9>tWP;o55-q7M<L~(v+w;SY{=Q3o7n?H4nV)x?OixfX{^q9-j#_jG
z<JkGC)|O;cVt=gWn@{%mwy7J2{2+5<Rsm2FA{P<my{03UZIoq{{4Ag4`3v+%9|WW_
zIy^~;S3{U(E?Ri{c9kYguF(Y-JdGOcbdvOZ-w^}|Cgdy*B|^^CTbU}n5R@MUfc%4T
zacg%<*BMA%d428Ww;;;$nIEcARQ*6bhB+<`rntH#Y8TnB4kGEXR7WbNJ2gGfS$9M}
z#0%`6M8Sv2FT2v-SHnyddS3jh75ZW6-|U*}8>&vpRifKV-E?j2?rT^Siv~b&VxHQU
zQ}w^<c;K;ze8;qk<2jxCBp{9SXd`IV&#kT3Kp{!~@y{P;ADooL#dixM?j*%pHkB#6
z`8j>;xO2M<@taYvoxve(D#G=d+CW}?%c(GBCXfP|NHI$n&UV?LiyF-YxOFydPbgPj
zXcMs3WV@ol{0<goS48`@B$OJQ%h0#iV^sl;SG+%y(a&M)`Hac0?HNv8<5^6vv_cQw
z9Q=7d9CJk8Jbkt3S@q6(EsqK`0Q0oSCdk+C1F(Jpno(bjEx^+Txs@_Ap$l5tcCTll
zcH-Y3JW(p+UJ#p)*@^46(%noOHrJ!|AcI`?NN}eNC+9&s<tU-zkaBv#iD-6|RkH0t
zuh@&bhM{ilT7F&Tisu+ZHTK)fvY;{*X+02w-l59_Z&CS70d=bs#&BOiB^5~ie&D5p
zoFJa$zm*BBr^|vfdPn~oOSKMzXP)mE`m$dGoEdgC01B3MMtzlkgBC~^fe6}Ly`E%y
zAsLb(rXiI}2JNkDFvT*gRA*WVc(=k;DrZPRe3TlD7v|MZvdOdyt{)P0XJ6xkW#RI#
zq*#nmWV+J2G5=zt?vpjYm#WF=Q&72rUVxxyD*GNeN`HQDHQ4WWdGQPEyj@VZ{~B&*
zr=jIiBV>U9-=K41pN1_u-p^&{L0)|?-vbgUh~7Ug8ErXh#>e-l|HUN|N5!A*A-^&4
zSQgfM$t8y-#m+KvAuv1%Ec-u@_bu&zi-Lr?xTBUl<f+SlAH|em=A`0)9S^kdYOsYQ
zQ^9jso>VK8d%8f$BLlLOk{KhccdmEy5_L9WE6PJtB?5g|uCq=7Ln5jm9+Dg_nfq|S
z8@Zc7JzQ~&b@26gG$;}Gb!e<xpm$yUK%2YB;7hwu&V}9>8T7K{mmLPd6m==gEU#`T
z&#l|r-Xrg7M}qNQYdK@bH6hOHhC}ax<^V7@zYJ^7d)(Y@hD3)+>)lpl;#f`cHP<}K
zwJDZMtmL(79qN(SxH*3;5)jM9rMbiu%W|=*z?9O2$J_r8^v@bgRUJFX4U0DbJjV1h
zyHPsFVbu-KsEQw_qT8J-`uxx<2mAtiI`wlV3-}8HxdZ(|NtbUrCcl;k1+FP2U5w?=
z|8(83P8p7aKv%wvg_wD7(jJ#oX8~Xh!UVpe%2&~3<>w=-gn+!Zgmdix3S7JC{9j)w
zjL5}NE`j^q-|cdla_8Os{@mIavSG?+*n2bMT<&u6`2aKJQduBF%du(I=_26%1Lbgk
zZU3R=-{Yh&UFPqAFzyy&_<I`e9&-Lr&1Bm0M#C_J{zs00r2H@qAj2-Mr|nL}%emoQ
zywmA{C1ym{*~Y!j=QYss91+UYRi2@R8D)bdx3+s`5V=vXS4n3ng<E+Eds9AlYsF($
zKPhxS3ZIW{6Lp2Rya{r}$zaQ!iO`At5D1!Yw>Hs?QnGhMcL`88c_J9c+XJ|m1f=~9
z{T0pGgce%s@sjb<u~jo3Oig9-%$bhch)?Z6ovCVg>D|ag(h@DG1s7$H9flWRLT-$w
zct`+O-G_k7D!E`w>oljdP$6BH+^Icec{WlPxH08dQ=}|cmu859ejYY37s1}HArzNa
zk`dDct7Z9{P9=`3MWAcUq*^RdMCJ4^$AD}UM+}Hdm~%+U;tz>tKf|?<#Lxf_L4>;@
z;M03OB%N+{#3h5|dr53FS|TiZ%zi!H>)b;B1KEwt>DV6yjX6(K`tn+3oeRoINGO%w
z6f{YlkvlY&Y3@uANEgp{fAUi(KkT?f%-t`=`Qz?>@|DP#?8P&%7pu$N=Bxu;QA2*z
zrw=gMlQ@^w?bai72xj77<ol<`h3>h40zVV0#BI{llzt<f&V9qFAJY#RiD|eX-x0H>
zE%@^|?<~>3<|HdaUf6a9b;n(3p5c#ZKTbT~!a9BW7(A|h`8(>^u}aN*aCgeU;V1%0
zH;5$f&8P~OmQ@K8;%^E#<^ifYt^B9?ptV)uq3Y2pH0L%AlzL7xmqq$eK%E@1cP>`@
z#wiYubkNkLNES{zRtKBuIDpZ6xRchsh#C8=g9FuC=`@M7KI7}zAp@)~k&Ei0oxK|e
zfo>!34TY<&zU6nn6FaZub2WisiHbvN`%gU{scdz&#O%5VzMICqANlG}1Y)PXR*{uu
zCKYBu)k~-gsv7B9JjSdV8m!eC&vGwtYguQ!+<z-HD6`O@V<(+8VX1q7;M!zV&2{@h
zYuK<Q395KPDr+Cx&)`bj$@ol4=I(z=2f9#~TKNs#00pW1JBvxKh;XSu?RJ2H;=O1w
zx)3*<x_+6n;f!@WPgO9PS=B^Kig#m7+qlx5yqQIBaW3#*NggL>5GB%jPl1MTr5UxJ
zG|`Y;yJLDKd8#j6Z&)H?IiSF57-p?)*k_V}*V(GQB(?uOH3zX7zhERBCX}ieknc8|
zkB5S#cCo`ACDRc5K?B2AfLJpVD+=U!eF}*rp;w^IXOqaFXmd@nc7(4v!$sM~?=xM<
zeHm?=XaTZ>W;E*$JaM>+ZCKl-vpgA1`c66pW?YC-XlP1W2yn7iLUxFa+|%i*Mq#`&
zB?G?$#soI<W?|CW<wH8RLaX<P-^NJd@zQQIJSijbIh)fI^GV@hz|atE&rxip5e3hr
zA4CabOl>GmTHpUVAx|NvQT>4tA<-vtlE1kxd*xrLaj$LqE35TYqMN6b>3WJrkChfz
ziF%iki$<tq_Z3P9<$^ufUV3!e#kS9h{mp|nzZFqSu2wm(l84J~4H;K1Cwh~@=)n|^
zsf`&2&5F}9daKJ8;rdA7-V@;cuEoachywo0RJHKA!n0T3nVDtXw>jf?Q%|A66AEvN
zNHyx5<34R}jwtT%ZIu|U)Oz65{5xNJB86M8ExMwrK|@qFLi9nGtv3d_L%~8+_a>(C
z$HtrgWkhWp$To?7J%EDCIs(9@cHLoMEtrG8Vj{;!=3Byo@$Fhc+TcY%4+RVim-mbR
zkuG-3-QJojC_H=-W<4EcK4%mr6UPyT%ok9cB{3yP#yMun?>(8C0)nvOzJ-KOX}@X-
z7gz5EsJra|og&JhJo3zz+?%@kp9LMLtekt-9BqG#f7VK)GM22Uujc-kGty#OyQ4gD
zr7Kf-FaL*U+0=kTfBw)jv7jNP+#Ubl=jnt}#>TKcf`tV!7%l_H*gz=2(S7Q&wS)cz
zzu0=ln{bvao*tC)c!XTMQ%QM3X%I>i8wP}E;X8#_t8=3&7eyI~FpUwi@}T{?MfEHX
z<;sI{>W^6g_Ic4<9{)S}EN92N3e8C_P&3_yN)-8MdOZUQ490c8r)2*R^g=Z5a=zlW
z`xVlTpwpesQCIXMPZA`(K~IkcGjE`okL25O*D6a1f(>8(xnKP|R()R>W3yt}Kx#V>
z==RH~xPD8SQdIz_wOny_P<6W{fq?_!fxthwj7NyBUc50#cA4K=T_}~E(z{5|F3;R%
zsT6JjoZW^~SB-6$w~W`=+Ixrp=7%x|8hP~9o!rq3+VH6&4`N;hgabAY=%HrV^ybjE
z=sVd<z`nZ?(RPtlQo0D{i9PW5%T0Pezb#X_w79vTpXTIvbyoKp3%`))Rz;yq6h0W&
ziXCsl5GRgGi?Ms?T?{~&+gR=3dG9CW6*zC$i8yxw2<`xWrAI4m_`wc0AGkcE?7<c5
z4xzk?BFODY0U_74{5-CJc5%6vn@yzE5f#FB{M=xr`NvTUYv3U})J<I7%s+cr?pO5l
zT|`!X4_T}~Wj3-uR;lgGgSdRfhJF^_C40_;k0XuZ{AZ1Y;5^TU`@%RBaz$v&t7#Ly
zwPu^mlv95KW^Q%@?K%GSddMko;gHA?IFFUedp6mMo^+w}^{jngqnU*e8uMEgk`kwj
zd0VLC$Yf86wAp*;@GKw2yVQoXcIFEX!U06PJ}F)`mdero2rysv;?yfjts;)K>fnTO
z3WH$*PTBB3sPJLqUa_f@Vq1XF!4#*Y7-OkoH<P%uUypbztR7dDWZn1{v9bu}Vejdc
z*zaA{i7TB?E);RNQMC(?Xd2O+X~pVPdA#{h+=4{{>3D@Y*SA78I~I`%FvT$_Sv-N>
zrL7nBwT}39h9~W#l3}0x*<7-4%+MX~vXr;iv7Z1W-ZbA_XYgCzFc8zsS0Ohskd)}F
zW!}qWqsQUisF6-&%X*z$mP4-`&<PxE3>;=yHja`!9;uq4V=u1ow=E*I;&9ax7Zgk?
zL-VEji|Sg9tCV*(1j~KDZ0Xo+`eC*oo{v>fUZohCIH2h!M^UrQLxak@OW}kgoXha`
zF1j1bb)ux3LcdO&7DBIAZE}o7WnDzcJJyoV{grl$>yhwf6|Xon`qKZE{s-s9q*%l=
zC;!|KCq5)-GOdss?k=J<tdp!tyM(OF_L!sFPs>qSa~3t7x`3q@nx?e=rrD}w?eV=L
z;x|D-(?`5w!QwTmk^lyH7>gDO`zL7I`ez5Q>ehr=vy#)2I6@?KAD>8MlW4)oKs3<k
zbeMKV)D_Iy`3}Qx=H~xN^>+TO%jrle@h`pOR;j@(W}k5k*=yJGRn(zqF*v)GI!C38
z?)9`ibFA(W4P*=xR&)0oOQJfCc2+s@ZemqnbCq5#yVja~XBB3SP(aC>HhVbMW%`d(
z=Z4`<$4?RSfLPGucJ0H}+<AB%>syylU}W7j8g(Mifj^4rlJ}3xUCp9IE9H6V23zc|
z?>oswRQ({<QyzDe0dFPX^3j<PpHOk*9Ca3txn2Fq<WVPJ(6UtIX4*jOb~+N?sxUh|
zwY4-16Bd7`>@+kb#`y&l;>!IyV*B=k11GqY+EF-qf`o<*so{pn^gK+|CSepN309~d
z?Tt_w$(#u=4q268RO8X(C@C>FWbN-h^TQ6mM%9~+|52NzCnWKjMeL`<#e%2efc(4v
zzQn$8bp^@CMNX!wk{0fAACC}t^gaZ;2N?f`R|?W<7um(PYYhBClz;extkN8OUHzhs
zd@cTF<cF5&2#ip)3{=HGy{fc1cO5@+zATr!C07B+y#VdO4A+UPA$TGf#&@zyY#iJS
z`>*%jlA*t(vOI6>9=h~XRBV`ed#qJ(ySqy2&xy<T6Qw`ms>2~c0g;U|$`?;ggwk1l
z72FbTX9DmX59efw+PX4unn1Yrlco%lhF0LFoZN9KD9MM{?(BnNa(CNBzY6VxcFV0>
zuWiBNq`T&RZT!|8bN6*Yby}+NUj1;ZS0a^-(k8&`fL%ZG-)ov8A)EG^4%3$a>BQI(
zac+7dIbnIN{gX*o7+}pw3I>pN?ud{_+ss$0ihd2986)NTooVnqS3lH_$w*2y<kBZA
zb^hY)w~z_9L$#7}i2Z}#yw{e|d#AvssQeB`W6GJv+gt(Zp<SB?fX%j5eOIXWF9hPw
z)#>KLqj3FG2v5L4jsLws4FT34p!?64(#cszGx!t&xPNd5XyQD3{{xr7U9wGsE~rUl
z08z0TOzBesyHdLv-On67R+BRq16~qdHa*$-^x*^RS%A{LgosWBRBbQ6YJhpGh>`zr
z|MtQ+m*L?<!Ucd}5&eD6^V#*$d(jS1%kp&XhJ#^YrQufa+xl(JsrP|MzLm$nCB0AD
zmKM_kuwzw9qu)(BBaq(<Qsf4m0x{W2HZ?8w8%D^JGpFHl+L{+5MC@z=?j*&tg>{>^
z=)T@xivlCie{Upc^nO}iHg;uUn4awB?;X<UGBkP;<0DjA)Le;rN0i0lTThyMTQX$Y
zU5p6SF*^76Jb~#7>BBScZWuCd!H7cn-Gbpj()mS%g{hYuxwwHkDkr^AgkRCM7SA~N
zDIY2x-9W2;^WM*^^W+3~+oBw2)ROMx_Ty3UpgXn_Td7q!BJ3EVK-Rxf2k<hBxPV*)
z2{<5F6<RE|YBt`lsAaz0u4wDi%Y;buYm0Q}*iuMUh}Uq)&V+!&AdsNx{f#1b{A>_m
zvJ>u{eWI%wBwfzuntVRytgO3@U}{?0PVPR)*Q5`~GM#|Vh^!mMD(kbowaCGoCu?64
zli=+$78C|S&7bMm-pDpu9)aRay^(bu!o<$LOn#XOAY~TTVzOttCL@0CTwg8ptlD=S
zHzGl>Hpw$ORQz4rc-`bu`hfI|c*2WD*P(Mf@{_~Cf`%5_Kh4>N`9{rcB93MVO`FAq
zA@r97>!rfDM439A1=eERVRg3LFYHHDja~BY*0ijh|08n$&+fYnx@r%1hYfm0x7m-a
z-naYw6CSvCXF2xU{1U{ai8p3nXg=KwJwQ;Y58t1&p=m=~K8(8X)e*awPvO}MOOHm#
z^-j-C6B}=628l{)%oQvCE+D5D8~3cT9)c|_>JuN<#m*7Djm}0k%;e@3iKrj9ah05T
zy2`pzmhROkGZv1Og=TF>tX1TU<=rX)JN=hQ0W5Ge_c5__=w_7VuddOX2Tl(cdaXe5
z;@n-Vb2JN4S+dR=qn+HhJ9V`by+1~1DM^K@eF>zq;d1v@D!*SU!<Li-bT}uQx=e_I
zQUcT*TMv+XNA<*|w7bW@&)W-{yg;)Z+duW}y}8MzpA^&2u`0|T(yo>A{=|&0SV%Q^
zGbv5+a%xOn>Lf^{0mP9Wc0T6s1=+mIQchl{*VlKc)B6X-yqWfWcRDvtRp7&`&yjCW
zJY-wMjI;Yuvk&GMe$H4pcW`{!(#$W+_kJ;Rr7V|puigQ4fk{rB7&BAuDF|~ue4MNe
zIem2+SXYNi#%v6P)!*)ek$@pi!RO;v(&^<+^pSAId!K)XnJmI+r9jSH_x(j57?tTn
zFNrlRvb$|g(bPvPmED!SyLO3TWHQhm`=Y9D92Rc6RMm_cH=ruI*_+^X0YRj5Uc`*4
z&9(|1U7%z9hBI~K+n0cte)%QDM{W5kU$%;w2s`q3gt~b8Kc{y8uV|svM*7y0XF6<~
zzI?urU*bz;aoq;FsB$CdJ5jl=7Ufg7TnNX}i1Y|eRZl8A0E}=4@%svV@@MEd%c6vP
z%lgbIF|ql4wQI}Y<%FAhR6e%8TD3lw5yU0(qDYc%<8Sjy<<EOFD;XQDX$~`{U<n9^
zwuv%n9EPS6PrcvMIk(I!|B)<5hfRMrw6^38ysZ9C1QBA}xT3cw1Bp1%0Q!LQc^A+j
z0RFOddSbD4a^SC+XSr49d(O&g=db#iPsTtjo4;SaarZ?3KmV3`D8<KVuFs(oTH`$!
ziLP5t!2p5pTPM#CnT`e4o!M^v6Fom;BvO8XT|D7AM{p5Gw(guq`_-_n+5drp8%0yF
z^&dv2%oaE=cBO+KJC&N^pGz@a^7UMKb_G4KC>Ghle7-B--P<SOMSzO8we>9xqmxwN
z73BgrXi}<kj*TO&whB7HjbFERAFaa_nq+vpYHtygU+QsHD`?(J>(b+p_cc_fJ#pR^
zclO4~OHG4Szcx2emTK-(yYS^=R~1?0_0`423b2kRXs`v=MIyh6)DI@iHKCH`HURPS
z2A!ouP<*)Dk?%ZIx<SOQhjn%vx4MClc-*xEHiX~aQL(i)ed)HU$oL8Hp7hYdyN?R&
z<D)JBsL(6Ks^b~E2a2^BUf{kQ_{5Q1#}2rjn$;J9V*-i$4=}W`=H~wo6!c%!<Gw3?
zm-i*a{pM>E1*t1FB&leNM*-2ci`OFphaTR7Op%}&V=ENih(;58(>asU;>taG9%11?
zvWon@n6orEcKV+D^27e5o&iNwYEOSOyIAzeqF-@B7sPU1B_1AfYfeqbx4-v#!YtQE
zsI?0w+R=vum1(Yob^=m5n<m=*N&s8@-o*?VJV`{~DGGl-Bd&Ol{qsY4(OcJ9=N7Yb
zw5x{<pJr~<mkTQyClJg>i^0E>A5-MaNwu@?<eh9S!$LvZliyjv-MnY5PgGk^Pw#{|
zALF|%JV)TxE)!UI!MW>;J?n1QBZu^z1y?BRM)KRa3y3?6O~i#ys|=7YgrA)KJkXrH
zJXUkiiB-gEAXU>T&`GNih$zmeLAONZK<*dHz6Yf6v{&i2NgLwQIZuK4M{d$rCXJ!s
zkI~FYCvB;ED%U%UCTy<VT1>xn*=PRg50_62!cD@n9R82uVs`#E6=C}!7j{Cdr?-9f
zG0#5$RTY+q&7i)LAvr&Lv!7nblp4Zw3D`pa*&h}@w*VmqFE_Uw3ib$|jb)<+v>)~U
zag9sK_F+~p{)WegukS`cEBCB1J`>gxvxCSDB$3)gy=tcF@%iF%5-W)B$mk$(PJoG3
z7cZXNhWIr-H*hlcQ`ndzenw(xj~H9>LzvZBN=;%03{-Zz<t6Cg1N(^HIg|F?+i-6>
z9LRIp{agS1?ynHC)wy2L&|9<IiwTmYqSsb6c<tPmYZ|4w47nu|R&ie?x4L=zx4nFh
zX;c+>{;B;3nolcN-h~IpfN%olY~LSfFSyDOqbC?)sE|Kc$3=*s(^&tGgWpFt$fSIX
z!7-(441ZZIL7N*GG}fWbTeFFygC;W(5oqU4Z=yEP8WMwMDx211+TX(bfMlB?9m@_x
zoWQDfKnJ(?ug|neo|&}ZS_RgXc2;2+Sz`#6JKpy>b8r1%&!HZcWf@LU-t(%Rb^?w_
z@E&Pq#LJN&y;;pSYd*`O@uEkJ3&?a5O>tHjz=M4&x@1yxR&HLFD8JauJESoLe8cit
zj8%NH6)_QXpHr3fW$<28EyRKQRnz}K4)B6m`*D>U=-RY5j>auq#?ST09Wgsxg{{W?
z8p}vo5xTyTxV&q3v|^ucM~Su*pp5Mm-8?Wvd~T&I7n4@M0prpN`YoX+zcI%JfC_dM
zVyZS>i+_krk>qSB&vo@tm&oWkcT*x(k(-}`QzplOv)(W`uj5<Id~TrQvlxK8FYb+V
zDCr+_f*qHKNfi?#q+X`~+pk?72ZkMI;LfP^YlUUsQtzF#=yOyk`Wx}nbrNG4)R+F0
z!K`nZ`f%VwuRi#x(WQjWMQD)X?6n<GfY#R~3Ry{cF>85s4+_JE(}Isj3OQbwGk$pT
z!Fef`wZCo2*I(h!;uk6F!0X9*aiY>)ASNHdm;74iyA32u=61UR%_OGR2n$k_5>Hs4
zCC;JQBZ6`Y5d4F)C;!$zk@i-ix>nipil+F6qn%fYPQR}tCUhsRj4oHpNIbdqjy$Jo
z)HTu|{6A1w=#npsxf0d-K@C=Jb^XYpaBY9ZtF&%Vr<{x`I8mDm$l6bvm9D<|s=BY?
zSsFF>0%$(CO(MBbuz`2BxGHAhjkL<e;G?2ZgT`RP0&#!+$=|0FJ(>xM?A?QQr_W`s
z3!`W+3Hd1=Ge#8K;<(%#|6uAd7Ky!=YIeg(cEC~j2EUr93<@c&A4CfvBo*vjbi(a%
z`Y-s%t)`P-F$*}q@4XFb6SfTo75E`c&{k7HGvk$a0)4bqn=KDsg)8G~6XgIQaoY=1
zM~Ok%6XmdH@xs1rU96m4RKy)FZSjWWrBsMUBzFP7E8Z|XvOzL;kM##JvGelv@vzMW
z+SHUBMK`|64ZH!k1J1zPX~<MZ-Hbrt>V^vg<*|l>xq+)M-8OK-AcZ=E?7kg5PqpJ2
zanC_SoUg7_fsaD80wUQl2hl{Yfqho<jBp;>$9DoQb-Ey(d$+>TioHYQx@xqBb2yiU
z#I7){`>t`tIKrZ3xk*Dn(<*^|UB6viUEoPBuaKHxb<)!cO!1*t6g+dMTm^>obo+!x
z1AP#3z@gaK=iBu+R$?p~%<-@01M(S>_hQ-AyT$MPBa+Fk2`Z^wql^Q*v6%}oJwgZ*
zPK0XGYEsY$-lB5s<a>Qoy%XtsJ~h(nbHOau;!t-S83b|YH?X1ox|Ws^+XmvE+Y_Ok
zv}2YY^x1ZcIW?~NCCwLDG_x+oP@J~wEO*cgB?NM@jPi#k09IkUVg_IVAp3srOEoZ-
z4XNEUIG@O>aa%qj_3V6*0HxE!lg&Cv!-h%nFxZdEk*+O}a@;yuzEV?%a@bv`%;7L&
z->c1x=5DM5D(Vg}-5L%U>^t9w4V2nFh<8*q2kGAG2oe`e(Mn4VXRN^+oql@$B3+*&
zeX&0=^ujj~y986)8F?1a27;~Px<h8Y%r4ffVwZN~q%ulXt=M2__=t`=IrUaf7H4{^
z<6{EFWOSK_M-FuBtbVOndDiQCcaf<?&p-TBSAQMM^`dIIg?zAfx;h5dnO3eSP;#z%
z58Xf$cgQYaq!Pmv+T-J`_I7O}Z3`)?=$4Af<DvkO%aXV6MV5E}&}QLA-lGwIo#2Qi
zkj<+6eutaK=y15pwWaJXgU9h#VVh3o?2;+w9~Xt(-6}mCO_r6eTF+!)mbGzf{-JJ&
zM4ciJyLJa~WW6cYGypu4<v&sq6uj>;L4fa7Pln1u?r1xY@7)NA(_P2Cw3&}<piced
zZdGcl@)meko7KbNKdA|S&#!B)^CftZ*Ruw$Grfa9@(LQWBCn?nR^s-m_l$lMrpJE6
z&i@q$baK*_$|__3Y)hJ67N);=&Y&p}%Eokye-&B9I*7ARKYaJE$C+(Y0##?LH94mF
zj?8B3dpY4;THCo?UoWG7mNUrj*wNjL50JkH&+A<PM}iR^%h9Uh0{b)U<vxASp;x%V
z*U9NyV%lVMy1L_;GjFs*F6O#=GHLGX9>V|WavtiCpnts5@v0j^L3jHFuc3BATs?Jf
z4wo<$yKPclVm1yoaW2|Hs10kfnru063&+US<hk3Y*>&6^p)a`EL%m3KHxN$?o}|xa
zWvx8vG5QcYa4FSTB(bzh$A3G7<nbf&%wcuJvu|~m-(SrBThzo^W5~=?s;5=9C%$|=
z=R2p4ja(GcsRBcUTOZ#jaF>+2fvwCwIRhVB)!YW}3vZ+2UdR<Y%y^^T@jbp?#lsk8
z*;$RSc-*^g^dMoCepVR%kL~pxRD4(oo>p?IX8zH`ZMxA6Q5?1^;nzzx5UR0&z`}Ju
zkNq2O$)nWA{Iv;&Pm~{>aObKFa}YxP_e}+70+@dPR;-J3=iQ(R`R24fY2a*&R&aSZ
z2OBTo)Pj_BmK+wgA6)iGb2)y%4_J>q1Y4go+*}mfWvYT@3ghIm;WAAdU^(U87E<Ia
z0l2+85ytNTOpvQ^w%_d33_&!40|;<Y`h4Kz*7iRTN3&mP82#dQ)OhD66_R51w<1em
zHuDkV65H^1_HM~9gPv>{DXD1!>~pxLEc8P~qYrrS^uN)Vc!$o!mHGKvCE@sNpih&X
zg@{E20&!CY!7zzK&mS*M1G7hGh}jdhy%5zLtyaf%D?`;Ey3IY}XB_;_{n>xCJZ4Iw
znr2QN&F#-kSX(zbP6LGi7DuyPoNx5v5sH8Q^@CJ8;N9vr*QFrZo^IRC&dF{Vi`@4Q
zsLN;ZZP{+qa^LOM3PRZQf5%oG(VXVYPXkRbX2KBS5!`yr@c7N(Th^_(orIn>^GmB*
z(fqOOi_zYIE>|G($MbZ);Dt*NPfKHUbH7yEqo9p<j>yj=gc7qS!6(pV0q~2@{#6iN
zq#U5}_ldc3`UiV;04{r1O`V_EJ|8d^L*O;2(pt8hPc@OaxRVq=1R}QUX4gM(oInl#
z59G59msybAILIl=aGV2P0Kh;$`J~mBZgswEin&xPxhVHQj0=7mY35D18PcDYJS89&
zStuaRl%>AWSK584RmurUb3o;J&tz)L{>y)7va@jtcaYKTiK+A;zxJ%s=mI2Qg4k>%
z-+p@8gV^A2WXNP&4>M1gkeqe{6PfzJd1M_K5lP1H&#gZRu^#!J-ErQ|e&c9^1~Uwi
zZbw5nl*VvcbcPfhOO_R9D&~XyA}7^f+X!Z{x;sd1lvth^o*?2W<0hNCW>d#MA@-f+
z0@=fi#`ljC{#3yzAebJXaDxz!p}~#k4In;gUp9aowzZ}!_wduove)z}1W!cgjE7N`
z(I)Iud}>O!$^Q4g{SfY<g`QfhlB}%#Zj8R0^wDSfA}+SL&9r{z{;P_D7I5TdA&@vA
zLAP=_==cNytc*(rVHZ9juD|Hkz3E!y9?-3!akR_JTtPOypR|zhn5KSo{*UmFHTkfv
zP??v<(|a)3X2>1}7J^v`Pt4vMhoN@F-`-2)XECJND!6=lcb*Cn7pDNnyU8NxNpn`(
zn;k+w^ER4EFag97%72fBQs@e*c|U&Cn&)<-e*N3D#kZ{9Z($e!PhYi<w?$q%{kEw2
zW_DIVf|t92$E028=k-u=Pa%f4_Z1Zk-F^MPoV-rUE6Q(NS`L+v1ra|N19}eU0;HN*
zr40O2<4cs?e-qH`#Zw3*2Y$($Cnam&N-?_1>ivZ;o^c4h>kX_->q>Ty>%QJQla^EE
z+n=)M$sCZDi{KVm{HreeB0B;Yat^n^XihUB5t@Cna%P2N&`ucephA)bg1lBVi<L~2
zI3iaA0wt=*apVSd?Zo=W22y=p%Qi`YeF+aa+)!*FMmFuRvc#7DRj4*zjXGX_Ffp;8
zwk*?9PX|C)eI1_<w2j42=NVX;FXCeFF?3Tqtx_M9C)ap-38M1nIS~GhniibhLUQWj
zvd-4c1+cnhWRyJ=i<Jv9Q}3wHfx&~Y$d0n>cKpUU9~lQ4ID&Vl*~C!3{wxYW26$Q;
z08~8icW;#NZ(K99Gt&PfloqXvc_&WxpISrhIs(;g{1Y?m4HAS`y~PGtxYJ3Ic&kVK
zB07+s_$CF{;DC0Gp;4t_XEx@i84j3RctN!}U0<QxGt!3YJu(D!)}&|_KJPnTC4+We
zWe%GYpG{hw!V*1!V|$O@gf-=bjqEJ922Gnrb{Z;v?RIqYlhkGj>+btY`}(QK`g|)z
zKHf7aH9R`p1NIyk6?1j)Ga@t9+*|EKYD~N<$#t2t!I<pn{-;&I8u}VAg?DlOEvg*K
zHL0-B3eVJY<d_e1Zcb?m7<c$2UN<E&cCjMDe_)aS5#xNupP2l6aF7;R@cj=N5n|*%
z_<R4SBW?GpY!&r-_y%@ml&1E~4V7#a!|>@cn`mNRbc3!uLyca~;_Wb6yfMkQ5(7?@
zkpHD>>iRzrm#@F6ulj<y5hKE<{AlxNeNh6v5p-kJZ|o^y@6@gwdnjGv7kV}IBMOC^
zEzET42%c-<0)DE{Ulny5k0f{8Mon&A^rq<EbR-emBtb##+AM63n}bLHkD@aVXZnHT
z_(Y}>U5cDVDUz$)M>?D#70R6>Nv>gYpXqc9<(SHqb2-O`kutYfEM|t8Ip^BUu>F4D
z{_T0n<7xYTKcCP0{eHd2@WXvT-ii>KGqFS1-6YZXTDr`o@(XXX-uRRO@E})xehQZ?
zSVqjlxV%Ti+9T)%|J*_Cus{OmQ*yIZir>fDVLf1EM=Wl)E$d!+-506n{2_{s0PyKK
zr;&y)%#==u#f4a*&zW6zV5$H%?pQKd<GOXpD~~54S4?c4CgxqWQ2l%KSI2{n!<q}&
zLV|o?!~B1sO)u@xB}U|fk%2CU$)shZGk%v=)j<Evic6Su&+xioudfW^KcUIF60AYQ
zLj#4;XZRm=ZoB+?bkH-H71L$^CsXD)+yIoEiPW+)vj8e>&u}7Fdvh_@T1&3x+Os%k
zFf(lVbAug7jXr*N3^zqn`z@IZMU&ns>X>^V8gjQqQKVhJ^}Z7Ek*9bdIxQY<&^@7G
z0+ir9ZS}?Hm_-LScUnFKJ`k9PY<+IVuV4`wFEt1xEH)!`V8LLnOoEbP{?p%U_8T+h
z)0wp=_8QU$Eg<18iLmj(0H?i@m6dwnz)Ih;3)9v{y#JYe?ip}*%wpNEWBTeb_+QoR
zN<g#{IJGU@rR5_-=3ZMj;BAqfwf)sypZoZPe9Ym*h_wW8y7Hj0h_4nz#Xrza%ZCO4
z$AESuWHl3w4zQIbv}#)alWxyMhptqRA4O1aLZTeH_%1}Pcky*is*xf~V^M8aYj%DG
zUae`;P@+ED;*&=fSl%J0C4Z7YK?p_)&ihC0TN}a}rx1~%Dy@!^jK$qB7VwG=vD>MY
zypomnR>t>5_0;%~<Vv1rI#;`hLqz7c2w$^ET_G8ugR6RzYs*b1nxt2n7n`>pu0e;9
zHuvbQ6GXcy!2Dw3<=3~nMu~*#)%gh<ArDeq3pH&HHYaj*i{~aA3i9g;b^*e(*v0#h
z-rg3WEo15AB$CW&y;k(og1R_p?xy!#p*)%+VM>tN{pEO#gNk-67>KNpOgy(G{Ce_G
z05U{c^6jABgCTAn0Z{kO2$ozSniVQ@G}Yu0NrntgTTEkd%5di4Yxdf#JrsM{8r8Z|
zCG&Da$Q9v-MV2y3vkKgw>s^000LygwJHf4Su&q@|MHx<1PD|Lq{VWhJZAzFy=6{7w
zh<rQ|^<=GG*rK(kolzbTpN&yqE{8Y5*?7mwwXyTN0~YT&2eV1+P)S!WC!IL&%4;t*
z#nrY_2fDbX*<(N)G}-@Pg!gpHy9bYn+yVY}vV7{?i4uVsG}YLJNW;6A9yE~Ub%R$J
zYg8y<jF7=7|3hl|cMAyH9F+_eJZ`@#SLb;ppx#$uGXubSPhS=fObyT5|D=xX)~Q2L
zBVMSVL}r09x*0OcYlB)bhd$l6h1^H_E}L^q?1r47@~nX@E&C>pQ&c{QG#44b+aQE9
ze&P>(MX1lRN^L)8*{BpYP1Rkd<R2j?9;=6)uxNVFMJu?(irF`^yz80h9ux$Hk~SlE
ztJy-hy@)?Go8zTyuU(E~{qF3t)4MTse~KX|Hehh8eomrOQb~O13pbf`dOuXczT*@^
zrky@{s9Of&AKHGGN@yOi9c?c5UW~Rb{tqPYv){Jt^~|9Tylo4xe2)4(T!}nh9bs2r
z|0cn8+*O$=l1!BXfi)%fE-n7pKR)Xx@f`ItQDVBb`_aL>RKM!qVV+<SaGqz*;EAtQ
z<GYLu48p$R`N*EFcg~}CjB5Z~tTG!>+?Kv!xhleQ-%Px6){|J1ddi9W1h3_-%xU+u
zv_T8YZk6XrGVg9UoOX~)r1fx%FuSET^2wix@3Q1G?c|2cN%me1sA3;j(teg+ZxJ#R
z7++Y3p>C$x(1fT})^upVmm9sd(o%7!f)+HSf>u**IqNpeucxO>g@)S)p7>SMEvpx&
zvrX1H@E=IwO3<IGQ}t1iIcC9gnGNF#5>-#m0H6Pg(A`~$HObY3-@3n%o+hP|y{_7W
zW|Dzt=rhihfI)fcYL|ZIAC)f-@eAl1J=i@RHLWZjE>q1UbIEzkG;^n_E@S-2lF}L*
zc)FD0{8Seaf)Qb;<PDw-g(iLF&VVMRg`W^nsZC9+L9DZKw0DnhdEfc?7#Q@03jFg{
z2RLy$1Fs`F@ql8oRKJfSLVcG#LY?iUWwSb7FgR_I*Ma1--aeB3S)p>}{2A5KJ>_m_
zOq2CAY;o;Rr2KTsj;Sm)kg9p*uSkchYWrM#LG>_BR+-ToG3Gq>*52nz##)`T2jR<;
z@?ZA3yMX-gA4pfQ5sb|>zh(RK)BA%S3*d^plilK~JBL|EZf?lb8W)RjM~-cFcLl&L
zEQ~ZI?{38>Nhc+=j{5C*S22lBdnDU0FW0x6wxWThGYa#CBe|1s<WU#Lv-_6eZ8tGr
zP_lrMVaO^HtT_<jT)IPe_=+fI3e7t<uCLTBJI|1n0N`U!<a*7B7Hoa}f>z<8Dca)X
z%DWHNxomCV{IEP1IiUVa{*hXpgX$|y;yIp8eKBR(ttW(>oirWmGCj~IGp=NiKi1om
zmd9SRAOIW%tv^Iouyg(@H7ae7(b53h!vde~Dt&}y%buFwyY08=tFYQ*e<QB)>bB8V
z0`ZAyL;7c<e^{5Ln@-l7<&&fqJEZ1<x=g@ut&_<P754(5J|sk>(B4`<$;`yr%xh@i
z&7$Hzv2KE?*F2`DWM`Ow<U-vnQIBjE#Te9mUrY`872#9nZ5!z8B^&H;!WJermnZO=
zhbl#v$Md2*-js%3Y`|OQ<qkJiZ79G9K6e!#cMaMBi6us9Z3vk>aZCEj6<^0D&kjo5
zH1+p^pJ{)5yZDZzWbYdUO8YvJw3V+w1m@4xzyknh^AK3lt~7-bwc>-YAvvK#0qxm1
z`Q(K9ko<q3e<jVYyuu8tHeS)Ziu9j3p(A=Oh)t(zv~wp-O5PMCA_VH*mZq!nS&PZ3
zoyy1ZaJLWfgTJ_1g62HfWlnvzJI+pRb{FOlqANwdwM&;D|1)NgH;w8IHsa<-^Kuiv
zIVMC5B>4Z8C;}?C0N^Q@d$69U)cs~=9c^&`lkUURP{74{NG$la_`e*=vsq~c3Dh>r
z-uy~Ic|(JZYL=h?((d2Cxi1R;ND@V4nu%m;xE%VJG9%+c1|KHDm2Mnp`nitw$h=o^
zX~Mt5bb4Cg^PKMu?QQ8~`MsMhcFYF5pvBS|0(xYzP_g1kR^RRzDGRf{z2dPm5VfRy
zjsHJTg!)HOsS^+_cL4k;nG99{lIJZ6@4h)b#)OrA;feW67qOWOJ9gBeW;CBXKn&U<
zm`(JW1h?(|EvR@>^_7DuW<P)QrzPO}xTdEYI`(+`q*$_+ySpsJz$Gy5pcd&z?hfH_
zT$7aSVG(1|S6c1|u~x_u`OD;TVsEexfFR&lQoLL5zd(52)CKUdL$u|xzMcSB@cH`3
z_XK#`jl~es$ph(OVnH1W@Fo32ol+31oI5<xeC{lmSefR~4WqU|yx7o5&o=xXC-QXi
zTKF<FDDa1t{q7o*(<-QKFJE#mPN_In!{Hlnwyx$Co|YhciGk$DY=4|aCtI7+F4Uxh
z@7a>l+a>g0S3er_JJHw*<N{)*TAS;g{MwkSPN-<-=<L~{3mKMhvWA|E>*JelUgv5*
z`x~kO_Kn{b8hxIlbL)9l-xPc$L8q<fXd*IzosAXA<c=NiWPICt&e)GeC@7W;jC-xR
zSFf_|If5j_IKFpggtB$2>{&|}kCL{<p&p&Q_{oz)gIwKUapGuFYsCjHcj@YpD4);V
zxU^o34&4d+X}4cu&z{l9wk@T&HdAUjfTKu$AOEG-Yr=c&%?C<mG!#TgHvoyvL6o%o
zrKyzbZK#*ZO`^3ezDwvBVQJ}-s3*X|A$+#2cC~z!fXL3wCJ(eG7MGKDIhdZsK+hlB
z0d{>SKdIc~4K<VeaLmFiQYES)an7Sw^k>=g!XR`gI8f7OaZ4;?=@EmhfR(Xk2ioh_
zld7gre)#!6!Sg09L?PL5;KK??^szKOk&W|<Uxe0+jrt#*1k}QQ&SM=3jDF9Cv0>$%
zpOxa=2jUNh$V|gDHL-~A?H%O#kq;BNp^Zi4m9}LjWlAH;29Wj~qaqu2_sn)a0cAXe
zUX*NKixD6jdn>^Lv{Y_rBs=%s`CYn+zfq3ZetS}EW@9`W6f8{L;2t&7ACqYvTV>L5
zBYSoPN1tM*Io4WSA2GDqyd4pJO2J+9eOKW;D_7gVx1HW)Kr;YI25t#tlZP5h)Mgry
z{e0XXbhlQ*$>|})M`p(_phlfHheN%4_bXQs@_x%=Xaw+V!}sq()@FsiB%Z7b5QU&~
zONQfP;hMtJNj>nJIjj-CQ;NC$U%)!w^)DJuK~!Tm84I@Gu2<IFN88llH(C*MsOpq*
zKO&Y;3b1<H_ShW6tfi!#k)Le(tYkK?jfPG&7n!@fB5X5!zU8D1UN+}g@6g$;kE6Y5
zF)FHfO&ORDfcmcPc9qp;@2%k@t0!#7(WPxKwQ{C_N!XH3M|Rh29Kjl{7LO}_>X|8^
z$l^4$1DY7!WSB6|#@Sb&u5G?Z4GoXANqVIoIA}DJVvtf2u8VHX4hDeZ`r0JRwd=UM
zg~C&7K7b2$(}q<#LKQE6KH})8C-XCWop-jyC6=xuX;E5j9%MFiCa>nW>Z>l{vYsVD
z-S9FU`U|&&vhBR`MIV;DAAyehy_RHpua<-Q50tsKrBV8+$mf^idrum+9xB4^Cmtd}
z7WoCO**T?jKdZkZMw;naFpG6+k}7bueDcQnN<IQv;K2+62z^n-Y}Wz?Guj#9bh6*C
zAjaa5T=}?$tn6ZZJ9Z0kD`ke|%YQWH=FDC|Oh6ttdYxRtd&}CI1<yie4X)vzZg19(
zQO7P#4DAA8DL>qx{eZ`$89)DJU>9wdeYKb<*<#6!xxVx}M21yx0h28){_EkB4{k?j
z0+!-kQ=RX6Rjg|55d#ol15~uM*L%r^iUK0L=w`zzt~Y9s@L|oRVh9pe;r5Dt6#FEV
z58)8af4-}urGZE6y9_8)1T3;-2o`P^_rH8W@|9vArMDgzJ=%KxPeC;x508=3owb9E
zGH#U&P*Q=dq~&PG$H*yz9!;?Wmd%R=b{V%szb}2Rk*Xds=5LpHKPb$YJ5l=ES}V=R
zl#{c7DsAi`$}_zdB<)r(Rnhv`!2a_iH1|oPj{u)`g`Bp8Wq%$Yx*H6_mqun<+lF-L
z_-I(ApW&XT?j%R5N2;)kY;x`Kw=3K1h`Kqpjk|rnrgo!k0iQK1$Zp+cmj|b2=JB|>
z-51iUyvlqPsT4jZFmi+Up|7m4remdv*v4Z1)PJDfveAIH#{D&4Om=4GYH{7}PoVj_
zaNmcijxy2|h?kf9X6V|N=&Nh&06(;xmbRR(!Yja>D710A+VLlKM|c^|wb&{7`FX*M
zwMgKkfYB?!hi+$T0g`D{MO!v(>8b3i_bxG|0lKkdpmL7@E}2!u=>}I9<ysrjy2<*N
z=yRTB2aWb7gJdu2)@?<vPvtvJIbH+b_d_ts*}-d6_ki?}psS}2vTD)q<~IEgX)Ghf
z!{aCMMitJ4q#_OLcHg1|hd5<;lohE|5*|gw-T~GYV1RLIL)vAo$}l*XiirAFrY7b0
zXmUio<FAkMQU@Q>G}`G`40Tgv4}6>gVzFDZIvU)8F4F$Oo&>mNhg`sKK45?TfMl^N
zqQdO<I6}`c`a6DGz%*&*H4{SNd2`y@!a|z6N!Q3CS&K;r*_0&Be%m;H!u=#u<hwsa
zKs%9=o#O0Z6a6S3apvEHb-tyt;ASMH4oL_2C(Ujq)3B5mPh^tnkkFAs8b^LJ=F}xt
zRIz#)epLo4>yt_oQPy0s!m`ggq$mbf1nsDW&X9NSw!{2(TAijE8;GlJ)&L3+xM<=Z
zbSvtdUSIRDiV>xBLF3xf@;uAvbC<|)UC~E>q%s2ZFZbrJ)r;jZ^ooH0xeTl+aV$Nn
z!WuW+Mg$gbw$S!`IuL$i?Cg3|6lTUB&O8ptOG?PJFyq4gK}^XOy6Fat4Zw~#s33Y;
zVu$+jvEU|FEuVPT*mCOO;8XWeoXSELFytuYBP1rgH`qYcEHlC#E|MWj)0>4faW{8`
zh`$eB%pUarOJ_@r95o4?hy1<N+a8}Ob<9%y=DMZM?$hkCd>S$ux<v2;to4MY{wX=D
z;YIcZc92e0{biD3olHK9EHe{Mh8p}eiponoyN%hobN|LGH5bvtMG{&E1dORE7EKbE
ztKP?jD*!mTnO7-l(&zUs8ThS8)GZw~a|s_T^Xe%|GDSPy9Y(<NK_Gk+h9RuTY|ioU
zCzP2u&>2KuLu5C_UwL_O?Uwnhv}EuaJ9PEw$O;PWRr||ys$i}KQ=w=*d$g##+}Qc@
z$0z<D7YwGM=U$fy3)8vB-PgbUsQu7k!}?@Q=;ryZ<L)c6oE*8Z`-2jQM^K|P+S*JA
z-iO?r3KW;OHp86z0K;?L;B3Xu+t~zR(DBp|Fs8RjldO;!kOCAWZvKe=qf(pS@o2M2
zY~xR=MJRRt#kz%wb#e_dcsRP#+xr=*yrIf<jsZk7tLV)X`4UrT^>F4rXe`cGi$5T)
zc~I%^f|C3n@^H4l<%LfV%emtGqZU96Fn0<Tf8Dp<aSy0_5cJ;lYRqb=l(hE+)+Q1a
zk<a+EnX)q6bQP=%x>*%pzaHArJLiUrkHr>EO>~O62>&U&+cs_7#Tz<gafqzTB?(Jd
zJ=dQJJUc4k6;)FRYVA1o6a@!(Un6KK8sV4Qo_YbN;S07>@UTrjISVcKEx>u3P<eMG
zUQ(u!qclFfl`!W{Efv=2O?zW4Ed%TeZF{6vT7wB%K`50|LjlUJ78ekIhckKSS+_v_
zH-d?SVu|0d1Dju@MX319##3+Ase<V+A02>S_`O?-9FMN~6)BMvXmp1Y9>h{m2#=Pt
z#QI$Ow--%6mYpxSS@_fKKJV<Ac?WlQny*TTtma&7y1|mlm9Gb+2}p%zE`KGn%Y#b1
z<UCK|LDh7lvn#89n-fEAgy7nxKR##V(WK}tfPG4AAZ9*}^5x5r$$R;rC1QVF%O#k)
zR`3DZKzYk8M@f7S)QdpS2EOVLh+ZMQ>8ncE^<@Mbg{Ezj9#$gf#Tr^${yi1FX`420
zJee_)x%1$3!8;vtMJKWA(|G~y1V{CKdD1bK{_{uy)@od6iQ&ud9fJa@3!xy$Au*TO
zxGF=r{obhxZ`sjtN5=~u+wh62uMK_1?+^gTKZ(&OJ5g*P?dkfeComOsG%l39sT=M-
zTkZG^iE>YSPk6jC_mHKt(2M2|77JQ15KnQrTn1q<2wz#+^4?KZTh}I9G<t!h6!_xQ
z!26n$#ce~SG^7Nk*HzKNB4C|Ztd%V^=I148#Nkj44UkK60B(_9PJvnhjSmMMnT=Dv
zOBREhsw4nUh$~%4yM2o)|9ycR_}y2<KtF^F{Yt|PdpG8e^F#<WU~az<r`b-|iA}Nk
zJ6wUb{Wo?N*dyv&2@U5O{sqSH`?|eRk0wP-=duDCzGFht$Cn39)_T{CMb1EL=REUb
z)8La-oeezCF1gsuHtau;Z5V6On_x)yy3ngG2~ew8PRz?Hs%2J}6|#u+Tqz%Xxj~6^
z4XVZxSSZwu2>h8qDXxhLgoRhrRv!d=uVI#^i0Wa_>0yQ)?ihq6*0pkM6?IPqQYwe&
z0TBG3#UO%#T{omn@fPs;+wX+oMo$k)8~>f-9=!oBQI7pxP<5i-Z;&0nRy{O7QX92o
z(H$1;EX(oR`ZK7uCX>i{YNBz_@X(T><?rN|p7@4mlaKnmWrpu&+>yEAXL4Sy4;R-=
zt`4Oyn)j4YMz#0x@QI>^<<pf78D|01#~5n&gWljImu#=-mkx<``hrCyM9@i&Io?~F
zZW?ow@;km@R(Lgz<YY9>vh5^n+N>_+EaeVEDw<8q{*mNfUGfQ@Q$5jd;-uQcHYINk
zS^aXde`?)XbEDLochJB&0tQ--4E-hV6V=F$)DxfTGt#{_?<JIV(faV?9uU`-SV2^4
zIEQ<plAZmm%RWF#;BC9Or4E!aIJ0Pe)zgDg>Xhc)Ln^LMCz^D1<^Bf(tXI=Q`?cfX
zykr=RT+k_AvxqBxe43rEV&Y;Aki&@Qj5Mh_VJR<q>sx8tdzG1tMVM$6^L?0ns{$K_
z-`zuc+^Ft1kdkO3X8fJoR2~dF`Iib5u6rS$c^obxKi|a4#Ayo@Zi$_(#<%?k${^v5
z7riG;dlcLu)g<6m_VsJw>M}5YrGluE7M-P(E`>K>{cw={i3dBDI&onTW!xIHOYT%q
z<5Yq61c``LbZqv`nYYu0aWJLxHqVG@-^XQAD_huF8`z!Q*(%ogi~KXMG$gO`bsZAX
z`>U&+to39O?{{?)iSzh6rd}Hv%uKrGx4XID>m%AYU4@LTd4B?YPtXcZdW#jVI#}yk
zdaecsDRa?VZzsb~!JB>*nC99CBbJ|z*ez1LuRkSjd!ioD1b}%-kXtu;P(Q8W=pjeS
z8{xTKfv})13qibOthv11t{v$rq7k*_#G!}6M(s@JP>vfo+RNPA-46?2iJ{WsahN71
zgW?mkjY>5V^@aMxtjh2Xszkma;$&7A2QJ_79zuFjf|$#=s4Dd!vS?!Si{Z(I@5G&)
z{ySbi*U8wEE$M2HLZdIqY)gi|7Kb*8)ky#LtDBDI{Z&Nxkv7>6GdVxU>l#Xz{Yn)f
z$HL_)%dW)(eMUBPRM>Mk+S@POx5m=KJ@V)k`2Y(bUCi3go(dQ{z2<hk$CH1FaOA+@
z3SY2H9t;w~&|T;H`a|c>B_->daePBux>}UmF7!FE;OZ-PJRkTVimQqVgyD;b3Lmew
zR(hEs&<wE3aaQmtUMVlQrmo{A0@j8UG42~0Y7l#z#;>=YPG_1{3HJbSZ)wem(nNBN
zUW=!=d|&Vx=f!Y@#h7i~3R*#%otMqnVh8WTL_T*#jSAl*Fs~8^;?Yu9`4)`1#hX`c
zgV;I*O5@Y(MpC>)^kEg1Lpo*5<@hwT7%pQXQh%GIppI%Bv#}+LAA5b3u*i-Q+}PB`
z&#b*Y-&lW;JRxGuT#<M?sEV5hm(9iKvILL*WS-$w`}nm?yJpCckYA|FiAZ!4-z_*@
zb)i&!U;jt_+NeBj@&W2YUaK6$2A~gYZeczxX>Dg0?Hi0B>ie1keY99FhP${g{a8OV
z$k#0uOfI=&yFTzzsozQa^DVdIjVdNKgyh!=(j|huf$wIMOn&E-nL2GYR#ep4V*H>s
zVT(RRlnWK5XVd1=QPHLQT26M`diopKAL5psD$m~xR}I(X`u-h`Ri4hD<`)Yhf9a6^
zg7~guGQ&WPow?^cX(@F`rsLKbYRtHJtTgzW23cC)FJY+M@X((I;MjE}>|$2WqWjk@
z<b9Top{0Q53Ta;rh#M|XVX1YGeLO&`gTE`AJzh{#Z_sRGlMm_Tg(?2T98M9~>9l%x
z@73jEuUog3ibbES1hn&qt;6UYPneHh-1h!usyjj-4W@gwrDWNn(RzjrBKI;9fh!Ka
zI;$b&nmyEm$BoCuP4fz`zi!veex2Qen?FBis<n+KAxlDK1p7~P9(+A1otPk6`W2Zy
zw;F_+vb9+)Ou5)>&j46g%lqS*lqSx}-;KJj4ED9QaGI-jl25Xpbz95X3)@)0gmi+y
z1&Xn8dM+BecG>g>;>Cj7bRXwCp_lFYfp_9=u<Cwo^M4=@1DWHvln5%zZF3~#h@TwD
z`obT%b#;LzIgsq!oLf?h`#Yg}o7J7iUHCe`SugDue=2ET<uS_`2FEZueQ6cV^}%;S
zQ|Ba}JCO@+bR#n1+4XNCqR=kB-o&Ir8EPV#(!)a&%M*L|+*k1vI(V;|ZD-fEXt=0d
zauZG1C2&Ol#HxRhl8Cv?N67^)d|&_|)_M55!rk0^$5bBjE~rn(aCMXYeT}%OOQ7q=
zEl$55nZ(FH*4}j_(i*(%nCD08SRCiq`vQf9ZMl6S+5X2FBHTQyx?qd<NMV+3oW`Zz
zbS1?fH9QqZE4f_S#R|-SitYL8$_ZVUzd6x*Wq-mXEV4lFVXmF(9o<~u?Nl-q`McI>
zQdP}8Ln@D^lU$Lm=c>sqjVMtzPgX^#GVR0l``T}%HN_|?X-$J{LGa6awI+0Lyjd^a
zzV!mk#|~QO^X0N`E0EZ8j&(BD!Hb>(0gW+b6bLXnV#~yLKNY@)OvkjIVtu?RXx@^T
zDBg$PE8V$VLO^Y9E#=x0%+~6x?2R=6U2>U5D!V~wa)Q!{N$tDPAuznaZqz<<oIB__
z_MC0a;2}bnV83>Zu?Ow*A@t*FBHnoiRsr=PmOj1e5wr`Km$jYepNc+cDkC(Th^=eK
z;`2`M4f1LXx!DCw^hnD|f$~4z<67zzQ!^1+@fYlaKRV%6*jO-%B$!paK*Au#&v%`7
z*LHw#2LA)(*6QZ*DU}<p>Mj!gN8C5!;f0tl)nmK2Gj27G^DAXbLJeBOd~B{5iTMDB
z)F4mpi_K)KKH@m=mmATcXmoJ}YKip~RV*Y-)L-_A)?cEEi;rA-x;e_RNSAVbr^2Nv
z-sb#)|5#v0$C>&niAX1oc1Y?>_i_f3Hl05S62d3H_WV6o_s$lDnT7XwFW_3)bGTOc
zC&SHQpfa?P2z_deyEY<pxgqtKwXsIWlAx1P7+kY@Vz2%FqgyiRl~x^1DqXdSZiq&j
z$SX^qm(vn~+Z$PLTceoakE>VdoNZ=q9ex~8T!Cv0Z7*5qi6g<ke=bHyLzm+e+O6A)
zqF)~)ghZ<Oy2?0y%s3iTZqVn(p6{N1l4ewKIMaF?_U{)ZSZWZ8DRuJ>wPmJ2#Sf9`
z<&D4=AV>NK=0n})@7r9v5|HxItyy?No9wTH|MGr8VWvN|+D-J;Z(|GAoPbvHBv*1%
zwcm@~i2Rn(9G1p4#Hb^(*Js7I6$+Sp;e^Hc-K6&&km0oER{;%1QtnjHR;s$EZp{Sh
zaf^O1!r9n0Ar8&=_n7fh8!54rFWmmR-<6CVM~%Nt*(o|!lbq%42TB!0Th8D6P_%+z
zM`6~3jZTM5@9pgs;8<JsDEQ0W7rDNVAEG|-{^kNFawq4VFwzjUyr+rFceVuruFH}2
zt!;MKvQ?Gl0JzjM7p#}U&v)M-VMxm->0xf%>ESSO@2}q*p82NAgsas6-3=mgM)GmS
zz3`Yhv52CVOY+w^Fgm&wS#LezEZ_Pd@j9?x`R%R*>75;JI4UP0d@7aZp(CK;4^bUF
zBj$N<_c+#k2HiJXzIE*Q;WY>G*3d~!a>iQxj-Xn@V}%P_dkp7-LBTPn2DyM*WFOFQ
z*O(*j^uG91<Ca(v<h!&lH17b!q`RZHz%tWbSSq%msA3@Wh%pP=sb&v2<_irmiVkEQ
zUqv!1od{t6IN6a5*gVP7;+T1~{WFZ>&@gI!G3khBuctK7uVV~K1&SLkZ>Dt#;MzMC
zE4;!S6QMO+XVD+z8}wcTc7eKG)ZpM3X<f>5L!!M6ws!2X;h@D(doyIYc}bY^k6)z-
zz)o#9xn-_4#qyK7cqdVSPk6#MYkC7ql*WZhpd+2Ios9ua!46IS+^2cC^FVwcm)Apj
zA3MZst}9n90!j>fwZV6!&Ss36l$qI(EaJ2V2()<8xbT^Yh^)pX6Mh(vux?mh;<hwM
zLYv>EtorN1?Z)J$Ju<Bs@LU4cYN-u|e#qI));b_hLZCaIM2FcM=BHZ%t`E;hN#|uc
z2dPu>AdQ^%?l^kq@V6m8KIzzk+-KOm+pr%COJfz=*?()F2xo$X+`6VL_!jO($yOU{
z8QQ$F3J=@1*=m?=9P6=vRMBfTM#2+!pYLbiiTrzc>(bN1yrA}phvEF^-9%=XCv!%J
z>EEl6T$%Pf{Fz<z?F6*6w4Vh!hAi)pDfdl&)h~BgKJ*!RWO1{TRiOV+y03y$`K<G)
zZ>H%t_x9=7{8kos_3#<D9%{xrLXwaI3^XE{4K=isaU*EF2;aa(>qYn$eL3TEpX6Ee
zpbd2qU-cQ7AXo8Izy>zWCSnG}+8dHDtG%_dz3_H$(m%?rqobXnAr&k&mibdf#NmKx
ze6qUwz4nyWp(!#_XSO0YN4L75?~cdjIFzzf)vu`wJd^bc7>ivY?}#v7Z7cg2!tusc
z*;HWYOObdN=0gp?_r|QHZst?+TCT8;5*2C;me$0AaopwC6+<tyl6)L<@O?SNl^lHL
zc^MQSZXp0m(JQ0OC7U@zn$<aL*7)s^xhx(5)ed5^Ze5q90m3WF?%>T+^hw);p>z$-
z$&|a*8WXC2DGH%b{3gXY#|&5DBQ}{s+Fj#Bp@W(!c8zCUicitp!E^kFPF#`-=<ZCh
zBE@MgURa-L`k3C5*6`gDh-IS#lMmBr%6~j7Chi0pvKjmET=etY)-kMfX>lWPg{i8U
z-|;&4_|Suo!|z?h_CM1!r&ER6(9W_v3a~RM!L)`~V*u@fNBN!st7AE}6a$iIK>w7l
z;J}vf)7hmEq0_*^xy%s}JC#+K`d3U1*Xa)_%0T8_2IG&wS&pqY2c}{CM>acoAd@jh
z4glX%qR8Kv5Kx8(w4dtFvtvND5}?Gh?I!ofX6)Hk5745blA)GIHn&n$H0V5xcDRRj
zqhvwg3mLAh#KgeOIX78u{DQoPHZYRxE<LSg0(7YLX!94YeZIY1WH7hPDqH^+?Wk8(
zO>gSXlR;}Gm|LR1R*W$?HjdZim-nhu$}S6l#4j1i`8h9h&XQn-%2~STcO@{fj2#I}
z4EJVLNy8mO@Rd)pQ1ycg_F@Gzb&Dbi<E2p>;93MsQAaX?agL5#4W9Sf=)9M9rY|%3
zMo+hfhJNX-9&y337Cq70?>`TeX`kV>2r~jI0{sJVq95kC<LSryOBJj$a3zDAv{f2H
zUOpnbC-UaM<p4kv(zMy(U1#hVlj$b%+Rf9TKxUJe0H00}l^d6=Hs$f@6YqS-;ocd0
zu&>f|+MtGPa%F2~LL}sYL%Gv?Yu^F|pYRnV&d92>>ogR}@Y~VHJ#B8fWERmn$T$Ay
zXfvy>XXwS=@i9tr?sYQg&Eu_M`!d<&CMpkGiO6d%Ywet)<?P%_)P~*PNgv+Q)hsMR
z>jI1{pWS1PU*u~he-XU7<G7K|ErJSp$<6voz|VJ;JkqDKdcj@rPkhU<NAY=Z%`UDE
zY6|L(p8Kj0a$g7!O^2cyX%m5}YBR&pc2U|<kyV-E1o^1dTxh_ir%v99X6&A>CVe>`
z<2MuP?%orKN#~mg1r<<NREj*z{N>6B*1$g5usS?WRLEA`ME3=RMFV%*PS*C*Bbpv_
ziBPiMv;fh_Nske1(<b6R(cz?q6^!Fs91@;W7Ta&02<d{z<)V=dB&WCgbW3yFtAore
z!1fy@i6`%ByI^Go(oJU!Eq))u%8<p<!2><hv6J{Gg0Cpclouebf{*0**hB#kw>U6a
ze0hmIsZmd8L`F9FE)O{oSD}?Xfk49y-g0OS|0VW0{#Zp#cIuI=$9ne*Wl}rp^12M9
z@}{T#kHXZPPBy1MHR?_3ykHoRVug!Qg=<(-i#-|H!lkmnK%?jFtYGV&rBWr1rz1J2
zpwT?K|5Symi9>>%z{*@4vAcWdUZm2bL>2Mzjw<uzsZFE(dMU0%0P#vKqr#iX!kX;o
z^3}N<v)$pPwIGJ_2cXv{dJD$DIBI$ahkOi89FQgINVf2X?MD2S=qy`X2#Zb-%4Hiq
zdh(7dBi-Ksth=)x>3_Gy!RIN$FKYtRA!2Ha-(6&f?TU$37>NqqH%$hSQw21ci$ln<
zRylHKz?-ONk9aluV=|UW!ZJ!!ofF|1Mq@A76hIEfFNZ%*SO5%subtP4Y_*N5$Dblb
zuu>-zj{ZLQv}+`!cipJaU+dl9jr_JDEvZ{|#>1!mp>PY0o<V<ImXv#*THfGfk9X+|
zVj<mz*jBw<D{mc%nc-N%*a{(!{Bj-(o2q|J)NT|_tX_%HPPc4!3H<XX%n>u8c(RX$
z)wcBq8s?K<Ur`D_7B)RL*=w@ds)ipVq8DMqjbr`GBWm9G4Gwx?TdPX_cKWO?u2kEU
z(ly^9mdGTp>+8GnF%X~~-Git;8Lw1y?ZcOcdrdUxno<l&HLZ8m!LlAmYAYRJ1vzfF
zqU$bz{gwe9=F|X7b?D;y%ik5<51!n!&=Ts9Iyq=?RG4QkXwJ4iq|>~y_B%v4snp-a
zNK+IdDkGuNJQoQ~RcQs<tRowoqM>EM<0k6ED}_KRw<5ZNwd`F-@e?w<wp?~I=5s`>
zYMvNZ_j01pLMWIUOgXlHr!Cp>G1(d2R56{l8Ka_{mnRSo15v$7wFjBYnEaInmcCIr
z=c%`8uDSdwJ7Nt3C*Hk;$W34A)w};wd|XqCn*6y?K$#$xdM8EDP-JvY&H|Tp9~1Hw
zuz;Xbl~h!5AfcZZ=SO!j8JuPu$^O~s9J$K)$64Ss=}c+k7)8#=tIN0DG`NM!;{JO=
zgBpM>Ob)ju>f6_itnRn3B$vt=uwJPq@Q{VOz@yPEa?%Rdmc1kB&Po4))G1Wc&1_Ww
zo;|cy>ly9l<L&z8?><5EDWD6e9}~17!%bu127YRzIv&#6M}m71CZeeU$y0g9v5WEV
zlGLq?hA_QT-qGgP4BIf2>O0`IQH7jOG5FJRhev*1M6mjCES9J_7giX|T^*1Ne)HVv
ze13_SM5qIMl{F!%vmWl>OihlLPu4yyF0V$%^|coCS(gl3Ok4<<p_U_qcY^mwnG>73
zuGC-OZw$Q6Y^fGlfyWDL$i!|cBBbAKXd_N&3-M$bY(4o4SK-?KKy6d9ydzqDZN~e0
zYX+X;i*lxoRwxXW_aG6B3Qh~DZ1HSCV(MMD2Q7%c&Y+Gb%k;T$cxyzI<uS8!j(Z=J
z4`yU?0m*&|&|s)ojKPwCrH`Rq8;U-$*OpTnM9M)$lq@U$!;Cw1)BJ+V)<n#FSW&LU
zfyqXFiS%B&bbev-X!pX3-7}{6H0S_A{8k=BIqsB8G|X3Tp?5_7(-MBs6X_$g=QxFL
zHap_+3<K~9+0iFQ_BBiD2_C|fd%T1^GEd;2RI6}uVnDa*Gp!;UD?z11WcShz&$PQl
z3s<V<HkF&(!dCPf8gT(b9a+>3*B-BfhlKt+tebIKs}^!BUS*Nf;~Z8sMK}wD#Jm`2
zd>7vfs?dOXa+*KSipZO%`r)aDT->_dV)5O+RIs3@RkSmdQ$6+kDqbh&!v%3b*4PWP
zAJ*%pYtSQ?dXKpK4o*(H)KKB=rw5~3yDJs>cY2TXNE0q&`)aWLfth4!@Rv1QvW0<I
z@`Ds}JxVoZK6eyCGPm%0@BwBYZMR>=6o0lpICkM(dSSmvyGD=84ekIQ?Vwe>Sk5@I
zHDzV#i^XsB_rk-X0E91*M%7C!MR0%mQ`@i`oezXhGvrBzc(v^GH^q41+N@o?wUVp)
zpp#>Nsr#x*Y^dMIz&K0sLp>eb+|b{Fj=pKdogq9KJ&n3pFY701eJ-$eZN46$c~~c4
zwEyxwSYE?^I7eZ7YT#n#klUdTt{d-}%20L~$82L_%wfqZYh67nUA6qc@rNs2Tp%I+
zJIjd&^;f9Q4mew*L^J+$|GxUlWMh{mp759(i#<GCad$k;04M%4bP$H+Ju*DTZtx>z
zdqlie>b&|q75GApO!;jRZu0r~F#U`R+=S%2$n|io;JsyB9$Y~9c%NcoCHda41CL87
zSQs0@&qXv5S+JJ|^DxzA%bmv%>)yl(d~(j>tnBqdzyO*}CONh~<$Ln-yW>lrgV{X%
zG^v2t-+9OMV~uB<^257QRr*dnPWuG)z5mcqwc9Cdi_Usm_TjmS+E~F?Ou<tet*Wh7
zXtFY!0r)O<BM^xVCu&U%O`t!%y`W|hy0`aQwYdm7o^P*T%(-=r@+mQr6aCQ>j&aiH
zo~Bh1EleQ4mRhfE?q8wTuKuPKn)Ko~+1K|Ah@`vrYbQ*oCtIQ4ePT{u_%Q9_na7@j
zlU^%_N}K#Ze6*MQOnu@aT&+A@lNxF80;s~x*=}n@4sJN^O|dJP4&|I;t>Y&4eOoqr
z^?TW0F#%N(mA6EcZn^XG%0V;WnxK;ziCb`0WI<Xc(xqBWZ6x|V9~Ha=0@y-0i*aFT
z_2S$`q;mqt*2HPqs9}I?s3jk5LBj8gn{7Tnk@7)8gL;q)<Rg>l5$36DV7Oc#pDi8H
z|46*m0w$njX_X8ShR%G9_^9!w&0193$7k<OMR529YHwBVXwpMz!Y-$PxZ^YKq@Ghg
zI76VA_j0=nW^2qH6At)W5zL*~07<m^=&NhtFF^XZRp8JV*dFlPrOHt2ad@llHSe#B
z0~b-PS1J?ay#6&^EKy6m^v?f`32e@l0hQ{2xE2C88<nyBXA%QCI-)kdOx%-Qzr;iS
zzyg=3gmCNf9-0n%P+y6+sb|2D#PwzGJ5~2HoFdjMO8(8c6xc$zZ$b5iKF^S+u7)BT
z=_-Ywh@uDtw!}!h>8R*KhbMnS^#gqkgpXz<LMILh^Gqj$dC}5*n_X)|eV9_C$PA=8
z-);_uf#Vz<avY&$nI&|b`<tk$Ol*SthxYKSTUhoR3|VzA=5+pSKXFUt^mKXJzWpmc
zu~hQ9NJqs757F@@jJi*hk9SnIp^%cqvKcU$M4%oqmbH1(k5g8Sa}SFU4r^fVZsd{0
zqIFz$Jb(IKOS{d>fp#sYHM|AB=-nFo%{+LakaC4CrX3=yk#0A!2b?sb!aHm-B5F|1
z04-!E-*ekRuBcnYUp$Ym%TT#XK#-Xt{wnMMFT3dNg`86<etnsQR3l;s_|IHmVxlat
zz4V<iU9;ZWY^;K{(&}5Y_Np^8$gb7XYm1xv|AABw)(35gCZbYnQ_BOBuz$ifMN1Bm
z58m19`TFiQpO$jajU|vzU#jL0O3Y&70iuD>@al(rz(J)=L+Q%w)3QCIRf<I(SOBYj
zRkS?me(Z49sB6@N-tOVm`>OR~jVg!QhYXs6y1CXTyN1yRe>{0LZ+%qi9OMixG0&X}
z<&!!Kk8;nk_bDMZL<WVAk2{$|nm$!*J!X?&i_upJ#D}?Nx04<)y(DhNo==#7?7QU&
zO^c;uBkrDs&r)Dn4#uS5ZXQK&TwvD#Aw)WX-1OD@1ayl)t+ii<HsE@m=>e=@V0S8@
zGx4r@InP^O&Z<gvFQ_OH0MlXAmRO!ZJtfT+;$hO^_&G}oK&xA5>TIfjiIuIT*X}oP
z{Orezqi92I$c9|=)4+yafyP*1BI$Dffn0v}@+CzyveK--hj}IkCi;+T?y2TCkV2jg
zU%xmB%ajh7)ZClSa!ZB?mQCmRTM$G4G)C)QSs7`~Zw+3WjLyw2zxLenA)bMYPNRCy
zK>sS$dVW@x<<^`I=ANGm#7pFbzlb^(o6C>>4owgHJ}JmasNYmh9p}DSef`u#(u6sa
z;NhF=C`-!pdin{^INY-qjiKxyn%SI#-*(I+Qoo3Vx|Z`2KW~D>*Kh0-io-8rW<q9a
zUETT^R{K&f-C`_tj%f!S<^#D)KB^Bzt@-W2KJEIH40J8C9153$%f|H;e~|E#5jC?%
zM6OW}8zlX%al~A;u$`AI^)*A>F!$RxerewaIdu%~n*Ph|WNPWNY3esJT+nnGlG#Y$
z9QNzO6f?%=Q{z(rnsl+}uA*Z1mgH(#mBrsV={>al5#~e12!<8bmy0;?)X`(!b@KFu
zwsjX3K3X)9s>^9eF{^^@rHAcSoiPs;HT!gd)LlOh>{8C_(bHLq5jWfu3a{`^A5nyg
z+9$P8X=(7l21~1)U!OGG0cR@31Y9PQuB2k2%>;|v)zrNw`Smy=cVrQ_Gi>G!Yl@FJ
zZvdxC+v-C1Hs~jtE0CKpH&}0F;}a<Xg8>~wR%!RH$@YUbf6l#f#O57PY8Q+7JJiMp
z=521y86ma?`B~cA(YBv&L;oxXBm(SQ40vJt52k48zPzF9i@Nhou6$&Qw1(JLMjFo7
zVCe2nhwzW|N2@omGO5LY%PwzP5*6?#(d8MUzk02lHBM`N(fp#a-p?lE6Yf0<2}mYK
zE0$UCl%kzfEbqMbhZt%ggsWZBpbIQ3i<7dw;1zVjycedmzw{_IRAWe3R@-u}tMx1d
zVjG3_D@V7X)cf(76PU|XQ#ca1RKV>-cgGrJMozgN+AC4hShCd=H<C)^F34Wa`xF)O
z<J*z?lw5yS$Q4a-ODC}YB}t3saAX2)EMJ?kP|t8a@k}!-n}c*l%))c!NQ9AJpY9@1
zmLJ{Hv0mreoK*K(cGGzSf4LDa*_U*k3`~%Zg<EKeQRCu;vE3RX{2Fu2u>r;wvv7GB
z9sO4KTFU*B9N>Lj#R&^$kig!O&)hy8jyVj61Z2dgT7F(lHM;8q9&C}VHhB_}4D+P8
z-p~{mFbs3cT>TAHK6_vFZmjZN-SL_G)11xp8`g%{{Ak*j-zCs%7Z=7Er=ULCuNCTo
z@{U$ofcqvH?aaCO<mUEu<eSeJ+%#8VFw2;8E;dFRp73xE){VV8TOfa*;MWWxL~+8O
z?IE#!N5TowK)JUwWW|$26pdB{%hxEsx_~+W*5w@uKL!(vu{h{=+Tlu{w7mFAp$tvN
zQ&)*^uQ*ityKL+A>%z``Bh0a(`PIn!W?WC?S^O@Bh0(5lnFIZfJb8?CE&0Y#=37>>
zv5Z6*$YiPFZvge!a<oU2FraElDhjvD3J-!hB|`35=q>bIHZ(7TA(yGuJ*-BQYW@rb
z^$*_{1U#iDq;WH!?xt0S@Ca|umC-c20@CxrpXUzG1?h`)psroD%6--~(#$fQros;k
zj8BjGeIk~@aCkGXM)t~@TN2JoL6IF*P6{V@jyOI;pK~pgi_e5g!a)3Vv4jT<`t+!-
z<*&5J+<vPDh`roC8CXu9pmq}>T5XTFbgyA%wg^CkF?`{W1@oUR)lps3Qs{4FmL{0j
zITwQLOAZr*UOA%!vR!^RfRDI=47et&BCqn<8tgSab7L(Z4N#G(#V?Agp3>-SJsV~V
zb673-{(Bs7fjc|IIjnjOoiy<>wT@<75J!M<r4mxaAnybX(!&$+64&SJT5q*}xXdqu
z?Sq#}$0jw&>@^1T2&kHu;Flv${s&skwyj!2(J#FIP#Dbi_Uofmt$taS6-zhG(in2K
zLZ`(9baZ2dImaIqd{BD?^l-o}kHqI~z{45jiMEk#Tfg0rwb51f)Y6y^;9y~gr>0gl
z-_HB4JRRKKO-;4{V~Aj}`4V@9%olKBm!O^%)g=vZ{7}T)ReSj`j#dN7!(&wbS|v_?
zI2w@UU}mSUy>Z(M@{_Cl{l)9Cd&gw&Ew_xs6UzIoa`S2D9{&~F?=_I$WQSt8eM7On
zsv}Js4=C?31B?X@V^rZR!CTSjh<TuM^wJatABd}8d!uf1x2PXxc=Ky#m&I&*aL1sr
zI0VKR2#}YC2W~}&#Buq=oaoeLB5njG-}02DX38MspCfjh{sRTR`ww*0wwDt>F@*W|
zOo?uy6V~1gRC=wIKEG#2dQ{VSNABdHp*V0*iGe65?)u0MDa;3V7|Q=}Io6ryp$ZSc
z6};dV@ap>D)f29<RD~Qu<gZ4mqhKiORT+8)YKy^XNq%j!uJ~H9ew;>MZVp=h$kZMu
zN~)dLd-2krOBgFMJqOhx%k%wNy{Q4D>)V}@l4l;j-aq)dg!sg+@_|*Zw>fhyc%D6l
z^tB}}#uu9UI07a)FpbkPT=scEi@)#el-;$CN3{0?mxel|juk<;d~Yz8PK`NF+*MVj
z-RC|zuO=)YoPmQo91EwD&)v-T>bc(kA4u;lX>d7*5d3bq=0TyU8uJVTsA`8Sg;g<s
z<a6I0nHjDBs9(RL{>jO^#7*aJXlH^8U-y!3H}zt(v*6DBmf6dn$?JuR+0B;ypQ#j0
zy>cV)4kRGPJGRnO>)kg3!It8O+FPlgUkq$JwVrfgWdul1Wi!0Db9`S<N175=@MjMu
z<@bBCJwN{SwFG5#tR~0vOiKh{|4xa%wHH?c^8hx)c+xud%aD!@04kLs8fIqO)}frW
zn_&|}vp$oThfytO02Ri@sA<P&Mj&M-3F2LK`g-cX=3DWW5d&B+?Zt7NXk9uqu>HE*
z4D^e_&yB9y{oFRU<`hj?DambnK-d%%XRRx1ly3)=Sv4SLJhm32vhD3uFg33`t>PcN
zJmI~|itf;sl-$39<6I6=nVqngx54|Yetb;Q(F`eKIfi!2oKTxinO%G()UaV`_h(;p
zS~J*3PBe64)W&3$cB*maWrr|T&M^#XvzTsl@o>pSYuEM7`ub%*6vw+74Q;NzcuGjE
zylc4{Ua`-iVX5|y*l?Sqj$0>L5P5zjuExfdW1x->8HSi7jUjO!h1$@6qZsV{@k=s|
z<EL5pR^=T{<pyX|ElWJ~Z`d5yE?aZZ-(h%^V2;1zqi*}&424?t>o2t!@zMq$|7+2}
zv3q>{VO^o*l>`1N_hJs|hgZW2%Au<mc8<Te<0Hg?$d*t|Z|yX^l<S7>Cf6R;1NF88
zy}*f7gl(GijajZ5j&JH=fH5qxB}b{PpQQ3-5c*A9U~JGLkd&z-(fV5EXnb*<eEG``
zo10i2?hlUGZygHwy~3DVK4t1^I9s&0vmVTox&~<dK2IPRfSW{5^pi13Jp+wS2q2od
zG)@U9>8}-Hua|GHs9w5h{WzCrvs5xDWoBA~6|fZ$i%ihelvQ-@A^r!N8|ZOFBsldn
zLV)&TI*P?qJ#qS}A?xFbW+tmH1`LwSt<kj65U=hL7<tIq+EMN3e(=Y0EufyP9k3GR
zc;P}nrM8u=FyPmG5wkk(Tz)d;HjpH)=d|*7&*<4rUp+<R`sgAi5DAu%xIrH@I(z@X
zxSO>6Iby551`m4`Th>S8Ay>F>DqnS|utqKd_zQybz5<OJ)&Qi^BiihOiiMBAzQntx
zDB{7@wvtC?4=2Ao7Ai$=T7Su-Cv@}Mgvnt|UoM@<X$#AUS4%th8_VszqqFOsGhm}W
z-dHCiQPT;(|3DL%ov575k|#2ifA9M{^Y{*3?fgc>rRB{Df#YpjFp7bhQrNvo@p1k`
zfNW#<gO5z(hMVzHJVPTmEF@u%FtMwaSs-sW9)VHNz0SayU%78BZZ+N*)6sQE*qYV0
zu1S^x3eN`>MIp+<a=(P7y2%v%%c8F|k2C3FWPfYek!5e7XwI+nk$P2?NBH&220+IH
zet(sTc}&+HT5+^FG7lJKVn2;uBqkpcoAd2DP%Zd{J8#w9Ka2k@V7XS8C^{f;lM0+b
z2Ki)CEzaM&&y=b1<iJ+hw6X1giJ`2;fi6?;KH%^g#}?K78m&Fc-!*-{ONASIPS*Rt
zPnY9Ehr@#9^y0E(*An1gc%Co$Q088c`2#Z2{z!aW-i%)`>T<obCp>keVeeV?%!cB%
zx$I|=HWG#9RS#?da^Kys9gEqq>B~tbE*hTTjJ2gu&84u!1dVOM73YTA2|t>;9!G+B
z3j9zS3wlqIUrTB}5K?#uystCvv!;ehe{n8y;;sqd{&`2EJ0p@s4RMW^2+7BqdXEJF
zkvm~JR$N0YCSZA2FpdXWK5{v-NcGY^u&7z13YZBj^4kcN#&g%@gDn9t3bLfiblY^u
z+djAUR8<9_$F<N|p{?`jjY}NU7alz}_lSnGs)<yI``cX)gL{U;XBCgW8UJt*D&+de
z#pSzIdekCVR#)H%ch|u^kNf5d*ZoF-@NxLCPY@+@b-V1>1$LBv%G4AR7lRA*Ja=<X
z8WgAQeh_E|{mXyyZ!(PA)=%MR<?|>H4d>j%_y%ZN`YE@0sj$2~93(Llkfx3np%~~<
z`kW8)DOv9FvjPT^!BQA3HE%n7D&kl6T3}4GzX`ZBfQdmh>l}YH;qjxrLq!-NycnD1
zJiE;ROHsw9A+{;E0aq*)kEUSE(7K}3DTO|OTfh#r?_W*dwRzLq8FL_u6>F$z@o7kB
zV_8J%KnQXs+}`|FU*`OwlUGLsXhMzYfs+tJ0mvzVpLwSW&6|zP0Uxsd{=r`?qbz1)
z!-WALujM>6zqU#35<;OjxScG%PQH3Xj;-0NX>swl>}$HrBj$3vOF;Mi_Uj$}vgag^
z(QDqu)W)}<rbHD=i0CADyVx}I+$&vgI)9;3sfL^-F%p4rLOUZph5g)9-uAC&x=zkE
zW3FP>ozP1W8FS*j!(}&w9$wbA6z+ofD>u}&Yd&B&KUl|f*#8GQ?lnuB-6mPSx;>c`
zWH}h+K$ZBC3)kCH)4Wa(R^ADNP(F<KIse!VLf%19YGDs2vXjKb!`}8D_ldUW=;zWx
z9Rl7M>fQUFqjT|R^8erX93m2>6q!SxkxI@HIi<eNp%ikQLWnt^&xg`!%_)?_C}&~{
z!-kPE=jFJVV-CYGht14k{qBB$fcs(FeZTM5;kuqz{*Q{5I8cH*e$!=YH+La*&}-sY
zXZppYKSN=~JG?4AFI}If={Plsglw3f2=1C9UZ`6ddW)l@8%D=NJ-1gUqglq5X+CnW
zQu<!>_KIs$GUP<US%41`E;45%gW5VKd3q%EXaa*?zxZzZc2{7gOA<E{2qO$3x6XHc
zuk|keY&-?1Tm%?B`_R2?=(<}BY=*YZiU_xVI5nzW)h-&pkf7*j0W1)3Jwct+rzGpl
z@#n7H?W6&ndrkUMd<fm=^I*_CC!glh{S~);c~{(V#)|Z=u@fB!3~)!A*JIv2a62Nc
zLo_+u4D^K6#dO@nB3zyMZ}qH%L;N%c){e;P?NaW<!t#||9~l{NtB-ZQ@32LSDlQs&
z55U_+!WdJbOZIYQT~V2-4N4p_8XA(E-VxxWl?0W<cSUb7XjB_-0Li9gC;$YC3(Whb
z*cm3Wtd{-mzoroAV(A<VqY5jQ9mrRp&`68K_n)M~9%MdwyPcjmZgesg`GFe_W*3l=
z`?TN-n~BaLf1k}1o;*%pfIG*93W7Q=NK<8E%7N41FK8%#W>waHAIMKVOt%@h+9Q&5
zs_e<zRQQW0k?aBNi3v(AMzirYW5lDhLp}f%JY^{9cSo5$tfLHXRV76aSPxyPtD`l;
zNcv+oCNsod)`g=BIMWp2teC#9W<NpR0Uzff90lf+$?pSe*sfX6d;HHWOZPvtj*Zl1
z%Z}<H^O?QV5>(Tqtv4i#fidR9lzc({#~7Q~J#lFMD#q64QQr%lr#qs@9tHCO7Fd3s
z0bu}}B8-<y_4P>EX)eqK+LH$j)W}7q_;#rG{mbQQL?_~Sx!sIf)l^x;ixKPmG2EsC
zESfYyaW@Q-hs4%tp7pK;)4H@axnj&efM&M_RRlX){01J~;Fbzxyq4NRp3|otOx;i_
zzAOtZ0rabpp$uQxM!k*Mjb9ajI3M`o7}`3+io1-9h1Y6jxf~15$z|RSOwed|NF{nM
zcVbcOdxB8m)z?0kj`2n<B<42sr)VBUN08wGqm{g#J<$@(^?mJNxG2_+YW}{$0~-rf
z7;Z3+?Pz!~^$he?aMAW-{P$U8p2`T=y+G!mD*sb;^NG)UP_xYG&T+TAKW(XgkMas7
zvNOP7|K+eP-MT9c-N%8lUW&!2u!z(P7ysd>@?!CdCvfBMhdA!rO<(RUZRZg;Va_j}
zUVqrm^oQpM3(s>REbidGgk2@;352Sgd#^JiuW0_Wi!xlorG2DP{o!GvDR2y=E#g+`
zwNZnu)z+Q&-behqBy(otZU>9-M);2`;-|4QKFKmnV_`nD)tIcI(E#<qz4T1(wbXIL
z6D9ZK9_1H^1^A;>k{XC~o7m6hq@Q(Js!fI28wB6strZl#nx5NftY6;<?@myIyZefW
zXeSBC00dC|XJKbL7;2x5ix7q(DX^7S14};hxrxblQjh)^sJ!<aH+-1wl-(Z@^c-pi
zcFIzH?smfq5b4iohT|1FuzBW!qV69P&UmzOIwu%|UDFI7q^L8^A`m&n1Q##gD|~B0
z1`DeN$J(YgjHn}taPcStsz=a7z)^F51!cO@ignr#`68y_iK7z<rnNm^Sm&o~S1%g@
zZHurZ$WI;b94ieHWD}a)OTX8cblc?z3|@Wq9bSyRjJ0*wPYDio3k=!{mOfhr!@^tv
zhxS;%$(4!zi>4>dF90KjvA3hpuP1+wBGNs1nfG50A3Kj(a0lgM+ZOicwQN*e3Mcmx
zn4bjGs&eOIp0LT*f&BcRYwF>(qUZltKC%72s&s10ab@_UZ0RO;wK_ZN{<_dn^i=D?
zOl0PHr>4e{&xpaApBYhI?FR*+9Gfx{>n?Ee*Wp8H-{SF3D!)S}cOUbc5y6kc&q6Oh
zC*?+9p2>T9f}L)!6+=2W(i_$C4#LwAdKAi>fjS-@2yj1*3{g=qe30bL(ZQEam;Dt>
zuL}~2jFz8lw935Gq}06-C(42A)1AGh-OgMc)h?pKh~!Gl1aXKs)tZZDT&XmK>JGB9
zXf*E;O!I{(uPaekGpw26C!V)?2T=$;N=TK#8oDNRT{h(1Tj92@yK#!Qx`0e*pRxV;
zxF3S*Uy4f@L}=6g^jLcRdZb}sVfKWA`BW@wryefm_4Ca1ZOBAaoh4kTQRGC1PU51B
zm~zC?kbkh}r-pYWa+n8Q+$Xy=L<qNx@SFkBMv%`}6-=EN4bxOcHE?T_s1HA8HShmh
z2~NdyT2<GPA3n@|%~|NO;ouhM4bOK#s^hf<xDsu((!wj7nna{uPc_w8HO|Y(Kni`d
zB(Q@T4{{^r_k*#t@urYHVsq|bZul5*oI*EQIU!$Hb|XfszQjD}a?w7!!5zxE;LLZ*
zZ{}_g$?0hyF^8j~?_pGRfC}UG*ZsKM{nVXPei}z`g$Tq1Q1`FcF`?O1*!hX2*6AS|
z1`J4`!x8QfrHI}i9=l0`6a2!C{bpBZ`l%gkD(X1cB%AF<hJSYFYgX&?xyp7=okK=c
z*d4_ST0U2Yfb!rCrie}`v!jP!4k8(2YRX|Be{KV!qu96GA+#gYALs71x4I+#oB7f8
ziEDkFBNcwmw-<2BpA+Lbw7On^ziM$Y;M--*WYDq4a4;8WUq~x=)?#GEb_dJC;_ZW<
zS^G@1)R_?J*;UiBj=HG!2oiPlFX(xS6ZC51MOV$xAdvI?vbOdOHln8Io_*VXRdv;c
zNxQR8oj)6}sh#QEXin^2naoF-nOxU!!p>|(TN4=*US3mB`{s)`-z@{et{xUL0yaH<
zRI~Vjts%u=HXyJ|xQiN3Jh>rIY8PfVJ$7AR>##UST`H+Jqzm*yWLJbEZANj+6bQZl
z3o<dMv^K;<dR|dS{snzw0X~&IiRx~oBS2^%^uz`>37^vA2Dv776K+W$1*Wz8Bc8Lw
z5EfIfHq}Kx`U5!wE{*Eo)9rUdxe6(Qb_((>X#3Dw>xQu9Nf)Pn`~3r8JaObZ*DCpI
zhVlH<(*R+md8zceGYElc@gIoZ?fsaqb9?41(hliZ=~o(-dOpTv;pOAZERlhsiQ#HS
z;&3VQT~*zv$vVt+U&bRtKA-q+Ff%cuN)eaHHU`IU*R(y+*`tH`wrW@)e`K`%kBI9b
z+d89t*l~nELU>nFkj+i%bliDlJqi3U6dD_fn%<q5@#<R)a`68DOEICpw%j)<%*8i;
z_A;Kw9&tZ0#P!U?wE^#^$X+WeSF6i_&XIFAwHrc|+UN`u7FMs$ux&YCx{x(j@eRA2
zN!BVi=#I4)kD5?VP|A&iwC$Ybi%+nCG_k$X9@$T~&#n}5c+JiShY>im8k}<ZCqw^K
z2+3&2#1dooqHmme^L7|_D1rCQg7KU0Uw`fDob%xj8yx``C!<PYoD>6J)pJ33%?Vk;
zv!~Q{7)|qD@+u_c9M%&RxxWl7R-%vkq^e3S_Ja3=MyDz%sGpW<q_FK<jurfC^BZYw
z!d=>(IuAMn^hzehGB>w&jsa|;HooRvZe;5uIBy*FL~9J570f{4d#2E4QpC4H;kuN4
zR<+#_+kxFB;ed+DOEH#U!9p=VegJ?J8QdSOn&FegmKsAjWkDEuA*KizQnrtsisiG(
zS|FNXTI45|H>g7M0E){gpSTo>>sSXryT|kteiC3GXG8`g4xL^785p)SfOnUjU7EsI
zt{|rLUV}p_5!ocXz@Nu&JZSt~2l(r>x}bw>x@ja(r#bDm0B6Mxk!Dz=kSJsuS{tlk
zIgYnv1D+SAhL~(QdQ{F*$YtkrVnZxIWJ(JhtWBj3eL66$18(djT*j_7DYBKgxHJrO
z5vZL*Ozv6?-z(U(P;HzaKG~8#BKiGa(2S${Pb@*imIM^~PbV9dFR8(mM7p(&L<r`Q
ziN*(yHu7V88>XA{sKp=qP%-(7N6}p{+zZ&Bi4ahm`_*OyTUW1mAi*C$lG^MK9*6YL
z*?u(Qrt+N|h{&5FY{muJ_9DkTflo2VI>3gLy2<@8;^GdgnME1&P$VrdjZbj~JGjLE
za)(eu=q@ziTz_7zmRs}i8sd>N3P7E7K{z*WtpfSVot8Gya#QQAnK**ubtQk#$U$He
zEYGkL?G>xSY=PshrZvZj@|~S^rfKgCMh7A_?Y8dLOr&!#IXuOm`X}6K>%zN?xTkP~
zFXZL4=Ac@SA}M1N(W@=F3%jgVr|fW&ml&KewrjkDxph9V2|c%413pLor1`boXI_L!
zwcL{a`QwM|%}*<haZ2@mMPy-!R$|*k;Jfb?D+C}SS|ESNYgDZ;goYVj9ZH)q1zKgy
zZ$=rtH{9=HGeW=XyV8TYb6~_2;c>4!PD0y0tmKi+rCZDG0bsxrsI@h4gWd0zWW?+b
z*J2@}{+>N-z2z{=Ekw7XTXSZA28xZOX#;#^hjS5;Svi4a6BPr;g=fzoT6m9mIO?OA
z<zb)ykTX-x4TQ=}4XnjCaFh?I&o4e`_g)v#ulF6B7!Te^vjN^2;j+*D(uZ?OnX%9z
zRV~A6HB^9$b+?S~fJzgB+b7^onm;m8eW~eQAC|SrnKC{g0F-R0!)4lp>PRtzdACwp
z))H$8JGEP3qOi}xK+!L4=gM3To~Wp8-<mkFt=>f_|NeD;uzOV{r(|{AW&68*82>4;
z_MGRP56PGY5q0JkLgjOL&t%Rp6q}(P5f1IO_wrs8Q3DW^RsSC5GjlVi>^;%`WTg-L
zhm8=9YY}3l+`~ZPuSMci*xbCe>!a^irgmhnbQ-s>-sC$&8HQV?-?t83#cBEy4FR0Y
z_VQ@Xn+)Jim)<{`HY__d*ji4TcqovY*=^lv6cCsT-qp|<A7De}($`~_wiYfKc%A_s
znGAP;Zm|jyQ@)vC<KvoR8r!-)bx0qD7L$xMTgxod8|Z@ygHeZH-rW32CaGSLp2VJ5
zP#aKNNNeLja^U8M3oZtYGBZHaJfP3P!5jhP{0$ngYUZeL8H5WNtXIS)XBAqmR25<K
zJTF%&=u(LEhM=2MC0}(R*8?hQq-ub6Ju!X+=JVkorzYT-Eq8Bn$mW4TKoRWPCyTrD
zDFPe?3Y|P0p(n-i80)AX3}U1)HaOkdCOz0K+8VbB+goe?3p!U%A4yYuQUh<~e9_hw
z^JCV<li-bV3N%Ced-?J5tzR^hJQJUx-5Gd_z{xI*XsfpBn?Viih74mI#j>NyD=EC$
z8Fl|8LGf;6qW$g#pXWOULpK**On&<IBdUeV|EQCU;vV-JZslI~-(%Q#NvF;x2)7O^
zJ#;qWyXkz&_$pU)H(lmOp9)yVQNYXb0OgyPm1P=&M*rTe5#}9#Vd3`DhC~Bo17e!u
zGJm{OzqX`4W`YITx^9b-mv6QG1!ca}zT;B%Gy1_+;Vkv##m(rEU-rdcc2_VOg&OVm
z8w0doZ76a-QPu+Mo^#$(c{n1)#7RT|0g*Ya6ENS<)8BvhoXxW}xhWSqG{$PNc)5Y%
ze7??0LRg)b40r?w;f1G$zv?=Cuesh;R4H@<$)z0LM$l;E+*vk!wwq@%>Y5!o8WVcx
zgqdn_`y8V4R0$3+1y43u7F}lM)r6F5A_CYE1!SFkf>2eFr(AHjSkpy5{4un%yVUkg
zXV?J0PTtt%!K|yTS+xga*|fdSqxBBG(d-W%gdo0POS&qm^=#PexgjT~8pT>e=c{=(
zxS~sX=UU%qhnv<tb+^2r&kT`h=8sl3<})H|^YnXK+~{auqdQ_`d!gwzP7#OJ$rih?
zr%f64ESy-2<uv}o)M}?{h<t&3xWlPiQv2d+8#<)poyK<Mf8?}j+D_Zw^`{3L9(TCe
z>9=XeKIb1#E?9Bu$@X8unL#5}arv?^%HVkEc}TBU#&-RY=U((KCGx%0sJzgl^B$A3
z@*IMp?Bm_sOOo-cMj9LX_ZuB^!Zpu>%epz7MW7CsPa<`w>e@>A*MsUYUc<iK#Z_Oj
zVWkAw{{he#@=^5qv!Drux8mRb+-X&3MD?k3#HS}H4U6HSA83D?f^96>9MtA9st*!E
zok0S+;fCHmoq-b&dG|2-p)Ua@QDFf^@Z6vViddZFk+b<%=`egE^Gbhq);DwvD4t-K
z;Nu!H4V-+}+B)f?`X`MvZFgHbljr?q?npnKWtSCvkAS)cev51JeOdpdp;|h{eNVr4
zC&a9{Z~J!$t0lGyTezD4@-Ik4PC=_z^ew7((#QFNUYvbua({Zk`f!@plD&F2?4#r<
zzX*PT`;&41dk&+d#vPwWqOD9t<gz1Lk1R<T&r)<|w4L_kxtk?i+0WHj`SVA?4Wmfq
zy{1yqc(<V0ZdR(_8NgRyVg8(BZ}ya-<RM9{qAtui1YoG0NMHk>EUdOqT_1T;*Ri=P
z{yxKC<DZzL$+NXV|Bp%!{bFweJ+_zLx&)twG&iRA-B5o2^jfhiA=V{M;{h?>T*)e@
z$2#rys-A`dUW9QJ5G|l(Gpu7P?S7=4Up=u#ANGnO8Dl4?EC~x@4@*B|OdeQYewnTu
z(%`!70|rdI9Pr={2`7(tGuU?~)f{Zw-#(`p$%rH0l5!*cM>>Wpm=RI?n%W1be6Ojr
z6+PIIuP>#$9-Z!BD!uJ12@rYv8`G4Cd)V!0!rds$m}1g%rGvFS%YL|G#}#^4@3u;}
z7T=rMFm2}kDl0<w`(IE@x8sF?vNhmPUXjzPYAwAO>>@=X1)l8i+4c(|`*q2}5e4oE
ztqTb3fws;)Y`U(bT>D}Gn|7Bd0DbOa;8!iyO&w?Q)?;veC{#@K4Yj33$0`8u&6FN3
z98mbQ9f}@xs@icyoK0;P>9oz_7CU>I((>n(rBdqiNn=toTh~FO)PAtGVqn{|KUMle
zp;IXQ;_777D6*kBr1-(d@qdu1&8b}t4Us45qER(PxuFy|O;Y^$Kt#qu#-+-%N##X>
zzTP^tO(R4O$(v%~?Ve5Eb9bLAC07g&)~&aYfMJKy<mW2D1*J=QLQ;eWfJC~k3I|=>
z<nm`&2&;p4C3BYt#%{f?YgNl!m{+H?QIIW)8s#q*d(W<aJIJ<y1|PIw9Ch7+*E4jp
zvsTeXQeg*n@ul^ZguwQ-<L%3O!fkxds&eyXxO<s?I?jsbzqCOzJ`wKV#Tr>Rc~5C!
z>hRdmq4yygQ#&Tr1Oy+29MEr0T{`G?eiY}Jr7ji|Q#j)D#6Nl7>G@Kv+>(x6<rUs}
z?nOLzOpF79jg+F%7v*<Wz$WM8ggj%MfwkTlH4%^5w=q#xLA-{RuDI<5QPJ!6-;(b|
zHSX|-Pgdporybu_*AAy5!$0^48<@h9a~EsQiZ#hp^Q*5M5g{qZq-~Au<a@WxF5zg!
zzGfG&Xq!b+>B_#N=gb0%f;>sATBqJK67^0yX7j}8nlX63T#`SGPFG!EWEXA9>fH4X
z5OH<z<IzHd&BfE(@seCSTS|yalLIrlt7B%X)l(QJ0!rXjSh&-P{gv&N)x%*O6nYDd
z#CT*Z%)&GvTJs^%p?v2+bn%bvOz>XTL(A^nvG191m8)?@<)HNBT|c8P;Em%h(}}PZ
ztt8absJ__G<Ds<}ZR$E=kX3i6w#}5dGaa^9U3LAw+8pjbHRkSNZyO%MSw==g_~So@
zahv7XwLle}liz1LhxmoBz@3FO@EntG=<hv;6IxrGkj9i)o7U`cN>EgY{O|HB#l95U
zFzVw*gcG{qZPOb_m#~QNoZ;QA{M&lqS?3_hJhSudRlYvQ-`&!eZgp6IQM*Ojv_jWM
z-t1g8R~jP_a7gr#u69^#ZQVa&2NWXuqgCqQ8o#C4&N*07RJ(EKM#PzSEddekZ<chf
z*!8-dZ9mJ@42_zZ;=AEKBl^0-eW`0<33E}-=YWNdpw@0seb7eja}YD?QLM3j=~BS`
zu<p)+s--J@6($X$->`{-T>fw{UF1&tRPwc!){j0pf!>mvZ$O|$bN^w^^Yg-@<~keZ
zsc@p)=q|GbSez6qY_vGN7Bl57J_$VLl&y8*y6^KC$+!27I1c;YkwZ_WCP~Ew+!P=0
z8sPtB$hLWDRloi@cH^Dew~8+IbxsDLCvgVTMARkcZh9JYue8vXhkS>tTjWY!%&i<~
zIO<XWKd0tev@cAJ6r0iN%B@{<>v3*KJ6X~n@wrL8o~JPWhWfR*c!>P3kQY+OFb;uV
z{@cke-B-M*3O8n2aND->NcxPq`>HK~w>}bN)mgRv=XB>}rD2^S6I}*ZIn{jmpnweI
zZ{9r;&E89JZLYui04qNRj!)lC-Cmg88U`U|#|EQtXC`{7Fl|6PvRIW_tuPlgJ|LUP
zXdutf4mH<ze1E_mUuyYK_aVe@?bgY7AWXJUq@CIzBhuBgl~GyO;m?~WER8suR*c~{
zm_%}m3h!#rwJR_-qxCB-hqU2MN_pF#EQ=M`-XU$9_%i!e&SZhr{l?F(aMuLw{TqSA
za<ZzgZs>)t4&QbXJB2SVY~e4)53o%dYBQNMGX?#<V$>c`_;$!;Of+_GOy@8D1%X_r
zpP(n#A9uHPP3`#jy!0E;1g8&cjhQNHT3Llu`pg**DBl6kBS6|pN#J8;!vJ`oC9_5T
zy%i&>s)&SHUR*y4W?>`FiFz5Gz73l^ekU&u%*hRk<U{ziIVW7GP*CS|cD{H`nfo@E
zrt`UZ;RRP0$;Uh}X`naQz**cFwu&sSntb+8V7v0v?ycaJu7K)KMzXzE)Iqs)X2>i9
zPOi7IO@whelVz4PM7DPjv*bYc>U;aDUgruus$dL{zo4_D>Gs_LmDnAjqnOymqu`mZ
zIek%I+nKgmIt7B};T#&`A2>?*WmmpkNgsTZSOY|_av5-2s*C9Y9m6NnU>LA@DYBVy
zJHOpB;u~}GwH%Pw7Q;%a%dxUS>sUg0L*Q&FJdkp5v}cL?X}CL_zZ99HM;4ZhkqWK~
zg4?*UU?}^IjErg2l+luLDUjVBV-Iyp^gCe&&vg9V?p<(f_f*(QLI+8hwIag!knx^R
z3F0B?y8X3`E>r5gAU?aUrFsE&XOXc&vUk)D8g!KRAPtwEFx&^&WU@z7)udzX_r9Gu
zyh?ft>?w{<Ta-NsCmh!4%#OY2Bc$XvKM{H8t|8@8wxMGg&Mld5w*YUduSc<BW8UfF
zf+lXfkHAr40n0-+jli?_sj7#|M}W^5|HRP2MGSzMaDz{Gcruc%2o(ZfV{_F-t<;2O
zL}V(#;sd}zl`(oY606Wubz@qq1sXI(JX=;d<qPbIOTVpN*nW0y+E(*pykmtPBpGvl
zCbjeC{0Qm<f5DFZ3uT@D0%c7fh%nIlrm!byC)X7IHn9%fnK83Q`~~gO>@p`zCNa_#
zyQZb|hB-GzD&<UFn%O0xp2Y8mle76hfPke<E<>RQ_k3^u?^e63LOaK`Qa=D!#2>N4
z_!cG;g0sQak}Qs{(3X#u(q`;0Wx&s0n!=$5qtb>ApFv3vY}FRh`y|4?i9dQbps3eA
zpe%474~E}s?e%t(C)KpyNzx1fYW*5g9=<>>7of}!<7Bhurqp{aWKH&ichcPNx`^C3
zioy|y3&Cow%0IlNVl$QX?)4o9WoXR;UkioAaF07)eL=+bEKJjn?O1>jK=5my*YvYc
z?+hnB>KuI2+O2TZuxV{RvEsV69yNX8rajOF15aJvrSdAFyn#@Yq7BE=ZP5H)jsK+b
zPOi%bOuFCpTX~&X%XyFsLiwi8Y$BZ9KOrzQ^R?&1{_2d={?D1hCD@FOoaZ3)9}0;-
zds(Fd&enLcM{Nr~ED<EGsFaL}SgMRO7~@IPjnL~_8AkpHAy=8&=~xA${!m+w?0jo$
z?|ZNB8vhH;D5pQLORxXfcCuTF45m?YxwsLr{Q6ZbxqOcs<VDrN<h+g&zsO*`1_~YQ
z9&SwW+8rI2&r=N@>)G{`ih95NQ%<b@D0bj4Xlz95C7)H&qcbf5_Dx+nxf`q61e4ZT
zLq@(wm-d^yPf7l5&K6PmEt5##qtqYSy93&Qzo0imnTK0%eSpam6g9W3|BO%i?XhbG
zE)lcvgh0dxIsr_BB)WK7`hBTDm>RyA<kHi|3K0sHBZwb03@S;nM2nxsUJYuP!r@X0
zcO3o59=F^LbA7aNI-YN}ja?YN__EK`kBu+du#EZ5<!;$k&{H>FNHTKPB@uC((antD
zFMRv4`-*l0ZHH+~!;G2iH;_Ju#E#<TnlTY__OaR1@_#}9#mA@Ta&dUhqx}c}f~F~)
zf#*W}NFA;jnyqe9<d6-Gi(G+t?lgWyFSB*rBCa>fKG-5?6mu@qcYpXWpP8dnvU1#s
zCspt9fM`khs>;_UN`18PDZ8np6dtLoUml*HRIUgBsOAFnmq;#~65~$gDca0p5e8PA
zv45%lX^*DN5g=FNXIZbB*YI4>y{62?5!V-X(NCLY`_P?Kw*J^K_ju|p?xo;)gpMDZ
z#+++90w+_Z5!G*+IWZL@a5(3)YrL@ll>;oRA%{1+N`3UMwkP-3cTOtF$PTCwq&V=`
z-h_8Nnfjryqh^x9w|%VF+gUjR*;h1QO4a20LhYA;4v@kldwP0EKE%rbF*ranWS%{V
zEi$RRdiV)l213cgL&$J<$e__ipS|{-+v9T~fzLskTK&JtCHE0}oDmCYmrOsZ))U=o
zx7R=0VZ93PPygBXJ&K8#A+}~QW|A05zYW?)jk@PK;ejb^;92)-gY&tk4AYl&BwGfT
z?sJ5DrXPG_m`_(GM8Le`6A!~?dAGL0M6Arp?P>LYW}+v&Dr*l+)M(4|5DRM@z{=i>
zj+suFCUv%+!3{mt<osp)Eb5zbe7qGT?l|YxDp-7UhnyI5bM>a_|D+N`oYW+mLGRwh
zud3v(Q_>0MqqDtiuZrb8@K$@_u`9CmGx|MQpVn6%I-mdwTf^M+*n$>pQ^9dlKR3JR
zt#51*9>OF4nB!FST0)P(LqCmf(EPV88h_4~so54R$M)GokTR(!<_Z2{&M$a?03<<A
zGMbv*vT8e~2G6PDcU!3UweiirQQ2D2Umh;>EmswG1*@wai&~)>c5$7vx_?o|pTuDL
zfR>H97ez62Xdv`aSmkc$ulnSA)6(#XXcDB(udTzSshcxtKxLbz4%iI)BWQbxJTjh+
z5moXyM@{YPq1OJ}<n%u-RQ=L_uJVUbsdBgv^AcA$t{Iq*UDK0vk@D{};7tN^bh3&+
z%`7v9$Df_6wR61P?kHncl@iDl6!0mS|F89p$_t|#JeR)EXF}-F>7hF<Bla;{vpu<=
znGUf4nTueW+xLt4!3A>paoj<J;>kLYsMh?mln#Ij#k6;;;vp+@Eo_K|OCklt{ApeE
zDkfFN4Fyve9H*@ap|`$aVAq&-#C-}YB7&w-Qg7M#ztilvRkR<E)H;5?OYAL7#<v$U
z5fpn_tAu?%bsL_`7d@COo-3{{+?iTlF?JB+d1IMrMgQjcY-+OB|DWX+x~D5WXzQ$a
z`fI3jyTP{6$&6kfotKw?Y!SIjbR5xN{p&xRY)=HL6uw7k{x4Prj1Jmz$?Pv4WXN0^
zo3{Ahmm@n1^jFiOC-OD`nFF9;Jg&;Qv>^BELk{BL_BsKaqFwu(U`49hg-R#P#tU;m
z(m<1nVchDor&rZ~LRB!<4Ksjz#VM`UF-FJ-b|D(5oZGR7_UIB7&-MRmII+seGbq{m
zSK5Xb^|aCOcVF~j^-bxQf6IK*-V>HOYzDi;FW+R#{ukUrG>Zv|zCJV*U^EK6a;;+`
z?EC+8`{d+({GJf*)|0|>&3_WqwsokfxAwE1Qxv_ibKcLoL)^IY)&iUy!etO+v8yK(
zgl3^lsl!VPh5ccleG46Ns2z)virxBY&sX1z)=z&+a)z_R*Fx~x8UR*gQT&6~^c|I`
zmt}k)5iR;g#7=Gs|C!uGv!L2_X6a5^og*5%+>}C^0cztXttPu)WAz$6=x;s#hdo_<
zJUK<wLoR;DMO{?jej;LasU^o0rrgViw1<QCfLf<UMi_z&Z@cHGl;D*aG;D0RKLl7P
zi}Ll)f5}6<v1&o0_OXCXnpLMWxEX@b!F$U3aPwL{;`3pKcWdiVYar#E#J<3&dt;@M
z59AhVUfG=X;pPwxC#!c$3eD$&)VW#(!}%}v2LA=EjmuVNwxEU|Qg>Uwi;N1dxF5xK
z+yIVJ!Z#n)UO633{owEK3jI56l9=!LV#6Z6yL9C(I&CBbRX>(6ea1h4imd|tjyr{Q
zcP)Tj;=;IUlKDr_=_KGdje(w_mU`M-tYbp=f>~8ZK}|GPafM!m@x>kRhwfgV$%BNv
zwliIi8?+euUEJxj7>S=JO<=b#i$yg^{r6(hzY9dxRwpz-^=z&o{G(n&_l=pA9{Wy&
z|23hCR7?WwSAc&s>Od|!(th*MOJd?;BfOI=(oITeY*VM~d|lW+zE3>iyTw*m@8OzZ
zr*p4!RqswieAhwSzsYx*q|Nn!wLA4gFzPDFt~!gU5MdE6rt1XQ)~bQ21(n5Zo;IVO
z>M9|b?B(hMS#ahCg=oPM`3m07&kn^Jvwpsfa7jFOKZe?$#UZi~yn0+jM(jMdqz%8O
zfR^-R-ZU#xe}8HRT8IUr-t)p7EPp)9@+BUksS{+qxp&v>j7s?$`EvG8CybxWhvl0U
zPGe*btcMv5={wH;bqW4y+_wX`Zo20>^Roc+X*KR;%OVUGQq@~k_eNVfma>4WjG%|S
z#7|#-t2b0F;wpQ|!G|0Wg*83h-YqQUQmt{Uk`NWGG#d2!{K=O437d+fEcA5bnK*L}
z`dUcgiQbupSULIpiaPi0mik3sktj7M)2+WCUBbwYuFxLKc0=UU3y*>JMzRmb$(G17
z$#)vGlBz|mhYztyf&z+HK)$>IJQ{RiNm{p<Qm*Tfwt6Q|pe8UfCiSpjs|P0Qu~+5?
zEC3&lMe3MGjQXoPe%a6OuioqFU_7`SRs-q`mpXMjm#nK6PVJ}~xhL=u<7Z3aybMO#
zmvOi9b46HhXlJy>ypHa_Oc{mx1Ods}p}>uP7?u1#%w~1`yzze@tIiu^?%DnszAfpW
z&=GJtxg|Z9W9LjRZ}(<Nz1CetV=MI&X}>i%xKScg1AhEr%$o6sKWqxJpHJWjh1BTj
zavx-N{eP`hw;S-B#8UdqQu_E=9my!6k!IOXB#O1t<TE={*=wYP*H3(NmH_s^Q`sGH
z<~7A*(cA@lFK~0BYTw>BzW7!6qx<<)5~xdt({G$m&`nkis$H`dhdrz-B+-}?6U##?
zsI*^IqQeY(CWE#?U5(1A*fX>mJZ!2zVOup8@IMvfL$iiB0hgWp_q)z|J=q62##t6y
zPvfp1-La@oJ6Z5HJS!r#+xoX52n^44CZpGO4PS$0p1t45K%ue^sJ$?8M#gl*T;?6o
zn2iu1wESp4|5*LUu-|1mw!$2qA`g0!@5dR+h=#5Ij1HYAj5CayYgr?|?8FrABhIp&
zX79KNc8_mg$k6#QFH0zXNl>I0_R5xec`bdR+i$EBE#8{yDx>eeD%tp#Gr8Dc9rb)H
znnUHf_fN!~Q-O_{!mBa<D=Es{oYwWDp9D2{E3Yn^Cf~<P1%r`?u?nRDOV}(RfpKjN
zJ!NMd30<pPWrhE&!d2l=Y0M|8*sqqWTz~kNz`oje7Y37C<YE^n-EM25E=~C}dWl_W
z2VBFsEigUrPx+PHiOSC*$23rURinSGyAKA+nL~9cEHT*dLiW$?hRe$5egnRWKp<RH
z@a8(?<cu@7u<Ed#N16#K0WU(8;Q_XZX9#zlkItsPYx*+fizepJ=Gf0vv|_e@miA-s
zc~%BBkpF@>dhKan`>$W?`8k>{S<A%<e@}*kLubi*@tiQBafKHWL+U&5S}ssjTf$@r
z6A}3s6Zqol;F}C&1u%roM^@X*P(AX-?-$DHR?lq4(1@n~@GtMMfj$Ep$E6;(fp>PU
zc#9XK=~Aa6>|4%xutINtIMzto_G8m2Kp2vbCQk%ILhGy78R)tO(>kJlYvuHZ;Vi48
zNZewqrNptlgxC|)MZeG&ErsH~yPwDqO)fYFBt}I1;kmwBpL+jZCHvWOQQmoCBNLPC
ztSE~tzD%qitDYH(s9IQ?nvcYGn`Zc$1Qg58><_a94wbcM^tRm4g%=!*Bf%XWKXe}R
z7jiFl6Bx<U0BiHjmaK?$!+T8ELu6wBhyX1kuj~oRb|M|kOTK!__~ebY2s)57cSCW?
z^tlgSR9V~#EB4bGruZlNYb>j&=taD!Fx%28y>4M`JaiW?H9IDeR43wVJ-xJTqp-M;
z^myPQ!aTeSlAzJ4t?xf@HQPU6rqt=3OmtO)nH{EOa7HB3EDIR+wjRm(p!7DSGx|EZ
z|0l@KUUqNhO8XR&>lWb-KpnFA{AdrhM#~63`cb0y(kYx75WdR8_I0fJ^}H%33l>Q!
z?Va;f*s&Nyh}k>hW@Bx3c7C-D9-bF_)4cRB%^+CQ%J}kGT9*jN)s6xPCB^%h)6Jo}
zkVn-gPU1a8IGs~7KnO$b1`s0mkDOiY{WsCNx>zUcy81fn>(AbcE&&sU#GT261IwBr
ztzN_Df;h~zqNu5d>=q!TqM?CIc@HrsthY0{y!}S1@H^g`f#IWHygOYBfoY27Yk}Eo
zg^A@>P9?8d#?XyH)>T5O*4O(*M+AW1v-4|=Sl@qhTf?<6TgaH7v3$ohi?e(sAGK<r
z^=4kB>qnE-RImKm__UiYh;gus7$(_L{dkoqb)_OUk@2}<dSyjgLOBdgGX)%dJ2Ql;
zmz~zxavfE5;RdtZPHf=Rfg5b;?Ub~b2f4GJI$W(|RoSMnhLejoJ_zYeaDx*B?qHL&
zC6F&gdouXl336iVu{W^vF<_QEo#ob_U2YBK1r!0T)8^B!=VpYsfA&_>LLt2a!|l-b
z2MIAB_t(W^&=>^59bxbJK8`~+0kp=W8}9%Y<iQsQn4aK$%kYi0pE1BtBWFe_L4Poi
zSGhXs6x8A#z$_j_;(!UkLz@t)?`hsfGAOUN9ULqpYAB)`D%^%oouCjiS6ytk_!TYn
zg`G8nb~zx!Wq-bAI-bk6FpCumI~>J8&3kjQ3MsEO>yM!OxKA`kWU`7!7vmbXsLRTo
z_lyQ!1AjO7AniE5U#4T`tc38gYzX=rsm}h%C1ZYvGO2H9jRlsbpW)rZBsHtc51)Oe
z#Ez0$%SoosXoLCsN&e->E&~7z0jQ==cow{F{Mv>Idae3ixs(6%1qBW6h1sBPVTcfJ
z>%tVICH9&ab_DeDD`1-!UcANe+r`JDRBhOLqm`C56)c0&kM;$a<f6}Lv4DPc*FDdE
zRl<FHWI$**@xQq@aXbW(0cBCGBsPrTczesoOz)(F0(X8e9Hbm=9>}EGQ6mnBUM#VQ
z@Zi17s(NaGiQ~V`&&r<IbmH0bmfk%D_u49M+%0hM83=o-uC=Mx#htG^yd-G!QuLva
zgwAa9!oI6`o+e_cFxA-CZDmT6`7F1pxb=i*(1xmND0KAS#T<4kseF%~rH@O0<#M~H
zW3_?^jk~4A?x$$cH=U@3d|BD;_Fu+R-Y-RqP1duC8xctU<C6h_+w(kDrP9?HXg^h+
zF=0yhSVHaZ|H6DG=K_@B+WcY{hX0qO{=e5ZJ8y5av3+gpw0K;DXyR*2OyCx%2<x1k
zzt+RXjE4-ylR*L*Mp}VgA^>3w=XF1Fs5LKSe7u$NKNL<j027fd|7b<%2nsk9i6zrn
zr4FQ@J}yuC3a;m-ltOY5HxH}TR}z#1j&C19eh8@k@bTfY5iMG_0f7_vHNj`v+BGJM
zz+{UF?+ql85(7J2hlQAhV(blyr}hC&5i~SfQ+%s*HPtL!y7lmGOU(T=<u>Ot2?pFt
z$06|W;N7oUW}+oaK^z`#x*O?T!n#*F!#P^nAn$$!j>fjv146V&HM+xKevrpv??3-a
z{%qv+nokY3!t-I@-+k!rnmw3L2adY>A0AF>$bI2s#9rB}Uy}5F;t}Tlo$NcQq=Ig|
zR9R!|3~RU{TB9&@{6^K<^z_i`daQl)B0=zu4B^tB8z&pPXakBGvfW^3*4BRFn*pNg
zyg#oDD6i<p@or9zL?D5OU%j2v`EWd7yQChAs~)nU2Fp6iHNh}Bi1G%&-4M$i-1Ob6
zKvw8#)z^^>=m%t+9~(C$47_~{OwN3UYfkNUyH_BFN3ZR4cYy;U_{0s2#RjvkHB*_k
zQmu=N!-Z){P5(G;!_{c@soUBWLg=q;mbRV3>msYSy5)$2-Ch5cj#mG~G+8Ub^Qs!)
za|4<*b+OiEEthxm-$K^6hbXaD(W=`F-%i>%@aVHzH^$Uqjslqh14Y$Z10nN^qRC>f
zWKhQ<=w-ogU+lbcX}qjiqa538VASO;AB*JSYT-4u4M6SbmeQLDz#EN)^<5bu`#?Mc
zaLN}aL)>4;aHpp5v$^3v2gYaDpix@mtF!d3fl$|!<DCKD<{|HXFPm%TIG}xj{@%Rw
z(!jsyUJ^7va9&Kt5N2y7^g;3++xFh<C#eHJQK_w5hU$t0_u70AJhzi&l=|^K`Q1lI
zYUgAST|1mmZ&`OyA`O~^lUm3Dmg(7xp)pokS`})CGZYpS5>JehQA=8p-LUGCe)GK3
zKRtm*L<6#_L^w&+J>9G#G?rUd_N7p+^AXJXP6XeX0Sig@#_CC}PfigYsQsDEi2dk(
zo1zt2Kr#o^zQ4BxPOjQqaQbNg@y^*wu&Ly8b?1;mG~xqm>XnB?T)w0KENn;{UNs*j
zK+4+5tua(}3H>_)CuEMaMRA3pk&Y{)YGJ`=U0Kvlz#7oE2F0JhJyLKlPTu~>VV}BG
z?0oS{PS@n9oev=sh4BnD9K0C;kL18R>`<rZCgxWF+@K@$@P;qsg*1-7!h&w<k80V5
zOATGG?IXQqKg-S|1rG%lM#!SjYG3P#0RIfhE0Z^4%Q*w#n}O*AM$5NQI?Wf&J@xH<
z<+2ay*eTDUb;kGS8rGSte5Nj;qQP<QFX+5!sDF(Sstwl9u;Dz!Cw3|;E468Z=Cd~Y
z0_2F<y%$gHWS&gMru~+L&l$}9O2mHZjB)zX<XGkVvNsH63X@&?oRRrv;o&FqtH6kL
zjFm;feY0Cl5I(2RUmWKz%7I;kK*Vu(#f@f{8vBj=6hHJ_{oFv<K3T}^W7IaEB>ED3
zZ27mitLwT)RfywmGBeoz_WcIs(1C{;z_|!CghVfGvy-tuPAD_|jf!BLH&b|KQzABT
z3P9pU7)K~X`^TH#zDf=fAMytJ`rl185yTL8_=R_D<?ZcG#CET^#ctFG(Z=o88@@Pi
zppLvybh2Oet^OAs%JZS!ll;Fy@EWOvoAX4~{Og@(lLOhdD{0GYX861x0#W`1Rh!TU
zGpL!0X(HAWONn&qE~$s>qWXa!1@+|1&W(@%QNc-~Z@+Q|u=V6WNQ_TK82aY~s!6$8
zTeaaov-3~pHO|X2YHlJ{Wgq>N4L11;V#+lD7_ukTRfWKQ{pBaa20C$nJ7mM|;C4lN
z8{4B78-B$`(*8S#MO*k@*2<T^AjO^d^rY{!PN5hFK*j5iG+-x#<!@lEmqsgR26_qP
zmi<8c|K%&tfzs&Z!60Vm+O@-DVB~oZhlCraxbL2xL0E_yefh+yi6g~$bF5=|BLP(w
z{;mr=D#v*0h75&aZ@-GFqK_^!p{hIgN&j{@iKx5{PxL4GuzNg`^VOmflI?g)-kt7i
z5#rCDU%qj1p4(@XGcfJAcp?!U<D~ph&eUM4p19u-85lqt?d<u!2)7zyW#IlJPr&C~
zCvLl*Rp--iP`FiE;-BBL!!L05K!1DTj0)ekW7q7Hq~fs<z+2lTl>$s!kd_a}@}p_r
zTE6T<jb<8L(|yJO6yj0n0Y)6Rsk?iB3ySyh^z~k9_(hWqk4hR<aQN072eJY!{yq)R
z3q^SSyeJmGcjj>&E$3%_UKUWqFAq20__D&~QGIblYWwb+q4R?5hFa=Vh!2MXWG31(
zd(I1^{z$5@cw&svI;HA}@p?-5wLRG&mmzKarFx3ilKF2yCy(!p1+zF-0jo0g)p}6$
z)1{evbuGyQ_09EWU;D~d#rzC=dPKH$Ni-o+%%p@EP2sK6^}%aV%670bw_pEBVkWf*
zLeQcflHMn3dCfJr;X(TY=kZVJk8g&*kDd|?StFXAF)g*13$oFQq6)+n&C^93DbX{g
z04;X>S(wBGMrm5=J}%@I1QO_iG@PCd<pgyEz^nSNC1}kxaeGeO<RERN?jIAo)pjuc
z1RP8cVPTEslS3n0q<79OMM4kJtmfB?jqWnS92)B0@W&qnN;yi^tsuH`3cFGLi=Cld
zZMV653~cSefgS3a(Seg(DEX3`r=lwDp=6lN!XM1?Xx?H>a^*-Zh6*6(cQ(AjEbtdf
z<5gb;%UxQ~3+7p<NGMiIOi)3DboqB_fakdyiOn9lm+#G7_P%_TP2C&8CbqZI>rxdS
z_VJqKVntILjzx+LwyAIUW;|XSp@Mpur7fb4lR1irp74mECdX)nmHrW`LuY67R}~i(
z3buQ^xL*UBFg@4R?K0wbT$_JJ8gcjyZEOwkb5q9y<T>6-Kh4u{n{%Sv&%Ya+WJp!{
z<V+k%n2FLuNI5x$rxEx+kZz~SwDsYA(qd`)?}pk3m-GVT&il=^GI}&qLNDSUq!p04
zRXUWOh{eoF!Eq84p&F%CS0{~uv&k40`Ug)#Q!EJut=+>`>Mp_7eJn)O7=WzP=3~II
z%d3Ne-?r-KC-mfok^U)dae;%nm>c>_vW87bG}6(g9(W;<wdwO)6ye{vPKD2jL4YMm
z8xaU?Hb3(Iyxy0WLB#@vJq~*PNGwLBVr5SLONl~V;(zcf%uxRngIi?r%9XgN`j1nj
zXEC%5?q0wyAC?<>(1V|Wj2dl~KJPHKlGwZHNyK8tdiBS))*h|)+x7x4S1#lNCgaBh
zx>&WBz2pHFvS;HbA+Oyz%k2=S>6W<@om*=V-vD-XJ+}sugdfdyu{M{F<4tlUX?B-@
z$s;sp@DdGcnfW%mH`6j8Gz&_h$7cQ{Z?4w3%3ZjtXZ62jWwsvjuY`~TMDB%y9TrdW
z=J^h&(5KPn2dIu?3z(=yOAR60dqUPbYDhN8qd)w2#M%18gue_F^CEk4HHyz7ckQGY
z^mOCO6;G$0lacCC;HwX;O64DtjP0l!+kk|%VbAn?1bavL^;!}$@Y4DxV(*phhMrLV
z<KF(=c#(Nk#>+z?j`r4*dtSOPHV##;p9+gl&IrCR8}7%hXltO9h}3Q(NNo>Q+MKcf
z-5s!AMKd+n_efhB8*8@Ce1Nlm0an%Z5`!%+QWl~jqpx356Mi^nU#jKmf;h0%<`z>{
zac~?f503UJ*JR$WXpjg>VzxfWH*bz`Wk12THrTVO>D0YjOZ|L69owyiZKDIM@a2xu
zM=%DiiDb4mUV6LAXPM`r^m~TPMS={DPeVgIulCb3?1#l9l{n+Yz>#2eVaa(7GFNNQ
zJN2Ko&+;e7a%d}FE5rdnZ)NEl3^1qdS>V8$gH@4{KexIscK(WVDZ{ICR3NVm-A;#H
zV;eA>n#uz#hzIW6HMGxm&vv0>NNnugS3vUmKBa;3B=u>xw<|pV{ppbgtzZ#7yhYXJ
z+doa==YG3}-p@r35_tm=$^yqQPnsrU`sx9%feen}lm`uISRMvY2vAK@-R69sf3A+A
z!A-yB8g7v`K7O|L-6bz|$8i_Yc*$dMc$~7)el8nc<Eo-Yl_f>yNMY~BME4Br?j_pr
z@IL)elkRv9X)=Lu<vjTtKKJU{2iesCKyN+g7uG-e;?wC@Bu)DT5YjxxDM0tFv&g`m
zau#^BlvI^Jw>{R6lXe3(Ci$upEKC$`ZolLegcq9{^I#ipz%}i61Ec|A<SDIj-$EaQ
zcl%!c{ay8BouDD-<wY#tS4im=2Rzqp0F9%qp_Y$?h}Ki@ymMHXnZ@E}VkVyFPfK4>
z+8)1cj-O1NxrHR)!Zx?K)0O`7G?V(Db5wDX+H3*mCJ2<jv8#JSxDAEGkBmweSM5i!
zhDgJPm$Tbfan&;mfYyH_ysyjBnoF6tv`@&N;E*~Dnhl|~RbpPeef&yBm!fFDsKL3h
zGGM?T29CbXylNNOf`MY|^HB<>EmPIwlm}&b=_<Gv2pe+S?@}o^ja;HcU!fTNOuYWQ
z{7Gm4w+6Y?qGP%iCr2V4rkmQJe6QF4TE1qmXln#PK2Q50&&AEK;1H&Em9f8g@`YdM
z<;U%SMk#R?YcjiRWa5V7ITkkN0_AB&b(Qzz1H<6id@f3>T8q8o3A3DsA5A3WCj~!+
z$}3w4Gs9$3>k`unY=&dMmcF_EHu)vvrh{e2x!PkLrvBiU3RfF$vr#&!rCNu-C8Trw
zxgZMV7lKwQb*gtqi^lThLTjhC4{)Aon;R0!pI5CbsN;43b&(0Bu0%?x?v=K&Ae$#?
z=dw3agNwV>A8?onA1#9w%)i|5!B@m-KqMZpe&2kNe)wOcY`L}LoprzZuf8AStuE;S
z!8E6bB^1Dc4osQTPilF$ik*;|*k}8mqnaf9Dr%^<V@bbCt7wO_;zrBW<mkM57;5i4
z6&A%Z8CrKbdU&fDc}{&R#fZ)DPOh^vGL~<IC2AW)`jJ|A@TH2l1UmP`NQ#`M=x1)Y
z1(RaEFnOP2u|LFM%4&<F7eg6E#mx7`?kGBi61%##d_9@X0cglxrCfd2YJa-(Jh#Sj
zw4qrM9mJnW{Q2{=auJ$6L#`9pq`JhnNrVM+r?-vXdvBSQ@fTzmJ+_O>n?yyvm;z$|
zP?W&IR`ES+IdOFo0CBKRtqJ)HiY!t26*7-jLh4Ao5qOHj?!>q>tIee+BBQt94E!)M
ze0J41pw}1Lx<5r@LS0k`6%>YPu_5T?XxY+LHHybqG|j+4hi6j50VweUZpl<2mD_Ck
z&I5&fX$tJ!0%!iUm`zagsiM>_Leqvu*L=1u%m5IoRv+nNM(gcmRSSs|{S=^oYlZ4C
z{(K7`BYTW%hQnVq*J#a`9G8qoXh+x}p0SjhiD{4h*5v+zUORr{V&j%V^N8&SBvvaq
zo~<#@Y1x>@L{B(U77ki8vK8N5DGdd*tD}c-y}5CPdV}%P_w(=`kOCWCE*_D2i4BzZ
z7&1Rd&i8-tCeefjl+{X_1{qbZ#o_quxn+Ibky!o!aH0|_puD4<_Xl+;`uj%*p18sM
z<7>0S*9vDC5I_F)(hYcZK(t{X9&L<L9Ey>Z&tb<mC-I)3cRffklsd)3xf!;4oN!u8
zYm^icTM=<%W_pGkiT$s<8dxJzXilXgU%l>Cf(pn1Wu(lf&RoX<F0@jLMbC4F8`GNd
zhu&c(dTRAIzF(f38>zHvs5cN1h=+V1P?(&8ZLe&j0ny$7)yZ~Z3;0R#Bl~xLoF8kj
zmSjIZS(p%VvHdV2FiqJ!x{X<O_!#5yOO4;kZ%9bX4RcBfVN5V@xkY{x7XBb)Dn<)!
zirzJ*`}Bt5jzwhDzx@|FHUwCZUbCdm9t6g@UbMAB{3+#pAteav;!{eyDQL|3W?nTf
z!t8znbz;LvE+xhVc}Kk9@MU_Z|AtK7<?+?DgR%U)2}kkj?XLu3V<4ylMZq0v^sNeN
zD6<Qj<^8ruNjeGShje$Ig-1Tg`>!?wvUty!@;&8NClEo(FYu|nxjwf(wu<B#fwk|C
zBzl%E8}ttEJ7Hq&L{9j&T|RipsdPWFYr-ZyH4Cyl7x4xO(=*9(CYcCwfCYv9yL95?
zG_>SHt-nQRD*$~saBu6Z9Q5xv%7jD$1gMT^O4sMH#gKL8t8sWh_=0#K@>GC&kND4u
zD;tT?zeKj%&1XeJIbGrcESz%TaXjqxupT=AQky?X8g}&gLN`}^`cHSc@B2SwVZOpK
zMUX=U84~B;X)LkoGP|uIR&goo;v3ihkS57<SB)U)2sQDKY=(zBQbP<I72<viPBX+I
z`IB)hR27&IQQcliDJj42cznCeB{#l?4=ka-AaJKM#;&<i+&)wTa0)x8sCRNWAI#>p
zz*aUIN(l8Wl*2kwsfsbB@Yz4L-^_k%&by%PtDROKAHC?lpC+8^{wq_sQxoXQ^xeL^
zA-Vi6#~wcmR)m1rQZsum)BB<gk3~qUQDO80`k_4*g8^_+&6y@?(^IWf%KrF!R1P6s
zSkULV?Q6DI-}$vw+G*U9{$rvgwjpYZzkl$5_-)ih5HEgdev8oJcIAo*z;?HbX010f
z>s!C#{*R*b4ri-<<9L)-htZ|w6{DrqQoBgZYTueAt=8V9)QAy#ueMr^*t7&~t)ir6
z>`*GU5~M_o20<DtRtWF!{I1KtuIrqWbDrmZ?)&@weBpP;4`~1uWYqbB%7@R9_8;Gv
zdm;3}4#N4ej(Ou}D@_f#P;u-6)D!|nslC3M=55}ZnOO~_*!n|gfZop?KBZ^R9@pZ^
z&2R?qP`MNm3gd`gK8Sy$H9kh#)SJdkm&Z<53PfzyGNx}2ovF+r0mddXO!abopfB!W
z$w>>6H|>D9$z0P79?`uC60Nkfj0116^|0p^pn>VB{?D)eL{bg=TJ`xx$*cVBHa>+f
z-qN}ibQH(`Ny^G<%h@4Dp=%>9hJ}4w$QJ_^qKYH;cmFJZ6nbzC>R89~A80)^FIq}C
zS9|-X%k)*O3qzoO?uz(^PvnM!hKewB^_0&ym4Nx1O#7&xhJ>J7jW@iNYSIriWN?-5
zw?Z{{l`B0bte-XqF1>idaK5NW*jZ1@Q@f-iARb)!AbE4)!>~=PA^?p?1L?M)P_ya2
zLrXVe(XrKyu$d!UO3;mw`^tOXK+yIHY+$Nn8|vfPKr|b+!ApDj-mvtrHp3}#?k48K
z{4=qea?RhL5Pj$T7!h;6=nKofx;0DTIGL$dVnhzTGI4U6ZUDR+wptum;)`YH`s5f(
ze(uj9Cgf9`MqU2XtW7kv@%D4?rjI=~UUw7>kf6b|p?fwdN6UBt-^Yc;V-;<<{Y%J-
z5zkrY>9oCwy{mmVOxn>uOwAGFLS?o>fj-6W%xWDy$2=g+&^||ic}iRSkG5D#Jg3K6
z$K>QY&zRwIUYj+@(BrY6w&km2-0rNAY{a*9@!It45-YE)9pH1_x9`o@?G!xzTm98c
z@_v5v*k%fvRfxRsOJV1URlmFQBNp<N)4-}S`aJ*KhFoh^?VbR6C-mhEZlm{Do@fY{
z2rHOhR0+f!!5Ku@{^=gQAKi+37BWji1F=F8fmH5ZdR;Z|AW#~(nlbBLkw?>5QIsz_
zQ}XeDpxRS@slt_+z~tq)a{c)Bjg7F6&45w^FlsG1y;hXtcNHyld6HO|tSusQuh%Os
zZdijSJ^8B*opEVNEr+Xc3oyOyh$D0%LxQs057&Y3`wMQc9Jl0kKo-<7v9dpyjF^hd
zUS5&>{-m3ooAh+C=UNh3G}^ZXqzb4c?)HB~5>IL}PV`-74Omoh2$6YbR(T-msYbzR
z2~0TA{&mDelNnLB4ZG_$T+Uzyu<o?McSbBN_Jjk0fT6dLUVe^DAqCE-F?sU9L?S-#
z%%lieU2_nxR+X$Xok1ggrlah#vTVb*X?r(kb|V5()vk~KKU;Y)Qe_103!kp>?78u=
zNggWBV~)=MaC=xQNI;<6_n7|3y&Ws5vf%o13PKUOoXn%UM#?Rm2=ukV95i8<W->?j
ztPe@jp}W9iI`U^d+bvV!n2ymFvVlL=2@y?758eEchW`7b)4#eWq+RWUymwRK!lhqS
zPRKB;n#1>r$2xW2db@4i4o-r%UQPvom|3vVBaH7@Paz1QeKgqv6^%(@smB}3M>mI6
zj=wQ=g-%^X<ek`@M5)cmgq#IJN&EPmX2{-zLA$A$;iCLVTe}3quwCK-jFlf&KT&RJ
zHC~);RNC6ot#*$CT?0NJsv-m30Z~BX4JvP)WXe7~WUAhRkUF#i5NBD9?UKR0oVm0s
zS>8V;tk#&7^cMjIZuNLT?n#}Qm{gFmz8TM5OMfh2?Y0bp9=1e`&qcSF(tlc|D*c<x
zXt**}77YezL)z6NMr!lqlR|bgQxQ`K$FhWP*|Q#YhaSzWC=uGGq0XECKpsM}4%&>*
z91?<f4oVEFKdCG(v3-JX459J?9B@%G>CqWBb|GIJD)cmd)8XaHS5kg)QW3qJL9Ez~
zn3-nL!?h;fZ(1`C?uI7Cs7Ji;h`2a&(_!eGDD~y~8kD;>U^cHrV&LDQG_}u6Y}L`M
z#G8}`%|>5jKp!uqy)W3pfEy0nBFrnvx@d&-(8)dcUAI0^8df%otpT&Q{bItis)R7>
zB+WZ)&0ZGrAOvJM5+cCAi%HiM-tSx2YtcmoNUq1fwmH3EOV;b*6kAD2`poQ`v^GJ&
zZ0kbTT}k$Vd#%{z9F0(mpEs~Oxb3F(-v_#sz1Q1hj}AW%<LKEH-@D(3K4?1hEs7+4
zc#+PCOIh_%R=@g3TIFZ<oe9K{gysANeQ*NA%;uyg3TMa5i8{OGD6jPW>C@J%)p5*L
zkhK@KVG|M>+yDtUJhUespK8t*s-5Qh-Aep4#H)?ReBFW45@t4CUy*(s-)tLQklgH$
zT`SU^|11Fop|`~dKp=PN)AF+;)S@pzk?+V6{ZVUVvfc9jZ9>Lv#F!OkKj?r?dYbDx
zd(A=q7wePCW1bKR^g%v`4-V&W4~lEl;rRpcYG9A%F>PLm^-&}mZQC!xp-&?-y_;GI
zZfee0d)bj=>~W>Z)F7bH<SlVL(#r6P$hiFdLKQ^vlW<^eyDZ1i-%VmYg6IBjQgF#Z
z<&1fK!qmeR=idmRzyPr6aW|0p5oxy?+DXx8IB^Zj8cFkYT+^PmMc)k?Xy}aTQ;L%a
zWk4`R*HuomHj1P!l7DKfmjw|WJ7j_X&t^cEVgg^YOEy5d6;}v2b|JZY+ti|%iwrl^
zDAbrQma@pPcz@vpV64wK2JFgi<6%2>$J=?six@j>v!RM%1R&v$YA(=~UR)@TYxcX8
zF(-`R-wJayhCsKwHEs^iqpG6Zv9d)>-zLsiy&ndE{n=jt|7qxHgF53G-tkLraTCdO
z3GkuX9@J+NVF9lyq`w@~>;JDS>S0LKxn1Qlt(NayL7!*`Q`n1n9}It8Uh_9cxxPJ7
zQviRt$+C+Riw)L%g**Y|$_12?X%SK9mfHeJEah6W50Z+BS>CiY!Y0ixJ9Tz1_iQ}{
zi&$8gM?ooQz-aGOujEP)dRBVB7YnGDKr&}I$GDtP6oD11u!oy=<Om@Gj=2q=l(vQ*
z<yZk#VP^iugu(?q&(arK;jg>tjgJM{*+oyZ@Wg#x4mFHoqh-IzmYo|d$%ozO*9V8i
zIVR+1aU!#ZRGsn^BwyH}MeY=4V2Id^J$qN%nS<JAFQ283%FN^wKM!>mtFtYZiZq`?
z!Xb0Fh9A`Vv{97;4FxLJgl}Uz6`(rE%CqxTfK|}*d}vs}m810_+@QaG-tdbM4;j~h
z{|oP;jHfKFC09+8EWGA@k;x&HS&lu*W?ys{I~r>jLONDI;{7A(SrX=s)7fJX4V%Nt
zZTpaD&;F^`e`e@8i{_4X1%O+dk#tYjlOl%Y<NfVIUOd@_t{g~gM->Q#=EF9=@!hRm
z2NL?0w~6z$x!E(OH~N8z-oY_uS&Ji5+-6^*YsC5^h_F^@`Y}Y%y7Dhii;wof=4_mi
zva0~a>kLQuWV?y3&_<^i(+~B??kq|bT&La|aAfV)MzZ}I;OJ}WQ?nNUoOtpns}YlT
z>#d4DWY`K>U0-=Khl-9p(+v_*?Bq2X-@?4vF$#j!CSD&a6!?(%MaLloB&<DrmJ$~&
z-yMQ^Ri0vSrU6JLaak|gB@M!x1I>xFm8Fr=^7m^;DlG5)UD8BLz?asauSTst&(_BF
zH5;%B&@luKzhBM=8DP73N)Em$51R1(v6I73y)^6t!i}mSgfUFqHMRIe(YfJZ+QcEP
zY1WXHnU(r-?TsX##taU#6V)1|p4D}}wW#yk`x=kf`R|}(v0tJ2#?X#GO|rt|2W9RT
zs<{Ul^0$;XTjn-@Gkyhu840w48-qdQ<MM^PEg*c^c_u*28%Vi4(r5r^i<-~Ro&Q??
z13TE>&dJFRNb|tk-8`Y*XO~@Qk6(Si80Ek5AP{shiaf1#iO7eot$k`|U%rFWBU#_A
zgWGGGO8_>Z{K^@ZrMP+GJHuBzznSU&s|W?ZA>|`elwyY_u4F$@u;S*;*EVbXW{<58
zKRFz1kt5`XRCoahD7{;2p{X+W&f3g0YPGkx6*7`QI5@5)>_Dygy~LWf_{(*~`CUAt
z&JSZxYX6l}knc-e{yQW1i7!~4BGK5b`C&%&!Vu4ydDVW)pCRQdlf{Q_mvdI!TA?y-
z^*ACx3I_jGmvEpt%U|QFs!pkDm}=mMa6*T4OQ8!&{=ye(G9mwtzL`;sp009CYEB`D
z@`QaK@*BQf=PuM{Z5ctczlAOC+&2YI#s##--e7`BQ<6^W>*C3bPUSzatcKi%A=p{n
z&r_;-C)cl7;7iGN@+Mcfd){UIo@49jSx1#X_Esalft^Gm%9$Y^9y_$^WlV%8Yv9pQ
z3E=t#s<Abq-;&fIk6Tg12y@L)lP^h{;Uy+?M%49J3ISqo+OY8^C+MrOSaW?9GOb>~
zW^GmQH+vcyos3XjAWq{&&bY7d`4e1f^$*E)O>I=XA*b}EEmo9$=caCE=jX+q3tU&k
zFWa}YIV?Dz4<5FmNcv#~BWix+^NKY#zY{*5f#vw+1e{cHd<RA<>q~G-<Q;8dvY!^`
z;qtIX%G;xd{`IY2;4s-zWz3QF0h63(TD<SIhTwSIRQ5F`p&b5Lc}>&_Ma6Ci>p>12
zSz1no`uxtwuFl1mW3ms>!o2D{@eR<Oxy%5%%)B5FM7Y}OxlN1UBOexIB1qZxL=0^&
zU)3(yZns-6NJm*OCiM~Dkk7qdjT(GO|JYZ~ne{K#E!dZHdSnZs4xam&oREbJoqj{G
z#~~$LLqW~2>()uE1J>a*j7?+-Xg3h5H9f{_&0l}``-H&*r0{u7rl3_gk<?cL?JIu|
zW?#`=u5uk_3IsDiJc2%g)vc<rz65b6Xgdw1sg5Nbvjd#YtKORE)E{b=QC6~BK)ua)
z)%5S+&BeFfuTB`cvO~57XwCJJPsf&8wVrM?96q>;y=UV!%g^0Aq*;LD1fgJ<lAYhS
zz#d(+Ua?-5RzsdTu=o>fHU-S_Yq9X~6l$iXP~M-pll|vIlNEv89!lj=?2$l0@xEV{
z*LP`w|GNB}^ZIE&1JAC}fBOLKw8&>F&ofP=uQYqu0?`Q-P0A@caZR>S^BAUDNTg6!
z9NjfZA7!2KK<&z%>D;m)#2E>wm}Y~CoMOU`7Viosq6jbk`0dr?s-~?^bCsO+^2q-{
z=lSXO7wqMX-SsWq_Wf6i>JJZ^k6eI=Gof|t3h+W6H1cGY`xf<IOjS8^{uZQzQ#^pe
z?|DAV!70Ie^2K*Q!7lyj&&Qq@+Bu;ILE>m(3MW22y$Jq)jCt{}*+i@749(tnNWKoB
zc|^hbb|c__B5!T{-J~fhb)M+VIQc<FF$IW)T=Ig<IXHdYgZ;hR_N*byVrtVGA@f7e
z0kneBf%*LoplD{OlYaof*5i6_Lcxkhaq9c=jc5JSg@8wzm&Txvh-lieAkEhD{=465
z=ASrfT;84v849dMqJnRP5l1s8ehpty&P=W%Vb|qA^Sas%VBrW*k4C^TsZ`))tvPF!
zxth5~vU&I7dmRR|b8Ocd<T^B^)p3{;z4s5=XX;1Fx=HG#9{y|5%fTHqlx|U&N<ya4
z7p>ZihYqxxa-0JSb9upcI3Me&BLjSg<oRxFTEinknFlLj9%V-Fr3+wovl~&cfu-=<
z-Y@3pG8QMlbok<&ylv*II&Tf}=$1RLsc%TdY?_XbrNw2MCpy`bO4T}Puq_)<zyT1k
zQ#JX@H;0OjR6IP2mVrg$Vsqd)9G02%16YM%AIDZle|}qUdh>EFKr->p+pdP49w8r9
zr~0rzE$gsDXZNbBwn+Imhh-KiC<;d<XR$fv!4s3>^{ZuvnSJ{3Vl4I{X3E&IZ_pAj
zX%SdWLbWpj2?yN}uhbcT?4qk{UuF*nn&-EM+^NNGW5uu^sb}uEaQEG{?qx^vP3d>2
zJ2nS$3dvdhG*Hl2vpde*vtJl%wzL~IJ9kcC4Ob3W;Z_zBXF2<_;W5AwPkqAeid?fb
zzgqQWgx?ZR?lZs9n!88BA>s)Z&J4}rYrp%mgsc-M+o?hzemEW_>E4~|I{ai7x5FS6
zP1V-b6bu@PX8?C?zb~$J;VOOi`F*~Q4rsU5Vh+!O!>N^Kp^$}%q1G?MM>%5p4Sb%(
zzq<TAo&93okcJ=0{ReVy>8UMjI&Q+7u97ow*}Hotk;vQ$fS(l>o|L=pS(s|6aw^@g
zF&Ac|94w)s&1&+mEH|mra)%f6AD{1H{niR-_V0yspXNrMJk<;y&&Ao58y}Wykk?&i
z;<co#c8_sGQ-QxaYDfPA1#Zb5erj0n7N~~V2)**n^V{}H(kHk!y<k7BaE95CBpy1q
z;REUTA-q~^P>_y+uY2bhQUj!39^7b4pzyp08aoHu3apNo)#5SePd;RxQ~WA6p~zU{
z(>)MRVxi?eo7LSH?`6s`b&cY&ou4S`^;%?&82t4v9kb?EfDWs60GD}J;*yGN1X7|*
zJW6(s&FEewXLwTlO8XY|AM+SS>)WJ;Km`_3p~vTa2SXEa@$<g|#lsb163ZTN#neWJ
zV$TeR2X=_bdKN84^{pL;-nOh{m9ER!YNQ(U{s%HVK8X`i+niE~Tbn@qz7y$StIu!4
zme>^w^+SCM(DFaK!>viV^7`Xd2-EbQq>o<5O1lJD_>?NV_lLzhl}KFqa?833S)y;p
z=--*Uqk(`{8y6<C0^Z4tzx&(rGWYam3Thu8nV`2T7WWfi#{78M!4qQNEGiMpCcr7c
z??|dQKBwe+=-s?gzk<23Mhfa{^jhS*<X<^~8z)l6{o4+J!Px5;Si$EY2TvqsWA6N^
zd&d_)`6%!p<gpsl%92hq6gEVpZ(74`NH0X_jpFq4>RkQWS&w5Y*=My|`WixCD&?*0
z`+=O@<{g`7$0FI@=#wukJNZn0-ct~cIK3(-AN^_XdaK}}Dum+lyzd#p@-6cLpZEeh
z>DQ4yf2p6lUH-&Wlq8YrT)@ZaQC<lE%)=t>up35*?mwcJz4Wi9ZRMvV<mU)*ifP1a
z9>G5C7Z~UtaLFKA7EUpPHQwmij{yf<a-C|z!Fmbi;Z_iw#(Hn``bHDLNb6+4cQhk5
zxxY2<fyB-#H)TQ>9C)90U&U-xQLtg(f?s4j%CWq^{o-Vtzk?qhvNtS*U=w}~r44K!
zXZ#1!P|v6f!Yb*tnjF`89E(sREA~C79x;p<;nU%rOZe~@JXjt=Zx((P%2PVOZ7Ia{
z(qPL{k0V;U8-#yA6w=+~ZrHgNA?A|zo{BwA&$gXf9GTQSqd805Ikp1Z<rnc$1V13p
z$7yWA*fn}NV;KIGm2kGUABRHfyC?5c0x4+W7Ube-Ja}%$B(#*Un=MnmF=~y`6<isa
z6w5{+P3Zwg@U5NStet(gKes)-xa8?P{Cpi}b$lAZjOny)d7`+v8eq-Mv95oVI;6+`
zofI#01c06}MgC^yuZc|fBt0x(gci1p{JsNr$%4^#4zcS|Wlm0|FMk={vBu&X;+gO4
zR5yn?4gxB3Iz!dZ%}e>+b@UY(Kz@cHI)xidA`m+F1cpyajv_0F_8lurS=Jh+Ogntz
zyUy+>$AELRb~ci@X%zP3y|+)ErK!VdIR0~wI6JC=T>^zKG4AaC{-DItW;&#~3nJRh
zezKECM_03;ih@(x*$@9wad$d*0<*(XVv$zE1EsiyY;pa^g5F(>fL{g_nW8pkxUhnJ
z19~BdQ#69G?2B%bQ@QjZ#Z-Uc`_tMJkDZ8OFFR;&Z2T*S={APmAH6+}rH>|HEERZB
zV6a`Etuj#ZFkaTr{6iMK^+~8hkAx2Y1P(ZC1i)V@GqsfQ^OB(F;yymQk&ypDZLySJ
zvf6#jarxf~SR+eXSjj4e;cI5ca62kY{x-99Tp#ftsNX1j;TKDVL+Wx`8PomLcsnzm
zpTp@BMYv@b@^xW?%|yNDWBvKd4yX7dyU^@g02Yen8|yJ#Iw%_&RNqW<Ze7ndmR5U7
z&bN+B&mq9}m5&7NB@jj)FqC%OD_crRbb0dS@GfWPFN|gCSI)cZ0nVxSwcQka(T?wW
zG+^P1PTwUz@QX>Uj?4VXEN9f%MR*?Xrnv#R@gsoCI_Jp0=A1pRc+QOg$>CJJCviWh
zG02p(WDRhrb5582GN}M5pg(;UrMcX}-?7XqbgE+-Ob6e5_j5NY5~p#Aa5&f)IJ2q>
zNTfM;O7ZS}@DI0`WVU&G@tBOBT>vI_DXrT>#jL@__2P?yVW@;;v%x_SZ!<(<Nrc?d
z|GS~KgiumJVp=MF!DWmpA;Us|U|jf~hl~q?K0ah@A-j2A-!q_>Jvmq%rHnMC_((5i
zK42j9>|mcrSaJVhtX1yc5^t>^M>6&HYEy?Y<L6{)J>hqPdl)>I=>fF8z}Pl)@@Xn3
zAt6!U^wH69I;;IcH*^Sye|FgB+#&!WZxvIs8iD5C&(`X;AJt=yLbC;9eO@haRW3mf
zD>}hkT$1Rt-xreRKYNP`f|#*$Z6mKi8HadIG3+CM8krHM187>iSKv!P{ltNBO)K%H
zQ4b<-?zH|0|2=hH2Bv;A;Sjv+TYCxV2oqu(h}B66{GQx)+Tq-#<xrqz?16B&-cjt~
z`;zXw6Lt`=h^tJh%%jssp07;O0O484G3V2z4425uZ|+z$s<o5R)Dn|>&>;#+b?IIQ
zA=t)Cux*!9of^c?FTSl#O(ciR4@@nQN$c)Xu=FglM?}FX06lh$(-2P5sZ0tecfalG
z=0a4tc!3`U=~%dpCrgN(#DimmwIP^qT66iD0t6+@yQy(H>xqrcq{Tb>#c*_$LvyrL
zw}Sp*`xPiCn~5etk9)tM9S0U)w9TxSxO%rP)4jj<BJ$~cw~fsb+WH4snX?lmgTgoW
zpZvj{`YpXyQ2;BM(mTT_HoK>YOf7T{pe8i~CXgeYqjH&TDf^hbTi)m8t{Vm>jPSE7
z+9*cSTqEYHv}8_mvX>6WWo{Nr@gWm$|H3Iwdezx$?FX@jWS2M5Dz6IS)90U*@I?fU
z9>7bsn@L+yo%f6?rn(HuYWTWM>*s2=IXMM&wNZZ2#*acn4ZQ<6sumX>$*swqKnCp2
zA-NRTI~^ih0l}`UD|aAEOXO~vp-wA#mio-S`%*LM060PU&A4pn<P<Mg2>v^&_kJmS
z0d)2a1hn7~;n(T(iEm(vWtg%3^-C&==M&Vo*+u&?PvrWe0K6cKACrbMO3FwD7*Vh=
zcL1Jg;5D=TJi>do@{I07;2g7fWW&IS1P5x!T1j~hR3-M!$`GP`e^K&$lS-au6UHvo
zy<?Nl;-7jq^8MKxW|MQQZm}tB^Phuo&8Ig6jmXkkDx)j5mMZ~4U);W8K6E)bS_Q>o
zw{b;BipV4*m#ISEaZ{31o<gwtg2N^WoX56C_w4d1hnp#!r;9?KGOln6^bElsQHw*V
z^%jzHWcvc9H!*_vq5$5|+a?QF0bmtTZ?X#!-|zPve)tPDKU$H(iG#o6IoWE6Rcg^U
zn>2Jf7PP_ot>695c%ndOH7<jl2=%AMiFd{vrf}qd^6JR2-sT`*Gn4U@5~vgjXf3_K
zonR?!swAyti|{UIslLC@cKxo_&0jo%pUJPaf3pjUU{<33e*Uu3CbTdA310$tZHV!b
z;a67geV^I~yMNE8Il>p6>dU<1+MTg6zG#5FYvlE}4*QUS%C@vNf*%<3zV;cv)m;&y
zGJtteGPAQ1rMnvW9MFJhif<@?X>w^ToN)_^d3NWjo_XZBnIP=GrVXky%x}*yGB$EL
zTQj3H7}hCuD+#FZ-7|~coO$p5Q86X?jOh+^P0j;*?N4Z9g?+hsF~&8p&A`ywyJ99c
z$7F1Nuptn2C8u1+i#W+5X6@9!-Orhq{Sk%}a(_DL$F;Fy_KW#u84)ic`E>}WxH{q+
zy-Qe*DoAzNd2SKd=(Yz(oqWN+8wKE_89i_sDx`gZ>z_lb;9gTVX~Fuo3inJDEuh9&
zt@X*AA^Sg?j0s?MDLGQJwpCZ_47I~;;JPm5Dn1>n{WrG-s~SQ0Ve4}?^Y=Z8j8!>A
z=mxL0uS%kly(Hs_hdB1NX{OSvWX;FWUaIdpVUZ&G5B=-7o_&V&MV2yCsi^6GA4$gI
zAtCTR0iXv<ABEZN=V@*vQs0Rx{xN+2?);V1kaLPi_I_nQS}$G#kcSXD%d&)dk%?u4
zF`3<GhBQ6%;$QZxH|+fkr#}ko81qRWSs!a=uGNzN=HNz6`U?_D1|^Ox^ZDGfm1bgm
zR{R9HzbW+bXwPkPmi9a4!31ugBBUrq-T6EViD>=Qs|be}po^!D(C0)t`wd12b1Ig;
z&8k613C<R@y_<#E%2pybd?&+w`Zlxr*I7ych!t3F{X70l71^sV3RwvM?#t8V7lP1D
zYps*yon^YvTNcz(iAKBxI!I#0-d?9H%YGH;2a#JZ+9qXHcmM~YqmYn)5VxE~qY-|L
z&|UQ;<A^3|Ho7}s4w*cUxQ}9MU&jlDqE3rg(VE=xDk@R5W04mNrl^bGM7Yq@{wJsw
z%I~#a3X>;*4*yG0sM2)J^ab)1LipL!@?N<v!=8k<X6<08-sUAndI6Y&NRbWTqGQ5B
zPo-avr*lMGTvTyLY~<JjUqH3K1H0z<1*eFaUZ_!IYf!9lps0f{8sB>YgyVwz40hcQ
z>S#+%5i4tLH=<tIR0Fy5-lMY#JJT03g{{DqzR1*;SRZ{g*o}CIW&=b*R(o8<=y39?
zkE6(k0iDpD;Zn{LEeUZD+mE}`jRD8?N8TiB%jNg!fRVg}#Y<bP$X4;%wYHLftm1DY
z!z+HNZ%dIzTfN7byLsg^wKF5h@x@$kv~FM26hP}zN1SGhX&;5?yIqyixH>Ns5kb09
zG@0&uW)`;c|IjvAq@uY?O8^`8qP(yko3UbEtM<VjgpwFIO0`se^BAH1+~@KJbUjaz
z02l%JPd=3`G5_=T_)u1Juv|0osKg28m5wIiwsDFdj=Rl<=zY*`YYu0W_5u}*j%%2s
zR;qYO4{*BnqlFa{Tj-+Oq6<zb>qc{K_t(hY`<UTD&&EJ~DbpgjR(Vus<Sj<U^Pc+y
z2qx1o`BQGQZ$l_=`o<YB<-4?^ZA8<C!(4c!T;$r)6ZEc@Tn9ak^>4~n1ID?KBBBvM
zCq#_5J~L;rG>RmQZ0Q&vw9<ZqOB4iJoB9^{jT3{5>TBZPR!MfCBjwmbS+g>ywZguu
z>2Y$vDd<aoY$qqzC(AvGb5#p>2v5Dg>Fh=kcMb%y5i`~{%=&6WxVV#B>g{?36%C7s
zk%pl5y>-C0R-hQU`M7k-c(7z~tw$BSi~qzfKtnf5yC=}>)uioboeu&+Wz3v6O;9A@
zVu<#Ao6Aia-KAy!?kO6o<3;sbvme^$XE3)kO(4Tg)8@9$-z{el{m9%-A2ESD#`-JM
zV5GBfr29;6Y3~ibFxuYG(SM)}T3ez=0i^7?<g*DxlvZXFD}U(lrcKK)N>%N>OBWqP
zTI2TK(z~H{WYDs2PSelPL66$la;(g0&FQ(AxHnqCY-y-3ZRID{jSv3fO7=W);y`t9
z6b`%wd9CDzoMMug4nIVyf%|ulXxSELq+AetGVI|`!*J^%8`sj~T@~k};2zFpeuQG;
z4L;5<uosNK&Hi>t)?a_q%xaFCfpCmN?8Jh!Kw!#8gvH{U3Be6(p|+>Vr-i?f^#`9l
zyw~TWij)DV)2B4lWNR*ilBM!iln=3sB`{;xJ)ONJ)R8Ux$gQ<4DzS+Uzg+((=ADSV
z_q`zW<`6H1&?x?4qvGtMY05nasU@mh055c!9|Ru;GU^wNf~pTI`087?tyoWp0ct=|
znxB9Bg*96FLB<b&e0r7OL&Z3Dh?OXD`SdrRPHood925)GQC>t%;B5<pbJ^J0%}-UP
zt&@%gVL_%?sjar~*`S@Rby@+zddhK0&RMdf@uEm$Z3bkQ!zs^~`Ruw#jZKJGNvM7m
zR_5%5ICKi2mr6r@thiiPtGqI6+vMhqAr-*PoTSZg6J^J^3u!V=>CVdLROXveWA?n$
z{NlHI@piMpCS;e}&(hEB@tpQLt-htBD~Sk0qJ@f!OFF{nLB%BRqFs}^jBSsM`pUWz
zz${5$X+6x5d+<H|!D~TnDb#(WvrkALO3n4F5{HWCNC86cP8fUgJu!B6qWA{S=^bIG
z;ySzXg$z2$!`eUX{a#^XmbcPhK-QPP5xJI~UUzG1I+GeS82uT0#76bK=Erbm#A<p9
zT2)7vh@RxX;e$^N0nt~DIc*k>Pa3NeYj7nwNX+8oY|w4B<{AMRfTv}bk6|efU$!0i
zl-$?-D8psw45WiyUB+O01&O9A+3D@xeMMcmgXDkB0Utu>ZQo&=TT?&pXRkh97m14_
zF8!IprY)!RzmUnriR^1_+#%!1GXib*hU<p=CVSbVgrGgW6alURXiwSR2=mFBRJ88N
z81@pMkTo7eFpq|xfuywbR8-I;%PK7~GkenB!-@_(B>SMA;Z%fmAkX^8p>_+W+}{h%
z;rNnAB7To+!_pTmD)r&3ek@D%SoZU6t-4sg%j9e;8uJFpF#Ji_4Wf?!R}2k6#+~Ro
zVcX#1xOYDVrxv~7+tV%yQTL~`!e3eiw<b%$&7_EnLb}@Bs`MT)qPo1&NB~BLT(P{f
zGjs5;c4FvnshQk9(5^dRbh$`=QWh9L3+V8X3kz{Onsdmbute*Qjm|Tqx-EoYDnfs5
z;S|LwB9tO=cL58ZjchXsYqg!ISjH69X30GH`P6F`P|AqJ2Skc-Mt1&F>YWY(O$GTw
zIjE?8u@#fLkCyyWUJttee9G%$BUTA97o7L*qA)K=qr*`*D@F~7&A(Qc5-~nl^ycgK
zKn@=ez$pPC!r0<EMXYLsQ3K21*N<YhF7;6}IpRnX-vPm0g62thg*PnU+G>b|59s$0
z=<{EA!jW6@`CQd|nYEDigUxPV0!gXWb)NYAb^5~}Yn~2?E%LOn^PwQ$Hyn)nEyA-h
zO=?VQQx8%k+}qg@!{N6XKeX$@o6C~ty4RtRRK>B`QCX(NQ)_Tx?Alb}*S?e=TZ*Vx
z^23L-R@B9e#w)XG?!@^TlK*z#rLKp||9_0D$RnQLA<-vJ%ps}lUmyFS5Vq}N1P}#E
zsK@GAhw;5#&>A>29zo_cKIxf@K{|;)uSzr8B5lupq)koKjMtSl?>~B>83Z^g{kQEk
zzw`xP5w)nCkTh7c;mr|P^$C8O8kVxsoR@v@=LR>p^7Tg@xzOBC?6KOAK%u7Z;J8>B
zb6n7Wpx%gM8ezn0H|D2g_!KiTzxY6t{8Yxnj3zT8Fx59J+Y`)GaRvEzc!utYsn1WY
z4*L0ueE9b4eCJubNI(@jK;#yOUv~)SDas%)^Nkzb#ah>Iudda5t|Z>RNjL@=A#S7x
z#T&)hUNXl+?Df-dTH{rrdzAfqE2$yil(g0jl-|;2KwbITGx5?y<Ex2tD9CCn+Yd%u
zv=p(kKjY;t>+bvUDUuF3;QeZvYGa7^QRw>89>e^v!+so~yfTv?tjqX5E648%(wlSO
zl3xfo%Oj7|#2xAfD{IL6)9-UUY1Ka4E*TT;hX=Tpkrl&Evx4@7Ei3D_CilaeYx#F#
z6(#_)-hZH_tofzklOgABNes*spoQmoiCTBv5q>Nvm80~2--#Ny!xQac9f?@^RVOZ0
zFLUr>*)tpSmR%qXtiM95Giu$=2);IE*MBgnMTme?;ZI`EoL7|U=9l5m{S>~y4%|C0
zp1?6OCU~~QPiTPcY^TH>AfhjA7`(Hv)9=^2C8hBnNRS@YdY83pRG2GK!~!xe-XHuO
zt`g4_;QL5XNKOzR3Z9ESLsgIG*dr(9h+a;)I&{+1@b(W5i0JtbQmH-<E<(gX&zy=i
zKaLr|?6(f3N(NiU3q17Iv{H6WCd-dofxenrYx3k31(ZdWC%THZmtGSD7HWxW2g6t0
zW^E$!PIM%{-fi!;*f=B7i946pA(bb`B4BzdgoJWiT1l&Qs|5jNqxv_Q)(!Iqy}L)U
z%-O!Zt=qKhS88^UtUHUHCt9|&)hU(6fqB#;f<<NX{iO5^n-><~n3S|(p(@g6JOTjn
z*1<0Y(Y)*6tf`2Z-6fro0{(JfUwe4)+byHerQKwhaF$0wn_oy*eG{+2X`pkTbgxs!
z_%Rn1B|i-QP9c`q$r%BjtbW7DFbveq6$iWVe;1P0T=qX!0ykVA<$hA>LxhNO?F<E7
z_{E4pI**h*a*S##bd~O9Mw<`G<Bjl~D4pP&jgm&QWb$#At$J<Khz!<T^>QFkg-0By
zEWvd>6y+bDYv#9&SC4ImHE=|qfp)TwW_Z0dn|`p-h2@BtU?xe31y1i!0~H$*7LD8w
zqKq_izS4^`>o9(mw*f^HU?m->^?d&EnG|;_n7d5x>@YI&?B@4v{5|c<>-z`#m!q!u
z;mW9k0?&=Z7`+SftLE|pfB)=S9~<vZ7FFiG*LAZ^+mEW8E!qAVJD;vA2ECThxR3`+
zhrvPwF<-a&{j{a@Y#FU2iI_Z_Dt_w7!NL~#9<vlXkUoKpP$f$gms-+RzpP_!F=g_-
z_qiiWL#-DvMc=nN%(W!~=N#yQZ}~NhM+ky}b3u^Z>J|l^5i~?g_6EZE7muzwGy2V*
zI#z8f-S%N+Uet{}GFhU$+D)^pwKyvZ_)LhDYF*pY(#;|=FoEYVQ6B_^f`u(wW*Zl#
z-bzaPh(MC9fpFcwPc>qoU~}=$lA)L_QpvpQ3-6lCB-O?Oz*vO=dUR<b%1I5S$Zzo1
zf=_})f;diu@!4mMgs~bXQCf;(h%c^7)4upfjYfz_e3MC5)Ygc~mciQLSK7$UGN3no
z<V`N=Gb(9q-k$n;*{6%Xq<%}H)J8@_XQ;vbFRn&M#E%{zA}59Vc;_^ysOwnRW=dwc
zRsb+a`AGwgJrXkg9!1w}rHb3^BZw@Os2rS9LC*yCgz~BD1ux0nqi0WoBiYB!LmkYT
zZmX+q6q|dxpEhNykBK1^|6-F=B&3iE4GNtbtq#|#TQPvlrMbeESvyh^j@rZS0OLy{
zYkNIXWc7s9`w-;%g{d<y=3=Jv2b)8&f<OI2g<7X?ISr&F&UPl7Bf-eHl&!_E3@}P@
z>Cf$^(ozk3s<hzY4&BXos+UxG5o-?wA<y1zs+kSo7Bk+Q$<;trfK7%r;R)L^&N`qN
z#tBsgFzOX3gdK@_ogL3IK5r<9@9CwgpR&&?d9)GgPsvlKn)o{}!VH@y{hM%$vx8EI
zn(|b>HYEUMy`^q#MX=W%U;A5v@Pbdqo17UQ;Gv+|8-#VH(Tu@RJe_Y|$eMn^eHVz<
zT?t%SGK{zYinc(i@)&G)I^^;2f|4rwYfd5)kW(gh5r@)(i`CWjB&(_LVzrYyVRb=Q
z7Z=v|$j2JPmtPjR-p+6+dKQ0Awd($94Nc~DhlcUx`cQzh(;esk8Nqjtn;r|qBDDTy
zTZv2h0)SnV^Ec@J^o^B~%3j$^Q?2x)DDx;SDae{F#i5dwpV2VQJ9E|t#>v6f-i{Y4
zZ@^Yn{n}>0!-_k7gWKh^UqlRM^a$$PwtruaK*$fxsunvMqw^9;)^zOM{8`ufAvL#w
zAUwOtmsUD$%P!)0y%oPP`%}cRsi7(xV(Nw3b^E1QZ*l$%5b?Ac#NP1){Z8pzm`b+V
zOR+@pzN*uONH2B?u)`}TXC*A0hs*Qx+xKQ}<wtuS3k0*KP^iwJ*Wt!pcgH1kHg;z(
z|MAPV>$PoFDCifI-d<9+r?OgHhNxfMFor#Q)1G_()8vDy^Y|rs4))queOg*Z2ZYwa
z&Ob-&H|@Yml?HCD;Ea^o`X;9Ku%l0Z$~^o(qqe^8Z>UJpF?e}u=i5|w=J2V46BkE%
zsGhwUUM;NOc&Ypx-wsKsBtkflFN4Ujj`0@nD{!P}u(h+tUXJTng{m_~bZO68fA``f
zmec5E;~H5y<HZHTR(IXQpAg$}wT5P+X8b116fCC&!*yy{-^5KtZd3V%<9U4XYVn)w
zChofgOQuOf7gztasS>TQ)T?c3PAMpPRK%I*t`d=OA)K08B)4*#L^a~k5=vO;3XaG+
z7v5AHpnQBCH|lRu0bkpy0(vZ8=abk!;h*+w3;Fo<lUCnM-%2i%o3eN75$ELLWN%7C
z?{U`iei$oc<{j+SjoPc(!)0BsmZ$3an<Rb#u$CL7sLaI9sZ}XS_dt2OcPjbv1=k&u
zc^<&YBX89Y{Kfw?=AC=}OlDwSZXqE2YR4+fOXK6)#o)-1pPJTy`LxE(ZELOZ#fxBo
zON@R|Zhnlj-`C9aJmzz=s?}FcDYJQ~b%WCM&h{R}v5(c|MUnVyLoG5N!^rpx#684%
zK$GvhN3$jYM$GmU0>Nvi=7{`h;4VDUYKmE+@7G<$neDp6Qj0mcz2ocw?5oYfY$wCA
zHk0u0_2Azn8L9t)6l!EaJJ%4wVxk+W)GztZ@=fCU&qp$2ES*K`x7j%y;u=nL3i+iG
zIW=?De{OXfYeuQ5Sz1?&XJCR(x@4=DI$UYN0E@!{PGeW@%H>y!W9jN|4yl6gy*gIU
zh*K-sG)VBT0sU_`y5c#`2*5;9gTHp>M4VFc^e3Gz*45j#t!pjfY;829R@Kj$M-f??
z@7LRiE<-Ve{iS+hF@28FA*aQWC(b~HpwfABRM3{2B`wR0#1-lFlr6mF#J8e*-Kwd|
zlzNLmQQ4EBLq*@d)mm?lXr(fX8>hDZ7U*W_tRHFFl^)xo7<T*iA>0Y%6~m>U*FmH3
zDSc*e2Sq%F2nO-oTY_=1{vCIGaEbdDWJ*V`1AI|cSeyQfcOG-XwCXHz7KS5-G9|nl
z3->fWjFyA}4y<7elbL5(zHb#4a?SwJ+(4<<$4e94*wa{?d9Mz=-`>p_f7gWV6e?Hb
zZuZ;LgRbga!t$?bZh|YDQWqz+Mt7T*N5|n`=u!`YN3EjlU<XWp^Q|bZ-*<z~{)`H}
zthm;rp`8CnBqs<X0p+-|9ii3X_rS~aX|HMTH6LsC&q4<$#n{2JhZcQpH|{P1HpnZa
z9kWnt^ML~I5K^fBA1v|U|5hfy-xDKVnJ-^C!})u;R084CesQn8THEZ`vL`my<ArA)
zUc9Yyx>?!vtU{1K6~yS);rvV;Dlg9(#_Scr!x|BjdrPTPcUFJ_AkFql&&u6dt}kCx
zGAwp_4!bTI>w{%a9{Ro!I_Yoa^s|_B)vwM;V0u6Ud#U?$&v3&F+SUZG^(0W&$71WV
z-GH#=uPUu|z^+%qQV9!1*Vp|iH?-%rJ4*NisWefz2!*IsU**^OIY!aYQM>&u_kj_R
z&J=5;vx<l5r-;bE6XBL+=dNW-wz##8$J$5c38za47?JvouI|)l)iqn$*&2+C7p4MA
z!~N}Ty?HtdF22cpe~$00U^u6`-;hsmCz3s7S&e&`d*96H`Rb~oOZ}E=hWZ9?-{iS8
zg3v*<98`%u<bNAcDxMlu)D%K1*s?X*a{6an7Eqzu6U`~d*BauVwy2!B^iWy8#;faj
zJ4h|y&OLx~?TpZ^UKKexvvw=bP^9|ika`O0v!<PIgR7A4SE@L%z)=3jttnP1bGrt%
zHgg1b^$?DD#2w;=0Z!6DyA~?@>fq;M;-7!tgTFS&I6qe?;g`-381ju7OB*d+wGuAh
zIM{!9Ifw4-`7NOxoz$W)bbv$wWOu)SbomiPC(sYdX`WrGBN@r8J=F9Rt9#*1JJ?}_
zh2q~y%P764!LFN~e>F7T_t8iB(+~s<rhEqbQ~D}c9syp9c`NzJh3fI3&Dsb*)O1oQ
zXKbFm88Tu9gWWms*iu_Wm6({P9RpSpX0F*sj$J>P0O9R>-*Zh0fsxG?P6U3aQ2Sla
z$eT*J_*`)ZuGnVd)651i+BF456?tHKNAp^70e7SaT=gK*j4`CNTmiVqDuBO<%oV5d
zs9L;xrMWjK8GlW#@aQjKVAj$kLwEPbzI{&oDyYLQ7ORMjLx<yTfj9TeaY{qqgS*D(
z_bZIE5<1CKQSte+d$ZUlUjJNpyWj@bX7_ab;3PiBu^!#q-f{T5gRgH@Qzpq~tRUpt
z;oX-OvRQErJ7Rf?=v^u&kgU1*x}sm=sgZ{HZ~(OeLydssU4K8S`X8v{7$^LOT!D7A
zLcUUHN;YkpTZkd>w{QPF$NQjaUf_;P!}<Gv9{gB$+Iqto*Gqv;pMv!JO;lmDT=MeA
zalHF7t4rGsB}zaxN0i<=OGN|!n?TpT#&rUHf;~2HVVfU(kk_((jsB%J@Y~xNZ?$wu
zRCIX5aOEOJqn-MRd0YS4!~|&(YcCzX?fOe+!wR<#REgY2R^2~;Otsv%Jl3)Q@GZ`#
zhuO3_wnjlc;C+PnURytU(pB=y{Y(80##cF9(G)QhEZi^I{5#zHC@M1-&b(Y!IEtkl
zMH#NI4klK2o621X5xFJx+KG`2>ZJx5>#!Y8s_*<{=pVjS>H3bF;S_uZ$g!XjPz}Yr
z;u`<EO`)>QR8onqw{~}RMlKeJRH|%?{5rjbH23__sR-AScj~WB)uz4CfIW%n_IYYN
zl1!>xx!m1#^#vaEMqpKr6GHxVAd=ZgU29bbB$<)k5hTLEB%m20956`4cbn;OG5tFs
z@_80(vq&U3I;4B8)i*zVfl|16GfkRM&o>Y+wG}I@ETQh#(H}OKvdW*5C1F^y|2LIb
zRNFj$NU~K5qXE1<fZ(%v?hsL3ZFsTV$qDYcu)(WE{FU~bS~B4e4P?IOIh)w|lBolN
zw+1iE=e-9~BgNYCt|{lNN7=uD4K5cRy9ERd{y4+|_PG(Mm%bxY--uFG`f2Mv0DFy{
z5DTLJx-|LF=8$XRqUY4l$7rF#1-7(kU9p$sq|mx2-KyLA2PEwAxy=7SgFyiU(+FS&
zOoK64vTcXTat~d-7o1bDOP(9%C}3bksXdxU?&$xPQNA)C^R(T;fFc$hA|Q^sA3Ldj
z|GiPg%=?KUgQ>kmgLRDCZTb4WFrcR$w8J1&1Dc(hN@Y0N=WOmK3g$#a3l#``??;)V
z)q?kWZrXjkQ^vNyg#|l(wu4b(a<Q&_#jW9aSu7J=AI*AJL)m_!{yz|KK|(GSmAYTu
z8l;d_*Xn_6;Ep*)rXx|k6s+VI^jJ?^Dq49V@l)xPLW{HW+%0wgsbKz}h(o2Tt@Qm#
zts&x0mJxh3KWY_NwQT+6WxhQmk5)^Fy@YmfHP;|f6riWq)<8>}bh}dDuegRp#tZr$
z6F;jXe8QaN)M6l|rcatP$q|=`Bi81{6J#B|4?hh{cD!kuD=tpU%2G~MH+cBQzMlPb
zk>53@ecoo{w1`}L_ep;MrHJ%y)0hoYOLzV56Qb^%)eQvnwL63q-L@>%wQFmQ;?rn?
zWw?(j*Mvox9an6%{Uy~T9p3+0{acOXrUkr%l(-ba@d4hwyu>59qUqoFwO{#XU;?1I
zycV{OZ6U-r4+-PKqCV^nc~Z8u*FRLv=&p&o7BPQi&#m~4DeJbkVwodqO>A~mFjjt=
zM^~qp7Heet)a0G_6@^ZYHF;_V^LI+zYkpC5klHC;@m-Tn12=@OE_P;@RFY~X8}FBA
zO5sS)hix4NFk7wf+*Z6FqZJs>-?vyr>m5?2#E?}NV_e*huM@<!C_x~fl3OI7dr$Kg
zK%aQa7EUNW_+jcB`jSALkdByQx@T9X$X<fsc7Pp~?by~Zv#D!WF2l61)a~L85^_EV
z6uRIlhKzUyJ{-QfY%m~$akOn;vy8ECfeQB-poI-GAbqj7$2y4c8EFmsf<2tX4T7ze
z*<v03k^yZ72K=fq2O2!pou<h(7uD+?0Co}(+mucy+uj?+Zh6-IhC>YaWqp*YyPQ5c
zaq?OYnhGSCLcvZzauA4D=37w^r}Lq|5vvmOf;>a-Ei8tVDcfzW97J_6MgnG=(`=Jm
zW)&10d&x;zsaN-d?Q>#vHNwm@Jo5ScKTtl154d!mC|tYKXlFdq%Y+KB!p#3wNT6G1
z{09Qiv|(-`(&U`bNoBwPKrf$|wE)Nm9A>!RnD&^+k+Trg_gcDfc%V-YDvm}83b21Y
zmj2Olt}FkN@R~$@Jp%+K%lrkiev1*&4m%4ms~T1z+?H+D)<%FoZm*3l8#*XnIdt}8
z-9H|>z(Tpfs9IJfCf%tN%VpCI>alM^bb+0DA9ro}^-$j^G3ecOqW4#>h3Ml&T^Ii<
z=-Nhe1<Zt**H%L;XLgBeb@l811oQF2+-<~G5qj2}<`J3OW@Y`0rTeEdBy871?}~1=
zZK?43x?-T$>5lc@lkpm`9E;V9q*<N5_F8Z3A_!3^tgD%O;3fQ}HF(jdK*qxZ__2%N
z)EBaO^=9b=#$t9K!q-}h#+co9{bm;q%{CICUZram_Kc?6M4vAeKLLYM#q%a9X;yX@
zi84FGHwHWwsunNAolt;?Q~A&GiY7Hh$TM~{YNZFus#(voh7P32vN2>UDu&n9L^{fT
ze0#esesLm4BO}LpkRv4RG!L;ux^@%KF&}T+c&pu2+*B>RuKHqM-*tA5g^20o&RO<U
z7`vFTrRmPRhc0=!Er=W`9ICa3&*G>%1aw}&TNRHB3)zgf&F-<j(|yZS^M!uZSnO%A
zgFLB+lF~7!a;4|OjYnmFXQP=QAJghH{2Z*pN(CSdqhmNVqq1O@`ts(H;9lOIN%Kg#
zp~X<B2hd^;3#X6c|JWLK1<HEgc6|~rSS)_guRF}=lMh~SY-iBXt;W!mtNZ$c9t*V)
z%c$l$m}mXwucREYMkXdJZSlZ*u{;&KH7SMY>niUJBS+0e!KhP9k@<?cvc1uQPVE0g
z>q!W(e_3#aP}KZVnhNV)k7K12s-ByB52#$3uNhj;>34|Sg)rM5PjzN1n6b1fG1P%k
zuhB<8yA}Q~F1kyuGrQ~5()fb8cr4V8b`lH`3wo>*yap1|R=UwFS(eUp5|Mk{x%ilk
zvr>UC{RBeptKVLb2cLgxpczyAZ&oiWOFE~zHLK?JI#A0Ih;7J(kfNAe_69sz4ITPj
zf>WzYL3M6{EB)rVi3^V&&uha!fQ8vl$d94DAqy-@T*g$1(&eRED_jPySIf?_=-ZBO
zLNx#(ft5sjOH`_J!`^8g50d0dj(xVJ8Ha&TI6wjhV^bcAlGJO+=<}zi1Tz8Lx?fz}
zbnY~&(A_}kqQMj<Bd3}$sF__$DN&Rr=xe9}{a~j5$b;+epg$;g1{%Rt-8-OEMaHFW
zgdZ)lQP2x@UEJr}r&GMC=KTEA26_DTQImM}nDZ5D-ThxYZ0kLWF&}?Qz&$Hw?#`DV
z<B9+ZYWXB>*nQ&f#C#{{^3mL@m_)oJFRX!esiSA5?hS4-==zB~gQ}+^8TUx-J=+}%
z(Z024_#$rRZt7|UqmDQ)0;w&kt)!%t?CkHc!U7psr+=8v5rn=>aj)SgNsbAv->iFi
zK4S$^hEI2jdr|qjIi(4k;PW1R=^^m``h2z3T3UfQ&U`XQVmyO2M^N<cB{TFYu!)mB
zJ$FJnhOH`F%2JiflFywSwgFygn0JNaKz2~rI>73=${;O)%b%OE)t|UrhRS*G$-#9|
z*Ar{ps{OS=y2GNIcW{V@6NWz^xV75nZ#Q|@;d;uin#f-hjfRT8I@=B)8)8tcP|g%o
z^cy$YlHMmCh5Kv#Tt2!s8;Cx60y>ZLHnv~NAJ?}_Zwkc1n_fC90kM7mZ|`w=cmKEx
z?dMv%!+#-Ge;C@sG_CmsbO-pXU^AYkM@!ZsDo-=Dhja@o@LFLK+3>L8EZl1Ij+uEI
zy;miu<YFC=@mQEYyyO|I^(W|^=0CJ5ny}y)$zV*(guB<SQ4Em|<xXRq*FE`8=pE%l
z%3=>_NX5%(AWlRXCO{P{fr?4+4O;WwZwYZH7^}K@Oop>&@;t29LTjbWI%g*bOMo*e
zW_4Ef!KTDd%oUc&*lQrQMX7WrZ0t!@rDFYgSl@+vY$0MLkM|eod|k^y_O2}n_f<{`
z*1u5?Z+FFMP77Z~`PzOAP?tG*yqcYu^>6Cvfm-Mmt;wTTDWS`>oTU%-7@r;92HKuM
z2Z3qgF(xN1`ol}>n0G+z0uX7e3+Go251oFi_`kl-wG#`@;t_H`Hi>P%N%y;4efSQ9
z&i)Qeg&E<bB6IdUbUj!_`lf`P<JJf*NpIK1?=HaLqi@!Zojpk#NyS>pC_Qvb?^TqS
ziXQ6nxi@rrj>>gr9es2+PnO##+|U-@yiz=Lpt9#DEpz@g0JqR0Y;51RCcT+*2BoT;
zp3Z!dGA!=D3jGUOyKVg}4gvSgba>#;;VRguq4htCt~{RU|Bn-yN^}VkiV`A6*qSrt
z3?=tnL@d`Z=giTaTL?3i`&{m0n4{eHHO$;I*WANgzu)Kkc=*FV9uM0-d%s_==gF@*
zSSR*_VmcW%aJ*0K*x;3@u)cHsr2SQb0+v=qM?I@ybK5@4oXjpgd}VBRU2C~j29jU-
zQl?azSCiYY8d@`7%pHpU9|Nv`moJ~{C0T$Ba1PvnHPmJWE_b?M0fQSb`h8SldOEmP
zH2YPJHGxP5Da!n5Ux<LSL)zHRF`!MJW@mZ2GrtvnJ^3yIdPdErQM$d8KTU!E{c(ed
z5Qiv!Xu#Di&3i<lh(@T5G!|IxJH#hV`Iw-t23gO5`BgYpWtK<R)cj((+>Tw@7;V4D
zqeD-I2vuUGY3f}c;7q}5_KaFh6S9r#s*k1A5shuB_jAs@$T9iuFhX-#C;8CtrW^PW
zXTOk6etofJo3OzXkoewJgMa)|TOwcXR*uq+y3&l+%|@M*wTN*#`SawPTvZE`D<s|7
zdd*YONOe;Tuh#z<M!E&gm!1`>X>6Pq*=kxI`q=m~!pdWJ*wmp2c|$jAH@@QNZLh^a
z$I_}^)#8S$Da{*cuyx*g>Ow!p$y_kmJ|WcuN`Rdi2mM^2(0C~50Uv_{{W{Q3Gu`5G
z>y9@+x?>|ArfOXn`NPfuKHZyw2#J9o9k@&mnwrv9NSF!TWZO5t4HC@Lj7!R;uhCyt
z;4iB50<{VHLN+A|7i87FxW?zJl6pe5?wfH~@kPYPuJ)?&K+>-%au%=hEA$6JXU82)
ztR|;>ZqctxW$?`l#i{nK#;5B<%hf2x9ZQT`JEPLpPK7%1IuigQGy6mi5{SKFy;OUD
z%d)EqUK-iLtIh1wYCu|2VqESq+#<A`n6~T@ScNQ)fGsj{^oO8m2a_`>!ga}y6~s5{
zvneqF{}kwpI4VM#?CTZ1l>Zg24R6l+Pg93n^|7a*_+d#m5^Kb*v==$gsy5Q$fM9Cj
zas-2vw5gl{yUPu9(nOf$vs>XT+8JNcZogK2R^7@d22!E&ISD#uIAsv<nj6mfRmF)_
z4hw7AHOc^0Lq4@J6_`bFxZL<%(8jB5#3AcABg0uEqC_Y4U&fr7ZHPU=JhX<c`Ciq%
z($)Dt24C*>dBr_uHv0{}Gt!vP9n0Knbk}7c4*V3JRFRo3{3{s1ase9C{rb1Yl)rQ%
z?KmkZJjAfxk4O1EALS!I+H~+#p?=Vt*FO_x_U(+;>uZ>FX$H}i;QCq`)+F&tQGld3
zd1wb`8<$uRe3;RNkx4tBkIn$nlzB%<1KYNrT`Ml09g{7sc4RGX<ADI8izv$|+1SvS
z-xbHMbF39d(f2>V&FzgJb7;H>??=at-P}iSbskjY6JB~xV(^>B4f^{lC)672lOL_$
zf1^zSR3JU)=Bq$YfA622=Ya?#N!AugW&0@oe_*9yw9m`oB@3RakK!Gd!}#HCUROB4
zpg0fu3P(4bMe5PLBhCB-EGiC(VmaaSL0<cAKXh2NTWd36X}M~?UJ-I%Rct}%tP)q~
za!3srGPA*S(>W<V<DJ$0P`Gy2Wm4cai#&(zcQ`w2-GlI=c4)VBXh0d}U4`UG#%?H?
z(q3!d-Pzne1NW^qW{wDr4bz9P`7;g2$1o`zzemm~TmRkdtW={gupM5KC8n$)bV&oj
zVm$$tZ$>QN)ahHoPP_qb!4j63$;fn0M}${ccxOl$4p9k=;QuzcWA@7T-FbH22zw^s
znPLqVHRia0C{gV@e%_`-0}4guB&e&ydXh766D85eiv%O5gR<w&5)@~d2t459Trm~C
zq$v#dGhVF{k^NiP_qy}j;>UL-6mFhYgJ6<J@Q?PLvh(QgDfJuK>Ap!C)SZO5`g*oI
z;8s&>m03LC<*?Y?E0r4d{G-tb7W~Pp{Sp`94N~O)K^;xJDQTO!Fa^Yfo>Q^T^qDO|
z!<Cbdmunz9075mJK95YOK$y4+s7Y$FTLR`QtkCFg5x@Asb-jjHu7$?h&`+J7#M~=U
zNG*|Hd5R#RN#|c)<qLmaB?>R>5I`UG^^sfEuNA(z+QR6&FaxMAGUrXH(<k|P05uk{
z?Q&n9F4|OSCRw%xbO-2%!zlWl+QRg=QrU`_kT9JSO@hcY-d^C!@*{(9a@4zvx`Dc@
zpA(8KOpSU+?imGhD{V6LRkdtgcly$4f0RpVfK^qFt{v%|0N$``1{JfD#UEX=s80Dy
zc-sd}uzmmnju0qAMVxXjYnlx|Tv`}13Vk>l-hG+87pJwrkDj^O8nD<fdy-rCD$CDy
zhVbQQeRbsBVL|yA^YsftT4Rhl`$9s@{HixqDHNFo;kG%?l8k$z)_X*E1(JA0sa`!K
zonY?=lgxQ+EaX>Fw6R^;P!)^~#0A65S9<OgLcpzqh1J~lVOotFMDE>=;+&?b3#Fq)
z=1y#{w|lvSqvoCWppO^OUeuHm$_0yuqOBKzC=2%bhX%MsO)|>V^Av|Nu$fA-VvEc9
zA*HpH6UUD7jnTCES`VfuE-)?G$Q*F^+w<C*bu<vXm=;BEZgq(82v@4je00No5o&9`
z>@uNTFOg5(UrUL^i46X!fOs#Tnw)Uf8z_Fz>IEVNe!L0+;+22SyipV3hH5qTUGs@%
zU$F=_j_z&>z1W4~rtIuOx^@z8{YiYIFC7pZ>`v&IHmb4NBACAdg6SrvB`Q~u#oy*n
zUNauGtuQfYLrerW^?e^Gva|b9BRM|N#Jj?n{@ri`b)#y3+QXa{du7xFoi0S6ckl$k
z%ndvy#d_)_VLdBw+>6@f#NP~if-g#11_FPpTmx2ntE<dhA4p1&s*S5+us<M;U<P|e
z&-C@E<emU*=rMG2zZtRW88~;MVm6G}TIhV-sDJJPdcBpSd+Pn>BQIT^b83M_Rr}N4
zq{FP$4TV5bPNB!3MV{rM?ZWA9rDnYOnEWTEhlDFu{)3ec?;>%!-pu^w8gL~XAHn%|
z%kR~sHVsQ#D$n}ec!%o;POZKty#Wl`!V3=ZlTiU?xdY#xk7t*o=7`9eczvR4PfgvQ
z^$b(g2$1Bj^v-`YD_3%ndwc(4p-?k&D%F4fyUKb@bze_yWld(<1Eab!H)feNRxJv{
z&2Vn!`3ATS`}?nJ7@3W<;*AX)Do_{iUh2P|@~u1_I5<s71x2{~pTUwi`N9xMxMqLo
zBAdOUh!99lugE?Y9id%ac3p8@(1HA=T~NWwJ~Xz)K6wP~1~l0|*jKVHnmYPdN>AJX
zHnScdM|8@np0pkN;-tU$zP?twecxFx;y$c{!ddvrphA*e^|e<y1G~W;O??C!aj~4n
z`F-nUz*G-xzg}Q!UUF1-&iRhwDBy*l?W_-szg6a~9g*1o$A40-M>GgxV+%hSz(839
zoj`<B4s{rNvH-CBy%v;>(`Cb`^#)tf)|l)C7yM-sisR`1Ku=T9?&1(h>iOb-OJi4=
z;scxh%t4PrW(Rq*7$bR)nm#@@ud%bjUhOp7h%fd&UNRPcEy-f$ESxoT4b>Sw1tv^@
zLj<Bf%g}Jqvz~?k+`B`I==$KB-n`#z3FMQ2bfrqg`n79(PQr{B##TTeR~`_EU>L0!
zjr8Oz6&HmoxV^ElgyO<m10v4Ij6oVXhxjBMhN|lDpql_%_;mbka%~>)8+P>=M`cNU
zm^jof<bMAnh1Xy!w!KXsZRgb=rYi4Ro*YyeL-l^j5plB4eW?(%bx(L6qqZ7BYyoE-
z7Zl@cQI-mnE%CP--zQuEq203oaZhTRg|>a9TCBR08~YqyEbXV0fNxX)0|$wDc#|lM
zSTFtPnkg!lc}1PUlF$Brp=JZ5z$jg2F))~a+hA+4)&yTxTl#js+;|NjrSPbi32|>6
zc_4<#Cu86X72iYq^!1^V3`+W9E?@Opt{7J$m!&*$46*G?`da+Q^FJxy{jV%ebf_dG
zkssU%R3d&^YCdlP=rI5y_7U!)1!?%oONim|!u58(d8JMYKgr8#aNH(=RPhqTEgTzL
z^EfWp5bA|t<yp)zMoeQTu|BI0YCBi%Ehd1Kt`z~ft0;VN0j^?8(Ic)`RS+bxZ)Puq
ze-_jdmHNoT*Yh&5hwn{{Y`&yAyqd1be8`u#H|7~4YmRH)Tb}ON8$5yyF5@gD={g@E
zZ>NFr|Im7Ee-|QGO|g|==k$Ye2NgxIvGMCv$_~Gh9a<#2de>MAwi1my%XS%c6;!1=
z7<^Yap7C{Oug?e4_X#_$=KF9ecUD}+%~KSXHeS?Yd2ed}d6m|IhOj7v*gNUFe5{Ct
zfLD8fPFS;q5uvGk9!p<7APbqNOW@g+0Qm2koQK63l<5NJAQ}zlEaw>2>5WdY1aQ_`
zbKB9JFAq!jpz$#)?38zx6XzHEz-KKR6xc5YB-YPfMP>ba7?`vkV*bs&kqJbISO`FG
zRa0V349Nt|!<D*Xdd3cUbZK=@0swR@kcWpsC)pF<zO`z&=CfGIe3;0Av@<c?N<W!m
z@v<f-g)fxh%^i%j8mAiUUWTH>msH0*Jfp7uWWap-95EOdj67Yh99=fYRdlCJ8#s<e
zAC3p3e99}|pE5?x>uzP0RU*n$zu3qqIK;@d$$(om)s|D%cI)NO4i}Nl5asW#F;hb)
z!$2l(TBm#-lU(Xod2@GBDqrN&NpJA3gZd`(NC1d$Jgvhsjh`yL{bY3z=<1=9R+1?4
zYof;LBPc#BIQ%VN7))d?=U*hKDL^^(rwif=3|?P@sEAT``@++qx6a~$(DKOi1_`Ac
z-nhCqXqfnABe>5LWn578J#}i5#`S=<51{JlzqarE+xn31=Z*X|&1f{w${Y39l?ilE
z%Gi$8*fNN&yE>=BYUSL2tTeQnTB@s=XE~`;#X943|D1R)E0{SbW1`kY<3+TrbG`Br
z@@P7{Xx#FNmqyOR!V!GVX#lE)&mAx$Fs`a_$+cuGRjw0sK1{Q*s&#aTECM~wjSg|5
zKq|wju-~_t=}3t>&7Yq~S0*36R985s=)ji|RjuUNM!LCWE0jFi)*649R<rTOcU)tG
zpjCNX*O$?iH<M*C*0sG`m6k-xw}p=#I`U@t*TwJui1`KxfscJ?ir(bt3MZnL*)j32
zzr;?QnS+D$@`x6nUC>X=S!8iZ9Nwprxaxjz1MjQZ9pvpQu9S4lNjDF+Fu#-M@4nb}
zo8=wj0E@l?pFIY@()#Gtr<+om0bi#f6EfP6se0{>{YLw!_gqaaZ18{g{yn%;S^wye
zn3a$vg7R0uikaYPzk$#V;Cs&Po4DOd<lc~Mlhij(U0gyc2OWiDJ~3rBlvmZNx3rIm
zJ&xmmmNNE1S~Ue)(E+<V5D8;|+rhaKHOG$)wRyJT)RVUaAlC_aCrm!eUT0WXztFdz
zN){2^*$$iuZ#}Ci%bASUt_x3>P7=h_G|?zn@ak0B_X^+9=}df&t0PT&*SECxKSo`T
z@>MC{s7%c1mGJQ=0nu0GfIyu|k?qj&o{_ANdi4y0<;j{S0n!@WaL}O~xqRSO=?)XO
ztxPhtYE4yHJzPGZkGteKD<3XUyzYPa#ulcG`o4ePtEmyp6mciz+}-D?>QbGXvUOEA
zFM0KQ_J;*{z@zH&gSAhn4}r`KqD^F%aTP5mowf>`M;@bVw)fLGxY?@(uZB0a%7<_~
zHm&*lj^&@|zEpS4Ppj>sp<+0AN#l{7$qQeyJ68Wt9Gg}cXGwZjNF$O@f>E2T%`W!~
zqD6UjDpX&EG(~YKF#!3(OxS1VJB~`v*xw50s7w9v;EiIK8jnqV@XN6eU0Lz;!>j_D
z>4w8Zz!NJHssN~Sub>T?{aCQxx)S0rYYOIuS~Amw+QEuGltj*SckcmL(XO*}e~GaV
zf{a7!2yW5#-h0|gNL#W<PVWZts_t5QvFrW+ZY*r?eoZjs`V~N!UUwGKIyJsKk<ZvD
z{^x2mrXXTn^%B)Y^-(2o({l*@ROKk8T{PydR#Dj=%ATm68m-l%nF4O~2mhsM(vU1^
zdD=Jr$b5*7JhgKR*}=^C2&dzw!HtVE@rcGOeGuE#sBka{B(SoD$%rac>y?g*i^`Lu
zFOvxsN%fp>%Pr#d`wUiq60~PPuw3QMaCgKT!SE(Qc;^^*qhJ|@4{q>|Ak74gTv>S>
zNi5rOJ!>Yf-D<?<Lt!=G5n>(CyVLL`IAv|m?d08Q4{coEM1SuHr!o?(_clPHxaeYc
z!6L}IFYJ><T=x-viraC%+L0-~CTM&7y`g4>Vx{n{=kJ}+fLW?PkC=|b!0VjE#B?<q
z8mjOsq{F+DhHm6QCjtP`e_Y+!4Q|PRC6?%&>0nJH#R%t37%!=TTm4?e5_pyv_<et^
z>X)63hbCRb30BUqimY#i;{lpKtj^1*IV%t_JoMzCgfV@+hZS4{H+uI1P)(<4M->Zw
zxj`y(N|I_EV^rNFYhto0L_FpUB?{c@Nl@~#at!xp`H<BSP?|q;NwK0cE?<B1k!!nE
zAfM=reM{bl?>Svq1$U(fJBy}O#t!9G3K@KwxSpZIV`UrU&3aT{&2Zu3(B07Bf1W%a
zwH96_z8rSq=9>}NhkJ%v`F;o%at^#5ySSY>n_#>z+9Z5W2!s2M<f!n_y=W-F=Kj0N
zT7C#+oJBOWcvlta0<WJ&4Q&$_>!Rhh6k4VaOfiyw;SUqf^88HLKJ$k;2F{|h({)LT
zRAOEAx971QfEVW8X8Y5=7B9r0>#8C~g)oOTB91bz{zDqGH5UZ{NeI){fpq`+8)ZAS
zWE9l$tWM+`!^Cu8MUx2L`A7TKF)>5`#}sjOo1!?+-S(oK#zR+yEJ2W{zXEl!w__6A
zSf8`Dw=*!swn{P1$F7Ojrb(K_Tchso(syk2M(D;h*Io^q0Cs5i6ZhBiFSN$QfrwI)
z(P7vlCz0$&+dn<Ok{ufyoji!w7S>-534xpitfCE{$0o{oW_8EaPo*ne0dllp1ryu4
zDnRuLz^F)Iz1-)Ps3vbNKm6QSb^q7nxWLd5)=9OQpvJAiYPnjUm=f14K6Gev3^@vF
z?`aR*BI@J$bfGQVDhi<GrY?|1DqJQ?G>S*9@dg6{Yrdnwx8JVM`}$v_V9tMprlR?C
z7!SR6uC7`Iz57yar;)L7F;jBjPrCZ{@n6pvp?Pj`^P_u908$w;G`?GbsVz#4M+6qX
zDFbYI59zK&^~x&O<W8!;dZB+ozhhXfu4u@{c2Puj&Qx0~O@Il)q9AAf)nRri;4)#5
z;dtx;xue5ZWLbYA(M2eQ74736)Q#3r-vL9d?SVX@tXBIbX}4KJ+x`~w`?DAKjR2wS
zGy6OnFx_+2_@Pf=rsBi*%A+qj<|QF~@iC@YMemsiF&lJhW&Xxie8p~HSE+N3Lr!PL
zh(6GZe5?YP;Hb4YXoph)tHW!)h=m06b4s$yVF45%gJZSF0ypsFPY&-F>x>4~dur?&
z(xHbGMtDJ&2y;rqx9vfd0))xP)0}SFfUOVkVInrjN{jf5|N8H$HbIPE4)_W!Tn!!J
zn9~%Jh>$OlDqCQzctZ3H8S9|6xA!U6mvmx!xm^Fppj}z(wh`#sNySAN7F1+dpju9o
z=zC=vz45m&s;sv6H9OIEA=j?3`!R?1286dS5foK&boS57Ru{zAd?tqq$UmC>!sZp8
z(A3)WB2W(XAZ^l(fR+Ecw_lSGpRoM2gNUb{1_u{e4Wu?NlFf@U?C^nNIpj{tVIuH>
zRrm5nt?F!k=-Ive_>*@;C*wWsqXslv*l{SyuMNDD@%iOf9O=Pviulfp)uMELqu%s4
zT`NEs-cz7uQaxrf=c8~vi7n=1GgaUoL<RgD<i-nHnM%f*4JZnTd|Z2a(n|WU6@eU7
zYEuh&MC(MenZ*C?EG{qs^mn#*Pbfaqs4r7OI#R*=w8Py~%;b|(wscL*oCl{p`HR&q
zk09CsVaVayRs!`pcAmS?)ngcF4{yCkO1u^!mcX+R6`Y2AWSXb`puj|N8(}+SjfLG!
z((`p`OMWSn^K?5CP%EhvDP5UdS5$(ROuE{Ay#_SoAi@)Fq4=<`hBqM>+x?Ue$}vVI
z?W=+pB0dU%`4%>{=lge+;1FquL*Cu^`l8Z_(W;KSb#bO-<Rhu^u%g=kGTz@F%4!dJ
zAANfmWS52;o3Wc=XcH2N(G1$9Fqm>Hy0a(0HhdC$hRiv%Xccnd3Y0A>eZw<K^Yb6M
zEENP4IXzOoJM?Q=(OANo3b=32)?(WVM!bpEGF*O@PoB@52{qXA76t?(gw-&QiWd0_
z&%(!llFh_}BJ1^i`Tl^I0V(IC-OdX|wqNT#bd|LDWBG;@$;zkdS8seH0aHo+sipj*
zT^Vb=vt2h=w0Ut056-hd9qfyxz`d|<*8H>Xmwhi^EgnoZh9Y9L=ZAQhqGJP*q*tu^
zI)_lK4c@2XIIx0caTL(T*VGj1$wkiT!o-?6+k)=7f8U&p@LAyhB$6!#RRS4J-O*|}
zuAWHi5R_uZsEYj!aM)^lG_{)C0Xu{hpG;JxAP_@$)|Y{o0t^NglS_3fb8oLdO<X4_
zZY0XoeF8T!MEEpKf}VNBkLI-$iV=Ta*S($Rp5n01F_i7q=i!O@_-l4y>MH;~&ll})
z;6`^>H3)#dRAmKIn^7NcQq@pp;$vzKs7jMT!cGxE-TwRSbS<n@?dW<@ri|sY*!G&&
zgK7VMNO~XxSdJh07F|DMI0^-l&}k>KTwlMEQ2)s*G4+vH&I4JU;qufEX31W)nk|(J
zw?1=2n$Zt7_YEPF;@!u(^LiHapm0f}*pQMxd&bQC)%?>d?KCXxLeiXbUy7Ur1vr8&
zPL2yT6fVNxr2jm%0C6xuX`7*5Z`Fz@t&8Bg70z%zrYp9Wfo|F$qsdeJ*aW&Q)yaD+
zT7`1EA%2BsT)#&I<Qpgc$I<D2`GL94Cn$r{bK}t*2ZmF3oo{}gCB(_bMk&AOXWC`r
zgNuKf+*Srk5q+g!Yg3{o7o+n#ExhW}ZT1jDTgM-06}Yftm9E2WXr#bD3#D(!C~L{l
z#eWU2gg^6S*hl4rjfn_s@~br#-;;(0<W#SS_MOxJz34h^14O!6%iYDucsL6e0TMVG
zchJ?@jT=+X?4ArhVB&mQ$z0%ZCatCq{Ibmo=-c*Fx=W@?%V=%Y{t-}64Ri{RaP3o^
z@c{RDc5xV{rQL|$X*jJvk)!@1u|0*18)c^hgeSXC$+6(p^<;SV)b^Ct%M+v3TYV<X
z>xcH+!i%*MB6Dg{y$?|__UC&lzF#fB9FAdGo3AubGN~IkZX4HdR!MBYZQ$vc_s%oK
zI!ir3jc6T7;@2}!j|`r|B?KE9ZR%@--0ip7=BxibFWb_iQu=bAa>NO@v#SYGehOdG
zm#Wv-w6Z(DlW&+y%eyw6L~{dr?J7BMCuH2MM_~_;0oFGImiKB)GiO{K8+pwZ7(+6^
z%l%g)!nkr5=*3xEE?xRD*-6Z$SE^;jS({p=#wPraTB?}g{&$6vUJIX$RWuv{57b@*
z2AiK}zob5wwECZESjjd=qNc>z`kIzQ4AlP<`sVyErAKibj*uqibV&cH^j`}`L~?9r
zXcdFd)rc5Prk&P-F*eHm+B%EcA-!NK>Z0=chqjxKb+v(>ql-YE>dn6s#aZ_3G*x1-
zJ^!)%n(KW0WQ_i!5@yrbgQ2!0u0j9Gq`ZqYR&-|(Awm8$mVwX{1GOOoiM*HEt-XEO
zwTROSsk|RAzm+Bc<`?9VMcc0xi^bo+xhm5<5Q!$tvt?tUlQWp=c9A>&TTqpowk>{G
zp@%ae*^soFm;DLz5l&bL@RG3_=1-Oj%JH)#ynyw?A($u1c__8a{pEz=u$37XPE^(*
zyiz*EfFSfs#rE0A1NQ0vF}Rtxk!Q0neQ|is%CzASijIm<(!wVF9mq|!u}wK@5KgHg
zxt@Og@CG~uOteja|L;U;hpX9(RF|8#sN?J8EFu9s7HFopd5pixbLeN(oXz=eG-z_=
zpMMLbq}8iw9(>>broUw7wA0W?NAYy`iMtab?XWm;nvgTQZ?jj^=#ug*mUP|D*7HH#
zUF~P+Ekg8nuYM|sSXwvqtNP{L$GJB(RF6VDT7I?I=c-68Ao6`6NwR@Nyyb(M2}vSV
zWR%`1T_tu}85j`!Z0AIw>A^{Eqo`wNfgl;KeP22X&ba(>!LvDK*S%abtK}Yd!jGz+
z3jd}K{%Ytaw>n@*Q7SDGeVU0+#^bHuB{t+wA6)))|MvPcYL(z#+otf~1F3BB-a9H=
zW5T2sJ^C5Y@TjsD_35JNovq5GT)q1mbYJmHQ;t)NkaiKq8m1h+bSu6ou1mx^#1XBM
zq$FQisV(P3OA*)o?*NiJ29o+7iVJ@(ZN0-J_CwGimtn^HW;@^q4}LE2>J59|oT!6t
z?47!Nm5~xLwFy>w)F7*&Y@6YuFqmzA?mr{<zMQV$H2JbJ1n$;rzO2q9+6gQt$6mo=
zv*E8D55ldH=S65EaQ5(PfEU6;t?^$gkRtj6!g0%gU)+C^H}45vjwfX6!&yNI%U0#i
zoq8GsOJ$tJDOR(7&)3wo;cLaUmpI_68s5^yUy5Ys{Y)U&3VpXar%XS}_fVTOu<@I5
z<D{HQ4aaSmd{=EMlHq0IJvZyYuGOl`h(^$>d4o4NzUMXRm(pxp8>ZZC>sK95)j3lF
zAz<~x=~Iql`QZu`u4yZ4#U7~aalr@sDs(I%PD*P{RR}!~G0c5C2=U|Y<)*BMoMXnY
zaDl?kG4W7$J#+NWcRq5@v8_1RH>q3>1V~Ki{ioU;IN+cGuCNEvk@;4M_joYst-5Y~
zSU3OUdUoynL7_h)UalRe1daZ`xwQE(JVr@8XZ)XTg2g^{#9U;1Trw#j7sq|%3^)t1
zUA4DT3<n)H?xX4_XE+RY+LT1`PEa+qI%y#?kD;cLXG8$d+mxHd*@;8$5eb<=G;LAw
zR{#x-wOutxdVDwCjh%{~$2`Kw9?TC%Y)k7q0AdR^8BLJj0*!k``q*40@u`IsmIUM&
zk~0vbdh7LA1^DU->e)A{dI<aMaKdv{-ap#P#F}*}q?f+8#PJiEW8z1SYFgWNTh6ub
z?!N)~*wGMzV0mod;3Wrm7!gOi!^MNLc2YuUs-5p8hQ3Zs$dc;nFdy2enRQI;9^22z
ztf&BBXr{IEpGdbCxfV~^R84Qx`Zn|ubb8H~15vi4>5@IvCqJzUyx$3Vwn$zT2#h)>
z#^U)=F_GCgo_!2ONxYV5^ddxyhpx4-LmhVT&cn;pRctH~W-Ag$4fJ72MZleJFiHv<
zN#;xu?}<(Xz6YmF4D)fUc4PcKlYEn3ez>1C|MZ-(L+GbS^g9Qqkc&@-(>6|E1xVMx
zY2VQS7YS<!6)-m2l1cpWu(|kO78WgRVk;%Zv!Uf@uFdnzLsLN*tya&kJ6(}Fu!MIF
z)W2zMn7aQ|x;)hQJ~=YVsns?A>uS~Sq5m<&5lANPFGmv{f8u=)P&No#$-^Ke*oFI2
zcE__q<2XT<X0J8~y@UX^VWoR4xjJ3ny7d_MTQ#Wk+`Akg7J;FicIVU9WgA1Xb3m|d
zs%b=0N=1=j*HXeDo`&zz!)peH<>!beO(+|kmodGQpbzf4{{a{rpKWJ%BT8j99^5#`
z0lxM9%HKl_IM%a$;+Q7q>x;7~=z(R|r)ck*MjiK{@r2m}*DNfo;N6paozgS9m;ZoI
zZ>uv*I>lFe^};{JaRo)5*XYFF(}-7Of!2)2sVOF~S&EeAoo?lQuWv(oPuKt6D5}lL
zs517BcP@Yd0ygT7Zq1|nw>4sib$&=*%OzWS&ZoC9%!ILcz5r?f%$}0JNLQz06z$!6
z+M9UzZmsyy{khxW1t3u`ZMTi0DmXqc$e=#HvaZNDsB|C;&}gDGmtC%_yybUDtt3aO
zP4JQ@+W;)(<MNdHK$)qlp!09XucFsxq_;bmz#=M=!S7;2hd@F?50UWj12TEU*KOrw
zW|wHTn&JNRL*ecVV8wiCySH6Y=#`WV>n~Q!dB^8Ff77#R;v9EV@3~f9p@CzynU}7!
zmafm(Ag+UKA;0v2pr~`uXe`45rOQ7}L9VzKN!>vV?07-V_sOMXD5`9wdZ)wrB-lC%
z-lIdzW8yv=&XHPsMMmaa?|Q&-ef!<aeplg<3U2$$>yCm9o$QOvp>Y8>n;ylt+Ziwr
zpluo|j(e4<&N&83hO`RWHw*Q1y;J~UBiLjmm`iH4E*hF^KQ=m}5A}-C=g@B}7BAXd
z|CBwJ+T=-2lD?TLr9IDcR+I1E(j)#f@npw~%dpd`RkCk>;Hs$QlO*>&U&(F27K~R(
z-O)|6wvYMvf?M#T(0O=^=R8P2TJZ{8ovBys-`)r2!w-|O*zRI&MpY#yj%R?*jXC0@
zVuYwt3HDJeJidN^XP^oT)3JW2zdo5i^+w0#3fXoPPuLxAx7Ak8T)iuQ@yDA8H)gIj
z?wQEH^I)cIxcKt)c-fxPmJ0Qp@Xp&vcjp|7t}i~~9h~+YEgqU8;vZ+cqQ;w2#)?hv
zO>GlKa1Ch_74g%lxDoXWkT#5k<i;Qg$u%E1Mt{xABMD|SWnu{P7rp{|*#sJ@8Yc9s
z@S_}00%xMXy6x&2-kXAXLlZfYdE~=Gha$KdR}=d-2iSZ>J3Ibc>Xdi`#i4Mb`CYLe
zI-AilrnV^BX@JkrU!wN&((+`*+U!jb!@|8jCT>bL(-k=92i>5m65Rc8n7Es>@WO&a
zoM(906?OF0#u-m*{z2%}6w-UBllZorpx?0>2=NB=jQcr7<+r2?;bi??#Dp({vLiE7
zyO1zrlQ0FL&*YeGCel}3Oe!pDJ8I#c3Go_=U}u*#*I7|2LUl+$r!^`z8a|4;0$-iw
zo$LOLMve>{6iGF{nH@~#mA_u?5JjJYhoL_b?AmzlcT4xOGBfrG4M)Ucyiz@VJuT`{
zMz#K#m6biWhuwj_!gqW66|>%ch?zdiIYS<QZlF<oRycYim{UHnlkg%xm*J0br<aJ3
zkRp0s;GW{bd@<YG(`)t0$e^ijx;Fc+E-t&ky>kE!Q0*^IH7b~KVr^R#5fK8E-=Yib
z9xSpJJA!7M$=`BS&5#>Oj=X%c)tAv*?bL)WI9?&`G(h>V{(IHx?-47YevNiwGmR>o
zfcA+MdbXQ-+?S_-?yI`id1zCH1h<;3qnU|m>d&LtqNh07|FZN!8=kYDJNu=N@9gOw
z%x_p{Wp9<P+z^?)ADtl;$t8ls&sd&vbdGAi0#qI!s{*=R5n&pJ=OpV&ZeBpKPuizv
z2jnuXy1%#K`D1<2_xG$3_+5BoCv85o->V;!JpZrNksV!}_$7yEvYwFc>VtC9z8j}p
z07}%*1wb`_aRHu#q?V+BySe?(vIK%z8@nzKF-4^P%;5&l?2E7B%lT6|i;J<G)nANt
zYOHeGhLHnd)5&r}N%qDjzX|RVk{R3D+pFVB5^wwN2iuDA2HTGA`O*}>l7gx=K|EH{
z%$Uj8stDIMwaA){uXc63^H7ifF^EM}&kLV{(7kYP8<kpRW5j_pcZc=$(P%xz-JOc^
zjo%h`8v<hiM}H3X81lQ6?s5{72g<dw$KU*X6RDzL!AhOAO#T~eH*5dSPJSr9qZf1#
zZE>Ftpk751ISGX{XCIpt7U0i;dcMigPtT*DmZvP*EpE*duf4^~gf{I9yDo2p5}4Ti
zlb$1d&uC4;v0?JNkTwum5gjaYyJ}BI&m0!GI(2v&u(ybOX~6FW?A5g56X=f~w;gNn
zlET9XI4})W1Du#Nh9xjWy2d`I+|#4mt7GywPXC;c(A!>iPa3&Q^ENE;fhHhkJF#de
zqWYGOjs!>lM}Jc!B8Mm5C6~wPI<uVV;EieFn}_t-pq{%pyT(l^#QN$+R<q@lFi>c8
z{eY;N9`&$b+Ad<K>-XSM{aQss+Vhh<$BnrMU$0Nianri0M~&XtVUukI<9^cSa|QV)
zJ$o)d<^3;7bpo^}+CzyExOmWTmGdJnT_^NO%7Lq^4%EukK%V81AUqa#dUoS(Y(DIf
z<D2r44UR;f1(TSwLUCq{jo{aCs81sxue%d5@iEJOw&0S*_DRB<?cuPP2&Z)nW!S51
zstj}Yxk-3gz((m1ay_wYqoRH`@Se6caOwc5H%OmRAof&!E2-t8rPb*~ns@TL^5CJ-
zi?cg*rCMGk8d_6h^BGP`p1X*Ip8!Mme5tbidM9g8c$5MgTYB5Y#&$(GyLepo4K&s;
zzm6~wxQuM@45V4CjeGtz%B~T`saF9WhS&uZ)3Mg3Gm!qT)5>ywCiGGx805wR7@3Dk
zxM$_K9S>CIS4oO_){?6VtkqVM5TS@ohMSLqeY}^0cM`3qGsfjsduj(eJD}$8R}=(%
zEl=^Ir`CPX4<d673eCG;DBQBk@p3@UX=s3;;XZAAdss2TvAZJWf+Xih#e`SomzyAM
z`|;B^1FtA&aNO(v8iDVtJasKP?8;blKHzlLFVgq>A43w2LM~3!L|a>3K<d8|yu*_k
zk=qV-{pYvBfqD+TWNK6vxQtoLxLq^3QI+#7I=2t5yxbd*{-sqXwQ$mUsEq18xH4_)
zFPUep^w8!+^yyPkfRx4;ar_MCR=1zmyUu(2;Cxm>l-WXj90#a)22g7)5QL7vT8UGl
z+nLP`swDIoVxL;M*Y*}+NQnEq+%<QF+WM*9^}{^_tRv00t_T4i0HTNKht986zS!`l
zKN+c<D90Gasj3EILKunJ(wMQe;KVHe|J*Iovg}yA{gctZS2ncj*XgoK`Vj>C*l%oV
zlBhD;F@8)PaY;qgTy9pL1~4(KYlHXD>2;XGglO$c@p}>E@#t4!veA1;_@k{b*xCc;
zx0RQcPF0`AJvI;vDLJZktJmry+$^zLsiUrU=|St21;p!>PffAVI8N?PfVQ_K<Ekd3
zL)UMO7WrtFe@~Q7VE(`;J2}sQ3XJ$4!v)5OY~{+WPc0`G47OaXdP<mdd}U|&|MI2h
z??lPAJ~F{u{Iys|kty5b#g%dE*z*wrK#c{U`LIYAvij%gxI~D37tava&ArPP=9ylr
z5BJdO14aK-7V~q`soP?Sy^gtV?7^{4SCZi{G*H86+MH{b>oGJ;T|}pjxUafR;6xVc
z3X85}Cl+8A09_sJsE?`iPvXjB?D_TAaP#e&#^q|D9Z!kfYtnus_?ELg|5f>t=GV9O
zBDOxg=+){2D~9*a@T+n5=H{$7;1?72j!4)7y@%yF+IYa`Tb1+j>nFp?&4|lmPlVH7
zBya_^O2x9t4}{5L3>ZB7=J|#$D*R0(6tGCnJUyR$k10e-wY>ur#qO_Yn)m6K?&WJM
zZ_|^4O^){#7xD4FIH@AFsz6{-YdS%RjCF1$ES53H8aTP<I&Xun-0zGN3g5oO6hKL9
zX$VA{mMyFB)9RI3zN&F{KdT{%6|m7}wP?Kt?%e<`Jq~uNw{#uw8No^JP5=Jpa>(~R
ze@+yd?+Y*mwiHsj!c(lvqs59>cMEc@T;6Mye88nGG^5$zT1+7B<<^VHhj<>vJN|xm
zMiqIox>tz4>StP+?0LX#B0`K&O!nzkuf7{*$LG9oc7plXZkkH=m5sJ}?}!bJdM}*9
zHcs)~xXm2RE05LA_g+?qb4)SB@7K=E=Xizh!(f^R%bQ13_AN8in`EOBBY!rRoS$b)
zdZh_b9-h?|F54Yb196oT4T-v2dci3xDcwdsX^;m=wg=abMs}4hv`#3dxHk`oSyYnU
zAJ&FeF`r@OV~`5uV|WxbA+K^nQ7HFqhJM`JCl1%T4cV|4qF9v|!cgyN#6HevWn4Xd
z+*1?lb<@^z(*#(-Q^d<2k9_4F81PgSCnC$0r7Ftmx46DY6b9uX;;#BN*(bP;(LeR0
zE>WgcOqWlu4-gHbU;L>pi;)~C|Ha1?+or@BN|`3eMeiZxIV|)5ff>SLx*?Cmd6E^5
z+CJJ0w$a6|_^X5j-RRo#(i=Li{P-|UVJDHf3hLRhG?f#z@RimfT(ilZ8>9}Kt*O9u
zu!i<DXhl8_F|TxpQTpW7el$`jMRO)%E-JVs?GU<rgNv$07f}`;+!5c0=*3eFDFOcJ
z62}4ufuOJDCkO|tr|iELenqPB`UzpYqB6E1y|ScZ>5+_s7ul1`Ht!U&1M?)mtz5W+
zBWIjfci>OeRIZu-T6lkXD0_V$M>lsS8qt;#Xd`Fe4x{704xHAb9=sHq>H9!^r{bb#
zX>iL>oL9U<XbjGHq@XsWD1Ec+(3pecAgT36dRu*9tMb);s{5U^%(Ch)4nWuK6Td`-
zlUZU12rHtbiM_U5n{cPIYRK&{fHYm}b}~M2ZaWLLdc5YJ6rGHkl^&k|9PzPnBA8+b
z0)gAD7$=WrvBz!$1l5Bt$affrr~%=%_g~J)-irxA0B6ak4L-KH1k;`u<^N*<R28;9
z^_1+qagrJ3yD({*cB0ZvX0!}3l2nh5Rbx(2WLK)Xw|kahO{>cO_oOvteVtVE<xWV4
zon`D!zzjvu{y-1Dle>y6BI+e|Oenb(dD8;0ub_ATt6?B4cEY?$)s*KHz;?4G`%&96
zfp4_thkh!`bUAssb($;NmluyJwa9z5Aj$48+FpdT&KLepS*7EaQ5Ab`dzD!0+eT>P
z6u|yaFQ@dN>Cs5{b$0qYF?3!dq*tr`rUDCp&ASl4ZhnC;65hSRAyTb=g7UI4$}g6i
zczEbALWYji*TpH~#*irhtBd5s2bS9FDWQsdk56qf<9qIq$DJ;Q$S1k^Ix$2Xo+|(7
zWo55;)~#%_qEB98+=zaS-0C;YyAdfTUsxYl0cbfTpgGy2Tw<#Ld0j=j9VZ{z=<v6o
z-DHO1aatGXl%r@~dz5e7U}7)$yqeTbZ;p~4J5f%k{R=U-A)Hto$L~xRMbxMJR2?gw
z{*U3{5#LmnLV{a&hz?$wFTUE9?$<%rnjhZOyd7_%mxzKe2EV9jSZ8Nh+h*vBu>W~6
zVzVMVH{T_pl5R6P^fU|Wv?YO@vPBFV5`l`VomJAT^FU@9I7Xb|LSn1#y@mMpzFRdS
zxu=(#9wwieepS7quXR?dslB6hhCxImKMKrJv!1eFVPRVwXBcc+TEF4Ap^Tlheh6H?
z<=bmqqqm`h*Pt?Z<K8(<4`hchs-hgj$JlS<yjdPv>Y+_GXz=PkjH+i?yGFUNjhnXl
zAH&{WQ2-8_ITcwxX&4&}^i!16Y--mJOxm8s4T2XKFKqLe<t{OTc^aFP0KY7_Fz}nY
zJ4Z6(8+U16)>be`(3Km^pB8KtG->*a>TIr=q?hy*w?p-5*w;BMJNF{q*Whq+S5IJ;
z`hna(R_(ad=-Nn$5ZJE<Ro~pd`uBjVjZkYnNW6mG{&+M#r2_{uBNV-bggtGZ>bU6Y
z`s^Gj1OzB-lf3U3CQYBBHo5YNH8g{@{iFNKw%3kbQfz*~N9AK1hwyP+-Oym`pYiQt
z?3zjpZP*LHP6r?1TT=fG?>5P$^^067AX|>;L~#ea`DDLj&^zaB^0fj>#KW8kngrZ>
zZ{hu4dZ%=2z<-H56?hc{Y};W$2M<*H*$ZZ2xYfW_W79yS#>}($412^V2#!AE*Ehwz
znz9W=9f<PbuiT&Or`?+yN=tX>aN|Db|0;Z%_lrmb{E@?aGnP6p@M&|X6qc1Xh}Wz9
zW_YM0^Gn3N>yX&j5%2|je8-wg?bd+s#VYZS?|?d_nb5`!3`)6j{@*3PRZX+GS7JH}
zr<)6If@l1x{Rkm$<xkBCE?;nNSZsQF_LtpKA}kQooFoZweL%aCwV$@!h0m`-Wvu@w
zTy0{J9cCZnqcG27RIy(D!Tdjt4V*ldgrCCKR<zk=av)0nlxW)*`q_}dXc-h1W*a<U
zjc}W+dYl!qH^QlqHHAmu$*aM*gQ;JePF9<P76wW<x9?|-cW0yp`9Cc}_&gZ+ztN(j
zvp%|BzqFDWb|#6NvEj8AcOzdcwPTgg`3wE}T9OQLcl3nnO<XO2Sz3~cVqVd&{U+_B
z03%vg&SVhiNV_795+(mR&FxoNMMbOzla|SC1MXgpohH6Dp3YIHR!!u~xx|Kj-WW}>
z?4C?Jv9k=jJk3!*gvd***m0Q}(N}iBc2#tUJw97c>gy`eZZ7<J_+Q?yO@qbe4c9P@
zQhqjE-Oqeb=lQ6=JB>he(SOq7%FW8GVi}7`BJn<Gjra!n3lSze#7+N!Xyl>DQ8nc5
z*0)dZETte$X&c#9WCIh=&KKDmA~4v&GJScU_|j$QSs0}H>5KT#_*nFU4+Z4;KL*-j
zt);*P>JP>T6T=}*j3#ssDKB&k@^F1cMr%j>4UI%7b6X+06)n4e$a&+CmX<J=l%dP@
zSVGdrZQ9phRlN-PRH&2edo?;C)SeJ+Yjt_7YW6+hVoejh>pIxRD`cG66XVNf=WxmE
zUm%JvjTC=WF$7aS+_!emo4LD-BG9nCC&jRy0)99##BtL6GsA+z{I(*S_kyPx-r1)`
zbn^MSAxY+%lp?AgXb{p`KmTH}+}GWpCx|xUKdt9x<V`$WJ_$e`<yiR5IXE`Aweoy_
z;MGj|$>Wy(4+DMmaJ$$@`*wc(@tex^8BdJ95l7G^Ac@ty!waQr2~1U(37lEN337U~
z?|4ssYR4;$Smo9Rg?pv{P<R}G_GuLOsD|@#Bvs0h>ndM`c9Qiqz#>==&6n*ax=)U%
z#BE|~<^J{slr4d_=zV>g>9#;kd^8RX2a2|KmTBDoEJxp$z^`5YgJ#3X?$}qi?{ZHf
zJ<}h^le~|P4_&4WM7+nbNwlG^t}VQJUS+j(0a#xe-_ScRg0`3F<6hX~hEygIGu!8$
z&bTSE@bL8d0dV^=VX$Tb9=z9JO*1Io4_w|ay66vFdxyu<+H4)w$JtNWI>+urNwwsP
zFc)h~M%U&DJC?n!{pL28pQSaY%I+CH#x9e|kNOOUdwoJwoCK@}*H<8YpAiX%RmTeR
z1KBQxuPTel5ydk^RVEctkr3&Gi%Y?V^<F;)?JwD<{Z{JOkq_8Z;}&QJ1M={ztrMwx
z2<pyAfWL$fP7i0D1t3R0N2hcCLvC|xGTdbjQSZ?d5Z|Rv&yMEM(V||WFAM3zJE;yu
zcRRm@7!9Nh<9hc~YcF$&={fA1?E!H_+&6cx#4hrwWw1QmO*QL^zK2$j-77!C$t&Pl
zZP5590SQCj?-2kK6j@C>ueCvdG_5YNf-kMj4I`=y<giJpwob_thYuBsfiCva(+10>
zXQc(K?M=o@jj{cVm`tYfSDzH^j+@im889=9H8BYnS~dD-9D;IU^g$w6L*>26PQ%&(
z_XE6f<>=5GNBTPquzAt;Q{=BI!dV>c)X$h<R*K@$PSD})NA&mhn1GA7Tfx)}$6Hx;
z#pb+3;W!S(u;7NwH#G@Q3JdYGNegiZ!rIg!$p;Q?I6OrS9djiHdFb6PNBM;=d^c`7
zO7~@$3F>Gwm~A2#WavGbBAGpDWVX>)w*DFPbAA%dfpTd!7IMPw&S8KmSRdHK!f#|>
zLmS)lB+|a}XhHU}OpotT%zOOpXNS9Oe5f;&hN*9cRyO}&x4QF_L5ne=VXA$EMWGmI
zcw5(#4PojiKqSCW;uXH@IJ&gPK&dSuiM&#-nX$YlKe|`Aqj$S;OW?uze~5KnKJ@0}
z50tRX0M`r6B)>V0!O`)B?a}KpZV`4dGVn2;8OCtxv`3zYTkzgDtR7z-ZI@Qrv2FSY
zrayt4rVz^>tlr4He)zpW%F#F>RHEDs8e-p1yXhIl5nRz`?Q#LJDDRnY%RKp@v7N#*
z|5kaN!AWs+E63NLZkvB3dYp#&W^Vn@yyi}Hx%(SD?eJ73c&cO`cGUjtwtqvf`aPQr
zp<A0ED|@h#reZ>&S;nN4u`cyiXbayJT)1Zw6DV(W;N!*1A09cAd`X8QzJ&6WhV@ah
zYo5+a;2i*dHaloT*4+|nZd_hydc*~Bp`b!7E4vUdos0i{1cRCD2ABFLvrX#6WKR5T
zhOPE|bxF81rf!}|sR^`kDZsyoj7`F3Z{brB1GpdCK*z=O*5r1J%=+YeDeJMz-&G_v
zRC)DfSXZOWLS$ncM+CRsGD)|!cdqW(yFd3MVIU%ykW&c+v6K#UFLXd{mW%jHN?WNw
zF`2amAT>)nVuo`&oPA6W|G;Z-$AAfa1uV!!kCPHBxcOegqv$;;G6Sl`BN#gHQQJ)h
ze(_D0&l{|PL`oGVT4P!xp{E>ABma+q<;Zox`#St-jfLEfP%j94$Kx7XXaw2b4r$78
zMt<aie~S+N{PxwzO!Ri)4?%P>{Myd3kjO7cRbU17m{+Bj>Wp*Ej4gC1M&pa{vr{Al
zG!^{!>o5I9@N?TGh7}J8zylMYu0bYx0}Z<J>Jevr-FV3QsQTr&ad3N~Qpz`SG~KNz
zXSNe(p?{d+O*Gj(Q8A?#-B2=Z$^X+F%6qG<e4AYd!_h5$Eb!vbrmEau=YX}Nq>YPN
zXHFJCX=6%+-<7f?|8<DikgN5nKu*G*_S?*;&%-*Snt2lB!Z<D`x><pwPzR)uyRkQT
zw#^1C!o*p}lZkR`<49T2l~jJ!m&24JC^(-tpTE<jY++!GOvBMiX(j}E7H?pg$!di4
zQ=o%=^_XCNuQ|1NPV{ze=ghVyixN7*Gd#Yry=l2~*B5hDUSZ1eqiZ8|SG=*UTlt+k
zxK9wP7UzO2d{^6mL7j)4PVL*CG|bg6*p{LzPHXYa8x-%O6wKwJ*G7?@e=cx0KjQN?
zW)5NTFo4|DkYa2c8lc_t-uiThea@GKh-Q}})sW(s{?b~fl?!Wjqj0CVlXa6*r!tdA
zg6Ma6?6Uu%QXhP?>JxRHYN*M!+)obojNnwHHLhqcr|;!qu58^mz3$?QXm8JF^KXPe
z1lD8Pxc|qn%DF8dx9djS3q(%9_8+ELA{q*Sbp}xqKTowhl5bsp@Xqmw5B^Rz2BEu;
z51HXRQ9^D7wq4&lmHbH2xY``wc`Xy}p!iM+DSH5CAQJd1&l|bb*OF~j!~q$+L~yX9
zgwgYp(UXRa1K*u7dVygK$x2q#PBx@*hRVb+L#YHSsj!(kAvZtSd{~fD-z$$^d?j!t
zL=7T}IZ&d{4?C^jo0qCAce&#`4Z!ht@w3zaMqB3m(OIB<lx<$ym`j@hvYq+88`Ros
z%|p6Z#cKW+<@ZR#4cH;rF=YrY%CrC!Z~`zdQ%N5x%cbCzr_8=XTE+CnbUn2)r66`~
z3+z*9Av`FjLIs>nPvttfz9`$(bYi>Z(b0{3G~(opDa2)H;#rxvzY9mtCnh0C6D52b
z&0epR@ACX>_ACen=+dVx=_}2cTRT(PImO!k7k6_%bN&|2d(GJ1CKOv91Pq~S;9fYm
z=)vEsHP_eZ&Zb>5AU1Y*>Ysp}DkdH}YT{iG)rxu8)*9*$r5W^Dx&r-ZQ5fa)e*jD1
zJ-xMe0V&CoX&m@tzjWgs`Z6G}hF&pH?~mVyU1+HdO46}W+VE~nXxZ(UxuV_9RNeR3
zvjdC9s=d^!vGqBCQUSa53=N@lV6s>{F-<uMPMWMQ(A@LS`rt5TN;a2`)9#hY#01)(
z6uvH8Ib_MnH|y@=rxH`oc1+;PhSByrOnL2cVL?TeM<;+N4MBxX>rM_F0i!s1-@p86
z#>!>O2g!NVxFxAE*(QdwLJex|O4V)pvi~$;4`sF8j*@>nPH{UF^CH+;^x0=*7*{~T
z)D`cv;*miD>VfW_Z{?S9iP&#>yufjWnmNsZ6__pANPPLNzURCbyBJ>OAsB<$?UkCg
z!uWwwKVGY-ixiIcf};>X+ER$N5OY$~DlU9QR4hRhr#3OYX*wOaf_05|&AgJOpIv4N
zbT<P3GNq_nfGbD^=vAn+n|9?`w0nQ{dv5ELK@Xu)d4s8jc2rqHc<5N^b6!fzq3=hA
z8*3j(@bWO~T%Rgzw8fEj4Ifxsa5!{)xIDaF!eixtH2}H|w>OZsJ(~x<&l{X?^mbZ)
zkF2bUVN3OI>{Ve$w&h~|%0@vSyvJtB>kPkk>pm*k;l`LTVWdDdA<7=&qZr^|NR%?j
zn(o?ICH`7$xfhW@77waRKjy&K%vGvz_&|H~14UgOo$XQg+RDkjoARO2Uc>|cKF&4Q
zIZG%4Hd=Yvx;ItfqllwQEl80;LrIG%k2Ad2rB`fV=lJ37#Qrv&w=nzr8^n6_!}yu0
zN-lEAIXCN=FT%{X`nIUtJRoH>e?6@H&z4*_v2Ha<ejWFxXgf?kJi<xv5{o|*=;yyT
zd_+$1w{_*jr<4;iELh|J9G#0J)Bpd)Cq+thkIdy0QskB}_f&2P<(m6FA=kOiWiDMc
za|>anatpD_W$q&}BbMtjcf(@LbuKgO_x}F=gYka9UzhVd=RBszA|hG<<ppjBjsdzR
z-3%8Fl(9KC#BTNcK}gS2Bc+Ct3rPr4)ST#>vxjJ7&*xf&+!F%x^a&Oi`QCzfpy^(D
z@>Zut>%E15EgCyE;9eEwK%RdDw>(XnY#E?tMCdpU_`fN5P#;t1i@JD+hjY=j{V09;
z_DuB86Mt{vgzC2Z0w2^xna;O&7^Djc68>@k1JZDTPGeDPJIf?rCmP9kZItM_C4Qiu
z@+Z%E9bO!u>`zq=nmbt$F{<|QSH<B57UF<N=RT0&55xZ#L>pLYwEkA?s2fw-DcL&t
z?N|5tc>JB_#Obp3@%Y~s?7@$MWJ_FSbaShXjr8LagUJ*vQQDz=lcO0*u9@I<qupxw
zbGvRkSOhYU{0Ew6&O4v*`*K+(XYFc3&Fi(q9^GXjUb9ET;6NVj+EoLkj*@+6|AP6v
zWi}P-d|_d)v<UEyIg^TsfPHV@bn&4EXZmd^&I13I!#&K$XrmcNdAwaj{fmpEbj6zY
z7FCw6_M6WFIn<VNd(eKSPOJAQ)Fv8kGPYv<7TU&|FceMNhv#f%+#@XHsHf|^1)c5f
zTFF2mwIW0^zg^8%H#~UQW4R(LK<noaDbx%?w=!1C(|jf+4}Dv+SU0locFw2o!=2|{
zKP#5#y2iIp=n_u-7JY|G+oW*D|FQAn?+7^E>wWAO%n~7&C*<a0A9iHnl?&_$ERALx
z<AW#~_P`8Tk(|a?Lop_&tVO;XZEC=D%xD2=xS8oBg{Lat>>TV?UjA2Gia>T?9w3W0
z(E2eIT$EWf&V9k?YNqOY`on7)IT2uV#8G*tg6kORN?tB$zaAs(;Q|oR&f3~GD81jR
z%75Y5rGUG?HFY=S^&6jSo>elbakUZ%*FthQao4wTmYAK1Twk*p+#U*w^1Y(5o`!$v
zNx?m%CU8F}cwkdtb}TOVaAJJhm$_P!=lgNYLNGa~`C~u^FsBsPd9<-uD%th7^eOCI
zZSbWV3M#vQBWb_E$Yw@o1zx;vln<w9kvc|6aot2PNx$(tuad%2sKB`pc=9jF_MKUB
z)uh~M(!5DoM3Z?7*0R1n?KfxEM9(>(z40rAKuuh-#knee2cJnOhs=X4gRtylL!cuO
zg33cHPdmr-LIHFSTx#F9ME;Bw4KM)NvDgn)J_ZizOJ>j;v&f3^n@7~Qg&LV>2!vzP
zo<IQhpjJQv1=0#4v>lxf1tEXb#zy@ES?}ZI4m93xwO{~_SWB&+eeG{;DV0|xUrrv0
z{KL^dQ}sAb4K&Y4k&^m6|FV0|jx+y@pc(IlMutNbchzi`P`nyZ^!iL$e8+I~L`$Q6
zEl$SPzAjhkcPX;c#1`=Wp8|}5<HS15n`Xby5%D&^TF&0xy=@C29|tYOK6=4V2d!{)
zDLp=S<(q!Af;-Ek=5$c^@)3F6Zitv@Ze8K4!n?Dt;EtmOg;Al6YBV=#lG8S>LI?k(
zDQw6=UiRhS&!2n8zVbz0OU84TX_<zD)T_)sv$WS=6jzn;l6Uf{dev_B-C+5gOwd=n
zSgHbE@DEI+L|o7`!5pj7q9sJzrIkmImzEblM_)0$J|43}BLkaNZ^J_B*e~0AL3Pjq
zS%HlB)Ch|N18#9lFG2)ow-@z8`|{w2rYIBXDYBl>^Fa=YIB+nJ7y_goD#p8cEP|o*
zSFfl{HFk|i9g1CTrL${-jrv)Pv+P#KUG2w%EWxs6Cz~{1nVPuF%u5TJfjzf{N4}-R
z0)1V{8!Ck==mg(;Rxb9tk9*vaT5ZDZtS+CAc_W`!kISkyZSRNrO|DEKXKz$x>cEO{
znB{*USZ#{9&ao*W!K$@ldw1}?cZ7@pP|OV1Y?nHMF9M=Gv7BvGzU1ti>kSG8-Rt4c
z-a416MDo4X&lRj8a`SQX{m&G0yGl{V(WxeRQW@N`0|M2B+libkU;1h{VRY<E<t?8F
zQF+0Lh3+-Pkyo1T|D}N4KLgFTDs#?q^WQuDor9YZYM@XDX8dnhm71vPphe|TMuAF;
zUlnu7s|nY$OcvEqH}}m|#BSr1*#_quV@A3tU~@HZo|6mN;t|J8c{I@)^C%Z;X+wnE
zj?SrP2?5oP_~R!k8;tbD^W!Mu5CHrWCzE(4=YIOGcu1>bfz^P#jJ>~g`pU=bu1~wA
z0eC8oF(1iWz{k3Wh_8w4J$vC^lBEhCXdZc71|4j;iz&OZ0UBPVpfx<rf9`v6ya&yk
z<sk^0JqTf$rEdLlkm{B8)+xwFllPUM*49o}eb>~?95LAYp8*?7kKT`5_c6IV;4xg=
zq+y%n>Dp1vJMZ#h8O8_chG48ovLTgjp{f?ynO0%>GcP0!yL+|?!b~L*uHes$@AJAs
z?TsYAvjR33tXY*Xw3Ytoi-NpZ_z)~QrC=KfDf!qjekU5nuer&-$WJv8Rg;oH!FiVY
z6{nM!+z0oGW_1^LI$d5#B-eKXtZW@s7amZ;2a%Gx$WE`PgD=ssFb%s&*~O7YqJw+J
zAZ|@+(^<YZe28wiKkc-xT|0ZY=|tWSD(ze3K4$hSlDl5wdiM-Fb6G^Jv9UhQw$AL^
zE}DZXwJ7EirggA$r0MH^G3?F#Fm}~clRq6GE0i_{+w=gf9I63(qNLeP*4%IQnZ38>
zBQNu1o;O&zJg&Qw`~d|;{tdo8pB@yakItYt#;PP4N5wyx<*Wu1u0H;ct}6=D!(;EF
zqq7q$0_I>L1Im8URV2L-X4l%1xYNsmCRTKdP7!mvrHoCyJeo5ntMdRIGwo|h?yLRH
z$EObCU@XIIMnz9p!@&{q_eTSWIZ**J`t%~+nc&G+@TRo*1XCsF3rW9xU6v07Tij{I
zwFj%AQ}o@|(s7r~W^I*%x}+hd8DlkSzk-FG;~zU@ouQbBo1g-al<an~RA5^CRX~jr
z2Ssh{c)e{EEJbKODqimYA%S&Qu%<+`-Qa1Xw9YAZ6E$rl!BbHqQTEuF=tET-n0+Y8
z=4z?XHF+A-$teKWZWGIK*{d^O=l;Vk9$|4I0gu2-C)9`n0#wA-M2zznACc4R#GkGg
zi~Vurlq>rI63-qhwmpndk0;gd;^8~l%9oDj0fz9_NxLCqjWLGJR+e?4tx*kdaV#yn
zn71Bc1f6g95r8a%#&-=t6pU0uzXPMoU~uZpKxOTlw2w!QTgt3SUdRtDTnnQJQn4du
zKZf!B7CxrCejy{Zmv$ZHTJ3>J2JGwh$5U4@ONXKGA<dXp&XR`N>O!N%wx5dDew}ZQ
z)&&s*P0ipY69)yaZyf~ibx021fA}RTVbicbP(dAhlsF8ga5a@tq?;hUHvahx=TO{9
z=deK27uQ>A4s`&ZlT96tJNo`%K`8$V)zmt4C1m#QnsjeXDj!Gx?V|_^T4tbGcVm$M
zOhk#j@6Su8E2LRJPlIMS(OMAUlkz&SmY#E+Jv@DmetS#4^eI|VRc@2vdXT6^;ymKZ
z|7=CO1(H5y6%IaU3*VeyKk-#U4)O^9ENGAVjfW0DT@%HB+Q)oqe7yYXr4tpuUG;4=
z`8WjHL=~ijTVTo)bMu9OL%)^;*t19Mt-j5=dH*ONvvD)*Fox5)kcwl~r<YHheWbdO
z;jJb<bPV@gggZ8~A-v=*qN~dF8Djr)^w+jHBRWXZo*V40&HiOhoyM5l8ZzDvgG)YH
z4e#5kt`r1bg{A#UTSoYb^MU<jH1~Q}VQER`#Zq^T$SH?v0rEvFS6tX}DQ@tNAXSsq
z{%HxDs~IqVdp^!!!iCUf;1Z~ks=+D(&!3|<I&Gr7ymn<pdjnv*)dQV&>KN;MA85*r
zk=1GD_VP9>7O|JNp>Kw4y)hh`Z{Kq%`_xWQfKb}`YfYB=A1EN`me*(E5EXY~!f^?E
z>8#M3Gadvtm~c4{80EtE92P2gwLvm|$7xrk&gLL<Xv;|3Pj*9!tevSD?apWFcnPq=
z@8$zvgUC{!+g4|tc;d^uSq^b9>H;_cIt1oTxIXQlyR3qI2!utC)6(^4?jYQCl!B1A
zL5TxyXDan*GUQ!cdTrC;`_hqv9#SmBvQpol)e48RG!E58wP<#lJIuF5if3N-TdA4a
z|4xtHeHN%57_==}5Vu<UcHqY7_^txCEZQs(+NO4w7^t4aSemoE(D<}<o)nT#t_JSf
z;nkY=-|J}*BH0B%5~=j=;^&a4@shjXqt8IsTm(Rd;^C!J!Yxq5<wKdnY`A+RCq=tB
zM&uie>6eL;5s!IyJ(Cc8!4j3A{ivJhbnr%z*QZk6)AUkoz}mr=kxF>Y>R`D`3?io3
zXe<Vh@v>NEL_ewa6<l-RxdoT<oA`V{CimEEMue;;7GPsF*?q8p4t^1z+*8S<f`Ahh
z_ozHAV43o?v6m|%u$i4>ZjYD41A%&fA=61a6CJtHslxcYBotueC}OQ*Kdm)v97H&A
z?VGBg5`uoaAmX^xP9fj_h({*0SUleIk}X*}`r;3-f;pePR}Yk^wmOuqovV4zf2#kG
ziPO36)0{t<^%Yl9PsbGjlHQ({>A4QF%=og=t!Lq9wZkQNH#?+K&5jueAM@^Wk1U!x
zCet!}y1YRwAt(;gJ=s(c2otd^cf8f4rA{6tPs-)z4vyX@8e9%aGG+p4Dees|N_(t!
z{ou0^*PDj%W|JA-C*$yv1`r|!I(}h6rS(esD9PtEKI{UPdPCnb<G05dG*=k*E~&T7
zWH@VjeRLqa_Dl0H1|H`1?LMyB0Wja<bUH>WZ_Mqz_;RcPLHHUsuD_x{jf082^4Ga3
zP!M>S%5sFpth1x+;rs?*Uky`ooNmtd2#5II;M<}r@m(_14S_eVxk)w$wPS!fkv?_!
ztfsECm`9r4=MDVcfad)S3gD1wV4agp9%=bxcK%y=&)1ooRDT`|f`dP`)l^Gn8t$`H
zLwr4@zV83VMP&3aXLQr|(So7)jU&_vk!JS~oL_gpqc#OXMl2`X{h~2`m(T}e6|{zV
z_u%O-G-CtmV(S`-u6_0uvEW(Mh)rDi{QOyNiF8FGMtiQsVs5v+#ks9j3=PR-$XxSl
z9g>|ev?@fnD87gD^hT}oNNJMBX11CyN?*QD)Wa0Ft~xc|VpQ8l)5WDaT_;fii>?1a
zLjg<s!+EZjJOYA3@h*mK;F%Du<KswbrJh&tY<|wKw7T${>H4$jQCp}~Q)nWZL633E
z^dM&r9s1Xj$;z!buPF50QgaOq4PL-fy|dbs1<_QQ3RiH)p8TtX75p2_6+z3fjYsM~
zZ5~sYcj2Y_Pfi|yjJ?t|DB|#^d9AJaQ5XZiY%3~M81U9s1_W3B^ot3dH>h7#3l|rd
zIaTD2)sfeVV`$Wc)d91=Ei<8)i;f@Y2v%D{!;I_eo_XFxq}ou<P7^5rJrxGn6AGL9
z4}qP`IXgCooXIGCacf`sWSO-|^6PGDpI?!*I~aYY0fHAt`f7AsHfGsve80aW;Uqd_
z4~4iqs5%a$)Pl_fsEae;xn^eO!Xstwp%~c!xs-}k>hJNf&n&xEKvBZ!m3kg%?p^fG
zbr$gPe%o8kMqWyOOPBx>#eM>Gl`R6k-dp9aS@q*g%@2hq1we5hW;l??LGl)VHethE
znw8ry+Ey0E&#H)NpHZqjN0sxf1ngiye;?~)uWe^NQrXfEZMSM|&ZWVLa2Ep()~D+6
zS5d#(zw$UfcYU8Yje-t8!vjwD2yX@~wjlFMi|h*X8X3i4W7*l;V^sJBZ6W&zqQSMQ
zughoZeGL}s6k_wC3HK49NB@DQg)_HhZbT^v<`|yf6Ns(~%k(#$5fF)#R!nKGBy_47
z*-c@sZ8k?VifbGEN@YJuWEIHM=+5h-ULAk3&FZsGc9W+Jou4KB5fbv*APWBF7TD)@
z>uSMLygCZD<L69-kJmr{lKrrZzs1a2C{H8dqs8G$2&cb~sqq9mYhZK8<YE?pW&RIx
zJrW3v!nK+Eiv^N3S=R+MJRaf{1T=Y5xgB^9hyI-AuLx<nF#PV6^wXjj18L&kqiUQk
zM_$-gPf!ppVZxfQ;l=zx)9KQd@h_j4@<}$vrQot&TUnjr!|3M89nF)UroGu$jhiez
z_OZfW!gxKr0+)s`V#rsT=z@D2D)}D`V<#hz23LCmvSCL0uR@uAo=GH>z#KkMsezGc
zY@rc}-La)=trIH91Nl982MhUX&LBBp`@MVQ1+3hRC1*UspMo@!@PY`4iz6aSf2O>?
z=p+$oKD<wmd#EyVpWaVN!{5>8Hor7%{is7@j64}78Btox+8uKuJ>8akZ6C_URTUu7
zwKF;hldZSej|<zyp{ueZfdcV~`Gu(MCA_F&Ou4rNFOUAs(7TE00&(gh#_13#H0pGe
zqiRuc#pDv;7A}qQ-u0R65Aee<2B(3&NxtciwoJ5PQ|oBjYOz%^*e}EPm`2oY+rCj-
z_wwYiNbrzyXL-YaDB-q(f{J5DPaAbz5{8w;Ze6cheiwONO>cEqLnQ;}ZEL$@QdOlH
zoUMUlOmDL5yj*=L2L#NQ2_V8HbIoKv6Y^kFO|ab+kAXUXmH6LRIUJKf3I%c^W*B6?
z$o6Ax?fuck*P*t?&N^1Oi3Z&2?y&h=c1sAmX;%wr;zsRaZif%)-N?#%s671o@i%fI
z$b->)n!n@{QuoXBDZ<sfnY@a!Zuifo;>otv@AM@Ih@h+qqm|fa+f}a*#<il^Cae(@
zI>oAd*GAq!w!2t<2@YiZGk^X^_e3Srsf%5PvWT+=(6nK+;<%LJo%V={GKn0?Mvx^^
zDIOKFLrElHe6tk8oSf05?I2%!s83#atDLp<|K|2pjhwL?Z#}zt>qS)tAG-tN4SuJ@
zb!D5ri1~@$my=E2K$vb%Dm9#!HzB5bvM~uOA0;pUy`UsnUe>&BP3V8=0Gi{^#{-Dx
ziLb}r-Au;6bnsi@2e}KS2xxkIyz>Ln=3b|GagHz6B~goyTl~*#wRz#MeKgUr&MY?H
z+&3WdZ`FR%V&ivqjm-faSQJ1Bh9d$ps{qe&nf!p&JQKeaXb6NBytJf$rq0?0ed{85
zi+6G9&sokuw|KX?|9h>O=0I2X8wzOI4I3wVJM}wsVVz06Y*Bjn)Ne)mXmBDfNbZYe
z!c7g;l9`*q{NNo!%CkQ0)h1Qfrc`cjvCr*4&e8hKdQ_&rli&rD;aiRAFx#nv9@9vM
z%_KnV1yaXxtG+6*(K45T*Zx(N#qDBUd*ZwXz47B4{j+!nO9et8X5mx!neq8~IW7%~
zun|!M$sH<v<r22>Ai9pUVY+4|R8qNig+K=)oESU{jmO6JYpar!F`~C@8jG-57kA{P
zJFW{%w4bqG4hA-y_<p6wqSYD(|3Ey&1n&!W#xCU&Cr(ze5;$mW4=quyZ&pmaSD%d3
z?$%BdoHzXJ`gg2@eKWUu5ULBt%tIXwjM6gvG<nQ7_1Er2Z<(0ccT&l}xGdATr`iFC
zI8n3F_(c>v`<lXWx1j1w5GO(En$B7l-4NUp9yT4IT~>o_?X!23^^=$Sglq(Sz<?tO
zv#4`&Wo|G;a6~23m-glkeOYsYe~xl!%ZUmRhEz;(9t(lA9c44`0O-@*#KgqmAmT^P
zZ$I@-@9Tt9%$zM5PO-uI6Bt1B2f}>Wcd4S}#EvcbPL2@G5>@N82A8p8iO+~ZDLG~q
zZL3aiHg=}2Royavc|tPZ>DV&{SzHDQX?F|Cz>A|ud9Pn-3MGw@rz#Efw)_HWo4S}C
zv%njuvxN4X5qb*=lpArHx?LWAX0xn||0v2OemIQ)fLi{6Ht4<5XRT7W%Rmd?6;a!Q
z!U`HLUWBse`PSrddwWOWX?y?L@#3i@e1);#30Unoll2dz<khJjlib<;)G{C~KA7vc
z7-|OLUd6@JK0_^|x{xZ#0do57J)hMeL>>7DRD?UGcjfkD^%EJ3C|q$&0LH{33KQux
zwUpE;oog#kTUYt6-7h|Id@}Wt7=~MdZyGbn9I>sXsVVf_)f0J4y#W$%MMuogDZ*x@
zq7UaY$D?9>a}UFPr>2-1${**Ua&Or}Og2{j##M#z*>DeVg23rmR|N7lRpc<(yMTP6
z_n_gzo#ayg|CLs~jG)pF+`cd5`bE<ADw%)B!)qDU4kaXHHt@yoM<&<5Cp0y<*Q14`
zKB&=Hw;8LZTOEcUs_eyLH{NI-QA~ve4ISn#JM=AM0R6Hfn&D(bTW@k%tpg4M{)v9g
z++`6-Vs#3F(Q^}9*^_bl&~z09ID|%S8J}4L%&>fO{I!19mOrxk3**L<D41Vgf}_xp
zgt>@P;>xbw^1%|OkcA1oy27-Qytd^GlwtTx8T7Cv*Q=^$#%q1YBhPtH2wEail`?>~
z;UHv^5Ms;u1MZwA$Hxdthec%FdVcp~!-hMrj;0#Ucu7E!EimipP7{qvp%~USscF%s
zX(Vbg^75mlL+5ptU)lb`#nzRv*>T9j$Fq%C7p1hnkSSOo{|BFcpkwq~EpCr(V+YP;
z_%sA1x3J9(+nzB~?|P*<j9fQWZ6Z0hY{6Iin7#v3k2mq2KmfFo`95pcy4v>G#AOw0
z$I2g>AYR52Z9F~^ahZ8(wqRx4w;V4tG2Z<#M;AUP1)7I4AZlu^8Cy@j=X(lm>FoIi
zjPBU9rWh6tC8tlJB&UD?4Hb^YPVAfY8f&>pNg`syNHh7xxVPv6h*m!zv?kse=yF+c
zFLBmwHI8tPHKw21Ovj6_g>dW<9m)U<Ud)4@#Hh9XT7PDfGA4gNZ@LvCjhrS0Y{8{G
zJyJ5n2WCcZy$c0k=NxrNp#X7Sn5R{gmvE%=_H+{NNu;LKlW9*QOPRCc5^__jelq~7
zbc0mjGj!m7%G{(BM~TvLY^Cqoh#zQw3B@uni&ObJ&PkYNKC;P{gPru7OUIj!fG^JY
z(TKY2HO{A<Fj7*qQn+tK_qni}7mXlOH$f}GDp@qtxx_Br?XqSq&r;_lT4@xGWEna5
zeAa^*3m;q>G7%hzC9)N=`sXyFN}iZ1E@Y&ue5HKsR~Oj>Q<Z!7WDFX=HQS!Aw>)A#
zi&VjEZ1N2rK`Kt;K(00%cM9!eHJ+jme8acYug{g^0geF1a!|Xcc2w2_=){qGK4XYi
z<4&GQ1YGD8v9y;noJpI0D$HdK$7CtBP)+xSQ%J~+2s*J!FM7ctE8qA&JIZ^KZKT~?
zWz(3V#Jnt6Q>GzLWApt3rTrCA*|@|6zuwFu?*X~PDitaaTSvl>QOEYT=E8q2ZAX&K
zkOEhpyp_E*2;Kxi^aMahA|*C?`k=FWK^Ey*xiH|Sn~d%s9o#kWe6|_<q7k0WQjJ*~
zf?wQg#>Vn*WPKn%PYEOON+lz0`c7rU<H4&Aup_r;s6>`m#l&9XPrgAD$@b)*hF9Hw
zDo~zwi}7M^pLYj`W9m}qGZ}-^FW*Fe$qODFHI67rNzHCi1;mm+)T?iQg>6N+J+97l
zk1uGBI5mt0nlXdycD~>FoQ8*jwH@4_rYmNMhe(LLzxGNj2+ab*Sw4f)jB4k6#@dMS
zoP19WaA<3FT#-%Q!9MBT@kP-gLer7FRt8fmd@~&VYJ!kOjBE|>y$o;Kafu5JUnM}L
zf)b}80{)6DDRBhJrUn(ugTuvy?%x`66dB!1%PZxPF_Ld$ZnA5&3Lg&AU2TNI$`h7B
z)U*x`)K;eZv<wRBgekLgGN~tcAD5u-KMK5g8VqLO>zC4oFHFvfs<yCW{n$LwBU67D
zEXkt>aOculDhBagg|a1(UEYXVb$;&=b!vu+;8Ra@L>3pm2wr<O`BI_h+-D&5jsnlS
zP)np+J{dFFO#zc3Pwu~~WB>0#sC!*(;gIgpwt)zWT|CN>;@69Je3LR;S+-qYlp4E|
zTB_!9B;mGHUF6a28Op@`PH#Cd{*M(^CdfE5$C(E$0dIr^hTUILxD+57mVw*?1oyR6
zbsg2kq4xo@apU&kAaGoV1UP6bY$l5c9yu`VWdhs<HGLbP4t1LiduoGC<rcc_Tn{>$
za{H1Ne)1>~+~JuAb1N6hpQ;V_;F3}!;Gz9Iq7U(9Zr2u*yTg0|j3di>viIUH$Ylm1
z2ClyDo>0FWp&4i(=n~2Oy6~l2dlEog`WwSH)Xxu!gCY=6R8s$PKd^ouI`})nF*K&l
z#GhK+zU~v}?7iO`U3|gnURWt<I7b0bTG)!UlxASW3b$BBziu~isvq)YKXht(gzYSg
zRasmBb`W^S{Pyy*&?8q79t`|+7e~9eU>8KfU8G^|>ne4;UOHV!(@*0yC#H|kEv*g|
zZafZFsbogNvkq4=Q2WYk#sIuc<D~sBgR?Pot|RM)ZFr|jL?)w~{nw5v-U{Hy!%q~Y
z@_^!kXcO>9xt%|jje+8ltjQ32S!=YJi5de)y0b*lc@s<IS&s*21gy8aIRb&G;DdLd
zEv!%C5Q=}5M=*ZsmzosxT$9#6&=v0eg-vW&4eir7+%fO_X5BZwrx@B0TZA3M_eo}t
z@<jZ^ijdG(oT?yq%Dcr|L^UBoznW&_^35vl+zu3KD<eUT_>fybtC}wD;MD6EG8W2G
z9=BhOd5ahh19H@rt#&Y8yX_#Qb6Ee?F}L$6C^=Y|gL{c0($pl-xJ*40|17_V&tAwZ
zpu`|LIP${Tl6*3pWZ<>jL?%1y=jK^E0#R(UK6_|$BZ+M64tD(%CZu{@C|(SypnqIk
zyi|-T0GZ2pC~-0EvD9RkfD8A-*7|m>1I|AdJJHFTm6-i0qF=y;krqbFm;K2s+z4(a
zFZ^;^WX_xmCcne`poQ-?T`6PeBe!S-xE&H}>@G0zg%2cynwd2-<p%x+Mn#J3;q)?@
zu{1?%s;jyh3wS7SmCv5aQm{@*26wa{t!5z4r}N+8g16*WTzfdyD^s?gdw182dl9cD
zlp_9FlkcTF;3hKb+igv*+4a-@tITc!&Uqu-%Fl9L)#G=+-_&`fCMc>Bqt>sn5YKCJ
zt5ve-Wa>&_AeZr(;f+n~S&@m=Wv-`-QFvyfbAD#Fi9hPmeL@M43Mv>SYv&2a6k%%k
z^EeL{zAMy&=Dj}B`8B~i)Q^ohIn70$U51v9MfsJRl)9t#cMe2&+SOVe?Xun+l523A
z)|JJz8N&lIW1;M98hq2BcJB$~7BDR(Xl|T*>zn-hW&2Nm9*LXVe+^_0XHhOT8Z&RT
zOlOl@n&rcOg|%Li$UMr4WWgwy^$nz&<$asj|1IFE-bVPS)uyL^cl^3&%yBk%$szA4
z`!@3l!$CViIomhUhKj#ajk@kro(j@3XJVEaEyiZRAkX<;ePb)qP>y0X?)%?={kmdt
zL0u93T!C80!ed;GHe3Am?O6@At-E1KEzL`he1QkhPyDstzt(XnD6R351pZri^3R3G
ziTk`%O@GnJ&TzEcUVQjxJLRvnhGHGjZ$-Ip96!nc7=oHe-7DDOjFF1k&6cY9?Y|S4
zlBCh;Oo6g6b{%}3-D<c6m(Bis<)&4p)ms&=4#c_kj%y&Mdq$#BWFXu1p2k=T2cI!t
zU`wzO4L@}XeG;5Sa{LFfDs*c6n?-z*g|TNWQ4b?A#4^d2b{DJe*u4D54fCrvxYQT6
z@D9k?_)lM^+~kZ167JH@{{>+aY&cSYEQ`TWkg3mgzfaQ(Bik#@^t|7#;r}a~Oe{XM
z`S|CrhMY&Fs)R&lKx*PdI`>0;%9RY{a~s(J*v9vMLy1+F`P2N;`;+KSe$EMwj4snt
z#a`pYlBQ6beLa2IkeD-NURVZv>rg{fFGA;MmYrhK`HWzhQ0{C2UIjIRj*8N6#F^an
z$F*-<+qOzi2<=Tap29_(i;HmL2Ys7)DX`_^GMrh&*xoc@%4%H>C=6Rc%1!D3L~yRW
zL%}(D!IPhNBH13&)6(>A(P(!uWShH~{||(F>2urVLHZvL@5d+?fHzd*&dq%c75=xk
zE1V*_vWL%cc7&@mGu7mO^j#~(jiLbOF=OAiYKkJv^f_IFY<uvb;2rO#sS45vxKQxn
z5eR<yL55$CuyBs8p$s~*TM$f<;6(BZzwYjeh|+M@{|B-Kva@}XVGPsNipxV)MVY|A
zFa1z?e>uweIm;r_`&Qccq+wch0FVFOv$|S*iljILEH_tu3Lni7YiM^T)>RyY=WPK~
zkh6`v!O&%h&yaNuklu=K+_!C_k5+tNE|v4Dd-a7TA`u=TKl3mfBk<;{>EI<q9CsK<
z#MHpa@XNlO-&Ft_Z6joppD3VlCyVoUoY@F6#`lF$=dF>f7Fn;}M_Nt6cFdZcp}D1y
z{o1v|ShEdB)85%>1TVSf96|fZB-VfZZi4-y=&PW3IuxJ#ROS1`a)He0@z)xUUxHL2
z&roN!z`QfhyLj6FVnm*hqp&69Ny)9zDTfN1o?n!Z+Esv+YBPl&VZJkl&PMfq_!Pc*
z`JOdoA4U=97B=AgK&|!IbF%f@j_H)lC_8!mMA4>VdW=4V{SQ>Hyx3LbeyehXfps=f
z84nHLY`C-Zzq$UpN~}qB+dt4Zx^kZ#r1Il&`pkcN(x?433`E00yuo}CYUHp3>leq0
z5jTx4A8m*nwY}gz-Udo}f5;!JOBL9Ut+OriF1{RuUD~s!{{x9HW?3&tUB~UIV>WHJ
z7+&c#os*1Jeqw!;uI9y6Y+rKk^=?kFbKT=CDa0}Gd=m4{)4ApsVXAAKV8hRqHS^n2
zh{Ks+4R9zmDGO?64NZct`z^BRjoRthdz&!T8sJEa$<AceYKN}}yrpa2BuJLy#RGeq
zzCZQ?osIGk<HkNfowH+0tiMmOc&||w=H{gJ!V-*dS7R?1MDw8%mku0MuIm?N7XXcc
zCpRI5W@lc8r2xLM{6-~z5=CO!<CMqCD^1yQ5fsb^@W-XD$oX>)u!vy2<(@GI;h*TD
zEn>9De!p46GwsR*tZWS%P%|o8cWymK*a7H{L%(lipPj(HM$chC$(NIk--1NeHPh{d
zsu3=yTlkMMlYaeX3Bf;0e8+bQoU0v+9#o3si-fe(&~X{RXYDdC+xHWuV??74iSw(Y
zq~%icFS{>Waq_g@d7mXa|7`#7^v3ka{+kD;7lKW7X8<Z}85Ok%V1qkC%s=wIl53my
z=jJ{dMr;Wt@^kN00UfLMaAcEC+Z5!DtnA^_K3^PvWpQ7T^`JQZrb~I|kGP;Xt|*Tn
zyntXo*S1}8Rh|fetdSF@G&>BsX~bUp_$)+Jn@cZpvxKo=bI>ANav(>RBjG}xV6zH<
zoYStN=Xz#Kk+ze_vIQ|m=$bIc3?HAV62c=5uep0MJUsl{mv6H5rYf(xCm`*Im$ufB
zp8DRE@-fN>t*g&=N1DdI@4v%U<>N52Use}LmmjF?UJ~{8%5u7G)lKE7?l-*)gTcR_
zf`w#-F^eQ<r|<d?%19d(Oa)~S{;FB@o5gCJNY=+`A4p^}mST4Xb{aIXLpbWfe(YuR
zb+1{1zp}hE&vWZ^qm+04oHtZ?`E-eQm$^S+0-X7Q_La3$EiD!L6Pv21|7fD1smA<H
z+!*y3w~OAg%Iuoz@zQ|xgNB3a;Xv7p&S+_TM224dfzCS&Rln-NgAcsWE*?(Mrb5(<
zzYvj;vcGkgwJIF+T!nwGriQcHSPk8G<7q<z;BDGCI8;FOX&u{s7n@r*NzbPTH_O^K
z0n`a#+20HKHjh5PXH&6kjeGV~uSgdv_}-<?CV_)_z=7SsIIQDdOSV2<`J{W^r+0)P
zaI#HME9Jq)OZ)|bjp%iQ38#EmMeHM|B<8eJQUs(U3bzDzeg%D3y^b#BLvJ|ii(%91
zUjNCW_$wkQYT(eL3<)pH#?jrN<ujlB55P$hH-dV3)20)5VH@pInxi*&GrWrzra#4e
z85|{hlPvv&Mdcagz^^<E?HSm<9&%8U(f9J6bdZ2adv%r*(9YqqD=xTQE%{??>*?~x
zK$Y&B$9W-?G-M3hT6C&kCJ&d(m|mcgK9)8~0<Fr2&J3K|ob&O?J5x_GBNJ<?r3;!6
z8Cx!a$J@oZQSK6MQy<HHJl@C-d9+ya0QA09bX<G^o$?K%pYJo!LXN3hTY&G0yryJc
zwg_K7aAwjr8=QZ@gj+L9rpFzZ*86T%@#l3Ydb%S}A~sTBFR5X~<k!|=<&)MjPtpa}
z8${(+_^b?|!%RK{vAIu0G*TEk#YAJda&L90f6eNCzO>9Ft3?N+)3!i1x$|SCrS?~n
z;F~|4uek*owBG1RE(31m@z(Mk`ZPHgdgD}^hxyn-ieP)!C{b<Z4AR7F4XUB5Q(#=R
zvsE`fS-DpIPIkkdxxKc8HR1E^U`uA0Z;20cdR~I+Z~~?ATJT1WU2ara<$>TfttsaU
zQhX;;`%a&r6*R6z->^S&N0X}QE*H_&uTz@O!p6R>ZYY1}+;Iq;`#Bf3>JRn%JDjT{
z5-}()>pMS_i#W1`Uo}umV5cS6eRUI+rHy?elq*I4M#th;V5--NZov_pXHFn9?5kP|
z7RK$jmxhBAa)H<l5R00RfWMADS(YEVI#-=}CEWrX`LL%F%ge1@zls;w-E}l)K9((v
zEIgdyEiZD1Wj)l_uHWgR!(ShSK$CtaBpJ2fs?hoHlY2uw*R8Xa0e{geHcsyI`dfG+
zdF9v2@BRD7H3Z``z;Heo;MS1CE3f4G?e4rw>Jv0<v(c!l*93E-H8RjSyk^4Jy&y$Z
zD;XqzKm(e=)Z@Ob(}~Ws?)_bdbrbsA$T|;BPU*G{0^uknL1hc&j>FdaUcU8v?bwUH
zMg(gz43*MEOG~7~waIF~vhn_{PH=gRwfzk%0%b=&00*$4h{v$&w5G^=dj7=?V9tVf
zU-7}J9!PaCsopU{L?-Rn&*0*O#8#v8|C1OJ69UKjHR1`9W_S9QdULcyiB;?Zx$=W1
zF!9>w8au$k2-qnPnh_X2mVB+F+>|S?0`ZFLbflbUx+zy=zZ&OWws4T6ey;zvlxI_>
ze`?j-#09qx@$pNELsdg~pLLpB#eM(4{PESpnC{)rv)+2wdQ=$fM&Bj>F2|GvHnGvW
zYD6+6Y?wFf1w^e)C;a3ZElx36*5y_o6~L$mUg#27=ZnNc+O?o0h;k>Re6X(3dkgEg
zRv7C)^~(8cNd^Gi17<;QhZkxq2-|9f291}_WVJs&w@B<wRp02~W7Pw+!h($_9|GjH
zf5AtpEax}J$UK^$KtnA95Nh-IZs2=wBdAdb?JzPD*Gf%J>eSEk(E)6v)WfGXB;{U>
zHOVZCD{aSlVQLz&J6s$y8$%Lat!l=_Tk}N8xQV=|a}D(ZVCZ;>Uex)(nvWg@&RdM8
zN$sW<{wpOn%_re@vA$b%$&Ve~t)h}ge|MW7^A~?`VWkCn_*;=U7ujz)Ku3sq3Nkca
zRY7##Gf6QwG{v%7o!2$IE4OidBGDU4pMg46n}atP<=(g5;`%q1%eriQHim-m!XO5t
z{FF!d^?#tp;s2`*B50m&tq0PeTaH1+CdN6KWwvwTYSf<}R^|6K%a#sxh^#|5`}FTJ
zqKa|<g=N&l!930p<^u!Gq);a!YCSw9-@lNeig|Eg(+!F1lvXGTsR$zzfb86Q&+5}`
zQ)W(sYB-!mT*npehlHUuBd%bdmzV3aK;y?<<G7&RlP@5|sW!a8qV|tof2Fu4%gE>%
zq_$(j$$rH@(BDw>b(i(;;g4w3{j^$=RaKr$eua?Z(}n;4%42ptCygD?I^D<`q=(Oj
zWt!`P+{Gvo3P2V{LAd>v&Ub$g>&y#v6&~5o^8aWA|A7#HX}=OOm3jQ|qlrZJEP2W?
zy|K0`-TI07&ruXAk7Pyz%rhgCZ|m4%>DECZgWa1UKhh@3wD>KMLM1S!JE4@0_$+#*
z3UtEegpChUmy=gW6MRJHRZ?)rP`bBlQ>;!BX&=4w`i7@H@czRY%gt}-wV#VT(v`&h
zdnw|9+`g>R&j)|-Zf!xSdfu|*SM{H9X7AhHnNe`-kQ#X-*e&R9*sgIyR?fG05}w@~
zH3{5kS7~QAY6EZ#3<WcBPz--1YN9Z0_UujV^D2-S=kR(^8VVdVoDyx-cW1J=F}G(~
z|E1wVaFd6N8ZlV+p%Iv=0(G*Km5d7Y9g3}3C?VXRVx(;c?>Yi&IBi|K@i1j9H04G3
zL(}tssc9g!7v&)n%0zi3;=d{r*j=q+b%U%ka~k#ye++ZqHllUgEfDkZ`SmmI*xFc&
zpI_k)R>GM5XPCXQkcID#{KNJBMX_bQQob4i0EtQ~ykTkjtY%O+u&AB4ecV=lae?zz
z(W-zHuMJ{bkP>zz>cqUZPDE1&R%dK&=M&btnk!O~@Mt(y-Ag8s&V5IB<Lj{JqdE!}
zV-N$E4c)HRBLB&?OyA8e=%3Cu+jCC``f2hCz!Bd&9;FY@U3`=C*6#tR2(c?Dg$(B5
z1Sj?{i`FU+*QGAyY83_Qr<Duk$7x%J&UnZlrGBOnFDyUoSiD7fir4d{4FP}-(<ze%
zTc7cbpvXGQ#f8;#F=uVqO`+d*QsNkIHH0+0HCI+2CbI<anBZ8z3lgZgyQi;{WH<D^
zM~?dZBgdVf_}zCdBF)m<2V<O-ka?waDzy&XaxRQEqK!3?>??QD^1p#_zTp}=G!H-z
z<Z1BgR!BrwkLdBK+gL*n#rJqY;s$WMkD;TsITyQpXD1ChFI`Slns8|DyIif9_A7aF
z22DkY1RH3kz@1N}A36mE!b(f~cj$S$o)wJ?)-CDAJwJmUl*>K7^S_H@PKBVO`P||~
zlf^r_<EcCpsVe=OFlI_NYJO_ExbcPm9mGs`U{Hrk5IQe{%+pQ()QZf%;E`2f5)BXs
zV;d#uef2Dp2SAhK>Oau^>1-CK{=rYIbn)G<2s*Xmniwk9{=Ey*rV1pL-Q1#d-*liM
z_-3GjsVOW$+XIX`L*%}|r`emgwqIO%-~=4s#tG1ssK}53`Ar-RL-CU@8RX6m?`;U?
z&$<xTwfbR(H#rCIrZ^l}F9J3Eqvypw?a@v?uIcrHC_Vm-;5Z2zGG)RJCx})<bAR)U
zBzKaMjh`}sUd;t~$1qE0=k1&Hn+qycVf#s@!9|F31gfAIH6vBv@?1@Ruy15FI9^vx
z$k2)k>7hfwXO-d!{Ty8NUM8WisK!GwW7D^PrzZU^<1a;A2r7%41+FK=)-T&JW*u%*
zer?zssb9qZCcxYMFcB8#?|RCG7Xfn(aydr}Zaj~hzAlyiS$EsTkXvmfM(Ni_m8#K-
zMT~zg%`1Yny<3vEEr}>$j57m(nV?qk@sOP~<AMw^kAm9`Q~?QuNRt_%>y)?cuc30`
zrnjK5kJD%t3|NBk50a>;1@2O_t^EMc@kqarkIfFAO|>`-ji6&w@$n@x;*P&_j+K?=
zLQp1|OJ{89uOVL7@fbS)Y}eqG!stH_BP~Yo68}IU?t<XcrizWt<V?!{ng#C1+Ko*&
z`mWSX#Gup{hX70DQzY?+i28`823XZj>#!>?bXSvRd&g*t_k6dgs+3k_kH|dww)1fw
zYlwv3RRb!g#5v?E-Z4PDUv{cD&)jcZ+H>}6Qj={Jio(q9oNxG0=%+IS7-0U=Vc8wd
zToKhfaihidJcW(TR<{0Ya*I9U=QgV;5~%ntZf<cQU*w+X2IZ$H55rNPq8Fl{>nvxu
zkbFP2R9w2_Gr&{8KiD9x%;hi3;Cub-2gv~vHFlFltG?j$P_@WwV=$&Xi8)~ZZ7+G<
z%xW*Ds`XW6`K{TTDdz%`0XmoT&xG5c>-3<0E@=N=2W7FAQt4M4<9H=^^Pbhd_B}n}
z3*76UR|`y8l-%a>C<ArXg%KL<5?ob2NlUiSCad+OP{tVMi*nz>mJ?jZW-+)i`^RwZ
zZ0|L)p&Cy{f3SgAI`@Mkku&Qi0lIT#wMUJzl=ak{p38ICb4v-IIaC}H5A!~N{f_<)
z9~qx65BH;!1B}(KmEJui1>E)>bufGGQg`-bOP0yCHL%*AG4JM>Pa%jbE8+>D<<?Y@
z-nLrRWHK!0U#T0kYx&ID9r>QD4|_S2;=EhmIY(=euV4k>rlqJ)rf}!=z{-~zu`CrF
zsc_uluZ;7>J^NYA^X*j`Bi)NRm-hoBy|duilJ&w7;O%x{-}VqS@eS-t<(7*)UX7$m
zDz|A3!r!Jht~l?*!*LF&Qm5eC8`2g&-XnPn+0F%yjR(C$_C_VO8DW7h4{^q9k^9st
zgSmiXdzd-Bch;BhL1{Fhn5;zz+wvJ$v2DfdD61aqmG&t5;+{_Vp3Z^2`H1@q<-E@$
zVokP${p04n$T11dKl6cHdU{XwQD>9qrw%V7`}~@4{uN>89c@kejn~=Dt=7uT(3wdt
z9e$rcAM<Ku7QgVqyx6%bsX-$By<HLFbd*b4iuztB#U9S<U|i(TtMxO3^NoT^$ULP~
z%w5Y!D_AD$c@X3c)I1#ML~jZhn5O&h-2YMLq!0$o`1WE~Ss4eq5mNWpvr}#ibv#n8
zDhTodf3!9?ojFqNUIGK3`Qs5%DeT@k%9h(W`gBXO72_p_Q0_i?{u|w`EZsn#Q&3BV
zI=#AH-YSxjZ1ZbmWxB7@iRjHD!>$tLpoMmymJa33I<OWet=6q;KlF(klqyeWhwnU;
zo&AY+MHq4o0ev)_!y*1Ln~Pg^LoDf5+2N3|k<~sx<193F92DMJ6!=pGeX$RXN9U|L
z-hw{xaQs9cEm)tj@in2ZO-)*TU%6mdmzljUzkCSXaprX{Py3SBGK;*)j=%gu&ng*?
zZ8-|m4a5_Us&FiKs0q%*yjd@y8aHf&B|h7@NBXAgGSGP?b|dIXTVT{T0cv6vrAkYF
zbwbbB;$28U>8Hj<JErYq?S_VPZzP|H;ya3}M+=O>5_MF68i+f|QuO|~cfV_NioY83
zu0;P~2Xu`Z4w1N^$-LM-Pj#c28}kU?mFAIfY4&`-HcpZf^VdYoc%0dci(OLn6tXX+
z252}>nuX>0`WA3|OyNdx>$eV?P?+cJt4<NvE|LERJ-#1Ed*3XNd_CS<=62I6J8?69
zFEvKLeEFh<(T$C^_)^YaiXW`gUVDPjs|ip5kTs#knZM@M*utzlw^W;JG;ZZvDGuz^
zKnDffp7xn!wvef#;pbLf+ByLSaIl}n5i?BsI3m>S=0wk$*r_cQ4vEB(IH`06HBHaP
z`Lo0GBP(@Fn*%Wf+sbzqNsZ=!;7rGvwYR<=&3Yt$n*OEfZQOhDV_U%SWYK|>B(~Wb
z->*E7^ZLpDJ64y1=^)2`3U}PZJpAOD6~0CdTI2R#)~ax9kK>ITmH#c@n_;8OJR9@7
zp#fI}M(+jUdnX%UT=-sk;B8?`5gx&<f;ZY%TZjDowohH=!LTg8U^Cslo*c#0P^oSG
zrgP&EiG+!?#K)%PNds`37@ek=i#^2fCr`^%YOPst%q9u?gDn;jgR84ObnmEB<(chM
zVQSdQr}gT~2?bd+X&G5BEunA94CGO45~FnvRF<ZW42I<2-b)UB8)IgXzH!Da*YHnP
z#}OlkW4DhB08(<sJhZ{|A1EbTkH)ljTpgDVdPr?;0d_|W&39jR;X{3OZL6NmxvRFe
z!8Zlygmx)GcYLYl=Sgg((I>)O%9%eAu}l6Twxzz4YFSEx_gug~EfI9R|BnBC-~|Sg
ze*gab?L^-}Z(XC)p@v42taXy~j%EWs!<iO9BZUL#M9zaBzj6*KM~q{p-y`^9?+&k<
zQo0F+FM<9|waFR=(JAJ*1lJBZSizJu-iss9ChenCih1rkD!0ol0gj8ZKqdPAfX6eH
z*#X;lp@wz=vHGK-TOeUbm4r+(D>EA9wP!CSe7ybWu7>?M;xOAR8!n^0>O>^;j7|Xy
z|Ka~Mr<d0EpIKH7_Fcn2RI2Ai@~cUPrMQcUCvMrkc#~Q+S;V=e4RKB7VYy3C4sa`#
z;L+&8C7km@-u|uJrN-Ly0*TUaPYhrK<302o`17-&_FcdDGex&E{F26Jm9QW_7=qVj
zw`!|B?6iZgd<^umkgui&&w0^2-fs!bTwMTRSUT!SgO@&gWvYz1^3Iv!i~T;@YZ>yx
zX77J%*^=<Z>hspgo~8P~+`hh$-Iedr)!hOz3jI+0jBbgNpytxNwX;(Asf={}K&6R`
zYwROU-t7icb~~%<Q&ab+U(C_JoXz;(JeXZ8U9~WE{EyLpVQEBRj_x&PP^W$F#Eqn+
z<C)!#pN&t$3hrqCPZmRG4ur~7tiih`cXs{!vtw?gWu^l~VAw<XusdXv<f5RK&P7Q`
zfLzZ6VT}O!Ycz8%;g|ZBLu~P!nN%ma{kG>I*}%p|unqEXsx-B=SroS6OYvziHc{T6
zVn$O!S{$lsaiP+dgEj-e959=ujSrCf_^GRYs3zfj=6;oA@QJv{A2YD81T7f)l<V^4
zXi?XwzhSq6L96(q=dv7_E~-xPDUiNkO+A|;dz_iouk4Cur_nLVQl%L4jxNRKIyO#z
zkL#JXSe}JnwI2BF9mKNu^G_Za?Si`*tVr&L_TOW<bQ}0&ci-24ponir8JhHoxOEtl
zm-OvbZr1dv$;PEH%)qm0f9$~0!tg*7gI%x~rZ9f=xJq<I>gC%fRe59MX5%S{i!;#I
zg>ObD1@mnJpFB)O@=L`}Aih%2X52~Jp;<`a`x$E)A2Nv9ZL)KqjQr0pR=GX&eFbw#
zW%-Ba4G*$$bQ{8bQEcmQs&MSh{NVSLtMj+UM{n_I2kH-`^_v=~^&bawqQJZ%1)bH#
z4CjQwLy;`M5_^_T|Ma?!$XmyPmvx^golHA}#jYQV*T!5^%fut;{L&!tb+HVjdO>_H
zn4FFHkb|nRK4P5R`|`gy#bf<i@2Rw*3k2)pLMgd2AdYj@j|qU7X|f(;HLiWK@T!6o
zGt)d#8w05vA1Q9P$T&J%gijX&e2T&fR%WoK3$MmzPva)dXHeky`1)<yriMGR2-*!O
z5F!k6Ee0;@^tQG^-Dm#>hQ76PaB&+xN&?z>aLT`DG{s*G4CvpN`2OLE!`X|s)#nlJ
z;#*anHNH^-Kc(Z1l|0ses(DUNcu?V-*x}2s9PirOkyw;v?DL_i4YLqR)Q%0DRIuHg
zJ8l7BJA7m=0z*@|j)yjC-<k~MiV*%nrtq@{cZm*Lj<4{3d?wH~(r9ep>!Z9X6>7Xi
z3gd|=y2vDH<SEr;6K_z7Y0al^Ph0Mc9%%I4cUm3W^sM{ZYUr)s#hLzL3rzuoQ-g>Q
zv2&TqeR@GcGVUDkMlO{y=RC1cQH>D11yaocl{>b|wu?E4oStksoR%B}f)CCl1KP*2
z{L8(TPa=)E$p+U6`+T>>7(nY@#^%mJ^LN@Qf5F1QFVO#l@J_+p5Tf8IBvttKm!hJ{
z0yHkHHO%y8EgC!EG~XDiV$R0#0n_dLkZ3*kW0h?$k9h18ATA2+2OJp%sI<iP885YG
zYHR4(ocsozrn6MA|9(&+e)6xWwgWXI<6v;iHz05DK-sr~P7eQz{#tsi(wPyk2Q+DY
ztNn4y4;*jMeOGEdd5pJ+0vVt9A2LMSo_W(qYumNe;agA1`8Y$$(V!GSuEYMWw4w+>
zLt-1fX}(33e&gR8ea4~2o+Jhv=qr5L@(*<4AIQ(y$2#mH;lIe^$>N@}$xRXB;_)e;
z`+0;70CnX^EBK2d@a{Nt=A2mIefz?cD#KtYwaxQxS^m;WFj->*yH1`@uU@$S=E_I?
z(Av5J5@jEE_w!J!Fuo)rc<k!gTS*{u{{JB0b0h)brc@30%8{z9{#$A1Z;Cb-SCbYU
zP|)!qoFJ|J?m27omeqxY@yg1Wl^r8le(Q&cDYC7A6J--(41aw|`*Q8&7>e5;l}<P6
zf`C5<T>;N2u2UI->5{*!2}7Xoe#3Vwwi9EiQglA(bb`#1>l@S|X|&g~aB6fpv$A(|
zhbGaS^Sh+DZ+Z1F8pl24Y*D`<Syfvhb7Q01_*9dG5UGKx6$~Z*RdNzsPw7l2RO*50
zzdC$9O_jDnB#}4yf2pq<0tWeU>VT{tpeo4FS3kA3SllNmmPuU*pnYU2uD>xv9x1nC
z$M(_nBUTK|9GEkm>p5AD(p;R<l*z;+9rRtTa1Ig@&sDE@rWKt}o@8vrgyWj4ii>}L
z&NiJ+KfHA?ux1zVX7$#@{(kcLmo(JrHdq=-n^F)sWkSg#;J*3e^Ab)Mq`gJG69ZG#
z{zBu9|M>$xvF_s{`DpV0I6Ciew)+2#N42!7R9h`I`=DBT6)~&Bs4t#s%^=hkd+#W%
zuGmFuL|dy?QZsgp)+|~<tO!laNbD7n=Xd)1L;mA(<(%_5@A10tTRZfq4K8pKpVwfb
zJe??=DFH)McI%l`+Ay|vPUm;~_g`ASqmQp`kT0IK<3x6|i;J`k>z`#{4y(5eerUjx
z<mVIq&6z%PG@-uz8Nx1>vY;7BY9faS{_YFlvKz3ph38;meA9p1&s6=|F{~dbJb`z%
z;L91YsasF<BFeI!)TN%kq|Tw4*4IN+pZ8}A_{Fgef2Bd5M%;1@bUAu|N+Fbb6sU-A
zBxwbcc=!3DFWAXMxb4+4uFmB^TuxNA-Zs7-3j?k<AVG2lg3i=Q_KSk4)@fOUMm3ZM
zIdyg`V`iyJNN&6j@nYKI?b)vFMp2ORy6!!tyS#*(GoB14#bG*ZFZ;d4Pp}nW?;bM&
zsQ^#t-nKZE=pwz{+oSW01>}su>d}-xa}{X4YjQp=)O}5k&DZU?^FP-ON!i_<W3%G=
zhBCRb8JIEz_IXF1dZ84vKi>1z#lxI0i`TO6vH~k2Oz8RQ8*NI?$!CUr3@Uu%-v*>%
z2?j@=@)3LtDmR=K>lJ4d37e^F2@jcNsZp0>s8xH-zl)e&)FSB+W=m{oo?LEN?a;9b
zp2enTh52mVh*OCzGME(Kt4=<znkDc1^VhUWyu#V6X-E5SM&k2n3^^qOtz>oHQh8~Z
z8&-w7T;mhcS}5&BbEzi+T-p(;OIczaRp4cmZ`7MFJnGMP$?(QzcwfgfH~;y8{;v`z
z->+iis>Gc#d}eK&Bt_-sxgw;@{zu|lzJkjt2%MPFM4d>$*59KeZuQqpL;qG%X3*_#
z054sb@N7iH?P<QLy8YlVH^=WXav*X(>HLS_$%&iC7k*?^h}zt69BdISy?0-zYF0R@
zpRX8pTsGr66T%x6ys}s8JK|AYKNthF(5k=+MQ8M#ox$*~#h|~%!R48-|Lt`SYba<1
zN?+1^_u9tN@NFa5LP}@zD2`7Mag@jP>DGu=Z|!o1k<Gw#C=f+OaU;18OqjNzQNXxt
z8~@}}#^ai{%mCkF45!omGZzy1n4&DKW6x8b!8~iC%i|xi+yyy<(CVwtlk*k(BwH-)
z-b_C>>yM<&K-ya{0^&0h1dDor8lY_Kt&Y-?7W(d3zWL{yjm}e_k&9jN>iw)jN7EX4
zh^6KW|1A7L$YOt1nr+SpvwBFDZt@@;pQmcP5)Rk#AezL)%v1#1`i%~2Y?s7a+`s~c
zyMW;7Al)p{mV4^pPF;}E@HmHd96M`rm^+wt?bF0W-SmsByOUq)kZyaYo&D_m3B5wc
zd0RPiSK9JFk%^}GDP0rj@W@d<WBNmiXPC=hJ)+t6lyDHrV@|l*=7p;9&0j{|p@ei$
zuQ?0z!>UotLYue0%0XlQz<Yg8ea(W;J$mzqtsR!xa+7J}e!%wWx)q^fbwffpR(~dp
zi9XsGosMC;e?5Qm!_xROes)^6`oi;m-*A4R<PEPCKdti>Ki74-B_D6U0PxPcf+4e9
zXM5F2ak4N0*<j3U6I?!u(cDts!mNX*9F<PY7KN%-GQRGx1#QQl<D-m-k)fz?GUpm5
z(KYFAhQMoeyNlM2^Q_6(Fk$9Lfx-v7<Al|1lVAv?aK}==3|o5ww<Io)zf6ATF>@s%
zt-_IoV8AyYtUd@*S0~8?3JDj8`$l6<s|{EyY|k#n^$KotKW2bWXYme}KRT}Ptsf_D
zMnb|+gAd1t1dafNmwN~jr7ZyEm@-QL+22^EY0cFF6h7?nAe{~pUl*jlXX37*1LVx$
z*IDpNpw0o~Y#@ua|B{cb8GvuOqY9Gh(`i#}q!=tvXYZ+GbZWQ^SlB+~yerju>a6(I
z!F%e6opAfOY}V%(u8GU&pK3lbg8p-*thyQ`A^*IzQE=(a{JqfC6-I0Nln%Y2{=oYP
z3n*QTQFLgv5<_xl!64C_U*n@tRQfp%Gt)Nhpvj51;W?{?ry!rD9B)~0ve=z!q~tAs
z?my~SVRO49$$JfF)=a0A8cE<x9I7W~JsWV)39Q8G@=~(0`KC`#Zon1&aPkhwm%9R_
z5!GDqoo@9I9)6&vZ&YmYEKC(p#vgwd+>WfK99V(*3BhZC@yRkVb9cv+2(z*N(IvZj
z;^*g30M9W)ynEQ>V##7QSnytimd?$JQap--HQ?6g+?_rYrMhTToMIs@Zj4oMI;*pO
zw)MqGPg8ta2tIhX<0@p9bCSSR>4~Rbw;8rQFa6M$soD+6ng>)K-hzmIvLG}3RGTJ~
zhk9>3Y#_C>F_9os-Shnv+oQCMv;vfpVooo`Zjc7qh=NSuaW12lrU$k$_UqURd!{OM
zQy!f=vvNIap6D8AeETRPlol}$80g<6?+rzkWG}SjQc_bNB!@q#OJ;9Z{*{5lKTmu6
z=2@ua4!$(MVM^tILN1Q&b}87y;Ti4j1)g(4W5N%Inna{FBUp?%QD;YDKdwh6F0c8q
zGL*x|Z6Tijesfi<eEzZBP1ISPq`t!K07jj2JEx6~Wtzxg-%i;(OlVA8c(e~BOL8$C
zFq^U>-P2Xgy%@9Ro>QAGuQ)3DhZWS<)HwjV+p>CD9eW)jt@2_zFYl(knRKJ@jNXO3
zc!iiiw>zbf1tPXQdD^pz?tpJ;p765Gs<HJ0Xh3O+vHAAPZ+vLx=X}}+a*g@j?tO|O
zjReH!Z}kc$WZ(^AG*llX@yRx#3|VJpSYD6#-P)Su{T5UP;A5M(FWb1K-1f5D$r=~u
z)Q(%Rz!Ilh1$y|R*|dUelP)1~D%;~-H93U8pCpEpGH~$H6nZou;js~N_KQHkA`mYU
z7pRzg5BYK7wIB$Fykc>_RGOCAELr++^$^wkw4(Li%m&6pw;%YUu!UHS&E#Bn;bWQl
zZg=&h6tSf~@eo0gUiJQe+T4r@T=c{5R3HD<o^8mPyTkM6BMTh-%`ADTt^c!K_N!tt
zvC)2*soDeIlpCWN*|NZ-g+6(tb702P$DTfP+38-Y^+nJby<Rb)O{L4BI*(h{ht#@t
zu1;h<RhkjYT(FgR=KnOlTPSYC^z(D_pIYXx!fQY0-p&Lw_G@VqEku*7OO?&Bx`4rJ
z{b3x0@#+8`?wI+n@_~`?t8~LXP7wH1d(D<x_QJ-60Uf+w@sL=xt4CLQ=zH;W?Fd?=
zJ1VG1QKhs<7%OYrRu}2re*B|FTlu}z!{fgwxA97JX8n0KO(^>-&ffEJXW98X9Q?x^
zFDf2X%xc|df4M<M*sT6L&=RIn5X5K7#V(3a4g*~R^$*#W2?;Tnwnh=uay(5s%O0pr
z;P%`+Py$ME7<c3R^K`JdGft9|olh)tsg3pD&6Bq@MVs5)Bg57e8Flo?^$~V_s^@Lb
zLBB)z!1R<((l*fzDh5b)?D53XJv6WHkjU(DU#x|$RF?VqGm@oRnZ5j{9WN)hi*QtJ
z8-BCp*E4?sTK*+3au<8JDx~~4M8XyC*WK?mUT;rAweM#^)J}Yu@TmF&MU|r$CW{DV
zkOkkTWxs(oJ>BhoedV#_NGoUVM3<DGI{Iot$Kl{X_jrxPH)0J|r<zJ{jkuRIP)g?7
zt`i~CM4qvxFB^C!``%*3Hqc(2Tg&pdujsEs(F8ob1CrxhcyK~NsZq}N^*3Y27snLO
zoFTJV1aj$fiymKk)p*o244yA96vxf%)ljB_qYNyGjmhP)6eH>hJbO1+(_@dI^oK7C
z=O4{YD0{MjWFOovBW<lcgiSJTv}1syd+lNTEaz2oYfi+xa7@c)SlV>!k^Y4iV=H(Y
z0nPX*K`t5%t#5f+Ds2Ndod%o{X?TN*c`VnRAG2Xf4v-g?0`JMBtfPj!d3Q{qi1(Vc
zhlX1LKOyk7*ioV(XJcQlbSeudWLfw{LXu$_>gjIGMr|vg2!u#S+I)|u4FQx$9FW}C
zvhO2zBq!58BJ*ysT*gjtxokwbhixGtk5r1z>kRNKHSE7Ihxa2~Zq1UE#f_zNFBy0(
zhKGf@1MA}0g7g;qq_&#B_K#>_5Vf~!wjPxmZZm2vk+LKSb7aY6O>raq+6*)(4unbc
zKDm*qAlr1#+ns+{F+KDfm|Eaf;D(#9id-ce?5;F>HCtz@5Ze~%@Z96p<O#gFMzr4&
zCP&0yz~6;1fS{*8joJ+8BymlQjff`S?F|^A8?&1SrD~)h(nib$cYb{cSTu#oQ({Es
zTWNRhNR$)z{+ecZz^v%@d!&B<^2!cSX#B^1X=GfKu#$+jl2=Jt>8!nNaUD;`?}ev^
zE<&sq+P0F4V><l;rAu;++9Mz_3;?#6AaF{_%4ILCp7<>OTJn{Xh4?4SmW#_>A(t&b
zM{+4L^-aW^V<xiyF_PgJOiT3E2vi^OeIX3PnZL6{pm(UBJ4n)hAIGW_wb+F2>bZV#
z_kkU;cLL)*J@cuc)e+j5^LS*k*UR?e=rA7d;@LA6BDVyE-_g_r!@#|#-_BR?`&Je#
zHed_pLZ6Ur0bN?%@$iq}W1F2T@#_24$q%K78p}(9`(5#hzffR4-o90e%+5J^x!jlR
z99CRS{iH@xnCNyu9x{Sl{v>)3dlWiKEI$aVT{TB!|BbG_u(P92?Tx4A&9pUnB&cm*
zE~%4{g?ybPA%jw*8<`ApJotl{!s+Y|e&GF>*6p&a{WRszAWxaC)DRJ0wZBfEI|;Ub
zy&qh+2pwf+lgNp4{XXtqS(^l{q&l{XjIZ}^nX5jJ<5I?9e+gia0^e}HSB4@h2mb@f
z+~a9X>bOv<?caUcU7b{MeR;frMqM18m?7g$d|O`m+N&|Eh|sPcK1};qCd#)cU6arG
z61%Tja$$VqGu31T_WOvC$A2o&m!U~=5KCk288KH-Ui5%+o@>-Rpw>vp35*?HB}n)g
z`~3&%moLzt_LBa%f~~4zI>fqeaCv3zo11a!zzP|;V~ejj{Y$Z%act^G;mrN=aEBS=
z<fxF$*Xi0-+b_g0V45n@ESgKnsH>>hq*QkI$md`Uz2YgL{g-fPvT{fZk+%Nw{N+z?
zMx}SGGs0P?)gA5Bxy&#7$49y|C(UC4xx=4HMtlXxgS$cjfRBLV*5oo@u{atA*|9y@
zx0i1_fSJ0_Kq*Z2(s|>3@a~84{GD6k`kev8g3DrY>QAW1aPeFv#=T9Fsw*Z91)6^F
zEu;Q<hg1+^@ePPBETx^FUTYhhi#7{6il${OSpn*uwkW$CA*a1}c2ZK_-C5B}U->07
zR-On3<ULQWA6_H!tC)<=*xvhHX8-x~4MV`Mh>t1JNm_lolB8DWJ28i;v5(P-xvp<g
zCJmuu!b<X?N2#!EMJ=Rxo{Zyvph_`BIiM@u+(~{>@Tjo(Fhw8l_oK;1v_(2;<F>_m
zkuy8%*B*^1pF7hP()Oh>8<enddi{9IJ}xJC@n+Qt?8J`@{q34TH9=%LHGTY8JGS^n
z*U~&HP~YE6_fqtO>R)w-ITKx)S!ekgS>BU*x}7gHmd8)&hDVM)iXGKiJ3bK@#Zyc3
zt5CyNj&vkXJWrtLKP}4Q-+BNioXU$4{*0<M(C}G6`ZLD5jUWvGP<hf-3~rEf>*PZp
zzjM0ek-kX5&pc!lCmHD<e6u+Oz9~;cm*ag7k_=;^r3{ggDCG$`G-f6-i+A?Z(zSc~
zVE(@K*!;7)P-V<kBP`oGL_7_1QSUyWV2TT<oA)722LF>?oo9iqQi-9$B7z~s?$=X8
z!<ZP%@BxL6d^;-fqZL>GZHDuqn(oiZVLrJ)<<1cyGc8ACkjaExJ*1HTsVlo~)4!^W
zZhl?6ox{9j&h2`k6L<yD)S;Zvz~!+5G`SsSK&Pe_`f+G2-d^|VN1w@0R<}a8IvsUe
z)q7&#pI7VO#ef%VmJ;<AOIYtsjtqdo><z;wy`RzMNU4EQAjpg<Qr-E4TYBf=-?<@S
zTVc20nz7SGBPTW4OkL&tPgEiLMRi8Xr%u05-R1XcJp+{=Sl_bY8hy=Wg$1*wviVCb
zZH{6!YIktx<=JGr2P(uZW<7DQss025s}QOE=e%3zHr~x@<MuK#ArHw0QXg`XPh5OO
zwtqCHfuM5f)9&`ElNtrLc7HruSs-r=`9#GQY!WV5{7-)ti{B%J%ELYSiv}A9_p3WN
zmN{DiVSLPZ-@e%Mw~Ha+)JkV!(ASFOWp>Z$$T)Bxne2#2n7LDVYZTCm16{G%p)h)E
z*aGG^cw$4`JMt@cw~?#8GJ#_GcR;D!;HP38S1JDu1Ko{)=|=4Ol;0O6eYfz}V0Uwt
zXGMVm;;iWrBHb%zyuJmOP=^XnVj^MqJ*DvSign<N+B^U<cT=8j-6zP?Ff&w{yYnw8
z+i`lN#N`tt!)+GHGsfRlT$s%sSk@`FL?(&v^=UavaaoBLJkqsz+YBp(7VK@W?CrR0
zDb4){3fp5wg_s`U9i*_&_|&qNZ_JeWer_&6MIQ9CE@>FgM@*<@xyKJ#1d4gG(ehY_
z^#uLREZ9Z23{=^2YrKfB(121^^++*eycG9$>H!S&HV;0Rq!qnSlnlCPz{f6|R?s%M
z)1wf1@zlD*!;+H8g>fHSbH%y_Rm?*$>loTp=P}NSm&o~0b1L}%fB*TSbE0)*5|CMS
z65Zkvlx|y&9l7jFz&SeSrJwCvOy*`6NVZ~Sy}l)*7HF6n;ca(OjPsn<E=V}m(rI0>
zkIxx1A(w8>1e!*6obR%HwbwKp3XEW1jZUVnK3cF4yZ1c~h)Sky#RtXzY(+$uYHw=v
zYk?zFTt6X(5s#{+?w-L2Dv*wQOOIpD@<AOE8I+Bq*vMF+NA!HtG<YZ$e-!#V@b_V?
zr0y+o<ckI~;HdhuqTL~xV6QbTw6>u%!zh}sXs!rqVaJJA3xCvk;WI+1J3^J9*8oqC
zR|G$HiG7h-;IWbK8Ej8Ggmy<l3>|2<1{!B`^Zfn!+_e=u0eQnWw$JH5TrD%GmfNZX
z@+MY(5GPj1K76iIroE)eYh*_E&y*kV?ne*wtrm+ow`pPz<(b@jU+OD7H14!8*VHF`
zx_M~pt-;F~X=(kWLdS#=2kR?&Uz7$%Zafn(6N5RmY+4C737xf_$d??dvVtGNvCTMR
z`?tlwgQ%0e=eK&Y5u*mL4<6DqIR<aj9vk0q6OmqMT%B~}B7+ppQu=$HZ*)G843io#
z<P&8{>=o)CDRfU8I<b6Tw0x7mpzCHph|Na(ZpOS%GW8XW;Pxk0v)Pa|qFyOss2w1I
z^3FVTyq9H{R0>{J9}e#|4KO?A%<wm5O&Ca#p%N0_i%@xR>ROJZ<l*q1>m#*<-CFxy
z+Fs3CfM!22Gjs+Ez+N?whuCNx=aYE>KgXctR)0NR{98&e{DK&~*uL`i)xd-snXkpf
z__a4%-4UByQc};p;xgZ(aH~tWxqUp7uhGeC90KUn@EO2eR}JK1L^wHxl=h=XV$Qa@
z$moThEV1+nIs&>cfQc62u4_(To4d7`^Q^_$X-Bw?g^u9vfVY}`7FfNt3YXsSGu{x8
zl`Cmp3Du@bl>fypqJU@<;+tz4`q}<zm5+ZYUyV*lZJ1?A1+xbxe|Jaf!v@x=KFh7!
z`5#kXKB)siG6f9T5zD@sil-gj`F`9piYlYF5nX32YE6L|TM{x4mt1ZF?*RT)_b+Qm
zx!SGJ%KZa#Wp%isz|iEm5%0KwZO)97^_}$kMYSh43o67LM)@@^8S}IXBg~%Z3yfV}
zQ{Sw9>bawKIz2YO9=AmOJqX#(-<>ULTbh9a)<TDpMQyED6{PPAZ{&J<I|~X=_K}i5
zlH%|F^Y!Gbz30lhv16(lCrje|*Af2V7#+U=yX{iV7D@#J%20wCuS(Pv1z4unV1U?C
z3VO~1LNUwlx_fu+h<{_mn<U%AK1a^))f(H;deSIkpx*7`vMW7owyDPY6+APWoL7_s
zS8J!ug-w{l=h||yialR|{h%)DUCpim<mT7)nNyig9~iBd^v{7nhG2o}c<rEW!650c
znRBh*pc$TkdQEGdlP9r*7BKnNrzvWJxZJjZhBRr~Qjdw3edQut8ve>}7Jz)eoNTLy
zMM{b?Kj+-8H1PSeEZ5%d)N0s3Nncu8MaB9QE;)8)`*PjO6rF#ba>y;pwQDm7EkISr
z`l0eIQN!j=*TaZ(9I)z}x~4NZIgK!K&`UD2L+Wb_2=4E%D7G#h>6rr>tq1l7KNSqb
z0qEl5cTk`{o50Im=%(+6`=O*O8IME`X#*Rr6vp1s42moznd>MTKQGj%MI&tl%<lCD
zAjd6xNCBPFa^tgnDeudcGuN(xR|58y-ZxL_u3~$i;wya^-|PN%03&qlAMg8e`wq!M
z-}J=ML%)Q2wa<a_oR51yqg*a@U;Gy}F=x}bc5Ut679Jsdwk*KU<bdJhK8@eQ7v(I8
z`RJn1c=~oNakTidOG49ToXE5CyJC`BY5nVlef{TCU|&`DvLj?ntrY_!(+!>=PYkv)
zhV;>M?SK~S0AEj=>;F2vZR^S3um=Um%V1k1y6~rf3qs))%zrUafh{t5Et2OTs8eg3
zDT3z;wBz;8Xfo_%P42}B?bLB@ODEQ=PZ5158uF^zM+}R<)K?-IuL@t4j|1>_=Lys;
z${{;eW#vV(DraE%-P5U62-4|OYvFty;x4BIkhnd)0FLj7-lfj%+4R_$7Av$ac;jRt
zIo6M(L}+dl(B@!_)%>K@8?xmJ9w(y1!hqrqvXpXvOFsc7{&*Jha=T=XUBGm{i2HkV
z(eqRm$#@gxE{t(mc+9g&q0eHsxJfU;jAVm(jiYU|T&roiXL;ldD%q%NBXrmB0AT*@
zfmiTiP~Il<?REP042O$*UtbTK=~5><R^&<i*$c>ABV7B?pZfX6#w5PWaYiya-aH+v
z$Znk%EKl;vJHeVzcrUs#znC%OJJgngm14Fqb9awl`myz6oL$I49h#;bH1htefKYYs
zv3*;ePnpB?jE}i}lO>COBu_>^DFvmkzKpc6^}(P{nu#?HRgVUS<t<Pr4m}s9fK(n5
zCPPbiUak4tTv@e*Ziw3L&S8)^g6BCg<t|vbO9j6E?b~P1Q)n3jQ!@wUw1kb$5inZG
z!iAQZ!OSi>5zfYx5zM$vZ2s0`1-p!}9=E|xIwYdzxmbgO&a*(Z`G90X_{LfQ;B42R
z|EB8BkEEYL13piE$ax@Z&Zu-&_+C?QbzE1axx)cN*DRN|LD?@PyM?36I=}V+l=)vH
zv!xjRP2pp`O>A6<5cGd-Zz<6B_tLo~x9pY|In31iB%c$S^Ky=i_aTS2NQJSDdcUjT
zZ$ACr{i^d@J1_7LtUb&}=4@BGkz}LjCK&8C=@lHaI*x~kBO6*gAq!U1l$tO~Z}uP9
zGck`|2NZC?qmS(9X1yYOt*#`9jS4|^=HQ%wEO`PI#wOQpd2S`_QULz+-VY~Y_`njS
zQ{&+EB|e7Q!W);jJpz1>K4G3ZKJ1xSZn<ILEf_3$XYp3!(?^d@2rX)1Eq<_FqE%7u
z_*&$pLnsWM*$%}&2)AsT*A+P|c#QjB`m6)$(^DDTRT7QSl6yLHHbx_0*u>{BVZQ;V
zr5t%j`+AS@k=*^cZ|4?2?F3d{xu|#aJ68;K(i%qRF#jobweX>La|DDIg(|p!hhKf%
z*?&B)Tcr)yV*4i7Q1&HSF`IdzJ~1p4a;kMXFXHbu+|T=DAr>HICMv9;&jyp9_oGJq
z(R~9@=#|lGss%8=(w`^?M{Dn=gmisio)0)7Y$d}uehmR)koLTZoM0G!;=qgI?zX;u
za$RKVL#}xV8js!u9`}su`}a4YRQAnm%eGN~hf{kUJQ(r7!LC?%F0h6FEo&kxrhkP?
zF)xOD9-ee{`ha?_JluBdqsp<i>{}9uU#o+Z&h6Go-UIisD$BV2^VA~pJ<fEx{*Y)a
zt+F?VCtBbH<wT~Buip_bo@PRqOEwA(V1Dy(F2dSHn3BgtAgucPS6}L%BNAL*rm%@s
zlAk;u)IZbDVEfko>U+VZg;q%Bo9G8iEP*fCCKA9xy#mcVKyG!;3o99yWBDv%lw~Gx
zT#ElL_ChHgIE;)8?l7AR7l{J15=ncLVO<6{&x@o%IS05U(X2b7X}_KvCS9@0Ihp$S
zRB~GFw#-Fg!!?~E=gp24UCYnrN?&rI(nl@QfbYH=JsPW0b<MQGYKD=)NXvy)oli*%
zYO?bEb05S?Vnyk=>f}@MuQ%kSU#q=GV++mX6J_)JL-sG?{vRiT1!7+Tfy?LG!fml1
z^BmeE;n}O(SlIO;(z_c~aJQ=Z{=9ZInQ(i+8?%E;VN!iv!<lbj9Hl~F1EWKXdyMZq
z&MzMl3)Ten4GJrqqnYaSCx<=y{dU)$u<J*I%k6u3+RN)w=v3e7e6G)bG)1^Qc3{`2
z%d1;L6@CJjeBE3f)6me5ufa|S`exo%>4(r>ovT~!->FiRKT2!Y;qjHN-CPBZNs=R-
zx5dbcgq{OXH7QPA@Co|1eQ99~2B<=?BmEw9PaLAM&H+ttqKMRtq|{L*?Izl99Hw+J
zZ{S0s-Z1-NF~y!;f9ARbK^DA*H@<~3J~=%-0HYx%=}f6`;gN3o+(&2BD%~^tdp1TR
z_M>+1)Z($2Vd6#J*FBNWU;zVgPxRD)tqSs;U(djFaG1$aX>)8bNANT(7lNhG*Q4<j
z;X578=)~x2C25>tS=X+UG0d1kF>aONiK%A_vo#_8Pda`?6=PooR~hUZZ>^_$?uX&5
zN2-i2;HG<M2)P2TN<A@zV?vKUx3dn8xM*~w`(r9*S|0h@HzPQvcmlX6`2LgsKp&Tx
zH#fQ7{TZ2h)#Y$wvu1VsFrz!mGaxeSrmn^VvCEa8W1s1>J9JhMwQe8FMayknOJHb5
z1TDO#Zj|7tMOm~S8q8CT?|JCJH^F5|GB6o)wA@5{MrGqR#@l3<W6<TWTBWS3rsp)_
zmfOcEBW<=qqk3Vd{+#bz>Y3y`f9XC~YZ@}oSM&KWs3NpMX{L>qrV@DHU1dk;&XQeO
z_-uu|*b?9Ai)QSlH`@!&zfP3QG7dYqQy3cSiE%CW`{<3{3Gr+WGxnqGt!^uHUx@Q2
zkx7ZZASvy0e0}R3B*e21Qx6^Wd99ZC*cT~%lAn&+1}`H6Y)eQ2rS<i@wz~S22bMKf
z^?5Y_s7Plp=w|%0#9%O`KIqjl%(;v#)U@^p4Q5Mw*MEaOqpgOVtQ3{;{8yZwP={`~
z^V4)MX;@MFfiFR(4r44K2YW~dR1ETzC!;FIPl^r!?^r#7A@QH1eR+vaFF6!@ey6iV
z-V&-nY%W#(kv=gt!PQm#;``pk=O!v@Qk2SV=g13a@P1|3IZSm;K>h>e<4Yl)HMYU_
z0ajQ7z(6jYT%VW|0NcBmOS}fp+~ydn+p1d@(&Jk@*QcH6kWm&sVXv|8ykJI!MBV-w
zcI~PMtIXT-DbZ7bYOFZcSjFi=%HzdxO~^>0rG4Ef-d3%RFc_R`0*B(5^|czeWSAoY
zeUHPwd5pg&$Kd%_6e6Ci*2M=QCS+57aC1PV&eu0phujFzf^?nfQRvU2?g8K)aQN7k
zAP;~B6uaAQb*(o0&OXo|Y^zT)&I5O*+qnCf+@~Dfi@ha=<zMVmjV?F$-R;gE;OW{|
z=l|2P@e0#xGEpyZa_RWNSk+aA*@eU^=?8Ox9nUUv={PY{PxQHzJNeLZDx>i7-S(^_
zn_WtfiFpkGNc`^)=`ctu()cC*;rRPzp&krp=)xH9+fc*}PWFG*QZ=~Rq`w?i1pFzu
z9v(ljKhs@SSgES(n04Xi!u8wEGQFok9Er1RXM6c6IUmh^rlk#-uo%edPEBpp^&nIM
zey?n~+3rkO)=c6(5q6Jhuy6h~?lG6>&bT93@o1e<``AC}=Wb+3H1zYE6oT28fKX(8
z1s+XjT?11dvm60<_teQyX>3)MeNk(>k35md&fw1e_}R~^OIPKqrF?x+pHoXvnAYA3
zn9k)z{&lCOSD5>Q;X<bAPscPQ;P?imkzuqQ{bLM#aAT((h4(CWY5lt-9yC7kaEx#?
zXqGe7ahx`0i31IWNRpk#QqAr|Lh0@^a?~oad6>q@4?=R@e9WJ-!-}(<k%5mM<vnRA
zNY06&&kUH&wPj?bCIHfP<CA^HC;_q}GKK4sc3Nm@yXWyb%SbC#;Tq4Ev|lON7t(tD
z+j@noHV?YDJYuioDoHQy*9SBrE&q4PP>AcC`g|Ufcgq^lsriGU0}Y+=-EDsZdC+9`
zt$T6Q)09xKclaL&nJwdWZG!I8g!KG^d82L_v>5+06gA3iK2Vy{{S9?_KlL{XttIxk
z*9j&*51TM)5cgDd+|zk?kQk`Pp?q*(*ekpktl3s|B-<7l)<C;0hHAJPTo@G*TM)Lo
z2-~GoHxoUqZ}Ef93?!8YBqt!tHA1G<1)n;ozzNof)`AvsX-@fDPf2`aLC*bYfS7$K
zc>il%Xl(nV<FLrRni@;bDT}Uh-$8nNL1KOgzPQSm#2z0aE3z;a`J+GaeAI}X#2ah=
zO!3)@8+Mz8z5z%jE`RBY!y&&YzfBQHI-M6%1hElI)IW*?Mp}324QENxxKmBHmS#V`
z_un$kHq9wX#|+7$C#ZAOv^QP17VHgx(7S?M>}H~=ulRGJ_gwn(T<b0_oXNAh^Lg%7
zF%p}^1&7aD0qzZ>RnIhD|3nO*;z=!)lpNy})<_0-(yxDL)ww!1HM3_`TT3We^v$lX
z^9eju+1!)X?1a)8b=cjsodU)`VdqpQ3KoYKotr-7cRU~COg7TS2pf`PShk+*`)yfu
zpT3@09OSCSx%AJs%dJ9#DcNa^yNI3a-azRT?&R)g=}EUskU7y=bh&J+-?V9ks+Se7
ztjexp(L2D5DYSPOfBo^Oyx5!?uldvYyyx-XIZ1rt^Ql}*{Or7VdrzOQ-VYEel>^tr
zw9?rW6Veh=%ypi0qJG>YDqFQ<k3%-F7O<(A8Y|_uo<P7JunCdf*VuTW!<O(pXH?-K
z%p>+$aScM}-&U7IK8uZ6ct`BZLxW95xNet%_%H8tkEtcsGw&`zPa|l<SN3+7(Za5F
zX5S8OG*i&7hXfUB5k^}oJmd*6dynbRCchN?>!iS}Hc{Gj>WYhx_PHKI?ZEcdAmlQi
zpyc<IE2<giA9@XNR=wn$tJE90+nu(GYf#eqihExiHWllsJ7i;Hzk;dRE&jO+-`od~
z7}`gJUg0|l$2Y0YN8{E=eKo<&(v)mjL<nWW!MMsnX@%+9xpqy?fF*L<a9482k?riA
z-47bK)hqUAAW$=tiS+us7>f0d;&nARP`YevI~e?_$R58VhPm{GMVR_2{nPw*z|?z|
z-5&LuQ3AU4#E5iJ$&JjQ0nETqzi8@t1<^3p+J@L<q>z!cpX<)}qmkH}Mf)mPU2gVE
zjbSx_eL9Ig@mksHFZ9Z?f{8J{vxkr`MJj4XjQF3GvN|azj0M||>VLN3{9otC)QmAs
zp0SL01-7&6s&7}BBYuzkObfCNYFbQ3EW(zm_bD#>e~k}fug)Hm=B?glQS|CULY_R|
zj;?mu)CY}-iPBx<QPN8r3IBn3l3y-P+qEQWIh}Kib<kTy3ZOrA3MN>Ob!yJ-LziKa
zqk~U3!Zt$nIDP}u6Sza<$@4$DmmwpiBj;SDe)|t5j2p0~&@y}fodo1QuN=ZhsOi4R
zAz3y8qGi2-ERtpY!~V*Hk*s!UUHwJGtP}0%4YvvEjzrYM{MZRiz;*i&-dnb#+jD#d
zz=TKl$#Sb~+xHZx32}r-cXqU?V&1;U6)k~)a=$TZ|M&8r1kg16e+c(7(U-gbG-uM~
zSLX;D!RrU3t0i?o1ITv_1o6dzxlL88(+7kCi?xrdkU+aqqt<4aW4az-bs(fi^}7*o
zN3;31@~IrrV1NP~AB5WUs=%LbQJ2~m=_<G#6U<HYh|iOZ89ICkpY>|8+2tMVdZH+*
zOA#Tbt)Nqi*uraH_;=JPq7LH8Tli#A`l1=gXBZ^;Yd)wK#1(gVr<y~}1RA4raNt{D
zH9TGaC$hR^9iUSfL*Q0V=aM6;O4-GSviaSj(pM!}f9-U1bgpm<s#YxoXm{=`xnVl^
zoKidD3fE#cgpLFK73kk1&{1o^pg05rp-fZT@x&}TgkF!mc|g#$j83TVvSf+^Z{L|F
z7yYJ8+T$7l4__83g6Zt#<Z>|RPqW|j<?el3v)7-IT@!N?V7<A9wY$!1;S|PEmFF|d
z-;fXrrQ{8*j#`gvS9+Ph0dQJ)reOE==vpnbySP%E(fOOt-Yd$lDJkx_H%%LqY2haA
z<R@*X{dB1yDQQq)D4SJA!emsczBHQhxMh@xgND9yXf3CW{7?Jc<G;gpS=~YBI!xm@
zmFoIp)g;R2hECw@%L2dCabWRs;D<4(-UnW!?rmK3_^xE^Up_3rX?zuY`c#CsAfS^>
zn7xjl8EtQg&Bj5Ek2EFQXpizRKxML{vgC7}Kdq8RQ)$W=gx+-gd2NY*cwNvH<0zb<
ze)D6|;Q&6Pd{VX0|2t^=OklTQTqDS3ew!<5nNKAjtT*5zt5K5GzmnOES+1f#FbC>R
z`iU;8bS?OL!@DxV(UbF!FU50coI7{ibkHqK`V2~-<llVf-k4H*p&b4qEjj22A@88T
z?&NU6P<_YN%=qMhf(w~3xVip5UE`z@y@>`c7rrE)rws;MI8J<cYBstsNSwpy*~Roo
zA4!j8q-kWFsftESolLRgHrWm|Fe#L*xYrB4tF0)fb0A-rvFev+-)83ngF>ce=B}y8
zGwz(I`Qhnd8ro0p<D4)yJ~j{#4WMkFy8G{)-V@Sapysj0%6w!`Q&tpIv3uSrxCcD?
zam$-G%&YGFT!W&SnbIc%MiM2-blV;E(d@|vfF?Pxo=7peboD95%5Q<=tmM)R0Xxl#
zTcq@GN$&6Mwt2hW?GE@?kM&l>a{ChN(sFvxc3$v6$ZA!j!#)ku&{Cn&tTGyA>6d0+
zN`xNz;ell9U)9Mr!gu18$L2BO?uc|2egXg4W3r2kBIU`|C;OJ%*>f)5v?o1t5V25e
za)?Z%W$bj-kznjbj%{dEuuot`V}B!lysV{Oo<hfOOsy2`2Z%3e-Iqax9yx++Uh~lf
z<JIRcBjo?dHXbUTeR4BjeA`iOousZAfYVGQA%ewYq+H*8#fQ0`K>J&~)9c6Eua%D9
zm?PqVdoY%Y_R5A{sH2(^P;NM<R?qY9{n3kIF43O=b3$#VW0WOfH>ds6d5ISN@AEr5
zm*c8d^T=B%3%w8jIKM+n{zMi4`jAA_46!oQZM5rgauys<Sj56xQZa|{FWvuWtZ*(b
ziniWpH`ilFgMs)ZjlF)<m$?`RzRllf9!e0N_dNr-NsNe+*hNzuu!@-1WkPZd_OZvF
z4K31CM)}CCg~H{7XzV<^JCCe$ezV2!`K~~eFYmiIt{iQ#et)!8xy$3jfhm#e&l!u>
z#$nQje({Vru36`$^R3R?^Iruw_*IV3_?D<6ctr5d@8TifANO=e{|=N((7kG1Dd!9;
zWKsE?AH;&B!BWJKK=su`u~nid9&)ZFSv&4NN3G9UUh9hn=btl=NNK}tTuQ4XsUJnf
zQAc#yQM^S31(hVNj=Zi!G@}64n2-BXUbYLHWgiQxvkG6)Oe$6Hy%4WQVop7uwSu{S
zJtO?&QFT(6zV}seVWUnhk=CG$I<)`Yie!zF^ha~(_Jh@m-!q;PQ9CxvdlC%d1hD``
zn8C7N>ykgOBrTUy{T+M*D)pVEx5OWc7F>?&uqsrle8r|8(Xg)bOv)uoz2BTG%sq{9
zA0b>p*{P`~WMyx-N*oZO8@Jlza<daKP|6^#lt}5izlpw!nXc{_I5}@{i_e=C8PxL#
zX#i%82WcPQ2OQQ;azdTA+m}wia`?17spNtzL?FK)<uoN-8!#(54&~DuCCA#AyPv-G
z#RFRx`>JKk{b6~Xi=G%3@rIVRxOBxOeMD|JyMWmz$!$s+l5TjaynHbJ-!tCQA!0jP
z^N4gkz?!~)@3poskXnK_tym)Dqj2nxzJy}3_ja(eZCvL~4xJ?4mY0-|AVAIyvIrXM
z;cGI+f&D_Bn%FP#T2D2WYdJrlir@Gatrp4t=Y$?1s3WmXV=ppHhhncYufno@c5wuw
zr!il~;gHyK%rLP{hLwgR=qE;I&EO|OecJRlVpob~1jEW2I4DG4{1iS+%+vWb=g86M
z)H^h}3|>>lX=RG(8-E1s%?L;KEtqCc?LCbJb5vT?Ur~C;@o@<xeINHU?Q_f673CPB
zxQ}<9(>M4jZnF<j*O&K%u36`QIQeYzRQ;6N<Cop61<l&}W@xiEBirlujI=Ea<aKIH
zf?Hs9&wq?rl?edD7#5}#j>-S;mb6)udC&RRfB2q}of8fW_d7Q5o_zDq=&KrJ50>M{
zlf#D`Z1X`_u`sZxP^s23{tj;M-7(6ljlNr3yWKpx|7bf>C0kyzvrM}RC`G*de>1??
zaiq<XQCLmoiz7SXk3Ea0w-8*h8{nn3e`F25>pH?L;=?pU&k2P#pRk#2E+fHWLKR?A
z`B-z!1RXZsvWlI-m_my79&6lqQIbxiF|iKq?n!3z=TPDjA$;A65{Q)nu;~756g_O^
zLgbz0ggY0UgR?Cus`Igqq`#tbq2}eUx{q6Wf*hVi5$!dm+6N(XGlA=M-Y;MMhC?Ta
zAD4o{HKMMVPtWC8>{s*rJUJ&S(h{!_l^UVFEj>!pxjF@XwEd`r=Z5Rg06&hRIDvp(
zH%U<-6IJXAvq>1%1f`pit3sK!cdkBPAZO+P5lq0`yJK=I=@D4G`C(LN=ntz)Y@z^9
zk&*mSIA42H8_nb`dUAg;g^<+xMm8u*i+WUxlg9Inh%FWihNxFXdNDm?rsZ6H+Q{{f
zpM~21Qz}~cGkd9cwOjn`aSCUL=Kw4sfU@>5=A7RqwtMjGWoxsD8+^n?73(vvS-s-)
zxpe<w`BQp)FSi~?+ux%U(@V<<Ek#AE^Gj%8t2p9^{dGj}jZ3@hZ+)>t*x(asODiV8
zVKrj2v^%x$xsQ9IavwoCOIM*&6r~u~#G02edHt%BnLcjyNR3i~7-!;O!H}+@6(By>
zJN%>sCFa5j@!<RUBBPHrx#Q)Uo<Q9Fxb8cY1^_x_fc?wJRllF9MVMbRXOTRenzuFc
z=_uJykX*fc<c-;-_~`P&f-NUY6U(9ip4AGwz;yp;y{7LclX@NlK24KIR`21SvruQR
zP!xQQnXYO-8y>g_55>$YfU+{<?9!5^_ywuMX2ONMBGAHp2h8?1kU#pYAS-7lNc-yb
zFGN71$xxjfJPg~v;8d8kzkln-vqp@V+{sz>d4y1rp!3phe^p=XRcl+-mG3n@PixM}
z^Ko7ZG-dyJPB#jrjN{YF_>Rk2e9;_=U7{a1YtOdQc3<)vgcIpdeCY!IPJN5`{+7ew
z&Aj_J5bacgk}@8wm#96W9k;Y6a%xDnx!Zfhhc$iXBL+Nt4J`ImGex^cbL;1#+jKUh
zwAQb1rY&2U)@+~KgUou&psUe?iA%;`z2>g}_RF~~id=hmqq}SV#<F(AY2Iml_0=i8
zN<QX=*;#`nV>R{)E$nS`vq133u*Oz8oUoGQF_S&*c@Scxt@;~kf2pP=tU>B!9hsqp
z1vZxRcB8pH({{>dsos_ovs^|gQPqMVef{v>Qi51J?51BrGlJ(oP~pwh)N&ydhXQM+
zz$-2Ve@!R73%?$f>BHu--qCDhjjf4TrKp>_?ssa87njK)(|+F#<tA^q)@w#cT)8!T
zW&ZiF5tTX#0^iaRIjot=dF&n5yL0U>>YC`T_daLD0ee}$#QHc<X=7&szkLAbt;(n`
z)~wQmL$jBnPRB~&BrzVo4R6j$yj_U(7EA~HqLMmj8c9t$F<%Z1ekj^wr>`3u=8C~0
zqGA`+IoP;Bg2Dl5INl%qe2;!3hX<iu`;=x}ZKS4wM>|X!ZpP$ZcKx+G^G=;6s%$+N
zAai4qZwtGq&bJ=Pb#hin$2`JDhVfAFZQ5*W0PTp+QGuT|o@HgK=N$iJgl6sA3eBh*
zMso>{;sY1a4Z(}MRsrWD(1o$niJ>Za`feW@t}TfL461$V7h^|80B)hb;-%G$YQ|Mg
z&?-1TJ_*%8JE?`p|3H}45i{qa@&O$x-j9NsF4-u~eKd4?-xDZ4(QCx0<NOnhn^^K4
z9NErQAo#_i*=Ah$+F)`UOMg}P-hyghVYTa1hj)C=$N;3qrO9ROppl=PQ4vrGgK0cs
zzkh72>1|d07SF&|wKCA|U+z^8x5vER;js$!R}xA8$chzBAcoGpdS}_3XMEmZaiDU(
zye_rU`Lrr&J2|k}^sKtz&T})$1&_aw(V>Q>u4>)2ZxF!Mi@4M;TUan0Aows{E0I<F
z%<Q!?t#}p(gUy5<FU|hq)+hX;Qj5t`s@0^5i>9%ruQK9hh3jIR9%>%#ZD&{QNBXU7
zgsl600hnlL!JlJ7+j%2Da#9*pruz9mSC_@kGwzpx^7h5@oNC|smD<(vh<+?R9nYrJ
zs}6)Z-1tSmXr`@D3^f=6tT_raJ<zBuiu*bma3%0!(t4r12#Q*POqF==;y=8ssGv9l
zbxBcw_||&&=c?}t-pI$`eyQUFL1)AzHvPNHdH&#Xizmo5%3&#e#-OcgV)f@IbOkei
zgU+B5(qI>b?nmRVncL)lZXDKUk$6hqif0RWxn4))f!GrwZvN(p-~O)qGuBr@Tj^Tf
za_Q%iHG}qpjq#1e3T!$JC+J*=rvq-p?uFaY|C^SmU+gZj>QN1<7xsAjN<`Jn&QUmG
z{!+NO<LdNkWPV%s|745}C;LB!T?KRK>+NYRe`U|RJ~B<T#LD&0G%(){{(+gu|FzOT
zRQ2Td*_>Pc_vQE!MC>|E;$K6XM@au7;ZsyP_tz?Ht(R)Ecg+t$laLz&=sXLHP?Vid
z2Pxn*VpqHNfg7#Oat`Pw`}Z1Jtnaj^02dQa4Eh=UaMQq{!A7EH%zMLy%$s8-o8aR{
zR@y0ekBk_M#Jd+wQ$p1qmL~mU!KXPG&!xm|uCH3XF|f5UR{f;(`~Wcw2qohp=KpcO
zuJ}G1ppPox#=Wh2^ST$qy(Vs>=7iEk_B=H<ID!!I>SCeVTuK4y+$|J(OjccacIe|F
z4itOdC#B7&FMSo01~|5Uk?CWK$b;58>=CiO!OZkTr8dQ}5)dAkwU0DyBg?A1s*ZDC
zCzK3Z6!>3=Q!sM8yQH-&s5pFA{N$h5Ylks;X^vO#ojqC#$Y}9OzN;JMuNCU&5Nh3g
zTh4=0dt88qG}MQ}OyrEahhV@Me{pFfOS~CtB-D}5UlW;X%BExh7G){OuHeCgP7JO+
z57tzJ*RJeuWD0Z(Ee@YbHWm(DKF!)9oOeOD?snZwN<n5by#!r#LK&buysTR>q>Ts2
z@`V$XBSyDhm6zrA#V-bg7J+}%CH?;cO#wU7DD`185fd+@2#!{{uOjdJl=tSZ@)G~3
zICja{AbglZ(9`NoAA5*B)W>(v-rSUSFjX=$7Var4563e_7%6#<TT7q)q&^fjzRb_|
zeBEvuy1SgN<`VfzNZFx}c)o6?$5EbE_&D|Vy8ggIQ0M$6_rL6>Q@l{Sq70wVHgs_l
z<haT&opPIJT?$I4QFm}#yIN4o!;~to*EL1~p@Yve#AxITpE#3BH-%nz3`Jdz7Qq?V
zTW&HcOYVLk#A&G6?e>f1?cgL0|ExZ&%baV|n2N1{z+f}hlMY<~p9hD^n(@>grl6)f
zL?KgGLS5bXhS}7qyL-Y%bZLW4-~5tpagU0KbW=Yb{u;emJyAdqU59L<*tCY6VQ7Te
ztFB~cXFvj{#4{cZRmvJ{nG*lXOSz&6L8K~6w>f;!E79j-#w}a@{9>Xck^9L1KnBEc
zoe6Ww6$Oa2uelh;qz$}iAgR8uzWQri#^)-v-w*#F^F$^+iV!sscx_y=IeV{=iDg~B
z6%DVfe3?XEUkh{o$;y5KpA7b$>;;p_QP~XX53M~R&6CP;?=Er_g84x6F}O)io>kk*
zP~k`Ww$xI1cHVmW=#cnWx-z}qU<()`VvdlyUmXrhVAc*UZ5~43k}Y!8)qM(C{q8En
z7zk13vJKj*F-h>c(tBq?y_ezw@7i%X7lzIUC9|;UU`5{ifVuq#a-evsY!uE7%T9({
zZd5SQbl^r3>jpmf53%>RZysyUZ0JjE_Y7sqW+0Z?lY{UgZ}vTQgKdz`@JN?#mp2wH
zp!u{B&?R;4*CSwFU58SEsCQ=e<H!*xWP=x0F_<-R)#^8P1c%>itBR5&T|;VZ-P!KL
zDA<1s8h8zD;S|o>=HA>wo^WG-DEd&YOg)qlh~@I{Z4`w^rHlxeJOV(0+!9pPa-}zM
zxL<<s;~)dJmI8&-;ksts1OI^(Q@APD4o=@MS-W(VPh@2S8OGHT)O!!yZw^}-(sNC_
zn`}eP6FhpGc&{kBgLhbiYqDQ`ep$0uDd&-twC}Mu8e<~TFDv@xCz69_91slDQCn6<
zcniAPZ*L>A^{Q^9oId~N)a6ub7L1@HFNI-%*mB5?C>#uJw^%BZr~L<7%$1vU<eJ}R
zxu3Z)T5mnokeTkY>N1yYe;gz$oNc@MWG<!LpqRLK5_2+&Ra-EDe9ua&YK^n|a1g!p
zFdE?^Uvl>Xb$e_4r5D`&VWGV=q=#kD+tAg2ps;+G-2=Eu3)l4h^U5Zm9C))X)xD`A
zx_zmue3+s6`>RR7;*HrJa}vC#SyAyLKznfeoV-9LpG1w(>8(WQ@iPC>`<(wkp6Nzf
z9g6iIo5XiHnRyxCLMcE)HB}7OgSl?+Vad~>D|@CiX^zx<Dmy(Gnw7PKuX@{qbNLv{
zwLKgE!&E<<0vH+Jib}(n5355@fq5ULf>;IPRP%s|7~9$YlR5Y+ZSHG)Q-h@xcepeL
z|6nw1bR<jN27thd;oA&!`NY$OQA3sw9l30z%colNu2P;KgzajPMCYTMk<V;8)5IQB
z#ciYq<WZN|K@Abh>Ox_H+s2n4qw=i^0fV>}O~zw<c@thxT&#jfXJGsHrCaXDz{Jk?
zIrtPeLbKoN-U8OSVBk?nL&9>#v~=Ag)R5Wue|@{D*13L~Z#r4i;<>-+-j*E_oSr+W
zug5f-`KX%6Rqfb|4{5)D@;g=sK1y8vqJsLY^ytXqmi1Pi&!Dd4ieM-S{Y+Yn$&<C{
zJSLyN_0qC_SuC-45Pu`3$t;lje*vbqZ4OrGD#(J{p;6Fg61~*o2sOya&YllO$AB6w
z)ZT92dQ2Y7<mhG1{~ix=BZ)7hgs?S1Qn-oT*%6Z^8b+7rK?YL(Y#?!weJdR*!n^+6
z^!}0U^nUxBm3%6^E?8eqHVO;SMCk4s44JH?+<n=bgXapPC?US0w_Wv<5cf~;@PuMr
zMZkqxE$Ny&h@`4iL%_)Dt`-{H3Azk*;#W<#PX{CzPH3WlY(}jK1^t?Y9og|?Fn#Db
z=L1v%|2g~Ty}W=v-^FuX$#L#lJjs#K#flDdf5v$RY-_);UEu2qcCdIoeC~+(Ddr*A
zIA3S@KTtU|CwXS5IL7%}AKK^tNvC>dj$(+VlKuM8`OTNxfgK<g@vT072AqW#XLM&U
z@x8h}*o{vpAdkDd1UB;h>3i}_6rsJ!0ir`+Yx9Xo?n6Bd)!}a?mX?I+%vMhas`u=H
zSNzXAe<q~$EnmLZs5-=N&R<icd@)k!6Xz~C_Is!#-*SFbt&v~ppz8tHYooaxZy;+=
z0HWE6qdrwpD^rqZpCcdq%kfFJ(Pf^s6F9E_1JxO-pYh`7w|Od5gJM(D?eFI!$s)4W
zxKHV&C4cx~d;5nEh5(mdBVp||YjbpH!1A}f?R6ojF<CJUBQ=;PagWZ@dtsK-*LRjT
z@qd}(8y4L@Qh|4SOqJ6Iv+N>y(hdK~Cy7Kc1*qc9&<E{HS*Y%DY57&aC>OI(QZlCT
zq#pZG%8wr~qu|dFccEu-#DuZpbAH=&04a}rWm0M}#E<@<1M$#~t{vnQ5XMI|YlC8P
zJllwO@Y_j1_!uxe^deOGq8Kq`pDQET%lxxO?4LSilUoxC_LU+WT*f6Xgwl#lfo+PB
zIAbV1s(_GeI5N=coH%{EKTxhYhA!WK2Zb>q=>JKH#ZF+=j$S5pBu!23IThrxihy<H
zxO8@y)@w?h(mn%mpZ)LABz;+L(YOU-|Bs{V421fB{3k*Yr4*Tk6v--kHSD-D<E%pF
z*?V0GC0huGN|JFd;~dV6Y%cR~&ghId>u|<7_xpdo|0nn89(=}oeBQ6=MFhEM$|&SR
z^;@y^@JZ5A(=n+jbJ++|O5@zMhkdC%NdB%Vv*6&AA;a=0?4C|AV+u=u_@2&mtZdKL
zA=l$;Qx7}Sx8Yphh(};wtm^m12NQsv0gBtTXfq#~`=#GTYCFb++SfKBuZD`A>F3s;
zeUTz3qjxd~hm)V(j~!&I^<OH}W%TXsV_|%wBL@;Vx0YC6qFjf@068;7G|rC@3ttOt
z76e8ziXzb!rKi_9p%R*^W(zg<u5J6Le3KSn6;5vPlf1<jm#z0fq7|q<;Jy*BP%onb
z4-{Tl{rvLNvs7@-Twyi|y*p$19HTGZza890p<73!zTBy*8=J}KTE4Q#c2zh=-)0Z)
z#J-ni#@S@#-+C>#7@hpb(f8M8uUAOBFu%|zh7=v*csd4~C8oG_k5JfD5p>iTQMrNm
zvTjnoHmyloU8&#O4U1&k89j#8<=xR|?PZh!9jZ|a4TA+hR3ADQj!E(7$Bz+}oVkZl
z7Cp)$!k5N)7XpXn|4x1`L~kCi1!ImrA_@NLTdn!$5&>I%m<Lb@XN$FINSir|AG(-j
z6c<q&9lcA8?N)K1sHIGuM?asRUCZPo)ZRG`O8v|5KhS{%@BW3@bZlX9|Cl>2JS;3|
z#I+!=Hs~XA+kdT;a;mxBQ~poICYu`f@%N*pc-5e^($Ybd)n#9-={UdB!JNR@-+bNo
zOK_Im4mM63W@XVx&|3N!%kqQO+bw+IZKqARG4DN(%2Zob01^U5?C#j-)6L(c;l#%*
zmL}%!hkc5RjQW9On}Q2gW5m5L(+U%^RXj3tGNmg#ybDaG6duh`-(SVfJiqOss-=+!
zBNai`lHXEL_db-;_`>#&?Rs(}?2c?&m3In;n#oZI>d32GFBJ4UdOL<?{F9b~JaI^U
zc3fKT4<FIR_nNmooiZ3e8J0oD40Ccy&u!LQ3^XW;2!ILO#;p#O+Dah^UlG?s-aU9w
zN})#5!ypUlLJNA;<A2jp@(iZS4K`(-GCbY-J;p<a_&=7IqaIx_hexfpD7(E_lBY6{
zk3mw<j2>3pRb&(ctE+zSbzzy{*`o3<bHz<cq^YR}yeb}BoKW@^us|S5OAV<h*MBz)
z)ee`HSS6e&J0<7exGXOAZman0u?Q#%v>H-mmf557lzwfm*zjqtXrRqcrh+LR{BBw)
zJW#!(`;!uu^L@&#8ht>djkHgcaz{axC2a))CA#amM@mlv0fM5Ho-owLq{c0s`qEpe
zvvkecEME0wAVIG<hSxr7s8m^$S7)qfwC?XwN%2u|7w4BbJ)DY%HoNAG(e)?gJGHE{
zKlm3R0OWijyKgA6{?_+fmF5PQn%3!*398qq%`nL#HNSnN(=@;2T~-Oug{XMfRgeLv
z!L`;Zo734;_2Dn?3M9mHI49uxuHMWu<Ebf^lq(dq^cdwTk?y7xq&MRJjPq&%plS$l
zdK+5^N$Y>ObX8qnQz3HP+~(0K(F7fcht7oGYoV6#t=Zl8L7QFHKY-=T&rv<fz>Cs7
z(idqrj&e0xl(LY{kD)#}yp|8sla^dkh-Fk9+&wS3=N$@M_tXNCOSf&?<nkR3RaWj(
z2iHrEBjQT!K9pLkgyBmLM>Zz{r#C`Ak}r3TuYRQ#{jjeU-@H^2;WQ2eFNumO6kRv|
zt<TX;u^|dC$@Fz|gjo*#5A@Uapu~e*L)3+87=lq#1KhuAh_97RqU=8PE~Lr++UMST
z(R|^q1kBPt7=nqU&VQZR8u&<UzIyNbof*st-Imr?ReJeEJEWYbOFlb+sAZjj{{9XM
zVBz6a*Ez?S5-FQFd|D-iGdd~=|GxR6Irk}aZ|R~A4XKv&lYXyLbTzf2bMl~0L@eBj
z9!~nV8R>;7ULubZR7L^g5X?4JW~U1EqqX73Zu3{8KDoB@MUqJ%)kx6(_K?u|S?-BT
zgRRfa?<qLz@rn`!Sox~aMW6P%B`fq$&}*x0!-Tm!dmXGMgmel$jlvXI{sv!0bXB{O
z6@Uhm-aVU00^*L+^WNh(eU3e<sm8v2^GEK6FYL@4lMkzi{92jwpal-aGb({St%@Jr
z4Wu5F)Nhg%qtG@8)vDw+IXMF?V1$3XpY!Yp?Dm;HM77KDD0vtd`g!euI?-gvHLzm)
ztIUVUE*E^U9~KuY+%0R9k}_X+Ej9qjL`c0F;?hNxet*ei212?;V2jKx)y{lXHgMay
zS6o@OdMF~!V5d~sIFRdOFwR5l$YZP+Tm$pC9w^Q;`YZzJUC;)`JRaB=n$GN)=cWsW
z=yn~f9BQ?Z@6`q+i$WW(UM+Ow*~PM<E?Ek{3EQ(>Ms}-nE*{3yco$VuIcy$>E)M+u
zbo@h5d0ASd?=4eA=`gf`!U(_g!jRj}T+^pW;+WQ|e{YkpzUlY?%x28r@WG!lZ{LI`
z9SLdR>4S8su_$)iqrInOqq^%5D<i4N!q*w+1TQWN$jDV1E1RZ##gOc0Jbp=?$gR&Y
zHWcn&fSqWp42if-7Z>VeO+&&mG)N4?N<0+okMh6VdcS)JqtsCE(t=a&q8X*rluLj7
zz;pT(+}IY*Q3QPS`{YT4^!WEbTO%m%jTf7P*=UOqo3n95d(n!XcnJ&Hc#Cz}!ijx_
z)Upui?s@)*3x5T~twvFih9_sXeix$}bu;}cU&-nGeRy1A7pp8B#I5;aIaNN<DC_`i
zM^I=vFrcsF*UPZk5BRJpwnD&xm_6cQ<X?QU$Kvhk@d){V8vHufyxW{`{rhY&IVHKS
zt|Vx$(#$NsZ;vMU-yc5k6uL*Ian^)rV#59YeAH-XsW*o7rzq@S7HqEEOQEG{6V?(?
zpJ!Y3Z<(4;Z7x@aMiu1mk&uM(qpf9~YWJLx?g|lyAtBW#Z#M~V<QQF&0wr{U9fPas
zlk;o~N19|#<MDvoY6wRAniN<~8R2?A_mh$6VTRt9g;D<FmVci2=w7<=tqSnkpeG2^
zfVMVOI^o?f<D`6hz=aVd4hXlL7iuqlvDDO<Zw3J$y2di+{>i3kLz>ZXkfFGaTE7<x
zGT+X8BPX$Ysex2}u5P7lxx7A@Cqw6};Qgnz8}uv4Ux)w66af5{!|jOEM8!UNAM?dU
z;rp}RC@f>tuGX`q&13(M9h*fqDc2SWz4hemcP?q2T$p%^$Y^l(x@t5o7;M6!Unzdl
z-54CzQdqDbh9_rQJ}BKH07N!$P-E^Hg`J7I69Um~BWqU`|IkQ0w63wm16G4S)q;=C
zoD(jucDTk%zmdc^e7JFteVB(%ML0v;K3|9Xsq`lHLN;b25WD+aiXyyP9P)ON2JQ!K
z+GBtx6<ko)9A4Ic@Lz@vX-@-6c8R8_KYZY^$!C~jjr!0P7T1i+3t$T<FYXV}y!ZDZ
z?~R%(i}BzG+jHlRq!*?6A|4$T=1iJQwH6`n2JN}|=j))8zIY}9*#lU~q{CY^OMdf6
zl2>*x4!Z5)wX6Xs8Yst+J={C6g`)Uo-@mEX+^F@rMKzEqHABAUTi3EL4sFJJaoV_u
zL}N`CIpf1t63F=OrfUh!{*`VS9gc1Rhk0-H!=;9o&zId1dnnnq%*(XEG5a(Vld&7A
zS>aJJjUQ~NEBOCn1T61S*-k4b!%@!f>^zO)NNB0+&h%`h_J<s+{xY#>kkBWeP>m_2
z{es|*Rv9u&H|N!(D0-(Md19#hz5BhlTm{krhN93b)%=@tC1!r-)AY_{So<OBTTe~)
zP9dA&UtI=*p_)k2s(()aiW~%pGFiuiRM0d31EB;1YZHmAx*vTWD|)_B5$b6PyISh)
zzq8sSbYXvBn~@YHkovTt*_X}sUa{Dp^k}I|$z}>8Nt*)72MA{qdp_%RN-Hp!@=1}l
zz0WN5DWuadxb{JHm1`L4cYWCxgL^m4(&s=<Gs$&#R70Nm=&en?YKe^SUbMd$VK)BB
z?wic)+OsE)tx5RmET_n|1V(ml46)5~x$+4y1QEV*5Ja;qENe~j;55Qh*I=YSm=lSR
zCr2df2HfgXw?B#>^B?l9^eXdnT%mG26yO}N>pWpTdd-JrTIX@nPPK0Ouq5*OnwN~O
zBRn#waF$l(n`{2<G(YQvmWAHPY}p@~mS3xhXwA|)`LCamrId0cIO6iPB;i24`Oj~9
zrs6bv%DhBc$`V?g)fCGw%R{oO2wptBW-`$%UqX^8wzjc<Ywr2A?`G!>b9QDOV{*K*
zC=s4_)N344o(LDn-zK1&2yWpI!l&IUQ|mr{Nhp;_Rt@!T0*cFaYj%~UBLs7<o;jG?
zn%h#eJs}Ebw=<y`>pR}aC@pc!A&KDgQ%AR)s%v&Xk1;vl)cYghaOTBZ8>G=H&k{9g
zsmG$rq5QVF<$AqG2^A(Ed3WDp<7d{-sfI?AeH`ovIOhtM73JaP1xtmlp^R>AKZam#
z=Xw^$E3@&;$PYFUgF*#AKLOk2UYnB^Vs3N8Ub3^dDxn}IKQC1#;j<N;y=B5KwUv>^
z;EPc;$;J^(9wx>{2<x?C%SlrC@%{{5%GHlpYFydqIEF=1s3cff#7m)f(yiQGIW=PA
zil*AG9|F1FBSs%x+$%I=#)>32kP<hVFaI49|C^BDEsXh@%_sTpP2QZ(^Teg5noDmu
z9@P-HQjPVGtg{FzTL?WX(pXgmvJgLg3*q88Q4t%bce|7hI3j_h&jc8IfOou|kivD*
zBxzQ#hC^4?s+PhIY=)&iMBOYA^%r4q;j(t#LBG-a>%8YY<3#ymcw3kkR0|MTW&R0Y
zZdrfRGI1%s$vMkod%J<r-@2T}iFG30Bq}|3Pkhta*FPK~HkqB1>SZjh#iql@5R@Jx
z<L6(<qNL2dMwiTpgtS{;+ZaiU#-`uA!~0LeivuL=-^21{SOYEAr6#3q@El`bLe(tH
zAwiKa_@GR6dCS*bTIQ+d0>t}M)cFV{Z?2;lRnkAhPUgwoDQ7bm2T_+IJ7Q58^7)Q*
z@?R7x>t_A?5~8R3myo3tLKyoFP!bZgVqPNVx;eiC*2T4%S5>Xsi?MdA!zy5qg6{7h
zyuTZa#--f1xS?{Xy+3YsD`VDy;>E(fV$anoZ1=)Vu6_A=30sVehACPJv_SL*+qL-H
zm~^5=fpX|Td_4i$npZql{9IoZ1{`$lrNRWke-W=EJ-V=az2(W-_<|wy3h>lheN>X7
zH?6|LD-{p{#-praSYx&@xPNqPdoS-vGsPtNTLHE7sK;IvVpL~rVY4QG$@;znQHVrs
zd`}F`yG<WX7+`NTfr8Ssh8c*TrQWDs+O+u}=)JVj@<~O_g|fy*MkSkAd~}_lPsnfx
zab4!VIBS)y6gn%zW0f0Fg;^hZ8QV))*Oin4-Kj9JiGbu=r3fPZh4jvXOuK;Y?8~Gm
zmON}zo}tZ8-OK?`PjS&R{&kFnrG80{Rk97|4@0xz^|lyEs26Dw*BoeRJQrqE0o?6m
z)i!o({d+v8_@JHUTNr9sh6Ai5!VmIIX~c5Pi8T6rRUg&sVfYida#oq|;nL5Ow*4_C
z2fs-L>U?-q7$O3Vi@e%&jS^TxuLE>AZGjgK(6{m<h4o=U=YD<ZQQ}>=P`vUq)n%B&
z_XRqKVae@M%x9j5845&KzA(Z3P&M*A_wv9ca}QqY0e}?BiV6Zx{Fv5oth!$uiK4e%
zzy|ENye}QM;0{%!bukZbzufbkWhk=KfFnD(L$=vo?jrsfr0B5-@3IoBbeZ6e8Ur~^
ztF@MR<2Bm8hu2&w)2IQkhXER<F@PYw@Nb7S<I!<bvbGxo*%s8|RaQ2|sL><+tQMsn
zd)~>+_<V0dd@CBwFDMW9T@PWo5#litF%*j5UBjDYwB|I`RW45$f1LoBdqB~@V>q}A
z<Bhn{IEvC~MJ07Jid0CPF*}&)<WW)*VCd`MMSk5zu?f5yWc#GpYk2LISsJ2Gsr>@h
z(~%*bVd)rZd`JJ-W7njus3|k@y2XU8?jO^)|MfH{q`I|grgl<oWC+o%^3mDdn?14f
zjB1gr`;|qB8rNdD(_h(6@r`Q^TGk5r_8s<a&-Wu9`Q<F){-W}LW($0n$Cru7YySy$
z6V(5Dr~K^lU6C)RVH`E@Eimje@u!9Di>~rAb~YQml&Tw3*zAaPTGb420_mD?5cjc0
zpC@I%U@>F+6R7VwwcD@j>$2fdBi{iw4NyVEu0W2WiI0i=B6m|I26m-I6NYC40q<N<
zRDo~rtakO3$|A$dq&FeLo2%a$Ha;(<C(d1YY1E<-ws{!n<^iSQZy5DYMyBK&>6QGU
zsmrQn3p{*IwCK>(@P+$?Vuj}TeY-Ej|CnsD$tKdRW_A6T!-%n`DyuEf?U{p#;LVb@
ziU$=z7|*p;gAst&Bz;+jaY=2|4ZN!(C``?|=cF!w^N2q;zAu?{p`Ef7g#s_m0*o3i
zY+~B2wBeRgZf@#UcT`(wOblmPyD;4Cy4^v6U}1QR!q&D6-qy=)Q@ITZ#(qgCIbs_~
zf7-JtE($Pm4%6HJbnTWXEP?~R-@kdp-4zn?&IL5=TEhxU@btn}an*NKV3$Awy~+B-
zO0_hKsy_O_SQ21KCtIxptxs**E=4G|Xia+Vf(M$6n<*p`DamVde(5TiU$V=`%O<s9
zmBGKADD1;G6{qo8FvmbH_{08~Eo2{;cjCSoUQeJQL)}gT(3G{k6M=}x#mQrx##bT4
zLsEv)lJ6F0buaQm&xbtqLi5b@DX(^6KV})&+p^w&;1a{qbJBqT6%-AnOnlD<WL|v@
zHRB}!eF-bp0Hl#`Nu7gJ*SCr?ht((x7r`PLL%3F!k_bm3p#4yndizca&riO1`Lq@v
zUwm|WhVu7+9q0i9T>&y*?pEQx4NKIE*!!1ShwE+?dIdh1EcAgWH))0NEUW@kjn*og
z+AZ(fB&?Fg%Imq{<LAE_jTedW%`7&y+YO_k-RC|$!5OKP^b=0>rLyycyrq-(l|H2-
z)>hpd91Y{l)h-NV`033OLU>3?mcM<E%B<>-x#Tsp&h;&lvyOj;OWSbyDEcPRkwzzI
z)cp5N-L@RbW4A#94pj)?zv%r`G+$5Hm8AZ_7WEI@w)38L51ICQ$c#yjvndS7M9sxJ
zk3O>ni!LN_^VN<CDL!T2|JT0CawA;AWX4)GN<}iTwh8S;t=lyF7(j1hSw4hTAB<}#
zkL0tQ*md|HrrG>Z*U<v5B0$2J=CYM{^nuQ$y;Nx;1Cmuz#y6bNV<G4<{!nlHb#P^A
zJ2Fybe$UzuZ-@+3{9-o)bN-JzKaLy#G)&#;KUGOrwKir;H}yW#;(p43=y&8d)8yNc
z?=<Tbsx4x)XLNLh7cyhvlwp=ejZY<%5Zz7akr*^={SZ9lIRh=P^#+sBgb->(?x9+g
z;z;(>3x2)O2v0@V+$EWHe*)%mgLDuw;p;eC`DXn`Bwx_IWyT*%7gf0b2f7>^M^Qvk
zc5P=`Q2%HxgkZO+l$#d7^p1udsnD+%1xbIn?`;0K(rvK;#5>0C<igPU@7EFse1Xi1
zOz05V>VC#Agc;-MRZ{n*Va895?<uZq9Mo8}6=p-x<xvO)`$@q`9F^X>w-rLO`WkP3
z9TCsybA3gP^J5i@s#a$iG3H4uKZ8Ach2brh%sYfbONT!3@9Lq%bqS5H2+ZiI1}v&6
z2=`>GlVm*y6szZy9X^SY9r?&?YYIMJe!i^X;XhcjkFgBcajbNRELKo?$lnRQU&&#~
zD7?z#qpQy2*tVFcQH+42(clcoyvr)oYl>b67@*gV*BrOF$*&XVB|KEzRA1a9HH^a*
z%!ndi)SLV)`CW)iJEtp?n$tOVi(AiuXk8q#X<CBx0xc=$b<%v>aVzHddozLhHT%v1
zaCdDLMINwU=EeOllC9fI*?Tshqj|)O^5M?Wb|E%NzV_E(FNXx#Iux#4Mmsq8Xc5or
z=$jTcU&7@XN}~!6YVq}x6zgNLX*rF$1H=Ea&Td7P0>gqi1ON4U+<WK#PeZd#cREbu
zBJoN~yMCc(TJO^PUS0MRNL)1RO{l#sn*G!_c6W7|#-|K>UEk;(9tyMmAE+n@4}%1)
z02PUpLm{`e4*?dhT_ysCjdwN1F3z%U@TCP2d9l9j9mo&N*-zXr@qpwyMFVG8SHFn+
z9rRf&Il980PxKjLy%ks2fL6ErmXp_m^kJ4X6fC6&&-PbJagYJI(Z`gUy{PEbYr5x>
zne@Y}g+U^WrY`ttT{f-w&0zE8Km0z%9LxJBr%Fn3(U#!+o&BZ}iglQ+qEkj&WuHB`
z2S?{DpkW(1-`%I+n+^se+Kc4$aG!bAADW`o1cQhKaHsfFe9^v7(3TPxmmZI}n?_>D
z!s^QA*n>C8aGMjUW&{*hau6K6g(Pu03z6s-TJA;uX`&?Pdn3Syu?8j8g%4SLm1pKl
zP4_qxEOqrd1fL`@T^RhfFCq+84HIPcFUrY`wT{%+Ct$JOMFIPh*zmT@B7|bi|A+FB
zb!Usa6ij#y-Gh>PTxah+i}z|gB!UX%l<Al3Iq++DR6SE}zMx3>H#qn)3@c0au4RO>
zEDyinDcLsML1zMpPt}0#pOQq(NR;})$w6x#5R!0G^59g(wNE9vu)Fi>Ui=@{PA6Fb
znSqo}Wi?z^5M6-lCwrWK-)p_SV@Iag{eMwAXR4{C!I4z&d7$bzEC5BQGpi1BJ3h8Y
zXBVJrf;IlyUvm4<f;XwgTKxW%CI=DmCB-WPTH)Sxa5r=jirEufOiCVg`hjiAOi|dI
z+V4{qds9$=Cyfn}V0LA0E-ozx)JdRy0TD$C`i~iWTWV-=j56de>+n`*4mGiHPGx)v
z<ld<FX!5{*X)3G;z2;zZ&h_gyO?k89pTzI-!!*OsmHM_S8$)v5+n)Bokv*w62+SIm
zlU1kj$NutK?^~FgHRy}~$wDG4OGei|q1#6fB=kr_DpfaEA-mpE!jC&lDE(oN7K3O?
zPx?5QB=?)L2?VrethQ#a<;0_W+uk~{#(uK?7`of`cr$>kldYtZ{8h({oiEOQ+lir&
zSw7|Srbe#j)yQPWkJ-A(X7O%TIYo~%R8}*w$mdB!ij;;F;Hs}|+J+v^d(G%x$pF0U
zu#P>-)Jd4;#TQQ8tthT|COtG;XGE9p@Hx@2LJoDhIJy?SC!&pJfWH~p<X`m>zPAN0
z>HynakS;ecKEzSoLf5wu+s=^#)L&@Wf5)UlehuMTJ4@5(Zkl+GPn*mE|6cMpA#(xJ
z-|Y=Io78=UJtZJ`z~OSAS|Mn4#D6Mp_=R%axLrOV+b~!sRL#E(5By%V6HJ@;?me*<
zum*)<-WCkRTd~-&@)Ex+IJgu&#&*@te0UTwz<r_JD}n!v)^Qj^62olDS+k$=N$^4{
zJ^0weE7=}mRj2q4Og#aNMvVuwu(#|B@Bb?ErF1`yTaYCR&999!#M)nAi~far>*TUk
zu>kkc>lJv<d&pQSE>u3AQjW7Y*~j-y+gp~}3MmxMD9%%X{GuS2*|i^dqQ5OfX1Dv{
zN2qWXVO@cu=D@zHej(!V>6edu(8lMTvPyTue3Mc*z2H>8*3#!z(j@KUX}2*m=}O)I
z)<+?~-(_8c4UHdywp#}=-MWC`T21~^VSdwv3G)4!M6a2<*Y47?KNhM)!7pXPFT)Sx
z;>suRbc8_gJb1{~-td47ER1c)^n=xdyk0T$j4S;aBbA>wnQl|ChwZ(+Vm07F$-j(0
zX6}cED><4kKbDc;9Mt14)LoLDE1Gb(l^z=_IS8tSxc5`Lq=7a7&0(Cz5&%EmPMhu0
z*#&T|v$gX~tJ%W)%6=dsH`&beMPIh7&y}<I1~k*9wQ*WAy&xWDUNI1O>Y9CG*GFpE
zboTh1><Vn*`>2h`3c)Ye<DR%`-TrWh?PuZlQySLi7s_qK!)Y$pr)Bxf&-?h8NB8&x
z93%VT^0|M^Zj0{Ux996WY(*-jTK<WeQ3am!@jOLiEWv^={nOXI%#%4wJ|35%1Lf_E
zkcC*X$*ky0E2v1&%%k#M*_cq_y$(SlW8nqxguA{{i}&t)|7m#Dc9UB;a6OuPFx5~Y
zx1Ms{>tE(Cp09>q<ymhO2swGP#7^spQ5F)iCSC1e6D&F}Pjv6;>vLcLDIHg@#b&Uc
zjH?M)DGF54=wsfLrq%(Yz?N`V3cZfrdfHU<va?KEuwzxHnVqX&OZfY!PH3;OmfGb$
ze&UjAASTq{)8BZF$1&AuDhq<m_acLK=TbXgSdUHwVn~>l|ACaDE~Jt%1e+Vscj`^&
zKe>GJi2baUFk8&0xn^JV7ZD{3#=?fx*7@|i6vF@~X0ap(_K%<+XTvjTOt;m%e#L~3
zP{QV~*q(+@ThkF0`{CbOZxXD-+5n{hJ$wFDRS8pa<LmcD+qW&w#yb1M3w^VemUf!G
z9&z?rP{(h4eaXgbbHl_Y=z0I%us+W)m<7Hh{nFC4MI|a{8`gsGtlYFA699V$9k2`q
zS5rD|#YL~E2?|8dvN8%CV#_+%3gO5;A^iK=<rKwdEQ6zsOt%+ebk6lgeRJ^wKOH*=
zlo}d?WvuOmQSA=uGlw`yfPGGCzipChT>;ye-0zSi5NGJ9%(Qg6QJ!>iM>NTCDHkQ#
zH>D!Ne)(5Q1B(wo@+o6VG4ED8c!Ct69)66FKAby%+%GH%f8l|Ik#@#b4)N>9Na(kZ
z$LNa!Ju9aR9ir?DK#pYC!`@X_Az4QZF&u-3&bPiWO9|m^2YGc9XA3&3u@UK3C%gmZ
z9-3f{Q&fF&<eKcTBo)B^qfcEU<4#N58-5S!5w3ZDD8j%U;7L$%{?p+E9$4b*@k;Jo
zqnh3VHi`PV9uX;0QozCqx%B6cL&AXtWd?{AS_=-2wD7AivfBo7YY&g7Pm6Aqc%wQR
zW0y@7mXui1lU%+}2t{Mn`Tky;to+u#n^~ocP1@gAqwpwWMUYJP6XlqB0L=HBAbBOv
zOa`NaI4Z*d1r+cK0x_)!A!uLulh)U_l5X+&d)xLmD)+5wcIkkH8?Zx}Wa)#Fx3PD4
zUVdb}+jW7!{IEmq4pAtCJev1w!rQxZn?S;loD9m&HXeMN`S|2#hTb{e*(9PH37%P~
zD7(edA1dk;VT|^XD7)B`_OM%zhcARtEdcvZ#gATLGSh}Dm5#IrlxR|{|E&?BFnh7t
z6A9?62`>hZfxvX|oZM~a^VfVA7`q>~Z)mKwBR}9x$2P|$nT<Y~)?L*2C+t#q($Fp<
z5vs&p-Z8O8hYhUJ%1^hUtOsOzn-Ixy!@u$cUN^o8mFi`d`hc0|jtNK{86ka`z{o4a
z`+;PY_wec^M;n>DpywH?3xRz-Xq4F7AERLJqpP%{g}RAUyyRLN#k&oho%(n~`N5`U
z7{=a8&Lz&R1LW6mLQv|dVku=Lz8+7=&C-^F%d)FOqOmq9a=PMGzR7like0Tg`K<}0
z&Niy=pu+i75|)*}r}5kSq80pSEBZnml1i~t_^G^FuZ3;%w-<P@TzkXhBJkMzeRO=&
zWMh<v!CuYRvFn*N_R=}DE8El!!I}TKfYTsLm#IvT13x{h?ad{JX}<4IDQf)beX}7-
zq%EU}VD_|GJq+{}0q!-Uq{hW?AW__=w4v0n=n_Ch!-@<;Z|$FIZx#b@-+rQwrXpku
zz$1+GBCql&+c~eTpf_@g?4WbKn|-~*x_ye-_Achr-u&Kg%4JbL%sRePE~QGdoHyeh
zmIR}*TU#521=N4yszBDuvGh??ff}}|$hOwvwMT``<+_#U6lMNk5u{hcst~U_1@3nf
z1$W?=SSVabg7RP)`M_#I4>Q+mP9kAg+RX0cK}&Ab7$69b$`f)JD7TiYR`m7b^}F|C
zFSBn+u(Ai_<PgxyP2R{kn1jgFO7C)M`T0e8-V0Cq$u`c#p<+?k9o*d9qPj(uI#FmL
zYPtd$4M2<tI0u($4|&?f_bJ*N)8qpdc4SIXR+sM`X4oW09w0ru@0Uy6@Vv^j{d~OM
zko^#!nc9-RU!Kf6?RKg`ou8XVRg6e}7qeCX#=!c#-|UGj$}sfBCI534cg-UvB>O-v
z%H6@B5SEo;S^Fyke<9|g`ma7m{<gXEOwLaZC_)22Q`&rEw2L>RoqA>Nt(DggD;ny&
z{th^3q`_;_gC~zqteIylmIcf<83%cVDgVOwiJ+ZFMNQff#&hzqgTgat>~2!cmN-xj
z>f8GYrbcc@X^RcO8r@*Qv@ye~)aT*a0L0X`vpK(c=RrjvzV+bNYhj_eTf8-Xp-Nb$
zRGSzXM$6w^A&Zd1bn9;ZH<1sQE{5+IRBt9_j++LY;xYKKexu{V$U}p5^5qN?z&+UG
zuv;hK6O)-onD1x@R^lKdprqwr@^2_3dTAZ|OdWj=S*MIMML$ZrmK4(|0(Wv0pbEBr
zfP`PgTVh}(bnAW`ruHOnXviHXX11+@)<^C2iSQQ;vN=OUIb>6OV^|k_JCN^Qlg*cE
zw%yo;6s)+X7}I2!!DasgDgA!*p~(Z-x~{>@06oCOzU45Q-lR!t&DOxtM`Cz+yVfpe
zCcS?MghdU96XA>~U;v~hZUzqIT5GE8u*<OX&So>MCi(v12uo?SLp?9?xZNh*I%z>!
z2_wB88zC&M4xNSp=!@y*IaGMa;a39W`|`^HYLZL6C7;<U&rE5R*3sUH>)n@mWPwlH
zf@Tg|A|iJch-FyElt>Apb{mN%y`8l&Uu5`QaBR++1jFra)7^?U#3#P``1*Rs&zc8w
zbfv@7_zF&IlS@HclH@j;=uP?EI#ch?#$9GD5jfmW>rh#F^-QV@pF3_SSYNtn9fxXR
zO*%kRoLVC2B-MHQpT!fScNE#)If`}ciTJ`}7*?g=%<AD>stQr6z&WAZ{ORJkZqBVY
z{DPYqAq-)HZCiV_C46=!_<=qW3AG(mfN+U&Di83Wl6G-zx-0X&+0}Sdv*%uVmg(LZ
zt@cjAW1fXnuQ&WvrMY6UkSEFBer3zFz79ISQ`p5=<qh+A-)IUs?r%=%93p()7~x*j
zS)So0$UU)r>h(WR1+2r#x}aff!wG*|w1U|Nj)XR^R=101;u@yU?p;H_mjNYt5r!Ge
zP0sa{4$60s##8*e%$AeekUf!50mzBv%1Z2Yi(q;avWH?Tn43*n+49W2;#BZMW6jg)
zmTw1R>>K@_68EWT3`A$j<#w<{Z=)!ETdC(M92gzpnWN2R0|5su^h2Pi5DD3n<dX`b
zqwPzHQ^oAvcdleWR%|x0*ga-p7aUKAvKaVrn!PWZt_Zi+!}BHi84PzB793*h6ny(w
z;4y;PwRrRSulum`wKMn!++{h^+Bh2U(dB4(ul<{Ne*=Iz#wDew#$2KLaQY^G$b!E8
z$@h-&3u$cpA^`-79v*8*6wQO;A&OP>yihxp05Bot8y-o)(dJidYnf(m#=NNY>yhdc
z_EJ)#yeqOTtzLd<D*Cd(D)x4Nddz&d(Bs(JQk`e=(VsqM6##`wKY%B#kZ-L{39g^}
zUHX~^;Hq0jsCw!8?qb(>X$|{Nf2hUdGgOFG%*OJ=PcrL5+pYAy^o7Djw}>McGR<Qa
z<e0r1f!{uKJt5WBOj}j>VTfW-7?Ol09%Mi}Bfo0tPzWEH<k>-5JZk%Mjr%uRfO>HI
zw2X+sJDqJqaA#xV@YKgNE%t>=H3<^WJO;?Peq8Xs0z{yw!H54)-d(V|*|wNjL=E>0
zi}^4!>#&By6*4+$7j^B^llL(`oJ<#48U?2ag{=HU<Qcb_nfb}Xk=B{{Cx?;2Psefq
z;GdoycXCx>_hOW}IsOK3`*|Kg|I8$(a4!L~S6P+66rQ7kuiP;62{k4F8WsGF5YdJ4
z?VT1_A9~la*0Kh2f7D?S*#ZEkI||jc;+M+#@0j0KVwbPG19J3|Pkp7=%fiiQbB=d9
zhI^@68U<zte5P8)2}!Z3W*Id#WBWB>n<IT&RmUig2rgI-<q$=k7I|!h^7xP{8+-*+
z%heM!HbzRjtW5g3%PJAnES2ANDKt?aSW>O|s;AQ%z9}^0cV-r0oZ5Q${f~7R`xAGV
z!h9wMb6A;E{P=>}qlgbw+<w?$+e7l;P8AQs^v=T$qNvN~&Er-6#hLw)sWP^^Pb#3Q
zHWy`l{2s1#`pNfVm8#t3%`*Zfvv)^FEOEnY_N5uto9{ZY92D3DAbZQ14QLgbxUT-_
z=B%=VFMLZh#&<moN>l@donO6=(9)H0V13yKav(BYj#1BNDe5ve;BQelcCEsB1lotq
zNf^jbxU+ydOt;ATa4RA0Bl{O8kQcWu#&k3fZrPmS5rXB5tM7&~mY!WGx*Qr7*Km(L
zJ??HvhdGwlPBz8>?wBN`jg+hBjZpVKw!M|pw~xzJ48Px+z?lf01A;{hTZ^P0Z`!jT
z#RCoSu3Z=b$G+KOQSP&;b|IYjg3s5<Qf%E9)c=_02buZCl(L8e`|Z!L9XUO*W~-N>
zNT~PGJZ-dz@|1f01q$GrDx%s75Pzs+hU0JB-+Z}c1A6S!!!8H538b>`vOc%71YC~X
zPwqZ!Xfn@ny*Ca0ZI=3qFJ)?fwMyCj<?8eL6EwBH`4IU2L<9~0`zs<A1;mg35A^l;
z_yzSm``nAT`m};%6nmUr_XLk<fB=WCkKVCwk@BA?F<s}^GeK$t?-^9z4Ug*DHmGrM
z=saW(RU!^jlXd3uyhkTVuv;11QR}@MA@9C71_F-Lwgm;6#g1By70k0c9V^vvy5Vuv
zcyOn@*};LG^LbKwx@8I3c{Z{49*<T>y|mO6t>n$HF0bgDkOQom&*d?D9O}gD5FAvQ
zH3OE&5_#@@8U@6JE@{4}->M<6MsFhm=232WB?DQzn`s+ayIRtP6)|!wpL=X9i)l}f
z92H7@gUkM1)b{qN$f@It^2K{`$h6CJ24bsN4}2OzUVbk({m}G}0#UU$DkzQ`(EVDw
z;~Oa1pI<7P7imIo-EKP6VD^qv8I+fswLUFq(13vWz6$z<uEmb~!x`<!e@PXHdluJY
zo}#O1`CeDH9J7aEx7NDlj9L3mu7|vzh)7QjT=nSlI8>bLw-^zVPAog`8#b{0U(!Lv
z+MYSUOCfKJv$O4XWT+8$<B4bAob+V%vEax^pOM$q8J02YvOr{#PSP8&Qr}uTuk&i@
zj~;dTE~Vc?k1d0}6%iOw6uK(q;3gct?4k<HbLr`@7rXZ7L!dV%MZy~ww4WL37!%<F
z{S4woP4YcF6r>xO8M$cn1p+C!u0&wf>;J;=a8;@MA!s2wr8woY@2TInf{)j6y3V5j
z<CwV@raoi0$uD&soM&zd!yRkNdZSdOFNA1Q%*I9H9jfY2ym$=n`7jWxe_ifdN>6eU
z;v>gEVD55|?lj%yh>><yTg)Sc*+M-F7N%8Msw4NK#0n2+Bzlv3x!mFd&d^p|vZdm$
zt&raxdw{;5@5{aHp4aSeH*4R+Q4$REtdaVCoM91dYZYzM<7KeA&Dag*xz!}SA<M6#
z-C7L2F@AOa&{xFSPV+&(pbY1{2%4QG?7)$ArVpY$hIx)#MGl2N*sJ|G2dHIiVTjGv
z(i^2~{vG^tQAH6WXJ<0XWuK-^vA4uB3v@6Al2ZLLf8n0f?#HXD8*F#(i1hxcRQ&y9
zXqnb%E}R)B*obv}Vb=Bh`>{<n25=}w=7amCY~7*kVpbKqZ6s>#7_4V-@hJFji;1W!
zO%)c9NxqaasjDC5*z4(#BwyIr$0MA^q)1mHf4lhmyZ+x6w@Rqf-j^7|wdT4&srMi{
zSBpPxc_9WQU^i3xAm0`<Z+<+D5Xi4-(ia>40xrQ3rlo)V4>YE`_B8n55LSbYe*g*X
z%5<$)iTY|4<#-aGq{kWI$#pNZJCZ}UvyhLR;huN*z;dR(%tH*HS|`=D`zmnY3<DGU
z+s!^P{}{05B?ybO>k1_)b03#|02p%{^Kpn74I*bs>Frwu-w;P`-fg=YNvFlF0tJuO
zCBMmJs`hd{(s_35xo8aLQ6uA0IAra#&#b44<q_5ob9NAe#*R%5axdR^hzuTzf>b5Q
zduNn<8Vo+^5YI&k6x6pxW*1T>J~rm<dsq}F0>1w$LNGnMB>=URyO)*3fN}-=5*j0S
zIsLBsU*yZXs;WP$tNw;PL_`35{b%<FB5Ukf$%E#&KBiqx!DGSP4y6r`jpFAjmLqO}
z#J24TdV8#l+@D1XSEbaq;quXzNT@2%F%HVKCF7!R{z0jpUdMGwil!5uV(#7Tzs5u>
z&3r4a%!oA3+Q-IFE~p$5#eYp+8gRUFJ#t5uV8AId#N?7ZTip&+MuZN99C-#><GjIA
zo8QYxk>0hz5Rc-+YO5&0RB7pBVB9_~Xg*D$-*&S*-@NnvJz1jv@JZ{e*jOOn>v#P1
z2g;|5EJ6OUIPo9QHjl`{2hhsv3g;Qv8D_4Xmt*Y#F-|eG&nkM60vl~dtwV#_=D$JK
zW_tI`l~DcLE~MkobvnJ5ws~68Y(&0E?3{6ljR;&Q(2z2|;#NF<fBIvGsM7gLkhsS=
zS$G=9EQkecb^4<?1qw6YyHbNdd~@_BFg#BgNtqUBiUIX0_hBOiW)bC0^{4fFlQZ_)
zE)SgVh+PBl=0!lgN~Y2C3_ozo>LISA?q$tfVNW_EJI@!d>OWs<j#x`~7nF#<%JeOr
zm(@-)p(=D=0K8b(`c3TlDdL*9XuijC`8J;)Iv`{;>D9!4k%7pgTMC&@h{)3W7`r<*
zulXgV$$?ARi~@S?!{@k1-33|4_f_>MdZJeQC!ue9{2lvEPnQ@|SeG0Qdkoe;23kU3
z9g`;kiER*ZOwFo2Zt)bRN8x0oDUV8ji-}Y@G}$2#xtXDIOF)wPSx9{d)1km#6EZ@4
zLg+<=Uc5qzEk@M$CdPlyg+E5uSk5m5keQEJmpC5=1^+{?&aG4@71^)P=d4r)hDpcK
z+;-}>Ey#kIL`l9+RqvX{H5WzEN;&Rnyx&gxeS)YvV3C_O{{y)W8R%;WxJ{mz|IMI8
zpzsCl_pY@<gn_c$%d_WK%1kb%KBzlEPn=TK(U99Sx5%Z6l0bh?8={w{N%pW!{aar_
z452A<G(tm5O5Rqx2LFA2zNfA>xs&G@%w(D1s^W4WSm6yM%nyC@sECh&1a<iM56kyD
zG~&nL{%}j7$uGfBdn{`IczSJGN;-J_C*?kljN3YC-TTKUl$v)nle}t4wm_GVu4@$i
z0HlX^gB3iT^)Gc^O7WBVw&dGGw7vJ?M+Z4|VWs{78^kq2|K(+ERh?KbGO9R><rxpN
znjd>qbAi}^B)%$N%2Yp8I<91;B+#kq_2<9;`3dYhw#(iVHIt$)lT*9B<ASMnHJLM0
zk(f>6eus<4>7e2jfV@D8<Q;#-b}A}PUWaz2uRT5NNV<*l?GSnM^abcm<E)&@0dd<j
z*3WG%{Pfh8N<tUTs4vdv=l&0rL&0sijE8;978E`rAl@ezR=85ne%~C-{GBc$-5=V%
z8We&r1a@2R9qEN3^!qviYvAtzk@n#6<yx1ThECn;hf~C@YNmSdQ_iTH>oUt;ClMRC
z?Cn<cgw<UCmu<sb0Q&BwvK>ezJWu_#x7OsmeGuw>5qwz=dA{{Ek0TSa1S^l4OR1?P
z%n{J1q5pUYN{t}5y{hisCm7Z8yE}%i1hU&s$#}JxISRw!mfbD`+4^(aw95V3^&&#}
zT6ko=u4KpW!~d)o@`N_mibj+)hb!*-6ZB3?RmJ&%A68FaL7ejgJTi=h4pT2lD1(HW
z^t!jZNk8t-$EhS*|4Q#*ukTh`1PQbG^8SkB={8SL(oAJpk~uVT3#7ZDke0=6)9%PE
zg8bUOZ<~T`tH5+17qQb+$zrMRXl~yO|29f*eU`b#^|@1z)M6mdP<KX4gr7LZjQU1i
z$z1gQP$+-BwL~C>fcn}sNIL0uatPt2JnvYN-8jc<VOnO)Rnyek2l+ZmxSAZ$(mLw7
zRnli{{G0~JX1QnqF5`hW4=>GP%Obx$!HAvpIj7G6ZiXy-f~I<q)+<qJAz##<|J}X_
zvBp=YNZGAxi_#kAAP&USs$BjhNAaQ&zh-rVXCFR7Jv1f>5TjN>q@iSJR3!YBTffP2
zup6EdPFDwb{b`M}H0=p5l##;df<bm(AbbofILSAvgm(~5xl*mATeh@-Q#_FgN$pa!
zjz>6`dvN-f&U9Y6I%3ybVxcddtYz^s>sWVI43;ouS(LZ%(wHNntO8+<96?G=Oj7ZP
z+$t6UiPUs-V7Prh&?8I3{#1MT7d_c5&r#%QK;Y@WKge)bYdOUiz1PiIrUZ+1+*v8|
z|6v=Fu?oI$T}f{?!RUwo4N)ft+NbWY7&*zkD(#1Jk`Q%NJ-jU;cywq!w`6~IxMcJ{
za4^TXiP|b}k?^9iHszd1-rUG0Q6d5XM3rZJ<7XJ)cVrw-947bten&~=1bnh?f0~2d
zOTJ61pU@jm&R|H2MvL<@MaTB%Q7bPP{H%~Lzw={y-d4)v!D&#U@z!c;?n`f-2d=Ho
z(40OPWcy#JMafrN*O|T$fw#WUnW!D6w1+}-%f|9J0bS*N7|W5(QKx?PB5`(^9g1P}
z=NGmq@=>LzpKC{=0_KK1klC~fTID1*>l+@oL^M_nptptvYQQE@hVz#_Ohr>yZeAVc
zRAQHF+#lA+#Xcqe0EDxGab-3`a?VRW?H|RF!n9ey%S41<>Q<Y<Q=5zq|83w7Z7i~v
z!pu**BIk=JhqM&FuFMCBl<~XKi9ga{7imgF!BSzzj7FZ;yW_3%ff};!aLUTBRD>R<
z$MAjOhr5VtY}v;J3bo*tCxSMX$Lu3pHobF^@BFe;>4Jb4l!ke+()<hm4w|TY{&7UH
zw>W=*Fb7Lio9xWmChaH7AdqOOD5RjrE4)zD#3D><33))-U+l*jwINjSC=@s+tIBi`
zRo6NX$bA@>tFoP}KU=(YR)~i8w2LfzX7=&6OCE9gDJ$5fOp4s@H!Ref-n*y2mZIY~
ztya{0j=2P!>mL9Rv;`P-K1woupt{m|0D(MpJBIYHxlVVjKkwmR^eI)_dNn1X)E%<V
zAJpDAy#6P|dgax{YY~y%uN3_hc8r;|%!LKdCkbJS)L%kIFsCQ3MUk6<xWyT-QPM#l
zz&qIo_q|AcJUX+rrezn*J$xojd00!lv4hFSAV>+Rw<G;F;<QLQ7b9CC?<w*|B~1Yi
zC06;UfUbQ_5imV0tQnzhP)<rB?G0_kB3#U&|8>tUuLl$|?qIiy`5tFj3R=ftYNz0Z
z4J=5zl@@uOF^k{aeqWX%xHf<Ud&Udv!9M;m#XlBX*cwn{S+qJdHdt_;i$LHv$r{@S
zmN-pK$p<CLMuMvwzQ4X4O1wE=-7Dc=$gqwtN-AoSJ#=R)%O1Uw#&zu+TIinq&(*@W
zj;WvdX;Z_pYaSa2oRLuGNCkqM_R*=&YaU5Dg<1bw&)d^==hv8AuY_m#G@L@xV+)p2
zP|Jc6I4g6rr)u3=94rsf=Zo9CJKa~y9>^rf8v%gp1-|3`_11CZwq%QGYl|j;{A_=V
zk|C$(DI_1T?mm;&7Uz*nA&N8NUe9F_1@DkqX2d-2IB%3U@CXZaCId9Jj7Xu{Oh(B-
zKWc2JCMw8C9r)S~UJve;21W)absLC~yN<RTakn%m>3WBE=91^H=Y{bTS;+kS4t`Dd
zeoW?6tZps0^V9ILchn>G)OAhqdAsW-=7Jw|z559ii$jZ+`;m@r09lHr&~1(Lz-+M3
z#oV2sibgX>3Fc8%3KK_YUmx+o^gp!4*vwtIi!vN~o@YvQVeLy)hqRz&wMGMkVrdSM
zXTI+c0v(!Gsc}Em1VnJ1g_>pm{1BaYJ%(4FVSH@1#I$B)GfI_+-(~*@1??0i0K&P=
zO2Q-S$q+U4@j2mW49ob=smev5E+Eu{Xd%cyn`2m?t$z%Z&yyf-E~Mon%_^fY(^}xg
zF7DG(g?HMzRIwMjex7FV{VV2SUs~l6^~V~^u(spJ)Z)n41imNaD``(`ZQx!V%1jO*
z&~|Ke598-En6k+@S3)R)hKQ{9*cqjsZxsv)Z7`&cZ|@f+S>O81WGOpTs>&&S_$i%-
zKav<*Xb9vvhcDqwOGto?h2~o_JxvlkhZ!q)WvOT#*bd*EGXBdW0#)`}6;fdR9lASI
zK9-+sU@{V_k^gUdk7hoy{#YXU#T`?`HBun11+jb-sLBUBm(`P=J<EKiXLuI<yii6*
zwwJGcSQ684MEEN4^L0n}MqOEkkFtnJ#<%^Y)j#K{(-yJD05KHo1q4IdN>yzfH9pUP
z0`kYAlon$Hbv_dpZTf&5=Qf)kL|8%VY@={W!A|3_$LCC<*SpFNt4~`qgUc+c@qQ|T
zTKhnLo-7#ueHI|%%tzN$gIcy4??JxYYw`wo2IOle{LyRbqCWjs8nea!K-p>lDx2M_
z)V)V~)2XgEZl9XxUh^rpb|NSS{1X&*QLjhbpEBzq?O9nQO?f@n1l@K=>s#HbE7dXB
zrXJIB^XATFFTT+KTJ_>$@DohqfD5~SI#6-lJEihQTWq!GlM}Sf^@+CH&6v&@@L8>%
zr)OAnc!;idENq3aK;|@pD(N~iadO8CK)RwT_0+Dt!Z86kjmkE)0`(jIY5u*M1Ys`U
zEnNxUlA{s7w^A)jC%ihUk^y{;J&*L)y20+)8L_}CP53Q~6C}?X@&zeid%6zL{+1xW
zV`kTH?hGO7Dwy(YcD_K7;?wZk$Eo7{?29S7%KWP<+@|_Rzk_|xxx8jdYD#blWC~bS
z3lu!jJ@invh%u^wSkzCR1dXg!6<y69`?wTL&!NoIdDbjDWTB!n+I-Ue!LmH6??jh<
zXNf=ffR*b0fOpav8>ueUSw{H9@S=|nNgS*|F<7ES%U4WIYfF>36P+~gM5v$R-k8ME
zTY*A#ueZd`dzhfdY-QdH(F$)K#ddQ7$%iT51V5&dS@a6NU0@{o&I~g9zF|<}Us_0C
zuM8n1{%BMUZ(BkEn@1LAZhoL29tOY(K-bV@J@wM}`~$1UKjR>N)!tH9YQ3mF`b5pm
zpFNB`dDztZpN{Is2y%lW7NRk%OA*ED%(Am@!WNjz{lx&0NR-4TBsemhrFIRF8KC#4
zM`or6yitbn-Q(=WDqel7@D$c9El}oUL%99>=RLms)m>}-7cF#`mOPb}d5&9DGrQ-+
zUU9jDskHiOtCGNGr{naEFyPAU16#NAw*{O@XqJ?)#jrxyMI~{xjisgs83--E_OlKe
zE5^eua{hDR21o?QqTDOmQ>QQH5wJF5?|pRLPR`z4xC}V9V1NeNe7R|Y-h5<nRPK$$
zRpo95UjCF~9#PoUYZ~6kraXGFy0!}rTmIEPtI-Yn{juFj8~z!DfK1<H1Z;hKn3PK(
zMM5PD0dL7Etf*ijwVH76OtuJU(P~%cA)_ceyn2cFhGA*R40TjpF)yg5d6^+;^Tw|v
z{#cw^z_33$z1v8oEF58_N`LQ$K<`-`+NHnT81<k|10By)MBr>z-AR0dWyWnM%`Tf&
zpAMm%!P)TiDVga}+LJ)m>2D($v-Qs|{LWbx@fAheAYt}>60^gbwp9D@ur)+MW{~0E
zk?xiR3DhRA)B`J^x>V~cpsMkXwuQu{pZemwHbwcO(A{DGsU1!uBWrT5K!(!p$){U?
z8`neH)re{gq`BI_%B&o4Q8vbQW{Xf&_`b<3>yX}Nk29obKmW$|*?dVkvI7#t%9Qd@
zE#;hA8iN3cJ73;-@Tol}wQYL(T{{S*+`dpPzygT-UY#`=wV<ixO^509xfkM^US8LP
zk-pLtPo}HrJc-WE(1x^C@4{vmWyUepgy%SQg};p-h77{ZHK0o+HN~FySd`3PDXn#$
z__e($9jv3#wo7MooIZLXKOYMg;k4<#G%2U5rhHh!sO_Vg4`~Z=uT>dc;&=ssAmf<u
z^y%L|av||ciqvWUEQcqJtAYu_XF}U4B5U4xMwnpOBpqsZnip2z=tZFe<g4VrVBnX-
z1r6<l$kOH&^Z67O9`hG!Z25uJB6?!sehO$D;><AGpIbb5=!VzZq}^-qJL-C>5D^4e
z4)7iU)23tz3Dellnztu`k2s;yc;pwz(WR^pw(GtIiRbX5cRO!Da9Jmn=X!)>NWXk0
z_iS~=6}gyA0dK&I^2K<0tdcS|f|<9E!OUAAd$P^4g!+FJor^!y-yg^4l64W?<7+N`
zkxH()&$Ww7LR93gki^XWZgVNR%xyxsOeG|2#0<k+V(yAuhtV*%xs17O{C=PBAFw^P
z&vwpvpV#~Ke!jxI8|}WXbUTe4RynT^uhu8u$FJ+AdFsymv)9#A^y0fxyUif>?~Rpu
zAFyhxr?PFg%FQMFn4SARDQQHIf=-{|(Y=r-@ml{xmLP`r#u^k3ylbs95*-=;&A3PJ
zaJIHWt0+fpMf{^bJmo}w*Y)1)*wdFdWx{WWtd)-wco+7x%=?1Fc?pNR_MsZkhGS$f
z3Zl4(_8-1#J4soqBb0>8Raw?QS_`>*cjv!lmBkt!KX12rFCo5WTv75`ev#EEk7TT|
zXsCq0M%lM5Q|Tvj_V$%L(b|<cS3yC2MqQ+jIu@$=4SD@Wzj4w7J1e-=iC4doju#id
zuqNRz>k8sr150F6%>4*Jd(J{1d3rOTqjT}e0IXfR+v|}Nh)HYGQ;^ymJ&e=Tq{)ZC
zgZ9Iq$R<>sZM$-0S(VixNpEOx4Hl$G%jkOgR*u8@s~Z!ZGAfcF%pZ)3HqcX|i&)v(
zwfBALnkWaoPc+f}bc&01DM?3PC+u_AYNwt>EwGt|$>Hc-seV2bz!xKX=!CIRo+iAC
z6R%)A<#Lf@9)pHn<MTCg#Z2yLna&zE!x%jBE3(+>e35vAcJPB7WLWY&dTxWl?BRBP
z<<JZKQt4k7z90%XodDmXyWH^iPv@R~;>jS8@B0V*;(RtVg5bR4iUl*Td%X*Dm54w1
z`=h)i9uk8N10@5^5py}U{DnrkJJn02PFiTP!R_)miG|~+&-a;c{<K!B^v-Hm3wkQB
z{_xDjPa<_52pzsDW&E$H=i58V+KFe<lJ32B2Jy$CH8mvXwwrWb<P2rM1?cJ~YYVi-
zH)hpn^C6&}3rv;nJIs-0qy~oox!}!hi%s{~=o>K;DZYX;gT<3E!$=R$3Qmg#G%uY;
zUc)6^tj#cDRjj6Pej+y;?%cRDHpM8>al*ckD=F-=9_wumDwwz}r6rsGNM^^B2=%v5
zF}hVn2ge!+HDeoflF!8+6Bv?t@oC2QtLr=s6@0k3oR<xD&X9M^#B^%Pg)d<1s{Y`D
z87~yfkhrCG`ON$=hv?+OuDAI|=B_8A)JYDjU~padbWlchW`MEP<gAJMsS`5SLej0J
z#6UvJl-RKO+MH(t_Ry#i)9xU|JI{!UdCSNjmO~VaOy^x$oYfVMf)60+NsNxQ8}iDc
zCqpHWO)=9DNFdE1kYRp@db0PY%htd5)#%YTSRgu1SVvLXI=F%4REAKqXTiqo`gBk@
zfE|F)>AEO(w$hyoc1H0Q%q7NfphiZLms2VLS}-7o*Ni)r65nc5j9Udl9bCcSn8enT
zgNNLAJg#NgGH{b?3ihg4wzGBV;A}9^>9a%Vl{m}${}0s6l{<Uv20@13LW<F63=#XN
zowLtqUN}xAR}{T<JK3cuRqU;BqF>`U7_u?)Z%H<g)*AxcQTOe3V0Ob6Uc_<KDu>j+
z|36Tye^C=G6dUW9AkuoISw=_(wAl%mUD~;GSf?hnU6C0~@%qp2#3I%OHN|rM{WwzY
zK~nD@ZLfs{G72+>4?`O8M3p%-FafnRiHkyOzS=cCdq%{u8l^P7A{{Q~uTvi38{o*m
z)@Qr&9pjqdUcF`lahVPIALs!kCt&E6dr!ghHmCoAf~eQ_UI6CL%#=NGDljfdoyGMS
ztj7<lc|=)`&c@ZLntfXBGmwGspfE?Dq_if@lkF<q%~I6$Z<gNqp{SQ2_eaSx>81Kp
z&w!hDjnyGz%OvUr-0v5|t#c7T#3F~(L(7{n%U5zIrT(CpB;KEPgK+Y7{>18lrf0l}
zNgJ14p32C^N(Wv$*1ZD|j85t7i$!FK!scL6TGcC=S+GU?Q0~fv*H{ApJ{m{pn)Z`s
z9Gm%CMy?x3F!dc!r?_O2zAGy$TJ!>`r3K&4oagZn5|UhvKYkHY@8YV_6|U6N+1dDb
zErbq3o<p0C1lI<>P+A6for1ea*}XFItFp3r=08(=?v5pCepLrUmj45NiW^*{h<*I0
zJq9^o`#vY}E2e4s<R>O~PGnO?Gw<f(N&G77f1t}G!3gJ7hKEP~TYI2#q3&-IZik_F
z!=+Kvk*^FCw$sufN!j`uAklnO#1-7_+WOyRuGYlbxrd2~(f;|`J{sh~3c0+$|9sC(
zXA~`bts<Czr?eH@|NS-Bm^Vztl8`;j>UHh2SI;=<e0usdS-PK~FKBM)m-o@!tEOSY
zDB=ERcH}#mNym-$gV#C%eI_zVL^5Pxzb8i}d`zKrV@jR*!!+aS)ol~vVPoAPGOACP
zGJ{F?<x@4OA0WQI&?+kK%buXYcPf*8y#U9?%c8s1oBxs$O<;Z9-0RAM_k9g-vH<U&
zYah0>K&C7WQRjH*(Ak(_fpB{{10x)gW-@12Qac?YWn#5o5o>&o$*lZ*#UAaOs^_Oe
z;();U!oi0X#8iW!YKCw2IrR?ZdhRfx6RCNt7(QiJjJdksFhw^TiZF4UbX@NCJo^Q3
zE<kr!zi7@gAFL-Xcg>1U-8w=RJ`{VI5|H%L#b5SM)!3JhXP{w2vrV1AEJcwoUzoR>
zs|Hvk8(RCYD$8VTPvwvu4lO(TtA7%|2FztUFC8RHq&4}}AM>m7n}?i^^$ic~Lw0nB
zmkrf3y_r5|p522@mZvg(g!n%;cQ$RWh811=kqC@>#SdGv)7L!es<Qw@gwcUB5MA8=
zZ{|$>fZ9`xT$5|yJHm2OxUZg`W&dZYm(p{eiYXv7ks+LD`Q9(ZAFOHZ%^fC#;}v_Q
zMqe|~vFUUg-dsFCi0vgLS0<L`{+EX8oLw<*6?v&KH8vCf<kt<;qy#TFx=f0uwucbA
z7N?&~{)Zp^Ge5Ac_H^lEDYWmon2y<RLaR^|Z$VckabTx%;p=cVkur~7mXmI^A#wCL
zq6&0uLSE-O(%P)FWh^_v!AC<c6b<ExAq&YaDeK&%{tS1VD^^?2m?)C|d%x_xh=ptl
z@*NnHn^p4hG8XMTw=<<iic%f!mF}kR10-G3x#ig#9I>GjS4<E+trGIi!3IxK$vB|U
zFX3S<VpTGEe=@|^Zsiulo8L$y-}8`So#<G)DkCcmW9;eZI3+rpj%$@n%G=8TLJM&7
zEEfBh#LLP-6H*xvPFL4x=Uzn;=s5TucQhtJcT&3b>owBzsPE@uM=hE0t!K_LZE_BU
zyHJx;3|TmH#Eks{^L=R~BqSH`^&L2`EthDk!C!@U<*!zw?`(Ot3gjR8F{vIn%dd{e
zAHv~e5*?jpY@X5r_<2Qwr)PP7O&^MSF4ZYKT7+qrVe6^~D}R}k6q3rE_x4z;VJb+0
zwZ^9|&ty{BGigmA51pGa{Z2)HY(AUev^uY->nWFTn?|zrn|Uwv3+qKod8klT9=!iT
zJQ#+P9?7YW4>zn1psI)WgZ2<!bS8<9Dj+}B@$j7&L_B+q`=MJnzZ(tkl;WPKzy3-{
z$xP)zk2%HEy0)8#T>+*CibP*e56*dczz4c*hE#`#eHew!ckT`|5A=)<Bwy<Z_z1VE
zSeoyi{2e1#bGEZ->8xmNN1uS!+V0)2*;jt(Kb8l75DID+;zle2C&@*&RC#_6>n&2Q
znw_Z}u_z+{)-wZmUPuck`bC-6XfDBmrcXXcV!v<1n)Jhod;42B1M%m?8o}C&!FQ{N
z<YE#FOu#xenD89B>|N;9F}XUVYA)&A4qMs0i<6x0_@6$QSl_SvKhP`tV@+C-Q89b=
zg~ls7rXl@2!h2r$2<yb^5~*m^OPjz60Yg5eW>9!c75&pW!{7KJG+`ne9uav}rFvLB
zBh!RQ-rqwy*)Tl-0pK{}Qv345cPQ=wJ)uszXhmN4gw2<z_+yf-z2yPypE-pBrhJg?
zJ&ST3<Jm>A=T%uFw?{Bpa#54+SK0s<L)GgY7!lYwcB7IN;jc2#;3u;b2EQ+5ti~x!
z_k&Ee-(e@Y#C~x*<9F&6<}SNT#$1V9cyv0LF?g<QWdzY!z3h`2Sv`11dMv;WT}NP*
zk@_3iTL?>;md68THD}U&kC%=vJf4o%q=PZdVa?X$%8m?gX=Mf^-Mvqd3`T2-ojWud
zlq-0ad7E8U<rrdN??bQ|qeZ3tXTz%fdt$wC%#|{KwDAs)`ca~x7K^sQTF|n=Pc8<l
z$Fz>Mb6i&MKNd6LiAkyjBFb@g#aCXSnfADO$4ESL2|aK#6Y*c!H^SUl+kF%s`hGQD
zEiyyA-h0*^sSD~CHT3IrzMI{m820hafY2th_@yG*sbN1UbXtHWV|!O%%^WxP`+yNV
zX8$+&dchA8i?nxW1Z+PoMS~+EPp!vE|0W%yY5M}H=-wL`gRu#R&}X4;%z=4n0VA%P
z<;{{3Tz$gLWEcI;;<UI%;C1S7vJpP#eeQeLo-AN$eV={k0pQAyW7=|!lg^CMlq))E
zkks~oKdvI>ejTE5p$OKE!<<Le@p}&|x==~C&TvsEbx9h0RXbr=fDcPTdoIpXt*0#j
zdQw@y=G~rWD)Q>r+R*l3P%%f4C%JIIFU}6#QN|B|^n>Y=NyV64gDF8L!xe}!K0GOF
zZsZ3Qp7*_Bt$N&%l7Q)3+h0D6THDnM8D<dC$l$hY-wA;+?i{p{_SwE0@tS+DMQvVj
zlr9$+^!iH*TM70EOpo1<5C{<eYsBkue#Yi!%Z-p=&d?mGt2dH>$1M)F-u()PFXQNY
z-T}iQviz{qj@c%O1lKRG93Zs94YV)fL5|>iHRe#MTj&IX*?!a;tKSJo%|eWJLHD~h
zsD=a5boEO8{{CW}^<1vHxbv>~x)mux_e)Pv#_`)9dAzO)*!z+Z0kuX_sWF?U<4d<K
zg{~ZrRpwJ9g@k$s>qVXsgq&{qTio7VIZ}k}-V4k)5GxE}9KZnOV9)1fFEd(XZt@qm
zU(IxQ(9wE<XzqqK=!?~b0vrEy){*z8v|MrK(X$(=iCgBs1}N}@`ONHK>kx*|e8}KF
z19*%7fk1)k*Hfc;j%dp4zUi2$Su#CYE85gIa75{SsrzeJyoet!w}r4~yTK(35?Dv*
z!`wS-QwvhvqR+dae72Ka00E%rc^j#;8!qM)x5QAu60Q|Z!cG%z0@vzESFQv{2h<3@
zr#Esfc7^lw>0Be=htdvU1>2^<L@2e`)A2udR!^>d07Ty0SJ=`7l$&3OaLO0bKBd|5
zZw}hqTbKDTMN-m56e{TCud)Bf%RR`aktF}7?0P9C_wBal%41kh>0@1yc^LJE+N12W
zq#Errg5NaGjc$sCTs5nac>yxIm841YTryZ&&b+(=RBCaB?6MUMg}LS*OaZ93&WfWC
zBz$;MpeWF&HunuO+)$IQ>VJOr^3<z`jLuemm&1I_(TRt&So!V95uhAs81cHy7&O~j
z&d##|VxJE2LS5bUFiCjFF`2nbVPI|7>qgqqzJ4h$M&ATyXjqoth^*byZ}$a%)&@+n
zvHG^ZZS{85DBaH{x96*?fAwbrt|Q=GjbWwnn(zMgmM#afT7=Y&(ur43ED?=0HEkuX
zHJh}$K0BWPmhkI`FeElOI_Eege=9TXqgMY1dW%%4O)n7TR)rug0-JK$mYmvWsa|1z
z*XBI|lN0Dt5IyDit7#Czd5zx+b=9#m_T?ExUB_A(A<=jd9BhmXl}tC0fn_ctGkP!M
z@R+2oBC7`j7QiQp0cxfaRqxd-4cZm{7u+c~{y=677EvfZk+3JD{J(9Fm-8gFPgHbH
z619^AOpXg^LhX5^V@DL~X`*aOZy<AlU}IU$8S@!o)&5yPNMy7xx`**x6`DcV@~NM0
zeuCO06F{gW#8sYCI)AX{v?Rqz-^cte^onT)@83lyIq4E-Tof)CzqxWSo@gRZ8qUQ7
zzZ`xgq9~T*eQ8K?!U^{MT;dr2jkuAdQfiW~y@UWy%a4Y#mOZ^X|CgX5o!4M+;n7(!
zjb_!(D^dk2IO3j8&<GZo6fTio{`K=N;OAf>p=E-FK&#^Q8^3GKXN<0oQQqji<}`VL
zbpi&{%6Gg4Pugo@@$Ok&*72;IAIj<_6^k)B7kDtl_kJDuqwQvGupL%jw;R4XvteZ-
z^HYUCP~F%gtvR{L#W2-(uN%XjVtB#w6^#}`qTpNc?YjAcx+er%^G@4Qn~NuR-?s^I
zy{)1@p+RjtY1K+OAbo~CS&(-X55yWs<xQ>Nm&O;1ogIrukc-H?na%y~n;WlkCuH%o
zGp{->w2Cy|_pM#!5fiEH(2jAsn!hxhb^VPf{-^q#qvTF>TR>CizH3G2B1Y-4kdY|^
z-qITuSh*Gw_0V$YAYWz>SaKzdEtT+B)t`PEsVE%hoA}=Nv`7%;_X-Tg0))Ol8&hXD
z3K}a!+MA5mQN=Ga9>nS|7+G0pO3lV~sJ5}h9=->{e)g&cq7Z{N)Mt~d_w4-S2P69n
zz;-g?)4$;nx1}KLV0PhCMOEs|<!8yVVh>}5nHQshm{5n*U)LyJcgy?5SKq%9N!KU$
z0gTQN9!VZlYFg~WBw^{IR*Ki<@yd~b1Fg&N-@h)lN{30GKd?O%58EWXMI2cePb|%J
z5+T-iWuyhQyh<eNg;Z!xKv5}S0tP$X3W8IQ+f#pTj|7i(_4^XLxRvkn({jX%C3RY;
z*YoS~n`=QpeYGJ^T&tjWgA=~3b$qGE5n%hU9r1I^fFnpn1K?B}Cq17vNGxqiePtyu
zHQ~c964eT1yFRM6$0?u4K2q~4lW(E@2b8DQaQZ(<Nz=hsz_Z<qXpbDCaIzyNiy9cH
zA9Mc$$uHRgv#PnsZnNb0>p;JjuQs@L5PR`jzF&y1ffZQaXsRDM)92@WKeTlk`=)HN
zQ?4;xEteZ7ConOs(47(yHPaVPgG>`!{OYkd`errp#p*W2xhl!I<nJQB>krYB$sD<J
z0Gnan`9d8%F&mWRt$5>{e6!&%bFCZ~W+;txsX-O#@w{sCR&aWFk7a$m%I&M;wBsU4
z+(|E!>&8~R#NE4f-7n+eWjmFdq!!BWRb1f5Max{1JJ-r>2H~XcxnJv7INl={jRI6T
zucKej#yDN(RZeeOj4ew0!`M2%m7CXeAiSnjw(Dw~Yftxjr|BqE!IPI(7*gc33sHU2
zEmW`yE6iZp5WWob7Il?k5<YiBIlvNeBGF0x^LzDveuXW6b+o7q0rO|*@na5{@T*P+
z!rI)%Oa3)DY#?>ad1mfs>^8LaI+L{YIq0KJOmf2?i17`|zqOcaFCVQi=AzVq#+?r#
zs^JeHY91(@u)8~Ay2?@6bjoz>Pv*$2ZvyEQ_$#Yhj2r#vdH0y{qqhzG)sG4Px%P54
znmT2f^p|wIYVyKPb9JhnC+2#Xoc?LK`m9KiV6;*+-;|-?w+Wr)tMlpeWp~jw$SL@3
z+@PtgeA$#7Wis_4^X*lfrzLfc$&p+17~a_<m>#^3boTUuOOs!FpP5(fmLF-lL^x%S
zV%l%+;6CG_uS>V6YV**3yb^t7L|FmsC*$)Mn8eoTqKTdi#Vduqtn!3YdiTR9L*x5J
z%cWw+WhY<?&cs9T=M5~8Ew=kz?k?<>#qie0IHeTuhs!3e(LyLbjb-Y5$L!nfymO(g
zjv2~<lh^)Up*ieL-$(~>;lq6Dxf?XM+JeX;A1ro4-Z{OP+@gB5n_)Apm-0T^VeCyd
zBYLq^1rl?!vTj2`Y;?+`%riKvRB?PcBe?mVHIp0d{_Yf7tX3v9#|5o<eyabkGk++e
zWh$cNIep}=N_oHUvgGwoIf-Oph(eL$*nD--+xKDl9TRzvHVKm<9;B8!Y~*+8H*?wP
z`C|>?&KrAPn~yQ4cbjQ&aND-AYNDYA<2WJJ*UDH>lGpth-79>He7U~pC-nl}(d&NJ
ziPx9d(46yo*$@<D3k*VB)9gRLL_T3xGM^LXIATA>D17&fhRwX&ZF2X}wP(RHQ!4ks
zh9eG$FBxp=d0m;MMm3Bn<4zhw@VKmr`0B4OtCV(Q$Pr-%LG%zVyCGk-Q+|zto0{g6
z5hw~ir>3=86)38suRA3M`A$K+dw3X(aw;*syR=P8e%;=Z@2FR>=bUf9`1#E@XF1Yq
zIr*>0E2<K6$*<t=xec^W1=B?vy#A$`)YP3+iJAORE!8ZG;uZj{ZPLNQV6lXuZLA!=
z4#pWI&1X|>kheM?xe}vDj{y4z+|gbq<fqLr!TE&G&j6nJFw2fH4a<hGy-;?Xwyz(R
zlwJ5)YZtNFVeB}6g&2qCxnSKF?glt1CFkM6-?Q!7WS8N&jFEvuC)0<2W(uo;wARW0
zf$nW7#P6>Ux+PhtuPjHGp%P04!T~(S0}P*EjzGScSJCpx7i}ni?op`zY_Sa1KTINL
z^AC5#;5-_}Vpq?z^Xf9uu!S#OiMP}90M*pvx8B7dFEfvs6+!;4d693kO+tOgxGK;^
z$xWvRMYU`3K|?CXUdne!T8AWEcxuwL_b}KS-mER!wC|Br<t%%DainW$DszfTv#VNL
zd{8V5kdh;SeIP;Un{CyURCVp6Ydj^#Hgk!O{56*h`kfSyNs3-yJp9*;7M?I+($RIm
zJgV8QFIPj8plP3O3rj`O%mxc_F#H;!Z@=;FB2=y4;7@_om*T7T`>;d%?Zv{zhV`O$
za%-am$uti=zW;07{D*OYhV|G;t+>2zz2cIxY<JZ`xJcrCi?guFOl5i9o4jtP%!6}W
z#K<nJvT~)sNg{r4q0Vl6Y%xE=zeMPJN}8D$&_oY$O0X#mJs%0r-}PPGA4%x@{FUlN
z_IrZ-MusUXjK}3GWZl$|sAv!CTn)v4*+sT!jWj!pOfG2!5w;I=ixXluM9yBnzCMF+
zuCMXbB)bR*+!zsRe7v<%MopK~TE*t&Q=FCXmG*$ag2GlCuORHcl5i~#{l0OoB%$-t
z(N_LAz);|SmzML-U(Ut#liqkZ&#f7pxEJO^+Rv<q<L^_xhy8Bz`=>31`$vMsRES74
z4=!vWUzEU+Z?rxTfBI#o?ywqAuZl<>SM%e@;-@bKbzEFml&y+C=&HU*Ij-M-Uw;~s
zoVA6!=p}vvk9&O~WWQ&;V1KIB%kR6?&0{iqH%m@at|99KMo}YVk8?}rrC}FF4zwn1
zCp~>e7RI(~?-dW`>xRIWw>VoKKMse)RE7oLA}ej~qji*prhj@}IenL*e3mG6ft};Q
zBR)Cb7`n0cj%EMu7+fA>8toSQbY&LpFSH837vC-L(e+>=Y}DcUpr`B<ATtb+)<rI(
z2SxxmYozt%b2E$Z{zLHG9HM0V!v@5U<62*p8bSf`vfN_tNAn06Gngnba|?ZQ0iajw
ze9S4*y)ofYJszcR8+mY(A=qUCRK)Ae68s@_jHl&$|9yw_i}g5MP~8BVVx8%BDC>Op
z&s<VT|6S|&TqqJleBtWpTv>&X_r#UD;n}x)`mAru0+_~=WvOWKk+myJW>Kxv3JFsJ
z>x>VvEvNnWtlVm(&|#t)AV^G1YKQ3VrgZjS&+d$uRVzbVbaw7Q(t$!jX>6fwZ1K6J
zTlPLA@yumcTHdbZjxIQ<3%coj*0PpbJ#L}2eM>l4`|PIA70snvex10Gg96oe&pA&D
zM(tY?gFN#cD($~~3-qMFRTT!D{XfKtSe*m$Pu~8#h4CM`UA4Sg?6d>NW>E_$CVtwa
z6E_{Iu*78w2PiKSw0V0=9rRt$6JrKGzZ$y8SEVOj>Z$Q@$8_+ZzCm2*1;1TvRYiT~
zPh|T+Mvk}H%QYp2ob90T8$jriM?z&0LswceWFL~Y|DZ$0BBAWg1<Kp`g#vRGI<Ty5
z;3LEX{>=j1+v`Vi6pzZke^O7XQ$mU5oH7g`BM>eZgZm%;_@gSUQUOt_G;BWXdnIb2
zuP-SH%?Z(qi0ONl<1T#FAcV68aFrUgCgldU=yo~9Otb%iEC74ZbeLGex?T&TaIw;M
zg4gj~)p?0aAjQQ#KL4Zb`Vu>|;$0JOd6nG@%2=Tb@VqtdI7yttS?V_#sX+EU)lmO$
zCga0Q(w!pKcG{1IL&=K?ft2F&q&>g^){4>DU^jchJXCv5f5{NwjR;Pc+%*s7k@<B%
zYu93Dwk4muT>N?RPEXA5Z2A9zLIJAR4b)76*axzZa>-58EQQIaMi#a~es#EWwRFn-
zeTh+qDIkk1?&ULEmiA?3mt(F<x<>ugbvY`!Nrs#I*;CKz3R@H{->CbVdU7T`7A8ao
zrwG^tN42ndoSltCgsRY_rP@4fqLbPd+{~SsUT$Rr`%iY$QN`DK;;&!~pFXlZwCRdg
zB1^f<8BQ6l5z{yls5kXz15w6SrDN_V<A6+paKVNej~FIK^ZXDbu%KiQc!1Y*>r`dN
z8SVcA^>$vDeMep2WD}4Ix8G&jY&f*eedqM~ZDO+1vr%+UO$vsTdLC)A{<CjV{R-IS
zxQ^eT&|ZwT*s9-1p3^x%88n5PK3^;BnzSClSJ@bSm^<nP{Qjm}dz|5nNX@UhpZ)87
zrb6hzS)nP~0sY!v>Ee;IFOcx{ayEO|k(1#;ui!le>g*&#=t(b6MQO~`+FU1<r6J?s
zy~LuZ(7Cs!@Z};FbJA|oC_&|Yb=9Mz!B4*QHMJ$cEmLgGHD;4O7PcxS8cu(rrMJ&C
z=}xegG$E%^mK_<1%LRvXA<W^OMfr@x4LS_ix~-k{TFVZ9*}s8&^HgRqWn+ckoGd@x
zOh+919|)7<&*!^}wRF3b9&L5e3ntfo(NjZ8Oi+7EXuEstU_X4hfvvJSw1S(TyXf>A
zK6ogyHAu>P*c<Tp^!1n3vwNVioSbb?IK9Z{XN-gT8~oZ0#0hVdBD*Y&EXkuCGwKh9
z(783k@ScIBEV~2h+Yra3EWhvo;Kyv`G{Tq|<q?eg2V`k5e{W6-xyXDvH@~8}|Nf2c
z(6<}dDfjmEzUFNd3L>U>bm1e7N0wM|e(tGP!_!75m_0HZk)+&6m}M1P4Z@cJwsC7&
zpWVKzHhJEYM^h##U{JWJvk5{Y-F@;bt!F_h#pfCS=kVEN14^>xnv>kbxTpHahAF{0
zt1-jqS+~E&q0LOK#B}jmQm)={>sBC25bEK#=c`H9`5)-u(aS&^pmw)m6qJ!TXC|D;
zk7lT68%j-2bRq7Y{<nf%BWehRAlx=l7)KxN+KaA=j~4v8W&>jKmPf58e&Gu!{rD<E
zrV~T;du^{)WFL@Kyw9H8fwDFzV=5m)uJH}uKj-lx_Y)BKrpX}dXb6j}-iWF2<#oY)
z)D&j)!z2GzlqCRp^n<X5ki}t!bOECv7M-ge+Bpfh>ZgLHq&AK;R(=1g$OKb<fea*K
zlJq;aL=%EQYaF3nKk-CWRd#3qZ+~JFd=<Q8k8=V)_3Fl1XB^Sg(Xx*MCU)vfF0ZB&
zbmNZ2|C|@hP*`J+EE0SYf~FM&ymygB)aY9#a1}!pr%(;Kh0y7J7VjC^DHYty>NL;b
zjPc--<JaNyCn7rD`ac55N@=xWi)47F_*rL_e5(>a#PZ0);q6I^mj)F-$d;#mo?&La
zzham}3&v3zsc{vw3jjvB{?-i`S|Lp)f1idi6x1QcVOXp)3xv2Q=yniC;BCn1O2}$^
z2)EzT7-*hk75HTcfF;1O$s~A$y`d59aNK4Px!k?V8ZkTcOPKB}RxYVO82WG#{EMJT
zmk8R{>5Y;TOn7!ZA6BmI!u=Jcdko@lFg@#+S7)NqkW~k_*bN!PPXzw9&r&chO!kz*
zlFH5=HUQdwHn`bq;C~>MVoAS-cZp=}GrkdMM3E*~QqSC|peHqDc$lf|s&QLVM)C&_
ziqW*>*D5gZt;NLiw?b=?O=D8$a>QghL*_T|uK{}7jdpe;x(;d6jKd+Nrk)<f07VVa
zCP@-+0Hz+r+W%O(rg_X$sQqRmEw!oL_mc~3@fSn^#Pz5X8NnLZFJqag?F<i-ex^hi
zMd_6R+nDo~M{h9c`0A$z(mgMJ#AF^fEjjpW0isK!_JuP#C)A?^gNmFd;K!a-BuohQ
z^cda}_`u8jNf#xe$BK@&IZ@}gV1di-VhqB?kPDa-9|0^hyczhQy5YoiMCl-xXyvJ|
z;%n+s=nyv=pt8~O#~Z#xsXstJ1H2Y~RtM3(O|y`gWTy#%#`xkv6Jp8QATnbg7lCW*
zMuv?Q?i|*I08EXGMsHiE<=m!4g01SgIvlu7L=E}$B|PR9b56-p4AYCNnW-DyLE|-=
zA_<?G>E)o{>3hWip7ITx9ZG~PltohZgx?Lf#Q_u8RUU7VErK}m`#aBf$sa5}y9i1p
z0XtU=2zq?GfA<b6yEyp6dHeZ?XUhBZPvo4@;3?m3CL6R^d?Bt;ZT1?%W!0vJJ=++-
z@qzrVEl-<CB1I0U{4g}-6EPKhz(l20`5GGf`WlPei5Mci#2YJrY2l*~Jm300{MOta
zI-N!qrX}C)9y1Jy5}*4*nphoNnZ)}m<YkNlEx`52<nx1w(@Q(T-7V$=J?@LC8J&`!
zfa7KNC=Wq*k?&23eWPywaSz$5Bi?bT6y0e$@pOmO%bBZQFz5L-1e+)uY?V|ji<inG
zu)L6&Gl(7L(5_^0d&y;QSI{baimCgwX_hC4+n6Wi7%gkN#9ky>`k$wlZNbt&;Kl4L
zszL^5<(K?1(Y*^hKG@%#wd^eI4tp?%HZ=}-kvo*hB5=gb!~<Fjca<d{sb9RXhBrCr
z=F|4Th#VC57ZKnAgo=v~t}&ARWMn*N%A2Z%=u+RnGC8Nhq|o<0p>kHi&cKm2P+InT
zF@NAeA$6FvuCk}HUHf;t@$A4>23yni-&Xg~M-CT#a@fTh&9i~?4S0?Mq${KkixrXS
z(kDY3y=Rf3IqT+{9n)S{<=pU8lBep<SQxukAzUs6_|6CL1MiV^&)`me$(1tYYbz(`
z{RW>m@65y-i7N?1U@YnNmlv2O|9ZDSp1=LfAy9KKVK8mbPX;4zt^~tZa!N@mdr^**
za7irC9O4M-F^#f1J+HsLHSr@_Y4e-jl@4eP4@Q#=)@J-|xa+8<_x|WFv4_{bpAvFo
zIFhS>=S7NrEZz;wv;fw5d|B}PZzuJ;ghRl}t|!@Bs`9w7X1w5Qu&|hqfKo=kj@Fg_
z@>vG%PJ%`4l(pvNBsK5oTSmXc1SVX7bIa_l#*DRl;Q@<-AHj{2T0=rM0tNtmouEyz
zTYumbnX=e!)8Ey3n)lmu^80l|L!(~6W@+;siwg7jn3u2UD<X5mULwc8K43rR6yPAN
z!|&Qcb#M(|1~t(khr~mLLlJwNWX0~S6W6+<WKxR0v^3=iK5Y^}h0Vgq*r)*Zk+0T#
z?k<Myo<gEyBK{F^F*}vZI{^>e@Z-ZAktsG(o~R!6^h1C@u+mwB&N@}vht!#=L|#+D
zk5E`Za_)QJ`w4!71PKduO4-1_?S@~p4&%B``SHkHF+?;!F3DteW7F@qK3;qfsUydP
zIrlBwe9h0!2WaBzd#u4kJ;AMpPd`V5n)()NfH^bW56#dR4G{|+Lryrz<iee-rTaZX
zokUFy*ZI>)wZi0zPH2VA#hw8lVB|fJ;4{2Lbd-gbQ2~>f-dtIq&rVbMclaAA`FiD!
z6K*SgB04~k^q?M<lRJ4&UE$d$%GbA%6?ju0N!0WiO;Ioh0Q)QQoi}o0f90@ojf<;g
z(!mD|*^GUpBT^O-)f1)AYO`Hlf&YkF5)jJShlwO3%^Q+@o2qB)djA@K?>jpWI$X<f
zn`LRo#ZhAg@69=XwEvBe3yaG2Sz*~NtfWs>{Aaw>Yc>CSfV)pfvcOxM8n;dQO`P5P
zFr7oc_87JCl81Noyt!e9J9(_-6i5=<B<b-qj4r{?H0aZPfpNbYpiAJe_H-#@iypo|
zs`rsj4c8A8en(JX-+5DiCVj5NAC%u*4`}LeMThEaraDCZG_O?1D*cXC7NX~P$Pw4h
zs0-+KY6?Rvy9&{cz-b~4KOlJR$v_R|sl5k*oV6YKY}VP(q$>|*U2Odw9V%uy<n`q~
zK1IQsTyyC25AQ#OAHP`v;T!*y<F+ci939XvG;L~G3HNed_vhH$pxRtfEk_`M<-;5u
z%x=p<PZtxcc|(>vwBup}QU?!8`J;ZjR-U{}@o*A(F%8(JnxswxDWo1!-?0YGFW%dw
zXOB3iXLAZJWOgkQ<n0F|JP#1r`(eU^UgI=(-9I-|TIX(e3In-DQ1zR7{BAZTPh1Np
z@0HD0c^|#UcdN#Yt66xZ1mzm5CFXwT`P`S~O)nqf3ZZd0z@ah_Fty{z-9`vYSdi%5
z<;cume7rfU!tL~@2De60Y+uBh?85KG?e$`2{`HtgA9DkKC7E=#i;!@=6T=Q8CiuFw
z|0YSW*nN)Gk3t~(18E0oOGvnFnNTy-lM{IFo6uTkha_kk$h_}68I=9dLpBW+?$>TK
ztCzZPB`x^HFpw^eXAHBMM5xU93s`{D=IG2SK3S?2RsXUoVzWj5P{Zeg=2p9I?)uf8
z3#PKj;=~vkU)j-Eb+<$9eUE|iMx2@60bxhi9Twho&1nmc$52P$gX?=4*=;T2>6aup
z`MTEALYz?^kid7p<iAaaj60%46QyH5O|<Vc4I#ZE=X<AjzqK<0WE(EhL`t?oLLBAO
zcOuDVdRS@^3;$|^>9SfIufIb1>h9oD-ocV!G>a;Y6v#eb{f!>J(nB%P(1fIDEK^W)
zA<-Le`z=Bm2$aGdD#L5+j)~f*!3I?TwgVsey@pM7h`e9vpg#7elR7V()(R|4j}n)S
zoqmb=TE^4XxzTa0A72#jf4ag8G6!h~>SYPcKJe*mw0Cwk6XA%JZKb`p?!Y?bDUc4u
z_kRIu^sBP`*4oSX=Ozw{;P3pg;o(qvc^{vCGmX;vquMn}ktH5D^C6l%%Ktx*0}A!%
zu3TqXUAR5q3G6K^3kfW3qaTED81SYwxkK6KKO)<eR~}zD{&<GCZglf8<cwbpi#Kj=
z2XmyxmLK^{Ip6&uFqSWWlm|$miwqB-s2*2((K)80qZKyZHHqj#{ym>Yh3_Iab@(h$
z*65D6S$?;l;NLveknq><_mA=yt;=hm2Opk@2v!!=q6PR!%mzv1{-l4SZR)<f=)Pfh
zfb5OhAxu`9WCZ`$=-=ctSn0hPPBZQ)=DOaLc`COkAhH!48$27H=YPbvT5Z`Coh7~L
z5qtt0o*I*+LGH4s1#31ryoHt=R&#LkxHZ)c$7%o!wZ90cpLeDx9DomEWhs@LauxQC
zhnri#FwDimP{(HZ@dd569)78}Cu%<UxD4DrN0$PCz3e88Vi@^ze_EO~rFyN?F=#ct
zjy(XsQ}V47>4XI6A;B4cmey2Fmlwt)2Ic!t5_ZP=C62HpCH%wo-iv)GC7L}A8!avG
z{pVYY{QBqcq-hlYzX#wV8TBLQpH-PM)66)TQDIs3)eg@xov0(UP3KqkC6*^h<4<Y`
z&AunpZz_{D!SD@4<o5X=@BI9PQ6=R<&=2WNCw@U_I(v}wobUI4_`Mh*<(VLUygS@+
zd!KDu)V*nX2%h#QWYkHznJAM<v(1kl{P8u^8HpQ|*ogJ=uwL&ODZZ36T0HBvCY$p0
z)r5f3FTc^$i7c$m)c_q_HCwgFo-u;EHoWvVau_HV068k>-gcd7hZOqYEJD}v;s-kP
zsI&o(-e=YlUoN@DzUV`#fv|8reu`_!FV;L%>dMyg!t;0GYFn)3)rLdsy1MY?z;P2S
zo3eV?pamJ~tVnX89Cb&z%rQUkqLLBje*ImDnyGg)PT#uFSJ8@XY9Gju3UV(YXJgm3
z$nIRwnirBWmC?8~JSD%h^f%4UdGnCSIo!;SJy-ibP_pxcN$jn#Jt-GXessXA9rk3M
zjlEz?Eq9D`x5jZH?8BIx&D1~P;)bH8@*$|;If6Nx8i*eMP5eQD!6OMyq~Sw5goo(C
zN5qdXrRDgk#k<%}p_F4#Lk+UOKU7gicg;(^dD-*n^TR<u!F4|6_~R4uVM2Y3qHnWF
z`kJcU7h!rLYd&>lrI?H{j@+fq06j7jsFM#Q(<_EmmlcUDUg>H^P`bDbT5D@L=S(;=
z^!(><oJ$Wk-7EhH7s%yS-d#{z?P4k#?`6(uXz)fWn*|wOTb{!oM5sq}Et{5<FeI~q
zL2d=J(lu)LEoB`$T90l-_azxn=~o6lIa8a_9#z>F+L}ExRRm{(22S1m@e%Rl7ff>@
z48q#8(4L+BG_{EEGE-xx<LhA}I=z}{;d+bPhlD?wp7mD4Y|vhE<|TNZ56CH0N)}`w
zEYu%4EE%fjV4r;b)CrgOi93Ovea9Bj3BuEAdc-?eEZ%x8Y7fC)Y*-y%l*$GSUQyKb
z@j&Z+>k<!tasN4cPw6D#5V{Um`?T?@3GMSY71D|2)9vM71HLFdsk)0;l$2nan}ZfR
zEf;UY5nhbOgX;(IFJ9Pp?BNhN9H6g^(0vkY3YN4`id_GG6y*BD|D>5`<lCi$LZz-v
z+iDEt&)+Qd+6=>|pW@T#&0UF05z|FL&AA*?Yp7kFL{R_;U?yd3*#)#Ta3exG7d`NS
zpOq#GYJ9y;y_TnV?Uf|PP*G7N8k%frNePv2-`8ksd++qbk{BB;HVVp_M!9(uA~Jiv
zr1@3nMnSz`|7OCIb{4ZyLDkgtz^gC*X=@nK4fFub2;7MMsJXln;)3$X39ufSiGQO?
z{wSLL^HoaNi@spi6K32*j^D4Xc|zhHTsk0sHsLqz8z$_2by+$BT@mZUdV(FK;b(9N
z^t~CgBs_3y8sfS}hkyh?j0vL|QLW+AuP=5B`PIw{9Meuq3dZE*)<}Lk%Q#<EN1gjx
zUuP>r9ApHTV!oua4uQZ8frQfndHj;IH&!~NZ@+YnZ_-#!u?!gGrRgb(F8r1&bAvv)
zCBa5t0BfAY6rqjV0|4vRNjb6ZsInr%sy!$aTBbVxHlPG3Q};Q6i-W+7>(R{c(i&dw
z-?2)q{4swnSlJ6No#T(KWgNC>lTuStjoVv{KuP}kO}v5)sGaljCfII!y)+68xAguI
z!);)`k_umDk@B)MhBf7-8?!DvJCgr6{zh61I&`U||M&x8@vGP}???I9KBsesh1wnm
zDGlPlqEHsuu4Fj^X;xI2JBfp3{qTI8{k7~M_~0T3T--apFnq(Pc5NQuDd;+Vj`sO5
z8)d}11=d^=F}0qswKjZGldzX0uo6cs(iGCohn%_+;YHwpgVVSD;AK@m>fN6=Q1dt<
z$R;IHW#HViXRm7HGDGCzYWO;Nw>tZf<JxW&f7n+NjyH8I=}(ZgV^B$xqyz{sj%!5(
z6zxrtPnNTpe3lcd@&}+TIPx#BWT8Tjp1d^r$5nRWYq?}n&3Necl9B57YTXDvCE)Pc
zGnh?H(b~){0{V!Ae>|h=NSJL#!=AHG^{B$I^DuRezKQP<V!fU{Ry}^(ou6{^441ac
zwD{i+&N0ohl9#bkQt8mVUtBc;A~M37Jk;cG!t5W3`8bP~!)hB(YGcFSZ0G+n(@(ln
z918v%TAjUK?@}i$2;@bH8O!Df)H*;E+lJWxR0J7M1V5g2sL=G`66)j9VYAAlXeFj3
z^Q^H*#-jK;bGNt#V17&H;CYvovxAR>NozIq43sCD&sYMIbaX=N)n%Go_2lb^<P_n^
z0gEY#(<3>nJ5oW@j~pGB3$xaSY$@OE?repVf_K1k0Gz?8LBPXmNa3qvN^C*j%v>tr
zi`d6m)MnF)fw*emN$;d4?HIoM>DJ>W@)pPaP`Ql_LN1UjtcO_Ec1T?a43Ray?e7V#
z>Q!^p!*x-Mf5JvatGhFj;XV1F^tpJy5z3sXp>D3`K-pw|x8Y1R#_$%%SB+`RE3bKY
z#^3ygb=h{XbM72AH<(hL=~+XUVuh?7MCKBf5N?Zyu6C_4c`4!_15&tXiz!B=9*yR)
zaofeyM%*wIERjpvK;jhWWL}3`PU5F$^=(#GrkS|qkexBvz`Eb;AL<XUQ#MJg-D5L(
zXK)EC^91C_)B3HanGB~0w^>=9K@=v(x&RkVAC|u`HLjrMoTVZx1Lo2PrIO8c?ruqV
z^cP#bv)eydlC#xQ%L{QQ8Wr74k6>eRwMXU-ynXH3OX2d9=V0X34vQJR`aWMpK~M~)
zX(LHZ)l9)6;eovw(dQCWN-+A{oIe*W&o3#r{Hx8QYvr@_%DJcrT#z%to@(ZhW;aSN
zd0E!KvX{<|qTteg(WY)vlJ)hke}(W1Ixv-ziGAD{W7Ux*yF0b7&$%W@DF$R*^H&e(
z<6D6QcP??2eSS?3mveT+hj4s`@_>MX&g)Y7fa+ByzQ-BF_ZfV31JC&fmrG_WX0!(P
zDTi>yQ8m4l4=0S2CO+rBmLm!uUPpuac@;HibKsm2Gn(|lFbOPMmX4d6RI$s!^alNB
zlGQ52Vw>Ym)`;Bmruc)vq89hgXn6Z2z2ttL%3KYE#PtDaR2t9f=IDO-gG{weDvL5y
z#`fB9cyZyd;e^<;mCoD}3<7a6L%bz|UZ~ma%AMc7rWk9=cxo&RE8-PvU>eL$dknl&
zp*RosLKoJ?Sic_!+W~{kE&rYefkU_F5X*evL^>pi&&aZA9!tJ3W}7<}tQHC_SEiJM
zc!T=*G)_+VdVxdNHtl71R`DytnKD`b8DOavH^1CGUh$}NHs$N-oRo7eX;fUXu+V(f
z?-NGxPkm$bZz}C@Z}hWeldUdRx}BJaV2mIrWsGNAOBuzFHL?GZWRSa2IQ#BvRE4#R
znofM}%|2kPvBosFeh2+srJ?jh+x_^d5SKu3aD-omweT`?Tjqql!X`lLAK143UC=X`
zQL`BcoM+8@3JulFbE!AeCq#pZ{<pY4(ZQ*k|3%xZe%d^jU5$C%(F&TS2OnErGUnZp
za^<;xo=Ken92+BEaBQcXjiKQ_@HnUeTi1=7^SNw5h3AT;Vv;i<+fZNg8|-=%^V+@c
z%{kxNfE~YA5(0t-&E^`@uE~ErWyi;Lw0FY8OP0zaz7BX96d+soSsd1F%rja&<Bp6@
zD37mBI86YPFb7He^8MhGawGjd#oV_Ekgb(1B-|pRq0=7`OkxNud>awv&HBCU_R%31
zfEU1RmK@_1ZP2dw>(_W)LHrS?%jt!|LA=<1e#kqd=)$NGU`ZY+4`DVrHR<cRz@x5V
zg6V#VqYQH)+Y>62Z%4K#{U_^Ft=fbOC3h>)!iwNtj(!NW-{)mX@CmPE#f<4#^PyHn
zUbVkmvm3uyO_DskuN#Yjol^!D$Q+`CIez{958nMhTPs(%XYr7y1_9N$@+G$@_!v17
zt-lxTlQ-$TK|CjiLxqYxJ5HeTNU3AZ6;0a1eZ!Ul`mbCbKt${<;-VfjRtNisC*Xrw
zha{*M@LwLb8yq!ucldTc08QqF=`{HADQcxA@rCu{eUAPVrJam-I3nbVg3x!9!XqGm
zE9V-2gp+h~@tXsyYk-jQkAIZXPaPySZ-j;~m3hbN^|1b!W#4HN#%_z&ykr=GI^*jX
zmxGC|W~fkfp6bc1{xkO2cZtu2tB>&sW1t_ZeSv&;Fl(DQ7!@T>7owO3jieXr?)zJX
z>n$xJV4kF}iO4v_*@pT7g`g0UEAOp*<Hvc~(S8()sL7&Ls8@^DR5o<9`I}sI-i_FR
z%T_lqis3P+Es!hx^Le~Rm&Fv&)UyX>`A58<l3s(=xx_u7M`+$ZWAXDHL;YuF@Gr#1
z?49wRE`*B>BqsU>HKubq?k#SHDzJOw*2lTJp`V#C=X~`gMSg(6V5vji)Cn8!=Y7^F
zLhv5K5eM6v|6PPocs>)HhqTy*>ye8mm&AoUD(f!5gU%g^eb1!Id{5U9>g0h7^%*Kc
zL&bl}%5p{M^uAiM5V`QEQxqg^Zme4$Je?HB#WcB<b;4A^DKYFI7m7b$<+CSaSDy#y
z=~z;7-?F{9acIPLJVxY0soayd3^!2h!1_gvK3Wsx^d9}~o_cFIrw&nYRt2VH?%$2_
z_r1FrtuOjR3De_sm1$_^@4X+0U-OvrwB0ggPp$cgHJC(N{RiSd{Kh66UX+S|{5R9=
zbn>)uj$gODmMiw+XJJvqqMpp?@*8C7Ek8d$>F?af;3_NQrlMc-Zi46_hQ_i3W@$=?
zVB-i~$-?h1!US(ED<k2~%d9>4AhJYa_aI;O7a>cXkaD_(U(6p2j%#NIVD4jD8pGD-
z8=idP=%4LCP`%QvpY=Zii8i_LuZjv<k~PoYeQD)TTwT_fZ7Ua9x3bn9F$o^YteOq5
z1C;didLoPTXBc@-1<E0x{N*VnUET4n^L|@EtY*u%rErDMGOeydTV@JvH(6!qP^n93
zV20k;S21k4|C@08F`9y_nEe%snac9OloO*GpD9;b8hG%+UQ^cd(1OHT>i@)GG1N?s
zH#Pb>Qe5w$A3}X-6D}JVb3bO9gJGHH%(A0g(EWb+S;(uzHx7_>F3tW<p?#Ol97qHD
zfkO%I*_KUae+aU<D0si2jNr8fI7k}=&EkiDmYgVo3c2oO_By`H@imO_6$+w>?TTye
z(*I_>0VpB2Jj%K}gdM-!r_@1k5Dy)}FU*MVk8PliD|P#KUTih83)UQ`7DvU@({2NM
z^E73Dc~^{${97hyo@IP})zOyV#%X)!BLDX&U0bZdLMmR0^KP1Ye0k@M^kISjhTU`?
zwL?U1VisdWTc*Yhvi`BM$)2KM_s5o4rbfu$Imq!x|5o9vmXU)c6#8tGeZjI|@e7ep
z=~#;9L$sl|nmV6QJJ*6Q*kF_aKeuktF2`f^hx2YZCoXXlOpCVH<l#-uOiQj2FzC>D
z)ZCI4;74&J%7kDU3oDeNJ5Ig$-xk7F)_^&|2EeQxuyEM2z-^N!>eeg76H+fTZUL!X
zeg4Lh*y&K&>d%$CF*9R~VG9QDX}aXvna4aBzKA1|X&wFEBblsF^2B{6$9ghoj*#`<
zy<j%^iFGhB55ByLlvxNs{JU#2lXv>&8E1iliQQ*5xyI7*6JiY^$~haOr_5LElW9c>
zEAG$p-(W`rH9UB)$OvmQm5&MQU1LoTeZTQ`*UtH{%c%^`Tut(Pm@mDi@*f)yNzNb4
zt=pBIF8fzg?fJi9&Vlxiuiih7E}9qa=ZT3UvuiVdItyd|PUe{n&PFSA*~UyzjCmxJ
zxahq5$!oAF%s-_gD%i5Uy)aw+z~O3z=8K1|g9FEq*1&ap-*F*qwRpYgUM0rJk*{le
za(3dhBI;cE0;s7S8iO%f&l<EC*BWnjjepFra&O5wWt$-3M%SFp3EvUEOw2fAIi^Z*
zCJs$q-C8X@7@F;SIE&|G;`TVHbK&G@&UHqeqX69^)i-ihO8r_ZWtV_}t$>RkBYyw$
z46j(NR=xUi4r8pr9_0^c?sNeL7XVV@<0p{w)6|THGMJv~=xi1WN0?lQq?B=V01HiB
zVB+~k;mDGg6MVjR`I@_!O5}CgXp}VWMV4^2jpMamzJV@R{Sy#Z(SQ+88uqWDk?O!V
z>LZ-lejue_U<EtA>(eLvE24-Fs5A2Wd9s9P{u=I8%1%P!ck+>V10K?|4vDC>)%iwD
z`8qW=sKfGW=r0%bOtcA|*WX`55=>q4a(2ry@j^PibM9?`ujxGyf4Xmiw9Au4wp^gz
zxD~*!=@j{~+%Mj}Rp4CgS8j7%Ck)AYN&H0pdEYNfC(uu>BP^RbTmAYYXT<~_2XwmR
zs%{V$L-v*dl)(A@B|Ud5EnvnXlcV-+&ye0iNQrOjZD_6N8-D0(qAA4dYyL-QZA4gD
z+_Zb0+;aV`OZwbBxA!To(yz%N)Y%v^uM$i3YjIU=8G&<tXG~{x&1=%6=&tHhpeYX|
zcr_iCMz*;YOc;gHqtgAyD03xOmf{8v>cg4JH=OM}flE=~^I2r&;`A$e>@AlRE>Mv6
zH-Kr7#L4VFzuHFm!X9*1Xz(X45GXq(0H(u!xVwV+2O+K=Z<N*Uk|w|7@WjxN%V!jN
z5tHLFqG#DU(|g0r<Alq*QztLk9+e2ZZqz%74Ok8Bzp=`!PAA<S9E34&-v<^|JlWmP
z|Eu&iSNrAIw|Wl}Lfm$?(>#Bc5zq8kir!@aYa?o6nm)Is9pcgYeWM-Y9i!ZJPM$B=
z-&`Poh`kYQ)Tmf&vb0h~+$->Dz^`pqk{qN5fNS1fWIvQJ5R|xIm>(kIWD=z9zgm;*
zE5qyFu4sO~h6b&S_M)f+IbS~d@mbcd82mHM<_<|2Fv|6h$3*0mxg^-GYIb}X4&~_0
z6B;Phi(>!h=-lI({NF!5ks*gtip-&qA~}U=4pBKIbV7_#P9f*>`SeYvIfr7X9F~~n
ze3)a(`PgDHvuQ)j<}jx@^}9d6e?1=a*zWs&zwhgPU9Z>kwIwBTJL5kF$WbgEfljvl
zyPaDy-cDS8b4&bchy9f~`K;+4<a4EEKl_E;-LtIkgaG)vb6*?y$DW(!st%7@MB`XJ
zmN8L%lyY3%F-Ob_FvknVMj|HcmZn=xsGng78+L3Vkgj|_C-HKfR{Uu)gX?7G91SZY
z>n<TEW`Z~{fB*+*vgj?21lUW)hr1y+)8l016|M{XqMb-ziYXe#WKU#<-m_d|Es`q>
zwpuNI&u=_Nw;lwO>$B<T_e<C{gj7<5`n2h}#$P&BNl#6u_!i<bOet}eT#<b1c|*ny
zxY{iDNk1)@s_WmkdPp=$Q_;h734WmY?7Kka5|%kmwi(yY3HI=<kGIiTu>ac34qx1j
zUMvu!#-<j?tzlm&*A2N@Wh_n`{SOf2$A>;MERWN3mbWmP8!>Q*sathzxfdk2K6OdW
zut#jNF#*cO%1pSn!R0Qhv7#V)>vWSZVPe~?6i6~^hoc8EEJwR;nCyT1UvT@zelxy@
z5PC){@bd8a#+)IyX?W=vPF^P;-9#-&YE3ja$eY9ae3Fm<b=*QlO-&Hga|1;Y5lOav
z{IM92qMgCg3g|OS<Ftm7&E{M*pyr8@Omgp95ri$>^HdDHdjCiVcF>G7vq3s@9G+g-
z`fH)^)4t4VJ<<5l;nZJ-XkT)G1@DLsFy){H)`p5no?3fQCMViSjBTFDt`3BI3`81R
zIC^GF+_3#G$4ReyyW<~7$~M-+!6WCW&JX9kdKm$6{=}3}ftEFbgg-%()p<#>-J{Hd
zjC-uWbmgM?C^oudqa;ZY{<afc&2QOF6$jUfbI8#)W@Mv0_j0~zj6wGnV7-iuUqM_R
zE&cUua8-cS4Q8$-EsiJ>K2XWn^UWW92GB$?qYEYvBC@F=a3HXSTgaZ0nPRGU+1Wbb
z0a}8Aj-A+jI!>&v+b}wu0EU6SF2JLF5KS0YvW#m}0~pY4jSv3E@rvJwgDXgWCnfSk
zVgdC+>#?oR_~AFvvXp1GAO)h~MJ^X=N(V<z8RJLvi~%x9qp`Kk=CE$DXwhYZ9Yq&X
zP_;S_Tyf>X2Y=d67)W3`CQrH)gj5|HyS|7D-q=`>IU-<T5Y7`_60*UzYWAk;eP}R9
z(WHf9r~XnrzCp%FL`R@?yL&J}wvy^ycwKgB-IU?mb$E8-;OwpBBMi<DQs=s-&w;2r
z&4InJlvrGkh3u-u`wJh-Byj1L{i5}1VKNDVemp&3l*_uJnCX2VYdUFnrQJ-?v3l9E
zW`TYHKNQ;svJDHBJ(HZ9Ua}t|U9i%SVCe({Ni-%XXP2k0!IY2571;FlQZF&h0@}Bq
zH|o|*h4!xzce8UHeXqP;+eU>qeldDD(>^hBD0Rp&98MHXm-e16KO-*qXrt#IO9%@o
z@RIs&7hgA15r{jM)Iq|x-*GSek`~rk+3r@%sM}(b9rPx!K2?swEd{DRcFJ^L`k21#
zt%|V3ew&v<DlTPEX}>Qa)Wj4M8QIi(@rck$uNk<yVia3&SulJ!u-no;kzA(tVi;qc
ze~NZU53y<RR$|*;aVf+YA@g&|z_$XI=2u>5s?eDG{{G-kjfm70#vsXr0x*jkzz4+|
z-9uq6-Oel#&|SgU=Qa(9BUI@`r2Ee{#}mka7MO0%E$<l52}{e@+vbsN2iJ5k@R8k(
z-=lmD0XiA{pB?ru#;~D4l+f1*e^yZU?46%9=W|xiP61~#q@<q_s7EfGd4?0k$9kBV
z@y3jaug2GH)NkDe9H#*!qX8S@`eES!&7jP94!b)vjlxMRF=}b+{+aQKDG`a?T)R0d
zMaK8mvu41MD{3kcQ7uAIPLi5$5WDuIti7e&eI;znqS8roeL9*Q+i7RF6Pa%X4~2YY
zH*q%hJRV`8MIGvy-!h=o6gBOh8$GcYzW|b=(mznKhdXAJgy#Q3shsT?7DB`x#MHSi
zySvGK;>~={{`Ms!dc>e0T20+TL8;sU5F!&t@V_o^S2=pvJh}I<2U!jY>i8SE7wvKL
zvGcTncJvp(jq6V!H;)Nuw6+1DuuX~F5WUtN<!E1Dbo|L48BHE2xcrKddar_b87QGk
zgR0NH?|)DjEAf2xU`nN{`{T>I;nEwTl*q&%QB194BNCcG3gE$9>o$Fmu^Em~Q+W%Z
zb}&HjvRQQUxz?6<tzU0F2`9D)!a=(mmo0UeF`HU1TFlU%r~L&E9hLf<An7dyO=5k}
zK2C{7Y--taJ4`!J=wi;=!H1$55N8kICs|Ad9Tt|fp35C9J7SrYL?VtD0x15TH9z(E
zwCj|!l#O1dH}%3T1(6in;u8V5072M(zizzzXzHZ9ggyEbX&)OrSBfD8`x?cZE~Wu4
zX)C~Wcw@Av1<9_y{3FX|XaUM+&@<b)@S8ds=v6M)k{+`?ba$@-m<SJ=E~yTS7DQwt
zI&<`l@(cE&@Y(IVRvXQx?V)eWHxcaw%AwnGfpk@h^GW-Q>Acp@LV6wF;{r2@l@WaN
zK5j3p>R*XGQ4?`!dcN&5MH2Jl1w3epUqvKN83TvXl5u#S9NKN$b7>h1483D97V%NH
z9{ct3mtU~wca|TwxR#j~5r}e$2oNasJgwlG{L!f>RnDLnW|(%p^RMLsKDW)mhqTRJ
z4Bke&)H(`>Osuy6nUTs}Om~0Dj~)sY@uSZjTfondRB3-yV*H300}<BTbx`D0Ga%}l
zrS**IKf1Z3`vMa9;w;drnV_#_u$ML+p_7Qk3$;KM0@$~MgM)qfzL;LS#C6fUqiWd#
z-|1w!#LKoE4akVjyPxd*S}Y@qd3PP+L|NdH{I0qb=3MyJ?VM0>0M0>Kj}$QpV|VX*
ze#+VdKsH{xWWvOrKr}xdIbEdU#I}XnGZ&;$tCPJncimO(l2M=HyOPoWlm7NKL?$ER
zC_QmQd!-qhp#_M`tSj?deKIX;$RxL@DL{%DSXBSMK%X>F``Ex>ujP=z!zK8_XLj-1
z_Az^r`HxpJ);k*XB3$$QjAR~jEueh5c}KWrBR6G?KM{QLA7l@Vl;C&je)8sCf=vS7
z3vlw}2Gv-PZn*6^^pJm@y<nlG%u&yfWug2kW7@u`Mb+(Fg;Zawp6&8Gqrd@i;uu!1
zfgIr`=P;QTx%I7W*4uTgI;=N|UAf!`2)PKGy9iRoCj626^R&9boaZ(Q6;_TQP}m6P
zbEy1Ihj-(JMkW0pQ_s7Pu;bx@pnet8XNdqbACmGy9vb}}<$8LLzC_w$`OJj8t=q<)
zZ_2a=xOp9n?WYl*OWAvdX&v#k-2BE|DQYlE1S`(Z>m@)@sb0(zd`WyO=#O#_#a2SK
zIp;fiMAVAw$&v8720MCKyJNy$`QlJ0HfQr7e7}{W4reVd)TqK0^$wujQ49Yd_UCx%
z_J#Yh6B&<NCPiKyjmSp>Kv}=*zKD>lzqf8KlJgM%K+!ol7QXUs4PIFn2i*Ug+pX#=
ztJj!&c2hG9%T?vFZh!7aIV}*tqpo2KBHhM+j(Nx)k-)u&&pR!+-H7UeY|5ZA)PC#a
z1{4=FBz$*BwQZKUL?*tiA`}Rp*oh3m->7@ws`l!9VPr6I`z6dkRx-Z_>-gB-YQDyc
z@5OV(Y1(te+LV^#K&&f6ru1$w=!y2JR@yd>@KdkAe85~{Jg@o+77aYLtc~{2ImQz%
z&%H3;&wxVtL*U3Apmmk2{5sfjMsz;>fxNKVmFu0_)Pt^qRzclY58j5x;3`+<YO(v3
z2hJ{tt^e>2qf92vHLkimYPt$>dzDw(g+-PS)MeSX=qccu9na7Hd6XzHEnLn@3kWb?
zMeYSj|LTXlUbmUqW|RMc%=_BA9ITWhcQ+0+_mf2(2lIlKJ{HMrn{e`{@#;qSO#A7A
zW4;n+41kZo%0CP8!roi>|5}T4Ag~@JH(?y`bG`#LKZy*lJ_HdHY+5fRTn%*Jtl9Et
zb7f5auE5W)Q~0R3In9rhlZ6Nh2Qi)gdQk6T?Q84%kD5_ZxK4g!`45Y~C{bNd8uIM@
znpg~G5s$X|1Pmo#wzU=h{}?H}?te8e)iVrHX<x*Q#a}`KzeNh4;+M>N8)f5s;rLC$
zMIOLUemk9>-*nDDecC<4|8}7wZhdciueLr{&U@SJeXt|`uyEtOr-Q#U*U?VvZuNq}
zYtE2UjK%bV7X>ZNDSKYOCkI24=WMtrAYOaU$tp(HUhATv!oa7M;QHpaJlNEhJr-dZ
z(bNR&$aC{`*PaGHRo1)pwhK3Z-()c^KsQ{sb3|{v`_|SD{K#-H_-K2`Lm!G{+w2-L
zzzEFAd+Q3^H@Gdgd}Gpc^Kap`?0$p)&?5-+hpBIvvnNB`z^FzsI$k<bF#kns;OT4G
zA6>a8sVdL;4SOGM4f_FJeO+yKbB1bG(=+0j*MgVQp>;%gB+k>SsUFZ`b{yFL96(<=
z5+6U8zW!kmc_INV+9}$tf7$x(nnnw(DECf3>Qr)gFW2!ipSAg6Aq#1DrtVs3)$Cuj
zfHll{;Yx53wJ_lIfMw_8St6M<&c5NX_zX*F{@^VJYV(WZYC4g5?nz)`YhbMpEx}lC
zsNmg{@w2nFO|>(NUX}a(hs~xMZS>g?w*f0aPMff<+*LGXR4VsM>^3r62HLHfNp5ho
ze^9XrwB5Y--a;Vt_{5ah3y%Kjwm;B|B`YlY<T4p;84O3(0T%_n%G3@bMweuZ_B#iv
z+y_xW*ZkB#RG`U%ard<AvSS?=zA!r2`+N_pb6hoPS}>g5?A?jjSjKK|huB1J6vCIt
zlb&<6HNdK%mzCB(zQMl78J`)CM<Y~(3>NJZcJTLKC~w`hvXF?XZt-t)hYnj@i#@x?
z=Xr+U5VPltEo>pKtjM_#t`0a@G(B6emAo3>GOeOW4i%FH5{e{M;|mP_G|?R)X2BPJ
zKl}bg#7uJ(#^4f+*l%6u)j{!j3NH4OSDD)gIDMQRl2;YlMkbJU#S5RkvQ4PSU{JpB
zZ;00~5F`tVuos&4MubhnkliFJndN?{_;oS;_ao3=Z5iz>V>3teMw|JMkah*n;ibCf
z=0og3)CQ?I=zduGc;51E^e=qQW&Xsc`qor!j-=>4L9ZlVF^7sc83s}^rD+5qXel<O
zJ{<l;D8d41J@Tc2I<O5N@iMK)n_8N;>(k5rT1%d9$@7c!mAmd;`JMVvOl%>a*z6=h
z(iZ5l-TB6tzdI-=Vey3GBJ?gT5J__pgzj2JO5A@j5Yv3?V0a+3G<otPOKA(RP5lFD
z#5QhBMqMBFpA+E^xB9kLQ1Alfw3cAWrQuih$9oKXxooM4!$R!?ljg1TT>e9^-UpX5
zBU4*j54K}8CervzsOet)%R1md*9>&+^QXdct)|KqDNZWJ3SjMS@Qn<0JP`9PtT<G<
z_R!z{RC2ao6MG(6<KFNrNk@?46wR3|avE12y>01;@KTyd#ymh`-vd()^p3Bq^BBRJ
zRX?ZxzhP$uzS&187eT*>b#66|j-L1CRK>7*1vMgVA9KXpdDv1yP`$9M$I#sUtYVhp
z7Qw9Cc)poDuGy?I-#!dX*!~=vP8~!eF4Vh`>)>4K=cH$^E8#PdnFYmy(-5{R8YvSt
zt~8nYPH<@bG~_d}kAjuY9M;_X)ofugG_`ebW_D=l)7vbDGs4HGeWHDVy^SYOTaq-M
zX3s(gUEZtWU=L3wj;>`UZd=|}n-*xR`D}j7qWTjPp|t`5g}ZIQVAKTk=)-_ZUSu>m
z80}*gJZ5Gbl;{2bG)!8X4XNPy!N&z=T2siqv{Ou(QgtLX>&B9b_Q-$XG@hP(3xm(+
zQ`FbL_EAoYbwXwhX&`?*c<$6eK|}l8m?9m+2y0~&5sanh+sbzdtiuY7`(M3aRPuWn
zR}+$&3o_xuQSAj(uqgPW_Q;Wz32L{LbE=wb-ft0NdU_YXkFGX9&xmZ0G;OLx5u;xY
zQ&zO?A;3KpU;A3p8`z6Pi`@v3vTAF?*LiQ1Rnu<I-iwF}=c?!7EY*K$lk4et+?%Pi
zo_app=YhX-Cd*y6&^{mnnZ8|q^tQF5+{|u_R`PPoPf}{(`)J@s%#dSVZj@=@9!)2u
zot8bhe={L~Lq>LW5V~wa!|JKcs1(fJzWnk-b$)eJi?AAZOdPA5^N59k^6#mAV4}jP
z!R<}?TDjsaU!M)6w{JEqvUSJk>R}m^ZohG^X;?mZw(LicUqH-1P*lKl!-GF>DiCH(
zMQ`JgOl#TXR^H|CDNBiH0k38IT<@ig&7Vrd;eLCZd{LxVZth`AJGQ-d%PiTiMwr)$
zxDMEW!?{w6B(>>@3F-(-q1TlaF?WG}Z2hSEZ{deW0K<vu2)OZ2(QlUW>um=ZY`J!7
zt$J*7y|yy3Fw1clh?}QH2oT;->-=0jw352QovLU_J|;R*ts_TGAp}$dQn@(mcACm5
zZ;OcIrrqHbLFghemzd?CiLK9B@hU#B&cNF`x;yJC0o?~+ijY2LN>#FQb*zE+o)WoR
z+4guL98mm+bwc(#D7o{cYa-KQM`vc7LGY(CI?j4%C|Cxv7w6^cE|J#;Jp1I}Wpaj{
z!>yb7E*po~hS(*N&u~i5kK6^6THlF#aeUPxi^z>$P@FbJWQ3&AH|=Gk@Jap3==-I;
zIIuRNJ(R;po5CM)cFP~p77;YYj)FOQJGP1p73u>o3_E?8S1X~Yiz-l6ZGw!eBw<94
zjeruMJp;?!qZTTvbN-$-<fm$~bAg$-&~rOr)T$9ko=&WMjnvLa-Dt+*%)KkD7-9h>
zBNJqTWtSyvvBvo84UC<A)qNcRMySU1I5RQ5)+w1yP2daZlr#to$H=-$rv`96`8*h4
z*lkk^8s=6n0QK!PitS0j+IKu6_N~qJ=Pk`oiZ5a}V|VnLgNPF=!oy4EKXuahlSj+M
zE#OdnELTvkb|3b<?+H);n(&G3ljn1$R*zEsWl954$lbL9A@k@r?aiCaUBK1wqy2|>
zsLXp{o<%@!eq7qpI<2VH=T~Y(Ogia86A@2QKkV&YfNqVXoB#2udrX@eJ{DD!B=HWU
z8z!HL51_<v+f?5Vu|xY1BU>FS;6JD2s=uNtfqRNk1~5Z4F(VgBG%7ArK7+WY`Za0J
zTnRjo_z@p;g4Yk3wWNwhe_xezq5S8#9=~ykYKw#T1@y?wYv<g^J?nvHM^9LL=pOtc
z{yiu{)*aR#=IOd03SY>3W_Zc4{?uovjD*&u9vL2(Gq^A<cRerlxTh!2`e0ap89y(W
zQ&bGRb28OnIS^ZA<Dn!@SV_(?KVx3&Ibv#(;<XHLVzFieb*Z<TCa|YI9}qw7)2dP4
zJvx%cB&Wb$oxlz~#EkT~wdE!>*+kAC<;0m1#yMy4yZ@pt5Sn<Ne6@ZI7uD1pI=|@p
zr4E(x;z~PV^NX&U{uz52t%8rX)nZN1XQ56Jr=<goZj@16Y_fZ>d1!|*(eCjsMHkSK
z1=)gkJvxHd64M|aeYU2awd<|pyZ=CH*$0%mh@<}nQlh_1Ohvq*r{5`=utw%Dcsz4b
z$OxmOjzk+s&nEG%=ll}<lRU4WR!9Y<rtP;H>(C%6Em0pBefN>hVMN!d8933bE^?))
zx{eg6M+AVUhq&-op}W6=1&p-Cs6mg?g#Bg%6Y=t?&AM!P;6dzS<OHgy^lb%j^rHtG
zecv7!51PmzkMKYyP*us(&l=crk&f8rpX~_3Q)Q*XP5fs2{z+Ws!wJOS%bBOT1dr2>
z8yh74Rnr#h>l{}7fmyD;$UW~W^c*Cj1NlmY><@BtNUs$HSkxy^!4+dH|AB7Xmqqw)
zA$$R0=ERqgq2CPJxW+|4^NmYs-vdf)<2e%-kwK6X8Qh|P7}EY(x=Z@oYBdUHL0~-6
z#rY#Rv2!Hso@trfmzq7y&eM$OXIshrI3i(p|B#`x_xR5MF}lK4t?crtWe8<eh_irq
zaXP54N6Oc4)hPLbET{ORES(HvnU9pzN(-<v<m>D02oJi;6k&)SO0Ucb_1y&y*w`KC
zHs3Sm{0evcZ%0GzQz8Na0c3`2+@{EUZc<g?`KF{3r%l20Tmq9FV4Z;9T-*HGl#`RU
z_R?7nE%kt0lpYyqyU+U;sK#@a+A%4+)b8`Mwm#?Y@+i(<>{O%^N<pyj-jxmwT85(+
ztUBHD5`TbmathCH8wEjbKOr!{h_h}R790v5_lRE3Y89!)!@Z&rQNvTQcCiS%nhE{c
zi}iQEUru?XI)zCIO_B-K0nFM9^TY5<RNx=-1=2`{;&Vo-!X|xFXqkeL)Ndv0B{ALv
zdP!SkeO*Ld;{os!9RQa?@0RnQyjV)^^+v$f%Qn4-j9@5E^M9uDdv)s!8H&7ZQIqCW
zYFv2Q$#sH&hGZsJMx^E#_ZMK@cW~RxX04E!2GbdBx0!NF`tEW|Lrkj{@=rtBH`!+y
zr_P_u=}iL}$GqEI0#cy+-yp&Z9wo0ey=7882KZeg()@e5gl*y?2A!o|jQP@j+Qhu_
z!Xm1lZLa_$rKolR-BUZSe8ftVW=U-i8W~O&p%H<<Sc`<DAAW}2%rMhGDmUbLXje|(
z0crmg_W>K0Be(Oqj0!hPn>XyMHmrTk<Zi2v?Z#v?@C)eotk^gCE&6{HaoQ)Hk_Y%z
zeRHHUOmw*e(@}!aTA})9_hFLdI$CQAwbd@OxViX|f#GodH0j6TZ2Qv+8lO<v&G7o>
zL**<o);d#nu<Pi3WKK<JbgYnm;XY^TXq5To0L9``ZIKuo2V5qXKj2ITfjPMZiwWoF
z&BTg3g-`eHeSAklEr=~is9bZG;QbLYAjJ1&Y`o5u2=}5#J62Y1Sq`9If4`Rvln)zI
z|3I4N<sR$iWtOr6@`J=z1FF`#;SxLtlM?Gt31s?Cg5-_Q?z+HSu-XW;A*-^*&RNn(
zRg3xaALWceCt@<|er~^da!#{E3kV1xxMKU?hCY}oH+1xJmX4KLP4AF}Fr4)4IiD~7
zxcf`Pq%_T>f=98@In5$8>cd(Acr@YKDzW=*iK`;1U2ZZW#H+e~X{(1WfYAq<kV7$w
zeLtdoss}$>iK=_^addE1C*rwW(_8|$L4O4v<Wg{_Iyglgiqg}H{Io~5jm3Hq=*#B#
zH>Ub@2Pub!wlBk5{yyEo7tp}a6=)Q_cv2o!sOh&H|I#_Z0DwvxNFPS4MELl>Q(#Ux
z+cT$%vB8UYCDiVEQQT3F0YzP<ogmZFUEqVTmB^FfK-xgFP>L3N+^QJroOIvpxB)E5
zgm$7JfJdT7lRuJ|i#zzT;P`NOXOF#mHnmhdvG-(2D`CDl$Xh=fw-MokWRlt(b2fcP
zqx@b$1jrYkob+4bbwG29^#)7b81)wOG)Y^r)_&>N6?+qA?Ca`lKc|Y~v{JO)I?Q3$
zVuD-i)PQ$oJGEhCHQ6EbW{=#v@-<XuyG$B4FXBbz4X3Ed&&O~Xf{Q%R$0;pkGNmzF
zP-$e<Zmu^rvTiDJlUc}S=I>&(V}T|Td;7wk!7a8W=!l*2th5V~nqUY7uUXFakEtnw
zzITUIUhnqr00HUiFQobZl;}A;uHLKN-_^|tsYuq%05AxS6VKaK_9@c#%CLvC7V}K)
zyF3C3`Y%{ddRUUY(ylzRC@NBNpZV9%(z!!1Yih<UwzEC6o=G4no^%B$fU%u&=|V$w
zcicTX&V_G^ad~qEZ_)gEj@1P=^gqB!T?8e@eU}7vKRlq0F2tu?qSp~}5Y6GlS+ciQ
z$lXHV^Cr$l`$$}1GTKkB?O77LIVEs;h>=d?1b<xIzWud3GLk>P!_PoM^*$LFQ@FYp
zwA6f|GWV7uP;DsFnd=u)ZmIdOG+oMdUiW;2g}SfuTj;HdEr1?UpHc|~Q2Gc-S0%jT
z@C07gN^3yAI(F4=b92h3hUGg6<R`^C(f|Nc{b{vxU61p5sj%xZzIXUfEtH-ryk{!q
zr8lP#8om6u3RN%-IRh>gq@skf^euo!@z1{%%lJvV-DgdOfMlDz>z#{HkD``|cS4~$
zfur?C4}-xgPA&=jo>YG~1+>1}ei2$H2^J6Do9r;+L~BQB&DoU$lO!VTSF}i`>EDSV
z$5_H4ADdkNzp)P)_Zx{Us{gmy1~tJDp}aW#JFMIW-?Npsk2BjZ9x9=qIst!4MTDOU
zDETzC$K1!vXWX~M)or@4;K0oYVQg>donHObj9xK)R0LAtnr-UQFOL*1_AfYTz9zG{
z7gh6)wTBr%f^2Vqeh=Glr6Vc3G%xdFJbi9v%p8q}w<@`?u`4(Kq7ldOyAg{A!Ne-k
zQm(@99Uq!(p3vJKh2PM*7h-!&y<0TN7S^#pbRs?O=A4-@kfeU(I=IwwrgvC9L0d=p
zj&QY^nQaK8AGg_HROn{+!;nlEA^3KzE8X}OK_y+y{E_1})87L#p~MxV;*qf({)>ow
zjHBm+o1!XNB7qGuoDDt{O<vBzoCKbcJ5ObstQhNm8FQcR6H0UIFsYv8%>!>N=@&~}
z+;$^dDLCVdLTs3z=x5Ph9e2*M1*9`~orbus;hyK<8;(O^!0^0)l44ek?6vmKt`q;j
znXR#K2i=)u-FYgiP!o_a?hp3qSRQ6OK1s$k$lq~|2dwb+f+2}L(ysQl{f#^!DX6s+
z@x+Xf6h8xMBI-#EZpLCS##FyhBgbJmcRXu=*Z04L^uo;d&pE%Ip(9c&r@3MUr`_Ex
z9!YJRE+PZkC%5xn|M2M#tVz!v4v8~e>?5XJJ8sPVb?#n64!H!F{nTMG6_tJ2l4=vc
zKEAmt(XjQlzFP5PSLNUFJk^35oV|TO1P0HaCWe+ti|zL$H4ztZXz;y+BIq=@zqJ}l
z{j4~7Nhz58voGdSrOO@$etTlzcV+4>uumTNMoL`O)A%L)^um=N4ZJ6KJ1*NVG;pm$
zb&`5Y1D7}6>wK#IY^&*vevq^jNC*ISJ2=-uev<|+bRBrjOY8+S;yeQNtN?;w&M*)R
zzxH#9YMIi%X8P#cGC55Uqz#D;PQ_zyyrvY7QOr`a^zQ!_GYn{<eq7S>MgYMj6zl%2
z`hTD-Qr$W(R&juITREpF*HqVWlZ{jE8eCS=Fw<6c#yvFbL#jf>ASjOXU(PIw%`u5L
zb``!{Lm8(MPr8R_#(e>76JJw|mNz)##=ZKqmB*%*4)b7`%d}n3`TM@4*8fT_ukfdp
zBZ0qK;Gus6V9S<%eI93*&l!b$cH)r@I`@blMU_u~y?)F*ggGpHs-kJSy;(Y`2js22
zWT9C&J0eYkQ13&UJrBtFnZAVmy1IrJ+IE0A9}{guDk@+8nofx`;py}q#MRUZPEZ6z
zQ(F8}6hn;(6+Xqn_Q;ITqQX4s08!xxl(IC1;s+fX5IXyYl;6O@yJA2294JTn4)qqZ
z>j{T~g#aj!Kjn$8^Mhk@?F9ppe|V;CAPak~&3niFQ?9REscqGY7~;QI#4Q&xdtG`#
zjIj+TW-q3BX;Vs@np~rI^;h7ugJ0uy2n0RLb}|yXa@c@()XziDlEoZ%0=KJEYtaMi
zs^GLxj*f1<zay48NOzGpW%f7DFca0Y9FYD=f6t_k2aKV8v>|2ov(|6RW?;mXh}t%9
zjZ?UCrIWPbe47{mP`Y1F51sLJ6u(keuFd#Uf06ki$yK1UTaX)Qu}gjkEKnSgPWB-V
ztS9p7`Msmit{74Z^U`AMkE{6^fC2$Pwa*piNa+^*V9atpi=EvX`{;9RyYC1v(!Vei
zt$ZWT{?}O#@C+Ao2A*-lr67`85Y82Sp{nUukSYK7lNlC|D$V%!zjN!W@?GO#aiG@W
z*@535<Y!lIE$)xm;H+C$+&{Gf@jiwH7qZM_DTl43)}UXz;Ep!2QKGr)FF=rYB(3s)
z+;3!&-i&eh=j8wk)ju*lxz8tVs-;oq`9-t)+(6i&)YjfjiaS*Ps9m|&d*9MSZx8gt
ztno@z4sI|DSM;(t3w!W%Z+E}dy#3XE;}4`hiRaX-{6keyLqj8bh$4T<{A>OQ|3C0(
zv-{6qrqiCly%ehqP2^%8{Em+^c7lq~?|mN$ZCLbL#MjleHX)LW_m}FZ@-FQq2Qg@m
zkM!(@v1hh+V0N5%$CL^9sn`O_Ii<tDAZnt=IQs|ca>hmE@x1j}11G>gN98brrM#0R
zR5az?h676}^B;(qXX)xy7kDfrcA`C&j5P-;>(^()p1p(543@l4Kpx6$a7C_-M9c=^
z;srWc7o3od;(4J?0BeydHWITV5phYwtGL-WrcB?eWPIDYtyzW-P(agn53X!mhhB}2
z{b47!K5eXSVk2AeBWYAOjN()f2HKoW($J8&PkNZ#9~Xr)-D_9$PoWPuVRf9`pQ~z8
zwh1F6w+<9H>8q=Irdz<ui7k!Pii^2StjmQjd2GQG-gNfyL%&fjLZ@K<S>WV4R!Miw
zl{wA1B8Sd_i`vkR5izl;BG$r(N)e3<nGV@)-o}oKS8=v5;?2<e->p)r51SXawdgws
zZ_xB+H*8Q;J#v5Yn|o>_kj)a!jEkl&#<N17>pY0~+9{S9>GZf^ZJ2UxLH1cp1Qo0;
zf5IH?;T0P?t}Ey3pd1>hZHlWO##a7#O4w}J^qC5eR=<#U>M=t6-6Iuy|0ErV`)Gn?
z%rU`f!W;V?`u&u_LQPw^hpfyA6b-Vl)PpR{ONq0Rttb+SwV0@`KhVZZtlKpy+56Yh
zmYMCdgbg5OJ@RrcKD@mpTbG7pb|`hn_};%hqEkPOVqo)p+LTNh<VrIKx_mF2cF4^4
z_JGA}Qu4#ah64I)gR@o$zN?J3)c3ZGfx3zj!+aA9!ePBJe#<K~^3|~whad58eWtHZ
z8|&kLxg*c6lKJ)>Ub!~BiE?c?D&yaIC}|m>4RKG<6`bLHaw@<1A81c&{b%1K86Hu9
zy40-+WI+JQw;wkyM<^y%rKirYTUFCDQ?A8X%0|yTJmHWU&;0Xi<F|{={hyzQ=OL)M
zJSb=bEUzC~7^9FSH|AU4%9z=+i-kJi>SXXmrgfo8`V^&@n0&|lCIQ&DoB(^(<_G*7
zFQ28yePq+p6Kk_KWJ2#Du))q}zdO#eu5r`0A9pBrohWESZAw3808&q~dC1I6_5>-@
zBg%SdOLYg4y31l7vib^dq=$$OmS2m5OPBlVoItvVSg62Qz1kRGv7HPFjfF=^jHb(7
z9Pw1BBuZ6xn1dF*^rrP~d+|Te@S+yMvChZ#t+3BO&_v<S4Fdf4YYA<!t<UM21+sEs
zpfgNW)B?H`xVh@ye_kz!UZP#R{H}Mhr{9QY+ebCN33v9J^;{Gw)^R6fqi!?hbyu><
zh048{Lc;VOx$%XC$NZ!D8(Kq64eFXkF;PB?<2AzuqS}WF1rif^Gzj`Vvdjo93ut#N
zv|KVt{u$q;z$a3-EH);vtWW~poi4r+x?G|V0IXw&HpjvY-4~s^N4g}6x6iBV&B@tk
zJOE+W+%tG|R}HtGjbr(iK6$x_znoUV^y-Gh<GJE%bOO_VeIEHfF|1%on$m5-D(P$l
zq!yNvEsgRo0rCt7srkx-vt|un4E%9s2B<5eqE}4xgC9X$UjSqIgyJVny~-z?rBtT7
zeES!^k~(`wIQ0#q%_APNF5b>6!2!JG7{a)t4O(sfCnJ0_V1Z$u*|3P-+;;GCUXUWn
z7>C!2!#{HfU&_#VzF3$e8)soG*;<pDT_5XN_PtF=^+dv?FKPopigaJ^DOG%-SgsHT
z1R%F(=Mv4fNlN2XOsWq??t#!n)BlR4`4?L?Q%fh+O-8Hw+$=zycL#bPl1;q_*Gv8!
zvq`l|H@g_U?=IRm)g)861!Zcvf5noj_nEDt7na8f)R@*OTwD6)@BLWuth;ZQv)Zvg
z$pP-wQ8HCtlQe}hU_XvWW%67nM(l-!q-hZa3cwWc5~nez^f#EKM6Y)vf_K=II!Xw(
zA1-mr8*6ZHJH)LNkv3;0Xy}}8g_{e$^!-$$HS`Oj=~!vjx2S;}m!q0Bm#E^6Vs4Z*
zmX`gInMA7B$+9pXC$TqNmw_SuSH2T}O?rFufe@hx=zAr2HK2*UFp;kj3WVHev^M2P
zJkznOYsa*k?YFHY?Yma|@p?XRQBCCpw*Pxz1}rh<J=K3%T;%7z$*N*c+3+1<6Wk%&
zJ~3PLz6vi`Dzc5KO=nK@{6cCww=vq~yzk?Uy{2{pgH0$!|3lgp0)86s$3He_&Ya0O
zV?AT_e&CV<M_*r`On#5FWQ>z;d2wTvN*4dJnu<f}bidOAnB(iCf})R*)7Z4{R{3Tn
z^`yNRU#u;{CM2qjaZNR0J~GyZy|^P+KmB@f9RTYbIW_lArH4zPWmV8*a|vd1b4-HL
z_;~-8i8eTm-g7j@W~=M?^=b2f`jWc#;<|sJzRb348$4Vo95`&p&mBZh(92$U_)M@2
zZExz#i8Y2ue-$7|BPF?w9`c{;oN!RP^Xzv_u=qH5=BSb7y~5^V|4bmIQrc33tY)@b
zvr?LhYp{OR0D$4<@s9JkK{9FeDitPH-%>==IC?li3BM7%?5|;qKIV{Fqf?jI4iANl
zX#Bwg{DHsXM-$CR>xWt7?7hV?QaP#J{R(;fze176<?*<yt2VJQNrzRF`c}|jO7NOf
z0#qR1OZT+f{hs-AHZYq}S{60#wyGFa@5l2yB}K8Z<j|OU>x?$$7X8V%R%<;w2q0Xw
zD*XlU3dXW|mLyUf+e!1i4VO^M5x`fJpiKo^Ez1JVW7~CQlI#W8QCMICk5l6oXx#vO
zX0Rj#i$&De5O5I=is(TsCXZfi?MT=x0=h7E6nhVOrT&W#JJpUD-1Q5XnSrC?QSKk5
ztyd<$EqswQJ%*$S>xPL*LnJj*uXiAGqsoH;%{8_>B%)zr>5@Z0X$5dLiiMNkdTCcI
zq&#|Q>+IAw|M>R$^jCRKCJ>q`S%)cyGaESh3@(3wKp-j<CsvPy8u(zXSRpXDtuVv7
zelM74R6jA<uLHb19LMW6S~p-Locp$#CyE2w*PeAHe9Q^q)|PM1(3aA=fzahWK6B10
z#9#Vb*0IJ2XH-m4?zc+e{97TIQj$&{-76#}2KTdPyy#Qxe9Q;)$kMB?N6=C$QtEyZ
zr>L;C1`p_xo-0)<@{-ScKWoi{8GJ!wCuhdB0I>90<9a}7h|bLw_y2lF=tz$*zTQ`8
zb@POr-&p$kVROh;=ZrpEL+O|6xUa2#93!Ch{%KUeG)4Q%>JY^7d^1w55;$gc`%Tg_
zJC`iaHTO)QwXm@VO)zX8f&CV{KPFX`+&aFv8>7EEai^u)uJ=0|9-2B+Z)+i1)(1*>
z7&TMO04GeUO)b0Jg=rdtB%jA~egJb+L)nE@&>v4q(8?RkTvlD%2I*JypM22>;95;I
zGor1!jmvbxFC2a8=h$dXmCrDcmnmEDeKMc@7!vu&M_7LF4X*I*l`u}}G(i<LXfGS?
z-Q8*#nlrElDCaxjimfLREX1%rVUx(LpO2ns*{Z(!XG$)*SW3xYm`7H))yT>~l${9i
zvk{2AKFDJ#n)Xd+bFazXY5kgClc-E))~V>n{jf!Vvthp9$|T@#J#i4#r>`A0!+hRb
z$DSOZy}fy{h(;0Cf63WXI>*MH_~raY*kg_3g0$@adb!+@s$iX1o{?t@bDVP;HQ#TW
z6GKbeyz6!~8|Wk*k_cgU<siJRL6xav`(@xK8R{l|Ed{;;i9?IQnikW^+T!=^?8?8c
zKZK|+Q{@bF{0j|@)XAUuyl%ajSoC4G`fQMgJWAT|Hr^vu!0XR(VuiN5V$t(MX#ExD
zq&BJPx}QyDK*TB>Ymb6tbgy@Rt)Kp+=cnnP-N{kYfLu8D;trBV8H3!9Fkt(R!DbFC
zb<bq)_v>NMn{$VDTQztuOvQOtw#kn^8HH8a!Ur9vxZB8#Yn1IHX!~1@H;3odzCTMX
z;#@~@be%r7JRPJ^5wJ_G_SB>wMAP2~)!^nrBKEj|x>axKFlEZ2F7<{iGvyDYo-Zm+
zWEdoyqW^NOlhgOJh&-`<BK%U5ac`2QAct#*WU>1I6@1RLNA{tyh+=V$>$XM_tJ)0i
zNn=ha|Goj7q#R-?7iQX|l9sMZUYySO&h`fx>~$qX^KJe$;YxXK^XPlw`J=Qi<-H%A
z0~ul?xAYJ^I?kg=D#ZL|)*R8-L~(y5xZ#I8x(m^*3k0AIj5}7HTdjKuRc#omr9e*h
zL44@lqw2k|z%I8UhcJc1C3{dKn8Q-s$p3)C6?L2g7ANa;w@N*^sU5ez6JvLw1ta1;
z=ec!hW&j9Y*<QpX_<}v~k8Au{v5)`=wXG{Y<GL*5<Y?lE!qnn#>LA<F9{M;=RIoM1
zp-8^)?Gg0^o<HcK*0#fug`mvjZ9II2+4?_ap!ejs(vZa}U2P@~RlTD*!}5-GYlAky
z^D@M;*|iX=L%MBuREv-7<-BXzV9*AI6XkcE%3byZEv`7ZNNnD;wrQ}6EVpAAS0w@c
z4@>-REA}~nNt`LI7P&bklBM_L+QP2_wKMHf2u0iAxuposlsNv!-I^IO_Uirx`bWfi
z&H%Wg#n!B?Jxs{9^-i9(P&uZ(vT&8uW_kPWj_<u>Q};J+qDP;7mby5tt$STA5>gZb
z3CeEnS8M1UYZJ|$3H4KL+yoyrirCOS+>)}x54f}81Bl#!CL{7mGgl)epd6eioY*P<
zv~=s`H$Pf~K!WAWFc?&>y6o2|0~Hxl`WgQGt`Cjpmte$KJ`RZUz%aMoN&p8e`blwK
zGhu%>n(-qjYMMMaA^9Wduzdi%f%J0ZBO%_xUltkmczD0l`Kqh_%NZ}F!YT8bQSo5#
z5n=A(UfhXzg2W5XEGop+gz~V(Y@UoIhvaWfY`-BCC8d~FkBehqv5s?e?-i_)P@<J>
zu~X&kj5D67x$9K4*yEIUosd;y=P##TO1#{&1j!_6Uw#;%nwYrbyjN^}s=VLg8grsB
zpn>Y;J#eMWR9DVIHI@(wK)UlbRf_P!{GTs1R%r|5Nbu+i!uiDkh@t(0n35OeOL6<a
zcH0{5xY>z5FziuEm>50jsG-ljH?8A2bFsR1_v@I%>haQdACFCu2^(Ac5vPmlY#zsb
z33n3e_Y<=;NJOf!mQ_)1pY!Idyw|;%>?jvT4-~Y{NjZ$7J-8pq@??Brg#t6aBe->M
zuV|MbBGB&-{p(So`i!qsGt~!(3|;Q!oFgH<5lzhBq8g~?_$$v-7FcQl$Ata%x_??4
zLLycpQpB%#DeWK9a^}1vo;HkmFjs(;_z$F4^6K)e%$(Kw07O{l$84UiwtT6P{;RmX
z>2dgMt?K3F6J}`v*Y67Iu5%lif(La9wDdi$6gWoKr*0B%7EEb2+4#~e*BeOlvh^wl
z__J$GW+w|`rxr)qE`?4J42`P+$G;1FvHE?X3!vD);96B5mAW@+pr8TCuVggjR}%h#
zp5;|9q)Z_1-9GV?EWZt3+4~0)cEw|8uR2~)ryKPUp+}`RrNY*){}pGhbzBHz-mdx`
zW5vaG*#HvA`nUwpUwfK*HTY^v+{mPb=-4w}j%M(g<RVX0P&Ixxmf(1W;c(8*Fi=|V
z4QHC)Bkc76)q<E}$-tq{KFHV8Om-L%$WH0m>(W_E0~~p;th4fB$16$A9zMANt-3!h
zlurUQ`K)%0V06Y3R-irU$@{2I$p7ZxG^*%dL3N_vu;u5y9$0-qQrapA?Dx3)jP^7S
zR{}@xvyHp3IQ1;goCu&2mD`5Zt~C4XdH5V>9O$!vBgHuS<qSCdNVvzji{g)+8<YCP
zO;$R^9Ir#AY1<*oVrp}0U{jM0DB^&RIl`GZe?@it@slqOu&w<NI<B>1cduc`2Wqqz
z>-h7qPG`1FV%oIB=py%z84;dg!&F=cFhB+5&MmtMEzVhdo$*exQa^r6<+Q=E+pnO~
z3vzD?6+-JrfUjlE+VOV7#)f++s%)v^cbD3gBFMwT3+WC~V)?}^%&bb(<oa4;oT*Nb
zPLggwfThfQ&sV+4GjmqpQu~vA555+dib26(=>@5<T+)+;=!n=ZVtosF)=q9HY)0Z}
z!zTU^JROE<?~=HuA{M~Ny3FloF{k5nvO_1L3|t=_Gk^7I_Yg+hk5kZp1pHOTZ;NfP
zxb6L9LEas+zdJ(?Ap%OXyf^pce|P=A9UjbVztQKTCuLFf$~FfC)(5VY`_VX={EBPA
zeY$*vPe2D<T~p65KueHkW+-tn!K4#lu^5PWov^;W7J-Xq*y`m?!p&{226<#IQzHSH
z_Ck?Pr7!5+Hm5WnFUR}cg4e)Ie^Cmd&1bri_4CeH_H=}n73XKDMA$I=w;-)j(ew`_
zbIy~b7d5P}2n~PwbNsvr)C0YV-j`Y;u!xQ?CNic?YmGx}t1*p|22@!HQ#zfTpg1P;
z)4j%RN=qpJcI6+7P(LWWf9-dcX!p}HM8JH_%)viU%dXcaZ<v=$e&x@gGCXm=y|UpT
z$lGbLKqzTSCE=SUC4+AvfC|olCFr)f(hDMzGEBC4MHRBezf!>;!Lm+KjbeZO(4b4h
zSL#gl-|RLMVv@UeiEvgx-T5pihOmJJ&O(Qv?6VrJ<zO!pdq8j=;3sGl8Z0k=$jvi+
z``4PMl26(EE!idowJ&Ox@{;*C;{x{|=_*K`_n)xzcFbxjG<)`Ed?Q--N7Hil(0`kL
zAla%NkY*lldngz9)t4&?I@N*PEwmU618cl&gXR)=o@CsI3e0I9b8&GAq9qb`0G!_a
zGV5FqAMC=4ktV)vC|rY;-TxN23v)!;Ox_YX?14E>uJZD^r_(O%u`6l@y}i;WvcQl6
zON^HJM4bS_@haTd`vk|$8Mv!~LO6AflAxZR5_#65g+jEvb?CcdZo7h+_?atJV`g5s
z$-epzbZT(2jb|tFo|61zaXit(HO1{Amp4@BU<QVYM9$-sB<c4X*2lb$yyqDnS5ONd
zo(bG{hOCmf{bcCDWp$Mk^r<N?pQ(-8n&jN^WoIHV(^?^XT-bK3=}!8Z$>)F_z`Yk#
zZ<P40$b<!^7ku9nu6TVDBSkv84dS4J6M<?I+9zQw|9Z$-ftaP2>O+684{z6fmihPj
z@?+wEyKaH+g0D~}r69-s60a{5S@YPTi$8FEi{>ry5A=o@9C>x(f~J*=p^az#88?;d
z-F*8Wo`VZoSU=$14>L0Z$dS(~cUR`~V*6|H4<?P5vGm>cr7fM{HsM7gD$ho`Z2|-e
zL{bwwx&^NV;yF_v<xZIVVj5!lvpOZz8F+cf$%Jdc#cNi<xRqEO!OYeRQ<*<iN1yE8
z0?u6RF?kGH`|9VQYQEZ&r#U^Wo=~MX^i_JOgvtPaMB#;>-&Om1r-Y!|j(PE;tAW2$
z8m~rs0w{y*+~^_LmHrh6Oi4wKqV8Lldh+gmyZ8#ee}2c{Q*%O@v`pIFl(5;RC2epi
z_iO=D5kL3bu*M1O{o~9z!Rye@B_6Pc40H-ww)?|D+Z9_na%&E=j48p}%>6W2rnYaQ
zu{qS(oa}~9l1Pl>xh-(7z?IFtX<<`<^a9!HvFBJkbGN&3s)_w_s>nkokXt;gqZeVk
z-R5Krw#57jF<*&pS^2c$onu@{K9y7Tx;2}ev~>_eUtSKch~*9H?O#s1KYaaexON9r
z=A(|*v*5pKXX@T<aLv7<urekcirp&($F&!jiTSvsLfdjh*b3IVdGRl;qPcb|=liQH
zsL`Tgtohb*9b*BHloIqlGjQUA!}loE=gWK`1J19$U4uH3UKJ@|wu%_2<6bT8pfgUj
z?><Klf(Mduy69zj@QR~vziw0(krD2o5#!;P@`a4IJd_%F*bG6%fa_kX48`#wD<46;
z1;`D9MlkM}j@OHJVrSK>iefaMJ3rS31&_!m{4Wx!{r9F(Z3WIYMnbZ+C|t=q6jMB>
zI0saYn94mieAh03yqfSkN899-Z~!h$);WEBRprzIdb^1}8l8`x=9PRPXcj+w-C-ev
zmrF(Ft3XN<Mz_RFH<t3ZWuHOx+PtkK3V7;R#L|Q89;x6}mihGeTLmVv`-x?o+Ef`2
zsk@|b`NoV<Q<mEEqkd*bcsSl_nsgh!@K3oW`A)RyiGuAOi9Dpe(oi(1aYoEG;Qjh7
zp!O?a>n-GKbum;!^~4o~nCp?gO85`o0F}`u*VZ;XC+vx-1AF>mT8C*P1S08YI;FR!
z<E~LrC8FF$SgCJ^O@3}`7;p11bcwv?dlOK4AxM?s%Y{Ng8-B52QT5I&DI9Vg4S{e=
z845Kr-0%9ps#t>Bpw)-lvZ!RVynZMomrNYqo0OkBAg~(LHj%F0vKfW$XQ~eiH_`oo
zoOW6~j9Xw@?0D+itWMBulO!=-qU|rmU8ZVE%=y@JHdJ<D=Q=0n;Sqg~B~{6(lG>2S
z2m~n#mEqg(dy{CHA#n!Kc4>XtuvZV06EPZ((jsvc1n@4aAB=`^CE{gm{2n@0mxse&
z3~~!<QyYglL;>ukl!KL9iOA1A*gw!UhuG%jT}+6_cl)p8eVil9aRSY${6A|A{&R0D
zZDjBOh@3-$o167JaQf=gA2&YyefSTAL#Y6<(I_C>^Zu8IbEd69%sQe&z0Zmlj2_lk
zMoW23{x3RRGNSni1NQOU>%!IygWkS{vBvHQE$F$bX@;<i8q%jrB<d8^L#C1k_5!m1
zVUr&7)5oT*aDJD8CAps|$*i5ywQ9%W*JHA0M_xpAN7vH=c&+3`y8{fwAeR`!VYDYW
zS=FXgnGnC(2agdU%wx;E!;$-KjcO%Y;*N)seE{eXSU}R-5y0jJY>2&o^1fkIy39pK
zxH41txVa##zSt+6&L2dkdJ^N#_)lw{NF;d3B9T(>3JGljd$%*{n`3f4SUyurM6byI
z6$#|70RJUtlaTtRQ&Aj<8S5{K8b*Dl1ozybq5Qw0sJY8BkMwqu?_OlTi{s`tIJXx#
zBA@!K&M@CpQHwZI><g$EG_kGY<E3LEXkx4~eRVm|l)}&zRsWX0?1<~8h}fSP=8zE>
zO^I6-Px++zXi9~<``bKp_sA(MwFj~bQXMj1T8Uj>jLm4aj19fzes1q}$T(1CEV4Qs
zc|F!t9M5ssUl^D7>+R#?=A{Wk*-1t!92hsZu&Q&9B?p6sxu=DB8JUIeT&TZjw*d%F
z-+pD`mw7mIf9`zKVuM>dmeodH?S_Sg^u5mHxv$@7L7H}lq-iT=rg0mt2j;g9%ewL1
zt5$7LN)Vg_QK8e(-MU&%iWb*q7#`cYyN*8Ib~7_f4Aw*Nzgw?-0|of9tbc?wOrC%z
zgeLVqQEA$g2Sipk^l!vzz0V+r{O%rqupJS{&A~{FyRN(1f*dyz2F4_zRALZz%%Q{u
zwH#>zbOx|=XO1XECmbm5`|rthm0nJrz`|yIep(<(fbEkmmgbAh@8G;dad}Sv<=QHA
zkCFUVp*Dk##^U7WCQK0o#FF(-<^1s%h{9F<*+ZKM@6}5?FSx7tZpg228Yd51n#TwB
zZ@VE6t}}VDYNL#vDQVWJFV)5kGTQR~5PyO|FKvS+3<yvr*Ai0CGZrS5Td%fEM=EI-
zrIg?IHYeKv=6V2VpLFN%zG<*T*XNh0l@T|P?}E;Hfc`tGA0|@bf>@h}%yeU)tWOuH
zg|;cmJIv8L^3&P;2f(0h7tFR}U2?>1__7go=f9LU9C*b5t}+749aR(l?(PR+zL#qm
zyr4MUP@%WZVq7Qi$NomFyjaedHa_cZ0bk*k0kkB7?;hh5M0eNlXHf&Q_<F()oUK(d
zG4vx`S+hjQ4V8JAv$;zyo3B>&eWwo=jY^4DFMLbOmf)adPD>msKl8kQzxPq#xn-#J
zW0Ze}Ix&g1Ut0HbmmaIMyW#a|a*38-htqxwq}^lbHR^h|5ZC#NT}35T92FC$AugL>
zU0u(SwJWo8v;%x*oRQdVs?HHWk0rJtDkG7dgD>4J`EPsEaKn~Gt?VAQ{dxJ~$-6kY
zEy`z^l>pV>o17^T?r3<7ZMvZ*#rC?w;I+);A{o%Ck?wWs9O?FeYg_w5wDp7sne_9p
zWY3rY`12j#C10!VXCvm|+U&JoE;M14@J?7{*8G`1U-fx0a0U-71bCXL@%S`Op+IZq
zN_6`$i81C8O?D3{x#e*XeAwm;Xa}HsA4Oh?X&bNt<Agw&qk?h4bSrUzzO<?-)y`dK
zpnI*AePB~KVyWN0dhML#JzM~{ped9%Q@DMdLzFqJ6{H*AL%5o;jls2B()Wk1@ZEvE
z7Zn!N5*kf8Xdm_{ulYZY&OM&#_kZJa$Rvl-0hvQlLgY})nfm0Aq7!mfNRq?mFy}cG
z9hg(7%v6+|wj76Hl+0NSi<yzloQ515rr-Pf``bTz*uDFH9j@znG0#}ZwetxVkY8H+
zJ0N>@cE1mQ#VV2x)nInbmIW12wh9<p6ig_yk03R!H^UPN3jds|s}fs~NxczCYqo+d
z4x@WhGuHCIt1<WTlHeAm`X~W0_xsncv)5Mp>xJ6{`D9rIx4P!-5HY&DyCxW_kpu%;
zHqQ<Dx=Qjj)V-5VR5$B4H9R_SJxCO0CCmP<a<7g?SC>RX&ao6V7GnN^H2uBt^8lQ-
zPfcw*9S~M8?!DMb?U#&S&v*+}${NmQO#K7RbVr>`l4@#_`DQ{u%WCQI$M<VeWH=i|
zpL$l8D*lFzO#-xXgU3oX);nterpVbWKE>ep_^$w|peEiRfF!H1s+y@?*Q6!+^Y!%u
zZTz6f=o#pMfoYq9TomeaiIU9d==x$vV~7nq3Wse(_p8qXciEL|dO3Ph!Re0XQmgg7
z$+LT}S#{P3z0cACx9)148h4NnGS@^+Wa=>jl(NvaD!yls7wkd{$Ju8$7N|B0?eKYS
z1Tt&CR`-s*H>gYA_)|RigA!CvMi5Hdw!PEYe&(0)A?@g%%pk;lAXmI(Aol4N?QU&m
z%Q$l0YIA(?ZX;ePilE1EpzKgLbf~w(>^lxh@gESjx*O0OoY`zLW}-1~r{<}92XH%J
zZGP&_M4?yVnzPCSp9NXRU%q16kBmjA*KMr1QY_%&_5?uu-r{=WUg$wPT9QUE9?Ge*
zk@T8=0Sp_BB9v;~f7Z~A?~T2+G%?UZV+HxqGjbZ>Oc2XR8#6aJOZ1O!Y={VR9{ZfP
znYOs*zUsgkQ|nW8YUCi=myW*x`~pJ3^8>W`4vRq;^--e;@z-U}17P%<m65{OVPpVK
zJMIBQw^sHx0dIq|D=uTN+3fZ2_;CXO5xvUEhc85HCjT1}Qww@Kp#k-lBHc>CE8yhe
zem1|`FO$0L9P~OyBs*-oY2l2p)^Y7`zjJlcG6MJAM=KVn%~<~)>9PMY=vEi(k;z;3
z+ss65LiDFA(X9#Lix@((;Tnv5srbQAL|^0O#iowJ__%{|?NAdp4Wnwi-tr}2P47fA
zl4)5i#N1}O#S(G-|3GT4wHIrE<h(~ezeJSZwJbD{cy=?KrI6O7iP1-f2t_+RMJk`V
ze8D8-@LLc@b3p!2{GNO!RBBIso(RyEYZ~_#M#oQ*#B*|hDPJIQ`IX~f2&>*?t}@Q*
z_9q9u4H?S?(Z~cb!;^Cx*3U2STF7f|2*rA~DQrRj0#oh)O`wW-mm9l{bblS{)+~h|
z1%OZ+TqB(||KO|tK$dTxRUf8nK0(8K$7G-KY8aW$V`85Ij~n8~Bfbbh0nx+eP>*I1
zyMH;n6SUPzF16Zp$4${T7Q44JvK^s-dD;CLrH~`U`i|d^(jBABjsv4jTd+w8D|-O^
zUI}W4^ZWBKOQhvP-7#q((XlKhf*Faw4d+?9>T}X}W1Mc_>obonW9y#5sWkwl#1?Q3
zHtnTJ*8U7Vs4I5?Hic&2>Y74tcX_iWB4>tA&4>qz2YnK44Ia2d{qPT@hkg9U_tWQX
z_X6)RY+%8SJ3Umt(tYC8{>g1a+?`b}v&q=I{UP+N73aB;j3vMvd5_#A8SQ16eQ`bi
z#O^&Pe*%-JH?TV8-!^b+9b*o=`?&j0ZEb8xbFBRc-S>?D7VgP@H}LD1g$_wO7Ci8-
z{uydy1D(Q)^XiK?1$8t#x4Ru0dQd3>`KXX`l&YlgNRb6q;14EUq2m_D4NMxMYn%}C
zgusf5riVqq(Wn4EnVgBHKiu2yrG?`m2$(NyCA)!2H@H=AB)Gq2eMv?ct(zO?b!W}%
z%Q8S?xBXx|qXY$~dMgh%+Qu|t@j%4+-q8FZKgo_RVnIKUbDoK!-|@@2?D~xnJ&5mp
zFKW>ZLyJ#{mXQoDvt-UPETuaiEW!CmcqKj~uv?Rt2e9sV_c*%$kNXJ4R_!=$l>MXF
zUk2)Y!vugbOmpoUWk$0OEAI~5o#)jE((%Gwi8Ezont`P&(L%ExBWLd2O`8NYT%iQX
z7&j=%Xo+f>B$eKshmY$cZDZ2{BbGQt%_F)4-&O7e0?NK=KeZ4eA@`#y9S+htrh>i#
zvmUUvO+$<*xUY>$>Aqw=FIoNe(BWS|n<PJ@u>NFA0Rk5Z8ZDOW9?V71V@$BAwGyEx
zCTmu)PS(i3foleUo>HXgnbV`02`YS9TCYF$$*Qdj<`7@Mme@O|&PflUp#TtMYO}Qs
zs@G}&+c#sS-1d7*#SR390mnIT#BuwjzU=X<kAZdV;?Bxq*uJ83+GO{_59g$ZN^%-c
zj&yMly5KKu{Qd&<l81|=OnK}&!I^JN)U5{i6f(FYb0Bct#WN>fGqEq`1C0xM8mkc7
z4Pmh8%#ZKFkpGkCO!ueV{KFsh#$4jjljkFCtsWI=o=-i|!CkDEtQpVQ1il02cW)(x
zpCUn0JT&;d#IhSW!LBe`$XH~wIt|Zp&TF)`6LodouUXutZ98oK0u){`?V^mpiHLq9
zEra^KD87zoH3n*f5g_$%;R-*u+E&Pk2}XX67w;DO(H2_5Y_W~Cy(^_Hjq9B(GJ=cD
z-9+l^N@Ql+-8PkyKiUZe<K0R+!7E2l+19s*pCU3($eojKXnk;3tKdpzkqH>h3!8x5
z&CWH9v0t$b1L!E&F4cACyhmgTanFDZ3`<<e<R@#EQm;gQ4JgG;1V}AoVZ%NU1k3$i
z_;7%0Z@sW!U~|6%IwP~bO(9#P|Hk#RbGtR86l?dp<+}?lw+3Bn%Eqp_0VktbE;Dc}
zB&yRx?IcsDip0dbuvNg&HtsJzqaYY1?RedvtBi1ewo<pQb_rC9F=LpuDRtiBv%c)<
zyrEJ0I(Ze?%#F-Pgj+3gLy5q6STu^eUlDjF?@Pl?K=c3xp$>w--XVa$USjI(D`o<6
z)pw>tGKHd+dgt{_uFOG|pq$Earj0xAh--w~mYdUD?IK`~3F?0R{{K(LocG^B87zA0
zi}VPdkFdhqlMo3Y#ErDkDWl}1Ci~aIW%v7k$ip3Wo2%o%wt1h!jn68G97BI3P?=G&
zE&fV{(Z&8J`$Y$OHuedpO_H{>t*}nj#}7dWjhUc3gtS)VoKZLxKOGe|wE5o|Q;*)G
z!c96hwtRBK;Lc7gLa@Ooa%X!NNa0#3)@msIu~x)2!4dX0EGB^WW7D>JZtG7Cfwx1Z
z9y)Fp!I}`Ywb5r#vZHnXTycJ$AvEn6hTb;ll2ZD)MRE&%$tX*<-;SQd#D>xHa{328
zqehWek~;ui#Ns|MC37Gz)EY+z_8;WDXgl8ukn`rWv)HJ`cZ`b{j$Tzf_r8NCz>?p8
z0Y28n@{7@?m#m*j_Fdypi`PTgJ|UUNLxbxE#7N0ER<6EWKsK)&PX68lYq|N%E=gx9
zKJ(x_+3+YiGZG;q`k`)z-mTI_`0Fg);w>Zw+PHvEyKKfWEm!W?B1c86^x*QBEByUK
z@`r3AcBw{b2S<p%-HI;1Y_I#NHKxQbYT0iK!H_5~$NqeNahe10SJMf(soxU>rP>tG
zVIt(w=Hxn;A$PLVJcS)n<+K#Nb=t5QiCdfvs+jq*G%H646=^vBu~WSWE2dB)@-tGb
z0_JwEs$RV1$SX{7z=Sve*UjYNM>D);jQkwEYv_baQ7z3YF#sgoc|OL!_}TfZP64Y~
z?xV!)mR)DuP=RRd`Dbqr^*?-R!3VdlDe3BP53`_8$;Nr2DSfd={`@y?^k<^oyinLm
zk54H8+G!XSJh6#;*9(nIy@x;Uv&fy?UMwSSW3eke?5W`HjTR;3d_=^)gvo#GOC$BQ
z_DTk?(=;@`{~?*7;NhIOU#0>ru))}~E}wAX0vT~C3*Xh&l^H3Rx8OOWbq@DQ-Vq!7
zb)su7b8^z2Libx)<&3DjvWj%y*>KIlSXlpAzq>z#uQwet%iPtv=_#ZcKR{EGr8QFC
zgyZi;t)!<9X-*7zRf4|U)EjV-74x4#Q$EG@FfY3dkz;np+yhFtd;_CCm!pqg9}?ew
zumbQGti2jd@|zr|evQvPqt%jVlR@UT-TD|9zQqQ}*EJfjSbaOpGWG9$h6=li##kxH
zT~&}{`zWDfk}1=dDUrV0fz(f#0Kk21?F_J}O1>jDHJL0@+r%Rmb~%n~*lKGJ5?fIw
z?Op*?G8~{vPnwkuXLxbo)ab9m9+}`+E8#IxJ>++pNIp3@S!W)Hsn{_f)T~tOI-=KG
z2ePR<<Q{xr!{aN$zM=k=BXvDBY&#|SxOSeORf#0Y8RPHBn?v>;_9>?h4wuHYqmU~f
zk~|YcgGu=D`<2I7%cP#wJsk(cU|nAI4LJj+ln)n(J9`oX%s|1vpQfR|9lh2rf736I
z3Y)?!#CP^bVo0j%M_ozn_i`33@*6yErnaRiNQz8gB(k~y7y03FKm54CCF0&8rN6)!
z{J)i<Utd($0LOkTk`?Hlyl4IJEB#p4M0qzu`Mjxox>1|r&Yuht_)5p%o6QnRHh1On
zKhR{G?DtGd!z1x2nZcynPGj5n8%spvad*s(=Kgvt(PVwUj@+e?^O8?7G26$)Aes>G
z-$#IWf}`N(Vf7~8tOkeTbzda}nfVt&@8|UJWF(?QO<qYsf;$;S&C4x;{z%bXcblqN
z)SqN+E2J~hmGV*F_RwEV+}D%`ok5@8B<b-XXbMJlD7^(+7fN+F-<9O0RSOlF_fPk%
z7(OzcN;0vx5`sQ7K^}TSUB_3V{IOe9>n`VygT=mQDT5wsb0faE1z<2lKrHnOxhH+T
zQhx=dB``uuKX?m`f}v%DBBU0KQ^_07x|tU>alN2#UyYw)cvxbX;$^JpHBZ(V^bJ+D
zI?j`VY|4#XZCl?pt_xh>0Vq{m4LC-zyKby!$Zr*E{??LtQcw<TSQCKYrRabkn6lG~
zYE`9uFOJ@*sC~0yNtNn^h@vwsS?OUjqop}86^sMXwFZIkE55Y5TS*TVdaDNQ0JICa
zzc-C9{0TsX%u^q*m*1<37bZllHAgJ-%m@%xUgq3VQj%w>h_wi^F_8=&%4e9nU2=zc
zQJ&Ldq9Wx}u1=n_P00YWGF<oSCE_L}CVF=VqYA9fLDDGnbnC4+&|+MatY(}AZ`0VA
z>?)i$Y5g#8r+0yk;{hKAu-BS1g4W8~?>GT<pPRp71F}r^3ebU4*7rv8$M_uU-cSDL
zxssSjm4cT?w1Q5@!G0!o@W>3b`Rk}T|2XoZ>e}%qf!~7wZkD1?xDlS$cCz(bXe{o4
zQcFQ1(|%88H`w{Ar>NI#?hWK2WEN*j?-1_k`17V0P0wx){G3u|ct9X<Z89HBKBSd<
z;%Dr!`R#YnZ~}HVWtm!|AoAf2UxLt#)R{)lO5E#cTOnthdd}qT;@}*;|IhV}nQWUd
zz)8OOmwKhY_Xlw_b}51I;(>I*bib&Tg6!D#@w|((QfH-v3v(EWDWRMgsMKP2)=!@W
zhvqV;{YC^gkkN?ovKzt!Z#j5pxsMRmo@k<q3cp;O8KgG{Zx$7edeE>^8xb){4a<~V
zllZ%4BRF4+GS|k$O})Ccoefw)lAIg^{rvnUC!f)?={s}(Kz54@h`Q}tMUVMQix?NK
zdn!rY4vWv}2<M0RV8d<MMh%mbZek`HP`<F~l(2CcKojL2dg{t4Z$xHqxW(vS%*kVw
z0t{^C-))O0JE@K4|G`&W&fOd6%cwc5w;?YKOVD1IZL;eq-@SJvv3p}DPRk%A%y7E7
z`qtQ4fC?K$w5F+#?!Kr7zD!pWT)|uNjdJHN57RX#exSDHG=Y3-<E=x%RK;D2nDP56
zD}`q_8zv9{q0W4nTbX7tb1F$r8-=yr7s=XX|3!wX8k=t*DVs>5>tu6O_`7kv<GJc>
z+X+i!is`{^%P{gtMAvO7P7gqbQ6DE})oARCau0r&4HqHA=UmdUS|gE*o%f{)F+C3&
z0*4p#+A~^4u8tRc&$-jl4#EV%*7jP3(L3=j;S-<mf%aW$>j$2cfovjAxX9&w)&dkj
z$FfFcawZ*|_WdeWyrUA62|zVH4OB|apGpQl*RLrbN&jeC2uU}a;){>}Ddt&V6ZEnD
z4bR(Zf`E=%CrGAw&G=61jDj3OK-vX&LxT2qEQF48cA7=KBVve5ZuIEf<o>TPZ^gu%
ze$AhUV+=M7MawlQmvTk#J)0*o$1SBgK`2oTi{dXGL2p~U@`3hx6OYLyer`_Y9|2T}
zvBWUaR@2aH&LJHgb{Jr|0kObfg%n7Ed7oE_a9*CDs`8mPQ}DM&`f~5C49C7tSvlke
zNVxk~HexO=>mH8*3WegHGMz%=Ty*WZ*qgg`IlG1Fk;0ieSr}+nImTq{eC(gjZWas-
zmAQA=tV8U&hj;MR(AuV^a$vh|Qg9OnyonC(su6jW3y->gxdhzG_$n@7`&*C{&@eUg
zlBA-YE6I<NvN4kfeMjXr%z$&|JC(FjnNiNG3vBYhjpkbc$}9Ly%FsX1NMFv#r>t24
zi94CbrmYNJ$c1j>`#(LiHp}fj_baond1({nGmW<n%7yc`&kz;<K2!WyAxm6U+lk(A
zebxiC&2?P;lVv5{@A;u!ty7HjdnnEP)_AhgiZG%)rlR&WTlCmDAqgy$5!9dpc1g_O
zl5d=;0v5=)-=vRt&ITE`Nz7<zEPA#jMZ@nkbsi_Inz1_!SXpt}_XfLYQoW~=27cQ?
zs)QlJ=nd$czK1w;-~A(i)67|DKUaoyb7ykg{|ouLAigYKgPmCZeuCA&32$4n_y@X2
zF@X&E^XeGs`tY+s+?fPKB;WAX)auqqAlKcQ?ykN(>5nZK0@P4pFG+s>$VSuh|4QFX
zNajEFg6M+Ib!UodrtoT#^J{a=ABsF1Cka6Vig6HFTJN8(<M007ez~!Cl1gwIQ*YjI
z!|hOaID5@v*29b!8Ml^oRi`dKzV-LKL0XfI4YDb6uNYESP^y*)?sb%O{dAd;!Uz)M
zKOhB_p8@ZVkN5wf;4u|@+ttAGyG3y*Xl0974DcStef{<OZqJ%z1#9C#nca3t%nnVo
zx3iqN%b(7v&4I(s9sgy%4MzKvO~d-Ng0q&jCPHTw#{6*wYvWvlm6*W3&oA>^2L30+
zji29^Ci}s>40PX&iL_A(T<5H%L%cC~A73f#ffeSuM0B#RLhLcmQbywbvNVN%bD@Sw
zN0J5#mse&-HeV`bY|()gjY%gPSyz~ve$eaN%<NSXO%Tqr`Ae)gIykZIJ5v8C{p=_Y
z;)Hq-{j8M~Bt_F?8S)Qw+(M_ZY(JNR3#+3~t~U^hS#%)kffGsFRx3MTZ|`DkJQw&n
z`n_m!iid3Qwna1S)?{}*e@17g55z}4h4tBN;QehF#^zR4m9?t@{f5b*X8W#{0DA{j
zTEsrWJ%88aEzq4j;iR<2A#{!%{Z%a<R<Moss58D#KU+Vyc~F|ak06f>@yY}(7yzUQ
zup;YAiS1Qv8nfEj*Sl(SaI3P%|9>-DTm|Y+D4({+$LUvTO#@?uXC{*@xk)3aDv3%n
z-m6#iG<dm=X2l%@?%NQ>Ov~i3toiK_Yi8X$-_h9|CeT(g3TVvYD3L!IX8qsBf-;3c
zts6!<Xzr3{l48nHJi5kftTutS;S4%XL&z(LXG(NzSwmH6#e9f@EO48w2-};#dX|X0
zi_oBdTNtCBu6!WeLp&E<oe<m)hbm&s7S~3F#r@Oa+D+QJ@TefDQent<woHd8Jex{&
z-rBGxuQb<^?_8}TQVN*sPVWDOHpW(f-!uqo?sh2p$OC+hnPTWNlp!>GK9sNKn44t4
zw}##Be2Y8j0=6>AdqNkphX66xm@mD1z;1NwMo~H^v>FJz+lk<^uyeV*3ls8Y=|Ytr
z2j}Mu?xU7r2_*C-`_+&nYdcy!pS-k}Om!#7!&6d<RSNV+4GRWk%@>d@yW3%u(6W)T
z20gplP50tG?RENxCM;VX%JV94w;jLP1u58y?~nsaz3V8?sS@1IMcBy$rbMCl8#3S4
zz|ygK{;oZ5RUhvy?O(9i${OwaLRi!}OO#t&M-V?RH9h|!a2#ZJvs}A2+=#;gyEU{a
zBxv4M+k8%$Jrnlj&RRyCHYx}z?I@v;BKmjSvTgntj@(T7mirEtxj=Ox`bGb*-v-=!
zdy$Gx4S{Mdb*q+&0*kE=iqnG=Tx|{6Qmp|Isn+dz{4bP+e*Hq69dbyCF04NQxYwea
zhmVd3_WTCM$m2HLNLLz-TXwO*4dDvh#yR<QoXM7Y8k}99S~Q&u9XDQ`!Amh9@=E-?
zdU>giXER<^uXN~L>F1dP%|U@SHR!H`*M0B5F?)5kWE-5b<5*8#)?47=rnvu=GoU>V
z)ejvyPjirmKv*DI2Vbd~mEhql`ttOcUz-oFmOFeZj?mWm;5~Xu7$O@763`efRlc^5
zSf|rCcpr(8E>*u!RTn(KR;!T9-l-tGaXQ>~`IO2{kiM{02LK`B11n-U@_c<4UfK41
z)e80QcSs!0LYH(*BzE;c0JM9z_$w-oiHmWt8@+bZf89@QIBUP6rJ#&>ceznJ;zQDZ
zDXL5ME&`pBu1}M<Bqw5w&9*ItG$=0Fuj>W~3EyRxB4*O^0&kj6#r(Mb;au?voF8YY
zsAj&R;6@Q1KDZMBSdh91YPZVkG|CRjYRd{SgUnjTcWqz<evD|4o?OU?s+zg?`Fg6N
zkB9vejd8J_pR(qrtpk(GX2r@@daiSMk<pu!5cFMgq_JOf0F_C$HCbE^+oZj#oU5C3
z!j7)r;?1GvNJ^V^K@tQ>L3dY8TPunuyH1z>cdM0S2Lh(0tDO)pFHn?+j(AF8sDEsX
zdd=deOlw4FjKgUPEvtHwV}Q)3<Y%K$lg?3gW0iM&9~7LE*1E?>h0J7;di9hP8MY;7
zTMt*|?8a*nlq7{>Ms|Zqe*}1|nX|bnwE5U~HF#H}jSVY<;*U->8!h9pul5QiYDY=_
zK4qqr%Gb@q4MxIu$3#eOR-Hyb(EX2~8(+GZI_8KI3J{-V2nz5YL>@u!H9Y@u_c8r3
zopY%m7X4>vN4K!*K8qXi4`e$VDYn&q?IwE+|44zXDCgq&S#NiOrH3=FZqj{;_@cx&
z+t%81q?K``%SGHwg!DnJZ^dekt6RGgTUUpo9i^>xjsYSCfV8|4>jMu}yw@?+hnKp8
ziW4<hjg8gpTFiPmT{K+eBEg?zV~x%)Qk4a`PzgrIZTsSry8>06*J7j85Me_%ihI;=
zk?adL8<A<#_*@5_FA6AA$N?MaM|QjKQ|iEmANs?)St%!(dG|Ex<_&+*Y!F&r?-isx
zA{11hV8{{fkd4E!p&|N5-@p+lp_V*J&T;v?gIkQ+e@xq2VAlpm^48y3>(CS8;h1?#
z>dm~Lnpx23)$15Oto1>fm%(M;p`dJHBxD@6J$6Rc{Cv0}i-YI77PeEFrQ6nOjmYn~
zE^apsS9xamRkpTr|INDfF41mtSZ5DxA~-V~oS*S-=dw;U!=n@xc><7MP8X5hyXivg
zpbc|7+gv1@ftxod>zEG?jRFYB$hP&3269(Orj)?a%K2+k%zg?~?;pqu!7p|`F;l`2
zV8kLkw+nhE4&Ap|O3URBH4Ko3aYu}*B1@*ZfCGczo~8z9`r^&ETUH2uQufSI`Va+p
zS(AtkYQ1N#zZDd=@-IG+ct8;`ci2ZsMqiA;`Ue_^t4x3LApU5y5&c<Cv-LzZC72ws
z7Aii5D|AmxxwF_@{8!c3`BQEkGxEaX4rgC?L-L`0ibhzc^s8VDs0S6hC1HsA%bFdK
zDqbWz6>PjX^dnPB@d?A&+{S`GJqC_A+Iex|X7)tm;!eu|`|K8(#&q!QF1!VhnD%i@
zdiPGt3&c@P|3UU`Nv&fy5AL>uwEKVZFg#P~A<uXvYY#NJv{!XXvZd4XCXRVzWb1j&
z3HFOsPG`Ojb&p;79Y*%?b1og~((O4~>@Ye21T1mYl{3#wkRGiITsdHO-bTYhvP({*
zL+fq`wO!j)kU>k5pJLmO-%IF2qo?4awtVMf&dt)W1xbJyA3jfmcWgZ-U9es30k}!~
zb<#oN=8|#7R&z(edh^Y;(qAJC1#DdeFVvo>wS!xKVZp9!<2|#N4q0GGnGp*4chRne
zh3>eSvCv7;9VgAMQ2b_KPvC!(FMp_hlD2EAcvTbEF4}rrPP3C^G3;$)bKv~W>%*6S
zc+VX-=hKzb=mNntz6kQAH*2RD`>9q)*sA>lsm64v`5QlG0*)6q+kG%D>hwX+^HoO(
z@^WwCmOu#_nJ|e?`3E|m^48GX+b{eI>GZLVLr3Gg_8N?yvj@zj>+MF)EpmX>fQ&zO
zuf$-Co)1+lD4zf8i){Lt`73$`-We%EN{o;1H{+Wfs54+2I0sfZEgboRy6x#T-js5r
zM%K&_DG>ZqIN`nUmDit$&ijDFX#U6IdiL_5tu@kihxq&X1%K(_uVChR=Qv6Dls7UN
zFI%)`?4mZ(9&9NbobxK|KkxOLkb$rLbXc5$NTYdS4q&;$HLmU1ZRgKqJo=wcW9MfF
zA=8c%<e*rZ3H6L8%Mz6hWm7R9Yt$>QKVlI3l5XEkS(cRFFxm-YrEFl+DsV42+iO`X
zgQULsm^&If&5eLXW(b+7!Kly3Q$fhREu1k5u1Vn|O)z{)IvI97zoyriYJswC!~mWS
zxb1Zi4~KvfT2GptRJI7EuM>NS+{Smr^G{mJw`^B;iP#d(+o}cBy){;_O!L8AHfn~8
z;dHjOd0ao4aPj=F+wGgQ?1xe}rG-IC=S4LWtPzXjrDl^CZcskYb5{Io=W;I@-^n0n
zBHSr~#J$~La(CBtqx0(JpWJL`U`_dV<Mc?%Bo%@CXaN_MDY#y%$wI$Cl)vi0d*kAO
zonTjN*^YhVZcX)VhZN`NZC_WDh4ENllS}^2F5{_Xnx14P2M>}w*I}*9SCwu?lE=jg
z7{cR9z9wJCT|e^7Fhy?bo;Y-2Dx>qG@}*KX{v(n8aAt53(Odj@#K4UXga8{aHUhzr
zVLPd%*I=!;MQvsS4n7Gp;<-gmQH2P9(Sy+>gMfN-!yx`aD>}gzuInl9g9|&ZOm~%=
zLE1ES=&bli_#i{iHLG!fAa7N?@jIG+<#oZdo#q1Fp6yDstf`_fFKjJ)x9us+wS(U1
z<tQKlC#?(Lr!>sS2iX7)>a?8dJM%3)6hAgCWNDf0AF>s>!gWQqa>~@}e&QQx>QHm&
z`P9@gu}(c|0dc^6IG{gix-j$Xlcokq&xx4@QA7?Dy5PXaQjm~1g9UtpiAc4gmBDq|
z*u~L|=u-OV=x#Q#A~o;=o5zt)A4@qT+5gkZO#){whrk&ICs3u^A5kQc%YbC&{Sl1b
z`DROo*HjF^Jt%DcR541_!4hhgCn?)m4%yVjR4Bl)1#}lfi0g$g>Ag}J$Kb{6F46WB
zSm(q32zgY5h&@*BNs$OMVJ7*&%Y^Wifu0T^V#bsuqf&#%H18v9b{})zZ4#bQ8=jUZ
zmG0LeKkj1-W{Z=j9Sbjab-vJj@<3Dw2MO);B)Q|dQn(Vg{T!ZIPMo~NsU$$oDTc6^
zKpetN0ZUFxx0X#$qx(zu#K+OVRPEBn_B%jU8$hG8fDIzS6I<WnC+OJq@Kgjzy1ols
zCkR%G)3Tachh$J6pLlFZJGy2BmU+HlIcdU^*zboM>#(Q9azp*F<Ky;=*xfH%sBt5S
zJ+Vb5`3~>O4+(e;p{c_}v(3o)0b`~h&yXeCYeERH6)Dpbb^z-=yfsz@*F;^*X`Mmk
z=e_!M?b-xkW0AVTggcG*S=BA))t;-^ab6`Z5M6b&uz^Fa|3LDZoVPt1LhW7<3{>T&
zk5ZD9((D=anzt2y&ZT7a^K>blvT}n*CXx(uz{P#NB@Na<?jP4bWUt0or@Y}d8F<3t
z$ty8oeO(jBVpsWUtB0rjISn%^7Psrizb9t;(Jp&FvE<{IKG=ESb=Uy(ewy1;PX*is
z1twvXLabOp46(~p=V-Mw^*29^iImMRbF*jo4)?w}kT=UpM5lP56Z?_O0=G?9ymsIr
z$fp;aIzR?$e%FT>tGP`SN_~K>bB^#OR!qLzt!TbfP0lu11T<0J4GJP{_tEfQ!tbX<
zCenVhvL>+MZC_5#UFant`|{i2-2YjptiV}lxOShkBley9PD{ydKc%_rR<7;;bd9GT
z-b#0=i+D&U-LDrJ<0QeT&%n)QTUoLrLJz))Ch}tdYnu_6wb+$cae?_4QCBzU7&2ei
zc&-)@CQy2DYiuKgm*>tf;Vu5KT{!51Yf}Qq2*^QsRa{23DWDX%Msh+NX@YYL?Uw&V
zRsFDqr2L8hxdWpQ72PapdM2DN5y$fly%s$1b#rQ?D0890|I#iYl9=7-m(RX`Li6k(
zfid^#C3j+dcs01+Xdx_py(u9wf9cu`d`B)1ox*&<_rBvX?laNo(pZEamaxc}tnA%E
zIvsur?&-$1CC|Z7eBzOta&MvAuVa>;!P~wIz>?3z$*1s9d^>`-TRx|jGs&COo|VaQ
zj>J9@OCM5U3s)v|HyzE&N((R<xD;!$MQ2iTI4E9p7{3R6!m~vHE}~k5Q!n_0B^uRI
zoZaSkfq&zEow91&l(`hu<g5cxk`oiY-RB#jr4@(JMxM~?iQ-F#+sbHXnmo62>MPoG
z*rg000&OT^*JSQ)pCeU=(_b7E5>)i(W0DksSpX;{a<c>&S51{jOB<NUt6l&AWsA?c
zK(fw8Dj~Z%yST;4QQ9WO@5w|1(A3{rWhO9_rGwf7NZk@Lur!hs2qOI8Vqi7`k_3XA
z8!w28#vJ7LSpfS01wUuZF93+gUK*)!sug#q^yQxF;QiVPk}3Xc=31`Lf*e<zkpy9$
zJ#p&n?bXaAK@F$G%`K<?D9G*?^D#?P3j^x#0}ip2=4P28L?pWE|FMZ8-1B{|#zt$&
zDlWNV34Pyr1#B!1+$*p#5Qpa8$cSc~hr`g-B0w+9v2|?{J}hQ4e#^>j2e;n5GRl>u
zjCQRnJ#D5LnE<NcXUkz2nG8?O!{x@It}|cPc~Q;!JRPyyPeg`88jg5^reBE=FDS0@
z&44nVZ5alvP{>;W6D5mv7zg$&I%MCq!VlgZ;0!pc6Zc{33t>4sqrXNB+t6oMMZ*|k
zK^B)I`XkqC;`^z1TEC#Q4QM(k5*5h`T8KO=redC!>lnh7#qZY;ogWvEyN&@R&s3}x
zuA${6HwL|;uN*q_$OHkBBMl$fXk(!5WwPh+Qfl~*;3vZHvP^Ta+eMKm=oAXLp|Op0
za$v#b555K=`#^vS^1IA`Rf1bdP^Dr+jOpH*#cx}zYF^{0uKE>2&-Bg|^Mgz9aOeZg
zj%!CK{J|yP#zVPb>-4=wgRnI{;P<r|z(RbOxT>Ho9d5UNyaU!Y@MIMlkUZhx6;ZBF
zHEnxZua=gF0CxK#8H5Ay;I+NJ6?9CI^mZt5Pn50(4B1{q56V?L5P)1U-OYxjV55rU
z0f?L1D9H>{Y8mLF;f|}jBB!3#uB~6^(s69B&Gdlr6|zysP=t)d2l+EjI`qAbNxBYg
z)A=I1du(YkcOO^<7({Fv@ig7sT0LE;Ra*LGf_`B&C3NnZm~9g+_}#jUr_<}pRCL5k
z-2+CQVM=nBn-J0_<CkPdjgUnnxR2xAD^<2Pr2K>3dWb*`Pu$2DTELvGtA8?G)SY(0
zmk<8GjZJI65Ei=InyydD0OG@Yt{($^cymDB%S(&hp}!-H-ds?bab@FxaG%gMe_e!h
z^}AbJxi1%y1GWWojc$vTO@B`78^d1krcXcTv5EB%<4;RpCmW`{emPZWHG3<^&INR>
z1f0!6A88e#7?C8qW@k&(-ckMxjk|_cZ)5(nw6N*Am1z!uL!Yv<w$Pun=px=Lb1M-}
z3f}9s4A7>$hisA{UbEQTkA2#KVdHNWlNRg$P*O5b1>YunT#wi|b<I;^j@oboS9|iB
zr^o>}zJ^R!?c<R<cKiQ8jS-h#sDpD=Tl8)hDy6+S4p|k#&q};Ebj|zz!Si~6P+J&O
z53F`FF%CA8cHIXoTl+MdLR{yRU1EB%q^ahGeve)Uw@uP1dpZTH<4v8TIt#^$KFPvb
zaJWXKs4d9TkOh6j0z<NrL8Z!y_fgQrjQEtzIn6k~%sZuw-;=~Jd;qt0mg;Jk`B*<7
zdke@yC+y??i$Q5T%jL_yNsRi!2a&blu^PDkC#yP*IIQR>CBPde34F|hP<B7Lbt*pX
zcjscElCr9QjD)LR$YSX=Rfo@+H!jNls3q)I>_^6o&z;2{8T+#yUCiv@F}Rn2TzSoi
z-0b88limgiwU>fvzw}cW2{xK35{ANuX~tW0>vtzc=oXB|I^Z#i_>A*2tEf<~ZzJ2c
z6ab<{=N<B=p%8-6Ek~==#1lMw-?wd+j-s@a0>C$IA;%#b!S23Q)tX)psn7Zy8x(mp
zdvs<YK{m@K&qJc@!YZ&Wt|PULZX2;qs<p>^IVasI)=1YHCz+?1BQ>=dUL2Y4D+lX?
z+Sf_Z0+5u%XI+ZH-N<jZLi*A)Zym!}xlVWhYRZ&!4S~BJ_$viQYA3JJldYYH4AkD$
zj;8*%6-+Ij{|6H2SlPM`H-Gu%-fP+9xcdG<5=~U!6Z~2EV%`g{)ZX%YC9O9KQvzsc
zuT7U&J~Hghj~_VI=yLXURDOPD)Q_V3U8=5tUPR9Q-3lU7MpUt<H~ePrFFi$gFeW)3
z@agfTnSUzv6BGTFUZS_wdfxI$rPK^g?I-5_OatV0TJ<&BMfZ?`ikbwngM^f8gQ9h+
z^&(ddX}w2XdX=m3W+ZkgS^BwMClm_ZGK>v}_657IX1*9nb6q&3cOPTMSYK>Yk|CUA
zVoulQ@5VZ*HL4m#InwQKe*iYDT;CYOC5Pb}&e{6&%mO`mUdi=z?Y6E~KuyM65V%I%
z1-QbN*H=7xYEYkEOff+4@J_>$e$lY@(&5yR-F+({#>HyBrO}ZPLVBl)-ymKfxBMOQ
z-F?1)mczrxTr$`9%qP06M)djp0QN5T{HgsQg-74BQa0Kka?{-`CD8s-_R98LAs$<I
zZGrnF%Sk1Ry0eepixC!h*7cngtiu-oI?gW|#X|-c%jKGGeIdN8m$nSBgzo<_`O!uS
zFyqf?bGAFd4#X{Nj=LYKqBzs$5!VQ{OSgvtG=9AL3TFAV21I6&<X1`HFB9N9@A~Q{
zZx@3TL?s3I_(Q*CbkKWOtxgks?Oxke#1LhWMkdXD-hrVXVRk3-fU9{=rzN>Ck^3P)
zN<%o_F~~X2)WeF;NN}6q>p|s4-s>DG3FcIFx<p3Ksd|Mvb8VE+Y%}80xdwM@WOkkP
z4F$izsFsrOkrD#Ygt9N@z(9m;^$xZQ1fS-4W}*|OEPr&Eg&=k!$4}QLePC%TKzdSp
zkBnJyUVH2W_eV0cL(Yp8*r$~A|5*WGH6|24Rd@UHAs5s(!hQ4~h(!%+8A0`YKS>yO
zQQ$3)<F(h0>tU0wgUoh3-nHRjit$}?+QKsRUEShl3dY5lr?NIYZk8Lj*7iPT5pN)6
zy$9Xzjl7Ow1A9nfF?kbd5w6g2dF;ObLR%P?@=bv6@eIJCwIun|I<y%WNy^z|uY@pr
zFFtvU>4HAWRP8Ur6WTh34vCC?=WJ^-I$%!T^7WKq15=y*n&F)ui&2F}yk!q3j#r4N
zH=`5;&TkdBP}E#WNz+&*zM#%R#9NnBgcFMV7ZVc)Dm$i8AM0Dn^KA5u3trh1KThtD
zZ{wTBw|!?KY5~LD=K2sVM%#@{xfwrmCc4#9P9?o)AF9Y~koWq+@VKKE>eYmodKmfu
z)+RJF3uUI+F&J`<-|;;?OMx=SGu?}vT-iO<OG7b=q1Q?=yF@@sk(SfqlNC<*rZS*@
ziq|F6WSk9zxADtDr4xC17?G$7&*R%YO7`ED_0HHFH)CNCVlnmoHlX>fH2bE1ApU0k
zZtg??J0ycOQYZxwF9B{~3-^5V_tHn&zXo1Am?o=em_fE$<!Jrk{CpD+niE}COFwv4
zKcwfu<Fobn8DZaLqfWSSRX@5^+U^1^Wzt$*+Gl+AU}0y;Q(%`!-b+&^H<{^RKHzIk
zIme~62Hgv?koN@KCWa|l8HE*py(@;X^m7^=KLs?0(^`4jjMfWYXQe*jS7b^AG)62C
zMF~`&al_J3-~Si(i3E=R$P*KnQs?nCq^muD=;H$6>y&IYl-1G@n9e@$m)hj_O7CtR
z!vn!HJY!G~iYDsVLe~8HFpm6NRgF$zbOaNdr@A!ccW?Gm4hCpx)@TK0f0fz~`PbH!
zb#%+5*|{hSnJLhv76-1Rg9jRs?GJypS_Pl}zE-!Cu5oa2-~#~IwuL~VXH^yK3K7MK
zmTm`fbM}yZ-OjJ=AP!?{D6?@7aBV-187%ypAovfIT2LsZaH{hO5MzTW;!Z*p9XiA0
zq$+OTsE}4oFos(xB;V<hG5@I*A-Q>c9hVF{_L(X1*U0@6ZY|P3YUA$%?h1QcJN1+7
z|9G7Xdo4uDiW*K$qKuzuc|F~XA7s?93D^`B@x6bdeO_AMH4b^pF}2d)YrUVQ^p^-(
z1)I5F%_WyTyS4*NH@&f3%ER0y?50chpP+X48$iLhPvA~k+?nZfI$NtSz@O6^U^$`L
zzl;bfl<B-_p*HX$y!v;ft2xvAp=-OCYKucjn-srzxKiTArHuvWV(MPznv){Eg5H?j
zU{s?%4wzL85bMo*)udOcPRyjikpwm%y<~mnS(e6XV>Wxk@h)0)V;e7F#}VTvU#YFE
z+36RZhN%+_hHnpmYm7qBX#TX~x@JU`x%)jU+~Up%@_SAQ^#|&&gvVi4u%>(fr;dRR
zk&ag?plu%S9`idCs1@D5dM8q2Kmh^~wLCQJ;qNk|#9wlQKx)B+jeKgsy~R%Yk2Ru{
zEsB9^l2}mOyqTO(YvCuTrG5HiVut_>6}KZS=Q{I25~r|=NE;nHb?R&JqX|*%9$8({
zW>SE5Jetz;`|Is2>*8rbY7>`wHWN`@%PA@tozlJr1Hx~KWslOnTx@vf_pH4#&UU$n
z2d^M4s@JbKQ)dGg1*hNJyJqQ=nlr5s+S*-5Z<n3%6SIK}@)ai<)-@G|maS6=6vE#?
zY+3$%VH%k{@OAKibVTxw#o!&MOFz&s&i;dpxZdz_xXDy(veKHO=eOCvT><yclT+8C
zIl@JsEe8lkGJuo~OtN%%;p^Xb9QLsQnLBGF<};(>qmAR%aVmgMA4EFknTXfq8Pq?7
zA3X3hanS0fjZIMOR`~vU$nU0}cK2hM%M<LJtI~H>1E>j?;|DxDppY58He3|=Dei`n
zS_m*oB@*&%^3E*R><3G{yT9-`s|x5?fMSy~hJpR&s;f$Q-Ru5Bt*w`ov|YxudI7a2
zATvq*9Vi}CcexbME;*d%;md)7g1}NF8?7Md<DGJ&lNpG}@d2a}@Yg}BF(=>_Q-0pw
z;mZN+%_e22)xZ?@Z;?Z8W!W!aO5N=n3LoaoEdh%?!Lok{+5pp5NRNG>=L7mWACEyN
z4%il7TPm@+q_A><7<HzH>ug8=Z@}Q~x^66y!fDBq3kf&b`jB8`bjlB>a@F`Ar!r20
zA0FJ{oPze0`4Md((_Y!}$=l1k&C4`MVwsUuV3y(|#U5%p$q^O(#Pp_Y;4$5<1<f(i
zjmyPvewVP-h_>_5Er?w#2i^InG{7M5k%A0da3%u->>D1*{XP)9Ty$SS<FX*960dLy
z0VG9e9D}9b#lqUKlL3zBusLf06JoL~q_$!7{r}6GME0G;-zsLui(3l6ZBHpJ@=-!m
z-l<j~^Yhi59H{rm8!`X=ikZsT5H`I-HUxCsQqYND&72oVC!F<id1Hlx*Z9kMt{*pY
z*?IShRpsli>V$M<hL`9uucZ4mGm?Cu(D4&lee1@PS57c6_jpaaWC;ZXaWk3KV=mra
z1YF1X7O}ZysHH4B0kAaTh;T&4<-NY$<`f>O`*;u|EWorQD7>xh=Hu$Fuj1FzntCz?
zrp&MSC`etlg~$}nTUkLDYWxDauz3+`BXpgYlpAVD;0&%V)eLFZjXY3<t;ssi%C8j_
z<bglj>2OYfkMP-8AGUPu?Y@#<lt0GOlYL9eG^`%DcAOQyO=o#;m+4jw8eND|%qbWx
zU{aAphYN3n-(K|~E{1(Eh?5pw3bF;w<Sg$0IdXN~|91QxmFQ}zsq`j~GOroQWf=Vf
z#`}-a_I~Yh7NyB<=w~z1<gW>8KQia|<vI$FyJGgQUnB#R5D+2V+W8IBepl09^XY@<
zDeu!Q$AJJV4MC2DY2<q6NA{)Id=vJsGWE%I*Yo(HAI>|woBMSwITQ7YkQa*QT>N`5
z?K;w7ur|F;C6!>5&3&unH)H2<9n2@JI7EP3c~Hzw+&xiMwey)HinY`L=g13@T&L>A
z0H-nf&M1A=aCiAp<vN1lPe&&%L(+riXLTVl->C+{xmv2&A-z+%0bn7p0fDgt@kR-#
zggSBeqvl5fD%KZ^@&<vI1(~^z^<Cyp!^2Drr@Z0)Q8Ot8dm%@EvT?%2y*@(iEB4ax
z4|(z%N-Y*jSTn;JmE{ZXYynq~D3G5ku|4K^@dOi)#O@ye9t8f{*&};rOsCFulJxk7
zGg{~L<@Xl_D@eIaRh8@m$I`z`ax82wA2eKFN2B0Q(K)s@&hE>BYlBp;O{-H+FvL+n
zt@YSeit}3ir`7b|0lgWF-kD0$pJLDWV+Lb4lLYLAOx;(GL*z=7|ACOw6T?b9jn(d}
z7dg$em1+cvLa_jT?H4!Jyr}7LJD0s;A0_!x&#YfLh8gHOWb>PW9%;6m@|~o>Z7bQa
zjv<R(+k)TUvNL_R_G;HCJ?0f>-^~H6ul+;x9%mD4L{0f80dt#g?c!*!!{)Y6vTu{P
zpSP*<PrDSBEreW@R(QTK8^FJkAV&c2l~_#s5?yt+E|=)eMC{UboE`kb@+m!Q^IZQg
zsgk!3dgzp?hk>YOixdUnW+;`AA`U|2bbolI0mFxRD)GmeEp~Q`zGs1g5Vvn#8+5(6
zQB7_kI8#3Nt(5K8P*%AJMTX`>=Ib0zvXCi14h)6fhAsrBoZwYFV|t_%d(h4^9xs2`
zRBnmmNd#qlL!+1bx?+u;7VA<kkt_DdRZhU}*AXyYyY4DHoV*`+7|d&Idb0_A6b%vx
z=Zn)1J6+W`mA@Zg_Y&nL7ZeA2QUECVgE7vAa(OlZ4iDLZi*ETw7niT3V!5$E+UpMO
zq{GSF9BKX>aJn<UCm)!+;sf2@IR3)uyOorWOa9X(`Bi@Srry9!IM4P}mhJe(cWWE-
z-t&cZ&9!r9uBltQFD&k@a9tcf3p3wcZnN!c;F*)MF`bbYkXf%ymOFD*Q%;B7S5pTE
z+fMovyQR^I0577UnZE8^AvY6%*?#joJ9m@1vx^%JpuPN&q)9Q{%`}hLt@4oxqSKGX
z%<E`zQ0@;w1HIO~P`-w(-S6)e0`)V)T5|U;;Q9yNR=o37JNgi?x#1QAHDkl6>b=-x
zR&;=O8_O^_j+mC4_PdzcQKgkDb(`k_bfQ>#z~<ZatoSy=5b6;^Z8jnD(Nar*RY+A`
zZk8$lmIGew$4hp<nv`CbbvWl2c|-=M7H|%=EHujyR8_kP_aw)<Kp_vTR4nAQDjD(X
zLAD03otcBapU1Zz)7T-n>T7I+OQ&f-GMZ~_EMoSBWSP!goTn_0iH?Tef<Z7z5Qcgj
z&TfaL<mWj^2ghg6NI&lY07NWk8<c<Kj3U{Y=(fFCOLxVojj}fP-6`34|FqO`jeB2j
zloQ@MR%xzP>M^Ep{7Exd^RV&SRC`m+ejVWa2!~IhK^C^=LXjtXXuAfHfgc^n%(@)^
zOARq0z?7yC$WXQ!`RpQK;MFFl#8+%fnIEvpCQj$8DZO<v?dks7ssL6%Po<!ba4;ju
z1}(rS#`vB4r_@4`3&2D?&Dlk5M#8@Tqixpg16W3l2<_OEusCc$fgEOV#8ddh7loAG
z-MghzNs1b**?BS%68ytk2t8`;0{~gvjV=^hn_S#x;DK+LO8LnOX;xFm$(+eR$Yl?&
zPHeI2mGqu$$OxXsT9jE7UBBntCE6QZsxzaC)*xMvZbiclqJPajb*bpCsH4&?I2V+{
zhMLQRgU_vycQ{-7H5=B>Wie+5`f_3N0h;e8B0J1Fw8;p{`{}a2(6p0QrB0-Pquroj
z>90b+mJB?LjdncNuVG|^eM#MPWhJWZGslQM-N^Pb3wvNwy4W?3{n2dwgLi?0J&n5L
z+E*PxuZfFLG6bTYS%c4&vX%10Pk2PAQ}14Uzx=?O2V<qz!$(19q}R^hDLxsEk8+F|
z#XA$CaIvZMNy2m}r1pRMot_)I`ch3dV5eWZzlL{zhz)=@i$%YeF<!p_ZsD!!6g+s!
zN+;ocdiz(>ospMpXh3;U$rSGy!DWJf%ge6l(U;?)FBhe@HwgQU`zHB~sta8q>)Hk)
zEXDjdktxQJ3{+u&e#+87N$AV+)@lF-q08<RJt#lrIoufuIFLMKso7Y-f<<}D=HR#u
z9X<DMy`~jx;%B0$eVq9-%|%0<$KLnP(uj|w_){=oFhWU6zC=Ol_>faaT0qKOahusr
z2xQrC%2R4)v){__)v@x|o@Cq1L4=d5Z`shbg*ocNuI`1!y}C7e$>q^5_K0`(8?Oxy
z$E0v-N7xhwHdmYiaxSF_2A>qmGW2&X5AOg}HsXNU5qHy9Wtrj(*gAH6tF8R}%gZwg
z-)91VwU9kF>`dd;hF<q3*H&DA{bGZqqDM-Bi*V#&KcR)`zrtgR><3RX^2-~pZgLuZ
zOhW!-r9wCXEpDh4pP_-f8@o1?=0ZTty~Z`!$hSk)k?fNs&6k})K*XM*xG0P**P{Q2
zEGnk|X#D20=Ze`P1UYRD{&<WwB`b~)nQ@ybwM$eV_3u(U(c@73_qHEwt-h>hXJ{v6
zo~tIhFmNxq%h66)dF}Tl55b#Oa>{dN3iw+Cv?r@yrymHroT7GKso{=DPDK|>GGN;<
z^s+`~R+AgC9Op9@9qDcx>N+kzGc@kU1vG4Zm#EeCl+(5TU#|^nAD6c45dfXz1h0dT
zh_oxHV#(jp->M)eKILz0DbC$heIGGOv5?qpYv%Z<?>McNyj<nbGU#hSe3?xSqwjD5
z$k}IBWaDVI&Q^}q2?qnwiD*uM>C(MA5PMy73ACPE4=?K%9VBO@i<!lfdIjZ{Wf2VP
zqK1G^TxZ-qe-m!y@dQq&&>p}cQ<wqIH_M`W&OTE_O#>U**YYP6r~IJ`ANjK4*VV(H
zh$;9by!G}d;!CJE`h@}#iRuSjaB@wTw7&oN+~~J$9Ds2sz`4Iju3g)UF&Wr#GV$=w
zd8MG<VY1NCme!o0ac@TY4MW#31RBjr&3*2TGL4^6;Y%t0unu0$>Ik0-&REcl{jm-V
z4<`fN(OHr6F`J=&<Ek{oKGAl)uK2^1va1(|PEVP4Uu&_HG-y1EGT(1lXol5OE^*7m
z#=ILI{8yy2avp0w1^u>@V9v9#q*`G4Nu6FCvsbg0X>-GI5=e?3EqJ-Ef2b_UV+c})
z1$fUBcN3cRXSLHU3_%8zQ^2hLimE2hFHae>eR)esrIg6f31o||LuD0gzLcZxy*>Ai
ze)k{fEiD)bIw@vilYaMZF)w$AmGRzz*|B^(Vs?-U6Tv!-08fCrV*l)gkIMJuDMoxv
z^!pQfZOfX&BiF<x=YR@hxdnk(&gs`}=))2L8w7ow{ek|l2?a}h#$qb^_-^oF^bWKs
zfc>Q|3EImkr}fWB`Zwu<W{Pk1NBx=LyE$25l*^3SS;EiPRTw{HQ<00y|3JF<$Kwgs
z=d}VnAj=1`w`Im4o7?W!6QW)w?%tNj^}6kC#jgVBSS3a1FIb?EIaRw`Kf>nM2f19e
z<_+I*8!HlSle_`A8hrY^gA~0$Sm%J1x8@U_+TTOk=7HQk($(R2p_wuRYbDQPrW4G`
zUBcmpqRm<sHYzQZ^sB{g?{?_6c_RiDE{#Sx%_g|T57~j|(<_bbt?PK}$A)t@APl&M
z7#Jr|{*C@ni@!H7QP)Hns-T#NV(HEIhZ~;EeptAo=D+WrtA@ktU=7@iGRLfUR<<4Y
zc3jSf`n?Ie2<v8n%G5zmJXd_;>Db_OxcQAMXQ*{+j=6mDo`I5qZbfl68WSausiBfv
z7nccGu76a70U<B|mwo1OT0vmWc+9vv<;K`gq<^2H_y2WtE&fb@|9>J=i7sS5=Juf!
zA$%|yQr{*iN-kyQHYJyBE+N;Ui_)4~QkqK%<+gI0`$!+xSgwoBrDle?WG*w8eSYtL
ze}Fwa9_PHzd7bC=%BAdcH#)al9;^wR>2ap3uDv5A+J#}C)4`$|VUg?DV5zB~G|RaZ
zL{Pflk_~kxH`i%tXFMHqX|zCgH-bDDKKZf9a4p>ceE6Zg(Sq`s>m;eya{`v~c!!4a
zlgWrXh`__2e#|$85P}$LBv0GF3UvHS03Vmz7Nf!@YB~HKY7&4~ihwIp2pL#8Q7}DL
zdfn68lGbNLI%ami10M3j*plSM&HVEFGGcc8R<moIW4qi350N=q06OJj==I1|YaD*n
zx6FyOJkZO1XHwkG&A_AN*!bMHw10YA|3*xibWd-^r!qm)_XHtxN#uL)Occ*2LU8rs
z=lUX`sR?B%!GX233vPp%`o7#jx8+|^v-}2Je&ujAyIY%!=WgK>k@~%5+b*ARnnujX
zTClPv`+;te7=fq2OwU!P)e#=H_cl>vP6MF69jud+{+(4@cKl@D)vje~j2VYNwlv~*
z)p+zOporSVj7=n7l}-}7`()!##d7OdT^Ca}4kD^>IXO?h?^3zXH%Zzj4-8N#ct`@I
zdn4sc?Ns{EmXobsB+#%0M0rw+w8?jCnLdBS0Tf<r$?acSNUrSd_@RX{hf{Z)#`d+g
zM<{%{Z)Rd9{c3bx!|u(uXL*A6jwbdn*tEBi)x?I<>vGLke!knuSEDdk6uhi(gq{(i
zg)EnSzn-?bGdU^X&qiX_w>lcFX2iuRY9yd~A}ez#2J_Np2Cn1PKhq$uWg!*igOC=c
zxhv5i2Q6AOxuo^{Mv(6$%EBtf(76I>l#arNu5$l~J9B?>ef(}D>$N&wd%wq6G8E)J
zEk%?Ihn_L%{6}CYftAU)pn0-$`Zrata~9nFpzutLomPQKZNY7Z-J2NQcYX}Y^6|1%
z(%Tqdp#2?FMKKA{+h3HsQE}#eA6RiWzI%1u(6CTD@H_v!B?QuE(%K%Bf>f##Wz=V1
z)oxB+s-eabxz6PuZ?Z_hH`qL3^E-gvV-UTh9FlUr_F5EQ4E+-LTEbV*PqHQu+XdFn
zu&=LseAGb3aEe$|YHFG(ly1<#rRG~l++Ebk4ny*yjQxQ_ArZ3!pn><~H+n~pho?NU
zF;PK_O^JLz6d5_q`B02|wY8*R3-0PP=`bhdG!MJ>S&xPf_5o^|Ib=D-21Q_o(zoa<
zj8&bkNGi<hQV&{FE)2+5Flqf6LXj68x>I@V=S!p0Ehm50<Q&5EK~{DehC^1}kmSv9
zpPK9=JL#3D*8rM!Kv?QmUf5w;se)cbNB}`3YVh<yvKok^rlz;l98eMS>t8D<Y0Kwh
zyOkN(P-%X^c8i>yO%5+C=JP20$7G;8h$`x*7<}JNe;^`JbOw|YtN>B*Nim?UDBmFI
z)*u*{HB){tzGLO(J8pE8p9!JMy4Jh6=;}7@)FHzs{kbK&I)7l+w<9*co_Ie|)6zew
z2BCFdVgl(mpP^weXh0@N%V?%W^4<B69m^QK92hvqsyXN$`p(W9yqWnTCVv7>Z{Cjb
z9S4X500_4*%g3es^LngEWMhd2lAR6}Eh^N!i}~_}{3GXPj>W^Nb;bJ}Xll;pnwP*?
zf838+a%-_*+o0z~#sakr5W>%8jTjFw^s|M|3MisT`#O{ay2Olt3&qkMM2`KYRh`oO
z)<R<46~r%zD*v0b)?!*rdR{V{-Ru-b?ZWt|FAtBdbe+QN;{F3kZz^6SR?fhP9%`pW
zgmZ5DRO3w`9iHtDJQFxG;MQf9e{>1OOu-i<l@~JjLkqvJ{KH7lghkOLU!(kKovDlV
zX(k@PV^=@VYMnMd{PE5hB={1{1hiyf4C%QyD-#%$+K%+QalSR*+)ZjJQB)JwVKH%o
z*r9^fly<MVJV!;YS7$GlRab@!eZv~x^)^KUl3fe>)}5E1-xUt0!9Up7I+_MXd5|#E
zDPZU#RC2$ZLqukerd&A4`|+4FyWJq}5}d%2hbnn83b{LF^!%_`TT{b3lZMri?m(#(
z^(TLsZi|@j%2%~hC!^|=H3=c{Lm><DAueYh`u`J)_VEX`&Fr`RrI6Fprep_7pV!*=
zC5OTQa09d5qjaRpSi{FK1a?E%K;?1@dqiT-m6IRSEJ*}(?&_TVH`{@*x8tPxxIZq^
z*0qHgEn2p@BaRytLEbb*5v!IAJf(Ub#ng!rb6$7y|9RsWNUlSMK``4?vIg%1b_0i<
za9M1kmbK;GF7%b^U9bdXnsspd7`8mV9tP%qkB!)wcaI1Kc<siH>9|J%E8E^a{9#+r
zQp;Y}jfR6QtsNRU2LC#bSzGN)X4-vejeX~#^GoKebY?h=M#hb#dpMdtbz&VL<`Fo8
z*n1glz<OV_9>_b5F+DJK;z0DKD;8J?@^6-+!RC<v^EQ~&xdV@<f`&*d3@T*KA!`8D
z1b<1N14f#}zuQZLqerjFXiX#PRP}?Yab94>3sA|K3I+_}Det&Hx^XJ?`}W3e@W}>>
z?v7!#9hNUZy(gfQa_Q@Wbsk;GWdW=phqY5kNZ{s}5(wyz?m?uC+B;%<Ey6SGnLj1E
zIG<=UQ9&13F@R(6L0AnJQ|3Qk)x`PH{HH^O9XxoIub_Do1U!;Hwd+SpO$EciVv_sw
zXT)!Z9VaeS2wkT+>Al*g-vG*+1^^(zR3SB^-*+<}U@#v$``9<)YULH9R=JLR-JV)K
zPEKU9?TgFKgZR0%^~hM4tl;v0XP3;q-mAK=6CS+n6#K0Yw*4^=Q@H=W^cf|LMf)bh
zQX4D+ua;b$o#c!Fk$ko<{i)I8|NMUh#Ey~L&=vo>rw~wP>o&tdG<PEbD@r77coN?O
zLZ()BQ2Zi|<1$!0RW(P)L}KQOP~*dE$!G=Uoaf5XHlttcPd`MSw0Yzd!Dt#eiOEY-
zt5nk?)?*Ty9R#DZ+eg3e`oHypdcUhjc8`Q18CBSqPu&<5=47R!x3@N5X=1|eFk0>3
zb0B+zh*Eoqufcbri{;10ex0M98oL>Ro(TwgKoBKyz(m2~;C<)*%ci<!RY^NaInSGf
zI@TVn{+uks$MeV#^xmOA^={avPu8u|X=i`?XAO?a=X*&IGFU3m#Q^U$&bRCFL_4Tn
z8IyVAMWi2PuD7QM7mC6yBk#TLU0C4nSd>#!2eMK5Upl`UYw<|lQv_+-XM{b@ch_d(
z6KPCkw#VfZ{Wb#NjN;oVR>pJPVj}(YUg*BN8eL|%sXh(_p@(lq6f3Q|(|vH<o^Nlq
zFMRXhs-Cv}$v%`H_RCfe$exrAU=@kT*$}#Tc_|#W6DZ-r5wO|^P4gzMynXNsQZ?Oi
zo*l|5y^SSqT;3_AkJgs^FYd-3z@uyq&woqWb2Rz1?tCB&#!5S5a=MN5s~B~wtkKU2
z;mMb+1iB>jI^iswy2sQiVZ^P^W}<0BFiOFb(q3*A_4eNBH)4kY6!O7M9qPww*{_+<
zrSY^&5<esnuuhHK^=M9sYHO=u?-=(yWNYf|l7*3#s6u?-edZ<X8ENy37xqpzMMd6}
zu?bFEMWo>pO=IzNI`FcgMMVfEi_YF|Ky2Sgkm{{7(Kv3)+%><^cbNd)8GTmvRN?*$
zalsqh3ZU!4%!1U2EJd09{SMb-m+g9-%Qs?IuQp+NH{QQr<^S1;Wtnr{rGBW3dmFH*
zXX(5%=F<e@eo^ryBx%_za7lOQWOASKnUhp=kv_RR=*OOo@$~tKr%sJ7NwXu(S<%bn
zcYf}Ey%(u%TLK`)52f9J`}n_#h@^sH<b$g0<~Z~WWIwoeT{K6B<zRZjCoNy03tjc0
z<D59CFEHpKY$~XvL__0v4K=KW`YvN|_HE6a-SAQ=@PExuM!9#V&RYM1y@acvSZVz*
zuYaxJtAk$C8*Y)o@EW|#6@yHeq&{)9)4l#ZS~c;TF<R+|p(YNo<@+D#eVOSPeNd1-
z?n?bwXWE4S<0YQ&K$f5ot=)w~eP5X|2$@CTwmR9ekWcWcT`7}?i2r@Qtm;fBG&Q>x
z&WdkQ$HDsagV~{q1(cq$%qent?|fOW7WXeH%|919fPDL6REKorzD-gByjQ9-;c{>#
zgEnua2+?v&LtS;#;0s3|G~n!ET~jGwZJNb>;xLACtbX)vlP<;oIPhdDT-aDFk_7+^
z-(5dq;)RsX&hX&3mH|o<y1Z#9NZJ<ECNk$blX>qu^GIShsuq*;@B_PEx`RMc+9$hc
zU;d7PCr8cJ<MP)d%~r`5#{dlu5Hnte9?-p4S&W1h=WT!!_Sv7YGZFKave=JLT-LaQ
z2t8b>t7;|24vcvmA<sq}469H5@IHrv8lm*_#|_C}7W3KGuiN2dpezHp;3c`zkN5|w
zlj4fQ76EkGERqFyG|&DAipp7!cJwV|6raW37DU%TW<fMa>vqwg2Ka6HEi>1&n&o9o
z6I=icU(ycGoPFKPs8<2ZxN}<fpVT6kj-&tU`8z|h^egZ?Y$x+K4k2A?Dl1ucs(<M&
z%8Li4E?wi8T5jhNV_Lbi@eMVcKUr%HuY-L#=WAA0`0SUz;T>Qdj|<&T0Aur$jDmEq
zWNqKf)ZyBk*L@P2lc!)~_Z2QFDx9a-PIyZGa18hl1Vl8hcY=j`B9*LU-W87;<2Q|x
z-6%F;>p>H)ea`Z{F(-g<-KD+dto-QFF<wR$iOFo&ji=IV9kxSFWM_ZRmDIk<><J*D
z!SbH9QfIv-Svl4!A%v#1$jO-S<$~oIN{o69+Ygw~`~d=lO3qDfzfgFU8l{Tp&LxQu
zmf$>T*nzZ&E^uo6z&s@W{K>;hDq<a19`*gqu~db%N2pmC%K-|XUG1a&_r`iqX_e2J
z`Onh*w-$2Q!WhEdM`*jII5~(G|5A%6$>WzE%{`Upycx2LBP=j-_jilTrM%bm(jT{~
z8<W1C{^t6`h_Ht0&p>I1)&~VuU+uwj@g4Yi_D9_(rZ?D`@8XJrYi9QA5q92Fei8^Z
z;yNs&;IGmwz#?Z2hKF^{5w%X4Kii?yG?#BJRP|SlMMcRD{|9o~2~!LTQ-0`rQp4}_
zcolSOTUMUSONzgVXh?l!Jujt4w-~5nE>~1gIn;F?4qb53%G>Ye1Z4VR>g)8!Cg_$<
z6EGYaO>Ik%;rv~hc--Dl$L@-c_QE-h$<^}Ck+g6uEvCVE)7`n=m#SWoZD{zB>AThX
z{DtX^_f*BB76Ibsktm)Ohd_+@ux!4mn_B&uXs41Ap-~eR6rbMXLmg{(vGKu~EtK()
z$X{%y{;EcS=ZmZgA(@YFwJMw&8~C=8AW+Q+E;`T(4@8KZ{vircwX(I6Rm$@UPiNoW
zOCf_6z*-3r^8169%%l)kKN^}h><&Dq7fhB!H*~MK;+=g@P|K+9!=YwK>)~8})Dtg9
z+n>YD*Y5X#4C>(^6PhLC*{5Lz)9_>G7`I}%A}P{?iP1jsqz6pipzXYAlbkSJj)%*{
z_69I+X-1bJF#yiBZboSnsyjMd*YC{J?M-1IrYu>5N-Q=sx_V~g>`*HqX@R#l;E3Mt
zh@x;#C7!OZ!Z-ogv{37)Ef?(~+zM)}YaAJJIfPxETnIP*RS+Sww8w3BVc)#e01U>w
zZx-uTH#R)2q`Yz{^-D>KuBr(urPkx@+Ns<^i4GUGEpq}N))2joL{2)5&bA#IpcDZo
znrK*N$ecgQ&*bm%)T165x6UBWH=hk_`!MCrj#IuTt<}Hd(O?~M>ES8xgZ2w6xj=o%
z=(@UO!Nt*0E*BFZbe_SKKW&1(xIVsr-kom8-PxhJ*7De>$403Rzs~&7D4#OxIzS;V
z3YQ{G&F-H;Q#}I?HhL^!i?&ClxVamN1Ib<hjYlr>4>``WdF|Wpro*f;+DOG)aCd~l
z`10A*-kFmZ%@AzR6u=W$T0DV4v%Vw$&3?xdhScuepRe&^ZkL(e@n8}J>d@3&xt{Fa
zycj$x;L4I6b<JIG%WAs=?MpzCz>RLW)z9o6ErC||%XW*zG^;{$dl8msf(aSXKuNgB
zMEs0H{DvHEHIZkLprKPC?Y6=J;nujYu?#=w9}_x=M8JdFG>QQoQqek{v+Lg$to3R%
ztb3mb(N=0fX?Nd^brmIv-Y9K;qRN|KQTE&E$9=}4ZAz~@JJAa!5W{>nqp+tZcH*+#
z)iswUIl1A8d-#z_&Mr2Z9`bYhiMOf39fOk|d9pvj@?Ii8D~V=-rFu)oN=Kh`LcZ3)
zEAmWW`)>siAv(6Obr4as%ARg#r#0Er^S_rb$G^sYK{*3q6-qwwHR&-p-sx{ild9LI
zrL0tP?zg~m@^nJl&0em4Iq?tr<(@P9SZZt@A4>MPRViGq`>=71$i+@Hj<`8B)sHSO
zy{q&4Q#2l{TQ?Q?C?`+N3%y^~d|O9G2@GF(td)Dd14i~9f*(U_RmWcC^5O|T*a+nX
z&QJjDa&qyYQ<BR9)p=w&s~73Or#fzTaDV`f^lf2q^PrFZ8I~WrQr<-Px3p-vsZ!~4
zU<~pdhRZ6yn!SOZ{)9aP0|7L)xuC-}v?%eJEyJQG6u8XE4vU2^{YvuzQUjPVb|V2~
z;dsd-&+O0BYBDW<Y`;JzssxL~G3kx0c{|nmI7LSUtmFe0JDLzRr2=IQu|D)Upx$8V
z)afdE&%^@B<+8EUsFz!p|1Lh4#l;=JRX}vQ%eOjpr}KG52nn#Dz-BupM;dy_dlmEf
zNA|Y1;NCz)Ma9BI60Zd|b#_0K64Y?ZngW1Ra$+OueL1$o3aEM8;uaQ3)fY_1_+<J;
zQ@J-+8ccpReeRI`-t{v`-buw+MgK{=L2Bw3PHMv}kVfmdAlo#%H8*#nw2@Rbu@dE%
zvF+V#Wklz<)(BRs@?PHdvSl8*)KMgFVM}tV$`V!KO&G%DHG<<?K$Pq4msHZ3_n4R5
z+Ltr1lapcjQ4Ggr-JRFI!`t_P1W58`h=iTiVM4b99x?$l=@biUQI0b#9WxD-#QsnY
zk2@1s$0`hJgZjvuZTw4W5|VMPb9fVN+yrZ*3ixa8=akZZ7VP@!AvyVJG`JZyi!bvn
zd-eQ+D&tE^w_dGC_BejZ?ZI8zifo2L)VMCEFmrn(xsYM1SKkjL?@>G7efAJHxslvh
z41sz>(PSuxG3#&X$@{@NRh7Va+RYbJ$}1l*PikXpWXK-R?=K%8tmz34D_vS2Sj6ZQ
zF9H<eZyiU+pua!e5+#2tN&p08woHx&PE9P=ukx>@A8%zyfhD^OAjY|QsU7~*J=H)T
zH>CDG_va%o=KwcdR50{q2_UoFZlsa#WZ1y{t0~8>fIu+Nk^Az~E2Pz-5QkSU@0dQ3
z*GO%E=8SS4?S$n9Y=(pf*E9%Ez2^%v)+(N^WBh^3a}&QQm+DyvdU?9zE)8^YHauj_
zk@Hc(dOAeRqxOIHL8BLfx)k?qsC%<u;J5i%JWgyqK1t|ivxL%>uK`}Lqg(F1rsg&V
zvOYaJGEZ8^ilwA3O^3mKV2VNM`xzzDjTO4xZ$I<Wf;!9$9&f0xcieh*o#MXf!yDE?
zQP!NX<M=YF7KOfY<<sZl*Wz?3t5f`3m9$_Gq}9BGv}WoDOO16sGF5*l{Lx~E>u+12
zWtvO7@@u><hiup7HsMDb=GN<sP}V5|z?s%OnVHzve&Bm*19sqt`XMQVrMyX}%G6(F
zVs}535oIr6trR-tvC`OVJI~znxBHx;sl#<y6lR%F$+-esRxk<F&EhxrmfXMgE_QK$
zcD}lY51R&0kl-drFs-n%m@hR7d}96#qxE)|2GmE)r~KT(E~r=jQuV?}Ur&!iW)W|$
znKEFkJ?XO>A+*R^t31+qAC;GKKqsi>MvmU@FH3u{($_2*k?e%?;*+&?V6c3Pa+Hbk
zsU;DBXD(2(>2RB<vB8<PYezIKWc@Wv;qKyHVy5#W%Ll8{oCBg9hz_#c^)(GM=@V)2
z;*=}*`}(Z+J5ZoR0T{-8Y=*cRQx>%&?B1qp;rfh6bnPeU>$@@2NyNZoPO$yw>}}6Y
z-BYV&q^4XZlKwh(2;0N)(H;yGZdgL~7z8CLc3<ScjPEV&==y-tTxVb3UG6OZ0I)%}
z059Aai<MmZR8@drn{Fycfkg>>O1`5HbG|#2%7^f84M9)!h@0Tt8r6hSk)$Q($m1hD
zLWK%`mfPj6lEO6LKw~UVOj;ltJT3;l+TZZl)~+W}R0BSxJ6&qZTU<Pl=@i_RDT%O^
zi=er0-2tejT?6~<VY;JWRAbKnR#?;0FNbh<-N7yD&Jo_1GBp)R+YMW5lkVtz(rS-V
zwgC<PFOGNVbB)CLV(>v>*(-GVtOzvNvfV^A#6JpunZ}{&k2g7{pP$2V3!1kXTXh&2
zV@+ct5l66csI{V9tesf6Sj<l+Z8Za}6Qb>HaGmR)j4E<oL#6WbeMnQ6`Oeyn&C9JC
zcS_0Bt2P2Ya4r{-caFdoemS{@B$RYNX9N*nO>u%Z+Aqx|4eLD)c&QqBlEoBVCh@t;
zBLzbfc1^-4E&u${F#jQwC}5@ss`aW<9|b{f_RINwR&XH61h6u?;787><=93B2lyRX
zSUuAVk!N;CEq1u=gNdci4W_z`Ti>lOiMWTdc&%-?Mn6A}FHh#g#Guv&W~^Q*qu&Ok
zXP5%jY_HROcf|XO(q#AnrxVdSLGln7CLgTM`T#u);qF*0g03Dfvf8TtMx~(?qUyAK
z{Izts`1yJM@J1uT+j0M+FmGAa7LamgSjeEN2?rXgIr?Fd%@g0B5R`NFBu$%-PXzx6
zd0u@zdeM9_RvXW=X5>55g8|JvnY$htmf3d)*7kt+yrdPJU}dZDNhvP;ii6}a!&Whs
zfanh2_F;Q{E5*t|!V$eMsc8eq*v#o=Ztpyq8Ae^_ZXLlM!I)k+C7e}1^c9U$++c}9
zgIXoeYZ+*fNEu$2AG9)3n16s8^@AOd-jkHVEZ}PoEx<bs3Mj<^+Wo*`I&S^Kr0>?P
z4lKy)fO0^BYm_Xmy$C!Lp!tLsT-!O7-qI&6(r}pfaklJ<ef{A776qutTmIOrg}T2k
zo8ikc1+mhdmFU0Z!?hIOv^b4L?9}yrDeDw!(5h;F|3t8Tm<_Jc9pUP-Y9Ct_&$8g&
zt4ChAH{dcS3!ha`t}12?zG%4hXK6F(`HZrRN(IFveQ2I(P+9>+iG<GZ%*}+g+sO<p
zpAg-v{!%EXa%P<5u`|ky427aojwvpOldtYfx*Gx2H}E7E?X$@LKp4t2mFM&0aDI4K
zK*FeoNGG%g))xp;;RSuyh1kY=T|l!_Uh7+5t8489Z^l`i;tYLmeIMGiv2%8}CkCfp
zQ~l_+e{}OU9`z4)%&+=%JDu@Kl@)&cDRw8t7`;8w_I=1nv-|wvO5E>HqNHufC~v6p
z2l+>#?~wSm2rb|I#qTBaZvb@#W{X-EY4I>$a@4_-@km1+>O*9GWF2=VS{gQ<XmBy$
zrPqQkLn#oJXiiWoq*FUbE8!iXU|BbFeYk||d~Yi|<&Qjab+)hQT9#9Mn)qQkn7&pt
zGY9;MOS`_@uD9OqE%G$uOWJurK21XBb)L@NRDu3JHSm1W!ibuH-Jt9?j`cT@i^pzP
z|0zyI(GAEy@AQ4u2vSSQH?3otey$^-O;n_6OSiiuFpWk-_WFSmAYKG*&@66|M=v?n
ze7tgw5zDo+v&+oYa(DX=#NG|3goo+>gP%aWI+zmp_Epd$F=AfYd7l0OQQm`|pLbav
zHm7cOU4t=*!IOHNx3KlK6ZN;9v-pvwLZi8c(XjAM0vaqst`|}bi~Jeh)(2}}L*7Cc
zRh@l1VeNrU$pDgXx=uN;?|eyJ;5mS|^r4$@OgMSEjFg~_KI9~FcR9+JY&D2`O{u8K
zwkQ(p{<7MmC3muH^~gDi;6~{tg4DBI+RTj`HK=gV^uh!qz0jIw%Y?>va+JS{>y(!v
z-Ko7?x?^m;ad^ztm~23cZ^vC(a;-E+p2EKp-}`Fn-fhVr=J~$x^&2_*2c1&JmNYve
zjck9JFjD(OKm-p-mQ>SI+CN!oZn?2p(K%V}R|B4F-(_r#a0kh2<<CO=j#@owI}>Y;
zddL^c$y=Wzk<$BavJ~llrBSh12c5GdS)htko!It?27kCavu&}dT+rB9^VbV<C=lO9
z4Gtw$5n|m&fdr)`QHzr-;HrpjGkfIxv+l|nW>}oQz73k7WIMb7TO|4ojx6Kn`Ma^+
zfKZfLh;-Ec9PY7`cT~Z9O03<0kc?o#IFh~_!SZr^yXVE{+M{-QNYIr}Kn|ipyo%%j
zNAK!Ie#E5PL?qS}h5r+V{Ca3^!J?9`T_tOu<WR#r*bRu|_Dt<GCze~6`&=JkS35s8
zs6G14`y>Pc3l+`V59<J>##arp8!0%U60o#Dj<r9susie!eQRy!$U5%Z@b-C>9#I8p
zaWXkJd{5q9rk(p6`96J7Nt{9*tlH+8uYM`KmsyFqrXVJoGmT!3%4w%u%Sy_$(>CYK
zr!%6ei|dlB-0ADXv8aKw9iGq=p|{baaqXARBY{e;7L|~cUAc7E>BvgczaOeLJ6`l0
zB#Ivhwn!xYu=pBc-uuNrGsfb5)x=^!bv@E@bq#nyO=lvbd*!OdBaA7Xa=zZjKShYG
zf!1iz7^oB|$$z$}K3uzM&n*}G`>m2i;34t<K+P*HtsgdVJ@vcVJ~g{p)ob;`g(H7p
zH2PH>MtAtg1j5AJP5yN&H0A7Px5$$wd~x_rLxtA(yCbTO%+b-#PDpo{()*C_i;&i-
z0HLXN`Qltz24$J&w}`!54MZMLrx;s}dOhsVe>-uc!ikMiwze^6(dnd}yndtHe}Z~X
z6S@x=cOnza13214`b17ze%hHkI`+@mVO2X+fgA&Kz8|Bp>%Qflj4{HfXZ9$0py`LD
zUq2C4<UN>^2lR9;sl23{xG_`xe~sP>+^j_7zBNV$i*V}Hpr`h@W(x{R1jsTvwxTk|
zka6)HMF&tn7uE>;N`2<{BZKq}RBo&i7KL*GoD>^xpxjOZ;&n3prrZ^q#Z{=zhLi|L
zeOD?n4045qQI=)wh67|uX!`1MtzkJZ)lw%v=WcYV)arx!&+d!|i+Vn3^Tw)E#5iVV
z&u!|4D(Vjtu&yExIzebNy>$-V&}AHt<nngmgue!3EPhgi^#ZL$mkD@Mm%Pp+#K`jq
zl|A{QqTAm@IwtlFHYptFd?)xMv!q$40z|1ug$yM`u1uy6RAvpv=Ki*jsjhiR@mKJV
za^J!aHgARdSOytbg=%?s7Q8vA6gcjRCatSag$D;4eJq`;maShEJ3WC^EbflQS_*;|
zzu#L^d}3!!1^D)YtjTaK<OjhUI*u!pp2(m!RG0WYRZPJdA>jIy@q?|ZkFD&37|<Hi
zjOoyWSEpm*KA<0A665=9rH9|Ff{vy;+lAh~4LD=N{ZVf9?$$3}jsOGl+D^mYPAdm{
zOYCGWdOvMb0eOHBpboWnL`(QFZm;J*kDT=b<;s`F`(i3{x0ipH|0}B;T84j5cjxva
zGhg?V1Hkh9B)Pmv#!Vxg_Kg#ml6IK@k}%zxf=;JdG=jgc+US$m-yf;y(Jpj=nd=>O
zZ!JUI==k5uHP6V!&B>k)ICt*W`W!ceoF+Jd@YVk&b95dd9$`j2#53uf4+nEfr*E=V
zc8XM%ZaiS7l6*|usJV(J1&BTyE8O5!Z9pwQjr%K;vd$B5@up11^JYx#guc3o2fX*a
z_jE{3zL~f}dYWJ1vewDX1KEi=%srPD`F6k4VDo`i`anek>L5H5fFBC$JNV&yVsD=>
zmyh(gov9W-a|j_VrkSRHQSF|KvHn3C@fu0F-g2*%YV7q6O#V`WrtZl(IRSD>NT$c!
zi{*v=5$3*qR*Wx4w59cbJRLFKF2N<;gRCo71a8mlt_BDHVPU*etkpEiL)@Ng4q6Mg
z)}8Qp_wTHawgwm~cWWmW5o_+Mbbsn(d(2s&@UmKP^Lo2OAdv4V%9u;$X<bCsz6bE>
zL;-*;=*+~nh61`ve3`@^Hua%oN~6!mT`P+ox;Qh1gi)pFc6WXimtS0Nfv?b}e2cdx
z@!Xyw!A{$c@?1cLwPToM+3cVam2e3LX~$a>ZJtiyn1rbkrOetV+Ek8M)p9;T1`NY^
z+x+G%fR&IQf4wa?xm8Uiw=Nvx(|k_drR*t7|K#m`DDWKTJJDc}EbC;0uQCslOsy?B
zbU8tWh)+y8>m6t};8^Cfi%q)59TX}6freYzhB=LC`nmz0pV|`S?sA8SdV}gQS{XNO
z*v1)N;<h7D*?=P=Q$#E5wKdp>7wA*bF8^P#lt}scefaWqXFPqqgx*m9dC(oDJ(Se%
zg`laZv?#SCH;`C0;(7xWo`lEp9s-Mh6C!9u?sl8fX2B<Nwex-cIDI9zaKq;L4FhAq
zNtq2u3Jw;&2=D9fmWkU_-mkVao&W-C<QOGiK@-<y%fA0Fkp0Aa45mSB&TlsL$-Qou
z-K32F(t8i3yLGE9EvX)$Kk%)CNVeM<OrDM?$T_V^V%|!=0}VLR4I}3*^u&kG9CK>D
z&>nn_vDQHy-x2RGeJ?0zXc9(F;w(^qjkW8)`!o8u8^}h}8lN^@6DJh^w2D3{3V#ey
zQ)7H??q9eQdNJVh?X?@#bu`%2h7u5zE39DFHOB~D)*5z0)qYrQ2^+Kk>45&@6VDSR
zi|xEbjX}rYA>Z$H92|^y){*1epJ4GGkH^(Qr6gL{`#>D?|3LrjdKNHvl}^A8@?4Js
zHomh!JDN}j5nx>p*P<bqBGo#MdF_}Lhd2Cq|F<@aXwS!pz|rG&UKgOd*4!NzL{rX2
z_)fU6u}1C_u%Pn7{~fidL5S4^-(bUYisXT-DJaf%Uwh>D&eDct)09K8UXVD6R;7;5
jSX)F;+VFjs9^7hwg#QG+w&`JhC}WMX-kg>D-{}7V7HdnK

literal 0
HcmV?d00001

diff --git a/modules/images.py b/modules/images.py
index fb15c3e3b..b15b2bd04 100644
--- a/modules/images.py
+++ b/modules/images.py
@@ -621,6 +621,51 @@ def save_image(image, path, basename='', seed=None, prompt=None, extension=share
     return params.filename, filename_txt
 
 
+def save_video_atomic(images, video_type, filename, duration, loop):
+    try:
+        import cv2
+    except Exception as e:
+        shared.log.error(f'Save video: cv2: {e}')
+        return
+    os.makedirs(os.path.dirname(filename), exist_ok=True)
+    if video_type == 'mp4':
+        video_frames = [np.array(frame) for frame in images]
+        fourcc = "mp4v"
+        h, w, _c = video_frames[0].shape
+        video_writer = cv2.VideoWriter(filename, fourcc=cv2.VideoWriter_fourcc(*fourcc), fps=len(images)/duration, frameSize=(w, h))
+        for i in range(len(video_frames)):
+            img = cv2.cvtColor(video_frames[i], cv2.COLOR_RGB2BGR)
+            video_writer.write(img)
+        shared.log.info(f'Save video: file="{filename}" frames={len(images)} duration={duration} fourcc={fourcc}')
+    if video_type == 'gif':
+        append = images.copy()
+        image = append.pop(0)
+        if loop:
+            append += append[::-1]
+        frames=len(append) + 1
+        image.save(
+            filename,
+            save_all = True,
+            append_images = append,
+            optimize = False,
+            duration = 1000.0 * duration / frames,
+            loop = 0 if loop else 1,
+        )
+        shared.log.info(f'Save video: file="{filename}" frames={len(append) + 1} duration={duration} loop={loop}')
+
+
+def save_video(p, images, video_type, filename = None, duration = 2, loop = True):
+    if images is None or len(images) < 2:
+        return
+    image = images[0]
+    namegen = FilenameGenerator(p, seed=p.all_seeds[0], prompt=p.all_prompts[0], image=image)
+    if filename is None:
+        filename = namegen.apply(shared.opts.samples_filename_pattern if shared.opts.samples_filename_pattern and len(shared.opts.samples_filename_pattern) > 0 else "[seq]-[prompt_words]")
+        filename = namegen.sanitize(os.path.join(shared.opts.outdir_video, filename))
+        filename = namegen.sequence(filename, shared.opts.outdir_video, '')
+    threading.Thread(target=save_video_atomic, args=(images, video_type, f'{filename}.{video_type}', duration, loop)).start()
+
+
 def safe_decode_string(s: bytes):
     remove_prefix = lambda text, prefix: text[len(prefix):] if text.startswith(prefix) else text # pylint: disable=unnecessary-lambda-assignment
     for encoding in ['utf-8', 'utf-16', 'ascii', 'latin_1', 'cp1252', 'cp437']: # try different encodings
diff --git a/modules/modelloader.py b/modules/modelloader.py
index 4195e6905..ddaa6efef 100644
--- a/modules/modelloader.py
+++ b/modules/modelloader.py
@@ -205,7 +205,7 @@ def download_diffusers_model(hub_id: str, cache_dir: str = None, download_config
         download_config["mirror"] = mirror
     if custom_pipeline is not None and len(custom_pipeline) > 0:
         download_config["custom_pipeline"] = custom_pipeline
-    shared.log.debug(f"Diffusers downloading: {hub_id} {download_config}")
+    shared.log.debug(f"Diffusers downloading: {hub_id} args={download_config}")
     if token is not None and len(token) > 2:
         shared.log.debug(f"Diffusers authentication: {token}")
         hf.login(token)
diff --git a/modules/processing.py b/modules/processing.py
index 0bd2e3230..1131fad85 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -784,7 +784,7 @@ def validate_sample(tensor):
     if shared.backend == shared.Backend.ORIGINAL:
         sample = 255.0 * np.moveaxis(tensor.cpu().numpy(), 0, 2)
     else:
-        sample = 255. * tensor
+        sample = 255.0 * tensor
     with warnings.catch_warnings(record=True) as w:
         cast = sample.astype(np.uint8)
     if len(w) > 0:
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 1b0a7a76e..995c84183 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -5,7 +5,6 @@ import inspect
 import typing
 import torch
 import torchvision.transforms.functional as TF
-import diffusers
 import modules.devices as devices
 import modules.shared as shared
 import modules.sd_samplers as sd_samplers
@@ -73,10 +72,7 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
                 time.sleep(0.1)
 
     def diffusers_callback(_pipe, step: int, timestep: int, kwargs: dict):
-        latents = correction_callback(p, timestep, kwargs)
-        latents = kwargs['latents']
         shared.state.sampling_step = step
-        shared.state.current_latent = latents
         if shared.state.interrupted or shared.state.skipped:
             raise AssertionError('Interrupted...')
         if shared.state.paused:
@@ -85,7 +81,12 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
                 if shared.state.interrupted or shared.state.skipped:
                     raise AssertionError('Interrupted...')
                 time.sleep(0.1)
-        return {'latents': latents}
+        if kwargs.get('latents', None) is None:
+            print('HERE NO')
+            return kwargs
+        kwargs = correction_callback(p, timestep, kwargs)
+        shared.state.current_latent = kwargs['latents']
+        return kwargs
 
     def full_vae_decode(latents, model):
         t0 = time.time()
@@ -129,7 +130,7 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         if len(latents) == 0:
             return []
         decoded = torch.zeros((len(latents), 3, latents.shape[2] * 8, latents.shape[3] * 8), dtype=devices.dtype_vae, device=devices.device)
-        for i in range(len(output.images)):
+        for i in range(latents.shape[0]):
             decoded[i] = sd_vae_taesd.decode(latents[i])
         return decoded
 
@@ -151,6 +152,8 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         if not hasattr(model, 'vae'):
             shared.log.error('VAE not found in model')
             return []
+        if latents.shape[0] == 4 and latents.shape[1] != 4: # likely animatediff latent
+            latents = latents.permute(1, 0, 2, 3)
         if len(latents.shape) == 3: # lost a batch dim in hires
             latents = latents.unsqueeze(0)
         if full_quality:
@@ -200,16 +203,27 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
 
     def task_specific_kwargs(model):
         task_args = {}
-        is_img2img_model = bool("Zero123" in shared.sd_model.__class__.__name__)
+        is_img2img_model = bool('Zero123' in shared.sd_model.__class__.__name__)
         if sd_models.get_diffusers_task(model) == sd_models.DiffusersTaskType.TEXT_2_IMAGE and not is_img2img_model:
             p.ops.append('txt2img')
-            task_args = {"height": 8 * math.ceil(p.height / 8), "width": 8 * math.ceil(p.width / 8)}
+            task_args = {
+                'height': 8 * math.ceil(p.height / 8),
+                'width': 8 * math.ceil(p.width / 8),
+            }
         elif (sd_models.get_diffusers_task(model) == sd_models.DiffusersTaskType.IMAGE_2_IMAGE or is_img2img_model) and len(getattr(p, 'init_images' ,[])) > 0:
             p.ops.append('img2img')
-            task_args = {"image": p.init_images, "strength": p.denoising_strength}
+            task_args = {
+                'image': p.init_images,
+                'strength': p.denoising_strength,
+            }
         elif sd_models.get_diffusers_task(model) == sd_models.DiffusersTaskType.INSTRUCT and len(getattr(p, 'init_images' ,[])) > 0:
             p.ops.append('instruct')
-            task_args = {"height": 8 * math.ceil(p.height / 8), "width": 8 * math.ceil(p.width / 8), "image": p.init_images, "strength": p.denoising_strength}
+            task_args = {
+                'height': 8 * math.ceil(p.height / 8),
+                'width': 8 * math.ceil(p.width / 8),
+                'image': p.init_images,
+                'strength': p.denoising_strength,
+            }
         elif (sd_models.get_diffusers_task(model) == sd_models.DiffusersTaskType.INPAINTING or is_img2img_model) and len(getattr(p, 'init_images' ,[])) > 0:
             p.ops.append('inpaint')
             if getattr(p, 'mask', None) is None:
@@ -217,7 +231,13 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
             width = 8 * math.ceil(p.init_images[0].width / 8)
             height = 8 * math.ceil(p.init_images[0].height / 8)
             # option-1: use images as inputs
-            task_args = {"image": p.init_images, "mask_image": p.mask, "strength": p.denoising_strength, "height": height, "width": width}
+            task_args = {
+                'image': p.init_images,
+                'mask_image': p.mask,
+                'strength': p.denoising_strength,
+                'height': height,
+                'width': width,
+            }
             """ # option-2: preprocess images into latents using diffusers
             vae_scale_factor = 2 ** (len(model.vae.config.block_out_channels) - 1)
             image_processor = diffusers.image_processor.VaeImageProcessor(vae_scale_factor=vae_scale_factor)
@@ -237,11 +257,16 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
             task_args = {"image": p.init_images, "mask_image": mask_image, "masked_image_latents": masked_image_latents, "strength": p.denoising_strength, "height": height, "width": width}
             """
         if model.__class__.__name__ == 'LatentConsistencyModelPipeline' and hasattr(p, 'init_images') and len(p.init_images) > 0:
+            p.ops.append('lcm')
             init_latents = [vae_encode(image, model=shared.sd_model, full_quality=p.full_quality).squeeze(dim=0) for image in p.init_images]
             init_latent = torch.stack(init_latents, dim=0).to(shared.device)
             init_noise = p.denoising_strength * create_random_tensors(init_latent.shape[1:], seeds=p.all_seeds, subseeds=p.all_subseeds, subseed_strength=p.subseed_strength, p=p)
             init_latent = (1 - p.denoising_strength) * init_latent + init_noise
-            task_args = {"latents": init_latent.to(model.dtype), "width": p.width, "height": p.height }
+            task_args = {
+                'latents': init_latent.to(model.dtype),
+                'width': p.width,
+                'height': p.height,
+            }
         return task_args
 
     def set_pipeline_args(model, prompts: list, negative_prompts: list, prompts_2: typing.Optional[list]=None, negative_prompts_2: typing.Optional[list]=None, desc:str='', **kwargs):
@@ -309,12 +334,13 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
                 pass
         task_kwargs = task_specific_kwargs(model)
         for arg in task_kwargs:
-            if arg in possible and arg not in args: # task specific args should not override args
+            # if arg in possible and arg not in args: # task specific args should not override args
+            if arg in possible:
                 args[arg] = task_kwargs[arg]
-            else:
-                pass
-        for k, v in getattr(p, 'task_args', {}).items():
+        task_args = getattr(p, 'task_args', {})
+        for k, v in task_args.items():
             args[k] = v
+
         hypertile_set(p, hr=len(getattr(p, 'init_images', [])))
         clean = args.copy()
         clean.pop('callback', None)
@@ -394,10 +420,6 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
             # TODO extra_generation_params add sampler options
             # p.extra_generation_params['Sampler options'] = ''
 
-    recompile_model()
-    update_sampler(shared.sd_model)
-    p.extra_generation_params['Pipeline'] = shared.sd_model.__class__.__name__
-
     if len(getattr(p, 'init_images', [])) > 0:
         while len(p.init_images) < len(prompts):
             p.init_images.append(p.init_images[-1])
@@ -475,7 +497,10 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         clip_skip=p.clip_skip,
         desc='Base',
     )
+    recompile_model()
+    update_sampler(shared.sd_model)
     shared.state.sampling_steps = base_args['num_inference_steps']
+    p.extra_generation_params['Pipeline'] = shared.sd_model.__class__.__name__
     p.extra_generation_params["Sampler Eta"] = shared.opts.scheduler_eta if shared.opts.scheduler_eta is not None and shared.opts.scheduler_eta > 0 and shared.opts.scheduler_eta < 1 else None
     try:
         output = shared.sd_model(**base_args) # pylint: disable=not-callable
@@ -486,9 +511,13 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         shared.log.info(e)
     except ValueError as e:
         shared.state.interrupted = True
-        shared.log.error(f'Processing: {e}')
+        shared.log.error(f'Processing: args={base_args} {e}')
         if shared.cmd_opts.debug:
             errors.display(e, 'Processing')
+    except RuntimeError as e:
+        shared.state.interrupted = True
+        shared.log.error(f'Processing: args={base_args} {e}')
+        errors.display(e, 'Processing')
 
     if hasattr(shared.sd_model, 'embedding_db') and len(shared.sd_model.embedding_db.embeddings_used) > 0:
         p.extra_generation_params['Embeddings'] = ', '.join(shared.sd_model.embedding_db.embeddings_used)
diff --git a/modules/shared.py b/modules/shared.py
index 791faaa7b..0ba936223 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -446,11 +446,12 @@ options_templates.update(options_section(('saving-paths', "Image Naming & Paths"
 
     "outdir_sep_dirs": OptionInfo("<h2>Directories</h2>", "", gr.HTML),
     "outdir_samples": OptionInfo("", "Output directory for images", component_args=hide_dirs, folder=True),
-    "outdir_txt2img_samples": OptionInfo("outputs/text", 'Output directory for txt2img images', component_args=hide_dirs, folder=True),
-    "outdir_img2img_samples": OptionInfo("outputs/image", 'Output directory for img2img images', component_args=hide_dirs, folder=True),
-    "outdir_extras_samples": OptionInfo("outputs/extras", 'Output directory for images from extras tab', component_args=hide_dirs, folder=True),
-    "outdir_save": OptionInfo("outputs/save", "Directory for saving images using the Save button", component_args=hide_dirs, folder=True),
-    "outdir_init_images": OptionInfo("outputs/init-images", "Directory for saving init images when using img2img", component_args=hide_dirs, folder=True),
+    "outdir_txt2img_samples": OptionInfo("outputs/text", 'Directory for text generate', component_args=hide_dirs, folder=True),
+    "outdir_img2img_samples": OptionInfo("outputs/image", 'Directory for image generate', component_args=hide_dirs, folder=True),
+    "outdir_extras_samples": OptionInfo("outputs/extras", 'Directory for processed images', component_args=hide_dirs, folder=True),
+    "outdir_save": OptionInfo("outputs/save", "Directory for manually saved images", component_args=hide_dirs, folder=True),
+    "outdir_video": OptionInfo("outputs/video", "Directory for videos", component_args=hide_dirs, folder=True),
+    "outdir_init_images": OptionInfo("outputs/init-images", "Directory for init images", component_args=hide_dirs, folder=True),
 
     "outdir_sep_grids": OptionInfo("<h2>Grids</h2>", "", gr.HTML),
     "grid_extended_filename": OptionInfo(True, "Add extended info (seed, prompt) to filename when saving grid", gr.Checkbox, {"visible": False}),
diff --git a/modules/ui.py b/modules/ui.py
index 1edbdb4cb..6b076469b 100644
--- a/modules/ui.py
+++ b/modules/ui.py
@@ -421,7 +421,7 @@ def create_ui(startup_timer = None):
                                 cfg_scale = gr.Slider(minimum=0.0, maximum=30.0, step=0.1, label='CFG scale', value=6.0, elem_id="txt2img_cfg_scale")
                                 clip_skip = gr.Slider(label='CLIP skip', value=1, minimum=1, maximum=14, step=1, elem_id='txt2img_clip_skip', interactive=True)
                             with FormRow():
-                                image_cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='Secondary CFG scale', value=6.0, elem_id="txt2img_image_cfg_scale")
+                                image_cfg_scale = gr.Slider(minimum=0.0, maximum=30.0, step=0.1, label='Secondary CFG scale', value=6.0, elem_id="txt2img_image_cfg_scale")
                                 diffusers_guidance_rescale = gr.Slider(minimum=0.0, maximum=1.0, step=0.05, label='Guidance rescale', value=0.7, elem_id="txt2img_image_cfg_rescale")
                         with gr.Group():
                             with FormRow():
@@ -726,8 +726,8 @@ def create_ui(startup_timer = None):
 
                     with gr.Accordion(open=False, label="Advanced", elem_classes=["small-accordion"], elem_id="img2img_advanced_group"):
                         with FormRow():
-                            cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.1, label='CFG scale', value=6.0, elem_id="img2img_cfg_scale")
-                            image_cfg_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.15, label='Image CFG scale', value=1.5, elem_id="img2img_image_cfg_scale")
+                            cfg_scale = gr.Slider(minimum=0.0, maximum=30.0, step=0.1, label='CFG scale', value=6.0, elem_id="img2img_cfg_scale")
+                            image_cfg_scale = gr.Slider(minimum=0.0, maximum=30.0, step=0.15, label='Image CFG scale', value=1.5, elem_id="img2img_image_cfg_scale")
                         with FormRow():
                             clip_skip = gr.Slider(label='CLIP skip', value=1, minimum=1, maximum=4, step=1, elem_id='img2img_clip_skip', interactive=True)
                             diffusers_guidance_rescale = gr.Slider(minimum=0.0, maximum=1.0, step=0.05, label='Guidance rescale', value=0.7, elem_id="txt2img_image_cfg_rescale")
diff --git a/scripts/animatediff.py b/scripts/animatediff.py
index 92a8cfc84..21b51f683 100644
--- a/scripts/animatediff.py
+++ b/scripts/animatediff.py
@@ -13,7 +13,6 @@ TODO:
 - AnimateFace: https://huggingface.co/nlper2022/animatediff_face_512/tree/main
 """
 
-import os
 import gradio as gr
 import diffusers
 from modules import scripts, processing, shared, devices, sd_models
@@ -66,7 +65,7 @@ def set_adapter(name: str = None):
         shared.log.warning(f'AnimateDiff: unsupported model type: {shared.sd_model.__class__.__name__}')
         return
     if motion_adapter is not None and loaded_adapter == adapter_name:
-        shared.log.info(f'AnimateDiff cache: adapter="{adapter_name}"')
+        shared.log.debug(f'AnimateDiff cache: adapter="{adapter_name}"')
         return
     try:
         shared.log.info(f'AnimateDiff load: adapter="{adapter_name}"')
@@ -117,50 +116,35 @@ class Script(scripts.Script):
                 lora_index = gr.Dropdown(label='Lora', choices=list(LORAS), value='None')
                 strength = gr.Slider(label='Strength', minimum=0.0, maximum=2.0, step=0.05, value=1.0)
             with gr.Row():
-                override = gr.Checkbox(label='Override sampler', value=False)
+                latent_mode = gr.Checkbox(label='Latent mode', value=False)
             with gr.Row():
-                create_gif = gr.Checkbox(label='Create GIF', value=False)
+                create_gif = gr.Checkbox(label='GIF', value=False)
+                create_mp4 = gr.Checkbox(label='MP4', value=False)
                 loop = gr.Checkbox(label='Loop', value=True)
                 duration = gr.Slider(label='Duration', minimum=0.25, maximum=10, step=0.25, value=2)
-        return [adapter_index, frames, lora_index, strength, override, create_gif, duration, loop]
+        return [adapter_index, frames, lora_index, strength, latent_mode, create_gif, create_mp4, duration, loop]
 
-    def process(self, p: processing.StableDiffusionProcessing, adapter_index, frames, lora_index, strength, override, create_gif, duration, loop): # pylint: disable=arguments-differ, unused-argument
+    def process(self, p: processing.StableDiffusionProcessing, adapter_index, frames, lora_index, strength, latent_mode, create_gif, create_mp4, duration, loop): # pylint: disable=arguments-differ, unused-argument
         adapter = ADAPTERS[adapter_index]
         lora = LORAS[lora_index]
         set_adapter(adapter)
         if motion_adapter is None:
             return
-        shared.log.debug(f'AnimateDiff: adapter="{adapter}" lora="{lora}" strength={strength} sampler={override} gif={create_gif}')
-        p.extra_generation_params['AnimateDiff'] = loaded_adapter
-        if override:
-            shared.sd_model.scheduler = diffusers.DDIMScheduler.from_pretrained('SG161222/Realistic_Vision_V5.1_noVAE', subfolder="scheduler", clip_sample=False, timestep_spacing="linspace", steps_offset=1)
+        shared.log.debug(f'AnimateDiff: adapter="{adapter}" lora="{lora}" strength={strength} gif={create_gif} mp4={create_mp4}')
         if lora is not None and lora != 'None':
             shared.sd_model.load_lora_weights(lora, adapter_name=lora)
             shared.sd_model.set_adapters([lora], adapter_weights=[strength])
             p.extra_generation_params['AnimateDiff Lora'] = f'{lora}:{strength}'
+        p.extra_generation_params['AnimateDiff'] = loaded_adapter
         p.do_not_save_grid = True
         p.task_args['num_frames'] = frames
-        p.task_args['output_type'] = 'np' # TODO: AnimateDiff use latents and update vae_decode
         p.task_args['num_inference_steps'] = p.steps
+        if not latent_mode:
+            p.task_args['output_type'] = 'np'
 
-    def postprocess(self, p: processing.StableDiffusionProcessing, processed: processing.Processed, adapter_index, frames, lora_index, strength, override, create_gif, duration, loop): # pylint: disable=arguments-differ, unused-argument
-        if not create_gif or len(processed.images) < 2:
-            return
-        from modules.images import FilenameGenerator
-        image = processed.images[0]
-        namegen = FilenameGenerator(p, seed=p.all_seeds[0], prompt=p.all_prompts[0], image=image)
-        fn = namegen.apply(shared.opts.samples_filename_pattern if shared.opts.samples_filename_pattern and len(shared.opts.samples_filename_pattern) > 0 else "[seq]-[prompt_words]")
-        fn = namegen.sanitize(os.path.join(shared.opts.outdir_save, fn))
-        fn = namegen.sequence(fn, shared.opts.outdir_save, '')
-        images = processed.images[1:]
-        if loop:
-            images += processed.images[::-1]
-        image.save(
-            f'{fn}.gif',
-            save_all = True,
-            append_images = images,
-            optimize = False,
-            duration = 1000.0 * duration / frames,
-            loop = 0 if loop else 1,
-        )
-        shared.log.info(f'AnimateDiff saved: file="{fn}" frames={len(images) + 1} duration={duration} loop={loop}')
+    def postprocess(self, p: processing.StableDiffusionProcessing, processed: processing.Processed, adapter_index, frames, lora_index, strength, latent_mode, create_gif, create_mp4, duration, loop): # pylint: disable=arguments-differ, unused-argument
+        from modules.images import save_video
+        if create_gif:
+            save_video(p, images=processed.images, video_type='gif', duration=duration, loop=loop)
+        if create_mp4:
+            save_video(p, images=processed.images, video_type='mp4', duration=duration, loop=loop)
diff --git a/scripts/stablevideodiffusion.py b/scripts/stablevideodiffusion.py
new file mode 100644
index 000000000..612b184a2
--- /dev/null
+++ b/scripts/stablevideodiffusion.py
@@ -0,0 +1,68 @@
+"""
+Additional params for StableVideoDiffusion
+"""
+import torch
+import gradio as gr
+from modules import scripts, processing, shared, sd_models, images
+
+
+class Script(scripts.Script):
+    def title(self):
+        return 'Stable Video Diffusion'
+
+    def show(self, is_img2img):
+        return is_img2img if shared.backend == shared.Backend.DIFFUSERS else False
+
+    # return signature is array of gradio components
+    def ui(self, _is_img2img):
+        with gr.Row():
+            num_frames = gr.Slider(label='Frames', minimum=1, maximum=50, step=1, value=14)
+            min_guidance_scale = gr.Slider(label='Min guidance', minimum=0.0, maximum=10.0, step=0.1, value=1.0)
+            max_guidance_scale = gr.Slider(label='Max guidance', minimum=0.0, maximum=10.0, step=0.1, value=3.0)
+        with gr.Row():
+            decode_chunk_size = gr.Slider(label='Decode chunks', minimum=1, maximum=25, step=1, value=6)
+            motion_bucket_id = gr.Slider(label='Motion level', minimum=0, maximum=1, step=0.05, value=0.5)
+            noise_aug_strength = gr.Slider(label='Noise strength', minimum=0.0, maximum=1.0, step=0.01, value=0.1)
+        with gr.Row():
+            override_resolution = gr.Checkbox(label='Override resolution', value=True)
+            create_gif = gr.Checkbox(label='GIF', value=False)
+            create_mp4 = gr.Checkbox(label='MP4', value=False)
+            loop = gr.Checkbox(label='Loop', value=True)
+            duration = gr.Slider(label='Duration', minimum=0.25, maximum=10, step=0.25, value=2)
+        return [num_frames, override_resolution, min_guidance_scale, max_guidance_scale, decode_chunk_size, motion_bucket_id, noise_aug_strength, create_gif, create_mp4, duration, loop]
+
+    def run(self, p: processing.StableDiffusionProcessing, num_frames, override_resolution, min_guidance_scale, max_guidance_scale, decode_chunk_size, motion_bucket_id, noise_aug_strength, create_gif, create_mp4, duration, loop): # pylint: disable=arguments-differ, unused-argument
+        if shared.sd_model is None or shared.sd_model.__class__.__name__ != 'StableVideoDiffusionPipeline':
+            return None
+        if hasattr(p, 'init_images') and len(p.init_images) > 0:
+            if override_resolution:
+                p.width = 1024
+                p.height = 576
+                p.task_args['image'] = images.resize_image(resize_mode=2, im=p.init_images[0], width=p.width, height=p.height, upscaler_name=None, output_type='pil')
+            else:
+                p.task_args['image'] = p.init_images[0]
+            p.ops.append('svd')
+            p.do_not_save_grid = True
+            p.sampler_name = 'Default' # svd does not support non-default sampler
+            p.task_args['generator'] = torch.manual_seed(p.seed) # svd does not support gpu based generator
+            p.task_args['width'] = p.width
+            p.task_args['height'] = p.height
+            p.task_args['num_frames'] = num_frames
+            p.task_args['decode_chunk_size'] = decode_chunk_size
+            p.task_args['motion_bucket_id'] = round(255 * motion_bucket_id)
+            p.task_args['noise_aug_strength'] = noise_aug_strength
+            p.task_args['num_inference_steps'] = p.steps
+            p.task_args['min_guidance_scale'] = min_guidance_scale
+            p.task_args['max_guidance_scale'] = max_guidance_scale
+            p.task_args['output_type'] = 'np'
+            shared.log.debug(f'StableVideo: args={p.task_args}')
+            shared.sd_model = sd_models.set_diffuser_pipe(shared.sd_model, sd_models.DiffusersTaskType.IMAGE_2_IMAGE)
+            processed = processing.process_images(p)
+            if create_gif:
+                images.save_video(p, images=processed.images, video_type='gif', duration=duration, loop=loop)
+            if create_mp4:
+                images.save_video(p, images=processed.images, video_type='mp4', duration=duration, loop=loop)
+            return processed
+        else:
+            shared.log.error('StableVideo: no init_images')
+            return None

From 14141e4259fc6815900afd773e540db1c2c18d68 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Thu, 30 Nov 2023 11:55:15 -0500
Subject: [PATCH 22/42] fix extra networks sort

---
 javascript/extraNetworks.js | 4 ++--
 javascript/sdnext.css       | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/javascript/extraNetworks.js b/javascript/extraNetworks.js
index 9261ffb7d..216673ede 100644
--- a/javascript/extraNetworks.js
+++ b/javascript/extraNetworks.js
@@ -166,8 +166,8 @@ function sortExtraNetworks() {
     if (num === 0) return 'sort: no cards';
     cards.sort((a, b) => { // eslint-disable-line no-loop-func
       switch (sortVal) {
-        case 0: return a.dataset.name ? a.dataset.search.localeCompare(b.dataset.name) : 0;
-        case 1: return b.dataset.name ? b.dataset.search.localeCompare(a.dataset.name) : 0;
+        case 0: return a.dataset.search ? a.dataset.search.localeCompare(b.dataset.search) : 0;
+        case 1: return b.dataset.search ? b.dataset.search.localeCompare(a.dataset.search) : 0;
         case 2: return a.dataset.mtime && !isNaN(a.dataset.mtime) ? parseFloat(b.dataset.mtime) - parseFloat(a.dataset.mtime) : 0;
         case 3: return b.dataset.mtime && !isNaN(b.dataset.mtime) ? parseFloat(a.dataset.mtime) - parseFloat(b.dataset.mtime) : 0;
         case 4: return a.dataset.size && !isNaN(a.dataset.size) ? parseFloat(b.dataset.size) - parseFloat(a.dataset.size) : 0;
diff --git a/javascript/sdnext.css b/javascript/sdnext.css
index d10878a62..1d7154569 100644
--- a/javascript/sdnext.css
+++ b/javascript/sdnext.css
@@ -184,7 +184,7 @@ table.settings-value-table td { padding: 0.4em; border: 1px solid #ccc; max-widt
 .extra-networks .description { flex: 3; }
 .extra-networks .tab-nav > button { margin-right: 0; height: 24px; padding: 2px 4px 2px 4px; }
 .extra-networks .buttons { position: absolute; right: 0; margin: -4px; background: var(--background-color); }
-.extra-networks .buttons > button { margin-left: -0.4em; height: 1.4em; color: var(--primary-300) !important; }
+.extra-networks .buttons > button { margin-left: -0.2em; height: 1.4em; color: var(--primary-300) !important; }
 .extra-networks .custom-button { width: 120px; width: 100%; background: none; justify-content: left; text-align: left; padding: 3px 3px 3px 12px; text-indent: -6px; box-shadow: none; line-break: auto; }
 .extra-networks .custom-button:hover { background: var(--button-primary-background-fill) }
 .extra-networks-tab { padding: 0 !important; }

From 52f453400af03a314c740214d866866e0ed645a7 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 1 Dec 2023 10:27:41 -0500
Subject: [PATCH 23/42] add rife prototype and handle missing default
 scriptrunners

---
 CHANGELOG.md                    |   8 +-
 modules/processing.py           |   9 +-
 modules/processing_diffusers.py |   1 -
 modules/rife/loss.py            | 122 ++++++++++++++++++++++
 modules/rife/model_ifnet.py     | 134 ++++++++++++++++++++++++
 modules/rife/model_rife.py      |  83 +++++++++++++++
 modules/rife/refine.py          |  90 +++++++++++++++++
 modules/rife/rife.py            | 153 ++++++++++++++++++++++++++++
 modules/rife/ssim.py            | 174 ++++++++++++++++++++++++++++++++
 modules/rife/warplayer.py       |  17 ++++
 10 files changed, 783 insertions(+), 8 deletions(-)
 create mode 100644 modules/rife/loss.py
 create mode 100644 modules/rife/model_ifnet.py
 create mode 100644 modules/rife/model_rife.py
 create mode 100644 modules/rife/refine.py
 create mode 100755 modules/rife/rife.py
 create mode 100644 modules/rife/ssim.py
 create mode 100644 modules/rife/warplayer.py

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a83202e94..a5b138854 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Change Log for SD.Next
 
-## Update for 2023-11-29
+## Update for 2023-11-30
 
 - **Diffusers**
   - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
@@ -38,13 +38,13 @@
   - applies to any model that supports video generation, e.g. AnimateDiff and StableVideoDiffusion  
   - support for GIF and MP4  
   - output folder for videos is in *settings -> image paths -> video*  
-- **Model merge**
-  - add **SD-XL ReBasin** support, thanks @AI-Casanova  
 - **General**
-  - further UI optimizations for **mobile devices**, thanks @iDeNoh
+  - **model merge** add **SD-XL ReBasin** support, thanks @AI-Casanova  
+  - further UI optimizations for **mobile devices**, thanks @iDeNoh  
   - log level defaults to info for console and debug for log file  
   - better prompt display in process tab  
   - increase maximum lora cache values  
+  - fix extra networks sorting
   - fix controlnet compatibility issues in original backend  
   - fix img2img/inpaint paste params  
   - fix save text file for manually saved images  
diff --git a/modules/processing.py b/modules/processing.py
index 1131fad85..01f1dd3af 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -122,7 +122,6 @@ class StableDiffusionProcessing:
     The first set of paramaters: sd_models -> do_not_reload_embeddings represent the minimum required to create a StableDiffusionProcessing
     """
     def __init__(self, sd_model=None, outpath_samples=None, outpath_grids=None, prompt: str = "", styles: List[str] = None, seed: int = -1, subseed: int = -1, subseed_strength: float = 0, seed_resize_from_h: int = -1, seed_resize_from_w: int = -1, seed_enable_extras: bool = True, sampler_name: str = None, latent_sampler: str = None, batch_size: int = 1, n_iter: int = 1, steps: int = 50, cfg_scale: float = 7.0, image_cfg_scale: float = None, clip_skip: int = 1, width: int = 512, height: int = 512, full_quality: bool = True, restore_faces: bool = False, tiling: bool = False, do_not_save_samples: bool = False, do_not_save_grid: bool = False, extra_generation_params: Dict[Any, Any] = None, overlay_images: Any = None, negative_prompt: str = None, eta: float = None, do_not_reload_embeddings: bool = False, denoising_strength: float = 0, diffusers_guidance_rescale: float = 0.7, hdr_clamp: bool = False, hdr_boundary: float = 4.0, hdr_threshold: float = 3.5, hdr_center: bool = False, hdr_channel_shift: float = 0.8, hdr_full_shift: float = 0.8, hdr_maximize: bool = False, hdr_max_center: float = 0.6, hdr_max_boundry: float = 1.0, override_settings: Dict[str, Any] = None, override_settings_restore_afterwards: bool = True, sampler_index: int = None, script_args: list = None): # pylint: disable=unused-argument
-
         self.outpath_samples: str = outpath_samples
         self.outpath_grids: str = outpath_grids
         self.prompt: str = prompt
@@ -166,8 +165,8 @@ class StableDiffusionProcessing:
         self.disable_extra_networks = False
         self.token_merging_ratio = 0
         self.token_merging_ratio_hr = 0
-        self.scripts = None
-        self.script_args = script_args or []
+        # self.scripts = modules.scripts.ScriptRunner() # set via property
+        # self.script_args = script_args or [] # set via property
         self.per_script_args = {}
         self.all_prompts = None
         self.all_negative_prompts = None
@@ -1070,6 +1069,8 @@ class StableDiffusionProcessingTxt2Img(StableDiffusionProcessing):
         self.refiner_prompt = refiner_prompt
         self.refiner_negative = refiner_negative
         self.sampler = None
+        self.scripts = None
+        self.script_args = []
 
     def init(self, all_prompts, all_seeds, all_subseeds):
         if shared.backend == shared.Backend.DIFFUSERS:
@@ -1232,6 +1233,8 @@ class StableDiffusionProcessingImg2Img(StableDiffusionProcessing):
         self.is_batch = False
         self.scale_by = 1.0
         self.sampler = None
+        self.scripts = None
+        self.script_args = []
 
     def init(self, all_prompts, all_seeds, all_subseeds):
         if shared.backend == shared.Backend.DIFFUSERS and self.image_mask is not None:
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 995c84183..2049fa881 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -82,7 +82,6 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
                     raise AssertionError('Interrupted...')
                 time.sleep(0.1)
         if kwargs.get('latents', None) is None:
-            print('HERE NO')
             return kwargs
         kwargs = correction_callback(p, timestep, kwargs)
         shared.state.current_latent = kwargs['latents']
diff --git a/modules/rife/loss.py b/modules/rife/loss.py
new file mode 100644
index 000000000..993f319fb
--- /dev/null
+++ b/modules/rife/loss.py
@@ -0,0 +1,122 @@
+import numpy as np
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+import torchvision.models as models
+from modules import devices
+
+
+class EPE(nn.Module):
+    def __init__(self):
+        super(EPE, self).__init__()
+
+    def forward(self, flow, gt, loss_mask):
+        loss_map = (flow - gt.detach()) ** 2
+        loss_map = (loss_map.sum(1, True) + 1e-6) ** 0.5
+        return loss_map * loss_mask
+
+
+class Ternary(nn.Module):
+    def __init__(self):
+        super(Ternary, self).__init__()
+        patch_size = 7
+        out_channels = patch_size * patch_size
+        self.w = np.eye(out_channels).reshape(
+            (patch_size, patch_size, 1, out_channels))
+        self.w = np.transpose(self.w, (3, 2, 0, 1))
+        self.w = torch.tensor(self.w).float().to(devices.device)
+
+    def transform(self, img):
+        patches = F.conv2d(img, self.w, padding=3, bias=None)
+        transf = patches - img
+        transf_norm = transf / torch.sqrt(0.81 + transf**2)
+        return transf_norm
+
+    def rgb2gray(self, rgb):
+        r, g, b = rgb[:, 0:1, :, :], rgb[:, 1:2, :, :], rgb[:, 2:3, :, :]
+        gray = 0.2989 * r + 0.5870 * g + 0.1140 * b
+        return gray
+
+    def hamming(self, t1, t2):
+        dist = (t1 - t2) ** 2
+        dist_norm = torch.mean(dist / (0.1 + dist), 1, True)
+        return dist_norm
+
+    def valid_mask(self, t, padding):
+        n, _, h, w = t.size()
+        inner = torch.ones(n, 1, h - 2 * padding, w - 2 * padding).type_as(t)
+        mask = F.pad(inner, [padding] * 4)
+        return mask
+
+    def forward(self, img0, img1):
+        img0 = self.transform(self.rgb2gray(img0))
+        img1 = self.transform(self.rgb2gray(img1))
+        return self.hamming(img0, img1) * self.valid_mask(img0, 1)
+
+
+class SOBEL(nn.Module):
+    def __init__(self):
+        super(SOBEL, self).__init__()
+        self.kernelX = torch.tensor([
+            [1, 0, -1],
+            [2, 0, -2],
+            [1, 0, -1],
+        ]).float()
+        self.kernelY = self.kernelX.clone().T
+        self.kernelX = self.kernelX.unsqueeze(0).unsqueeze(0).to(devices.device)
+        self.kernelY = self.kernelY.unsqueeze(0).unsqueeze(0).to(devices.device)
+
+    def forward(self, pred, gt):
+        N, C, H, W = pred.shape[0], pred.shape[1], pred.shape[2], pred.shape[3]
+        img_stack = torch.cat(
+            [pred.reshape(N*C, 1, H, W), gt.reshape(N*C, 1, H, W)], 0)
+        sobel_stack_x = F.conv2d(img_stack, self.kernelX, padding=1)
+        sobel_stack_y = F.conv2d(img_stack, self.kernelY, padding=1)
+        pred_X, gt_X = sobel_stack_x[:N*C], sobel_stack_x[N*C:]
+        pred_Y, gt_Y = sobel_stack_y[:N*C], sobel_stack_y[N*C:]
+        L1X, L1Y = torch.abs(pred_X-gt_X), torch.abs(pred_Y-gt_Y)
+        loss = L1X+L1Y
+        return loss
+
+
+class MeanShift(nn.Conv2d):
+    def __init__(self, data_mean, data_std, data_range=1, norm=True):
+        c = len(data_mean)
+        super(MeanShift, self).__init__(c, c, kernel_size=1)
+        std = torch.Tensor(data_std)
+        self.weight.data = torch.eye(c).view(c, c, 1, 1)
+        if norm:
+            self.weight.data.div_(std.view(c, 1, 1, 1))
+            self.bias.data = -1 * data_range * torch.Tensor(data_mean)
+            self.bias.data.div_(std)
+        else:
+            self.weight.data.mul_(std.view(c, 1, 1, 1))
+            self.bias.data = data_range * torch.Tensor(data_mean)
+        self.requires_grad = False
+
+
+class VGGPerceptualLoss(torch.nn.Module):
+    def __init__(self, rank=0): # pylint: disable=unused-argument
+        super(VGGPerceptualLoss, self).__init__()
+        pretrained = True
+        self.vgg_pretrained_features = models.vgg19(
+            pretrained=pretrained).features
+        self.normalize = MeanShift([0.485, 0.456, 0.406], [
+                                   0.229, 0.224, 0.225], norm=True).cuda()
+        for param in self.parameters():
+            param.requires_grad = False
+
+    def forward(self, X, Y, indices=None):
+        X = self.normalize(X)
+        Y = self.normalize(Y)
+        indices = [2, 7, 12, 21, 30]
+        weights = [1.0/2.6, 1.0/4.8, 1.0/3.7, 1.0/5.6, 10/1.5]
+        k = 0
+        loss = 0
+        for i in range(indices[-1]):
+            X = self.vgg_pretrained_features[i](X)
+            Y = self.vgg_pretrained_features[i](Y)
+            if i+1 in indices:
+                loss += weights[k] * (X - Y.detach()).abs().mean() * 0.1
+                k += 1
+        return loss
diff --git a/modules/rife/model_ifnet.py b/modules/rife/model_ifnet.py
new file mode 100644
index 000000000..91598bde8
--- /dev/null
+++ b/modules/rife/model_ifnet.py
@@ -0,0 +1,134 @@
+import os
+import sys
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+
+sys.path.append(os.path.dirname(__file__))
+from warplayer import warp # pylint: disable=wrong-import-position
+
+
+device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+
+
+def conv(in_planes, out_planes, kernel_size=3, stride=1, padding=1, dilation=1):
+    return nn.Sequential(
+        nn.Conv2d(in_planes, out_planes, kernel_size=kernel_size, stride=stride,
+                  padding=padding, dilation=dilation, bias=True),
+        nn.LeakyReLU(0.2, True)
+    )
+
+def conv_bn(in_planes, out_planes, kernel_size=3, stride=1, padding=1, dilation=1):
+    return nn.Sequential(
+        nn.Conv2d(in_planes, out_planes, kernel_size=kernel_size, stride=stride,
+                  padding=padding, dilation=dilation, bias=False),
+        nn.BatchNorm2d(out_planes),
+        nn.LeakyReLU(0.2, True)
+    )
+
+class ResConv(nn.Module):
+    def __init__(self, c, dilation=1):
+        super(ResConv, self).__init__()
+        self.conv = nn.Conv2d(c, c, 3, 1, dilation, dilation=dilation, groups=1\
+)
+        self.beta = nn.Parameter(torch.ones((1, c, 1, 1)), requires_grad=True)
+        self.relu = nn.LeakyReLU(0.2, True)
+
+    def forward(self, x):
+        return self.relu(self.conv(x) * self.beta + x)
+
+class IFBlock(nn.Module):
+    def __init__(self, in_planes, c=64):
+        super(IFBlock, self).__init__()
+        self.conv0 = nn.Sequential(
+            conv(in_planes, c//2, 3, 2, 1),
+            conv(c//2, c, 3, 2, 1),
+            )
+        self.convblock = nn.Sequential(
+            ResConv(c),
+            ResConv(c),
+            ResConv(c),
+            ResConv(c),
+            ResConv(c),
+            ResConv(c),
+            ResConv(c),
+            ResConv(c),
+        )
+        self.lastconv = nn.Sequential(
+            nn.ConvTranspose2d(c, 4*6, 4, 2, 1),
+            nn.PixelShuffle(2)
+        )
+
+    def forward(self, x, flow=None, scale=1):
+        x = F.interpolate(x, scale_factor= 1. / scale, mode="bilinear", align_corners=False)
+        if flow is not None:
+            flow = F.interpolate(flow, scale_factor= 1. / scale, mode="bilinear", align_corners=False) * 1. / scale
+            x = torch.cat((x, flow), 1)
+        feat = self.conv0(x)
+        feat = self.convblock(feat)
+        tmp = self.lastconv(feat)
+        tmp = F.interpolate(tmp, scale_factor=scale, mode="bilinear", align_corners=False)
+        flow = tmp[:, :4] * scale
+        mask = tmp[:, 4:5]
+        return flow, mask
+
+class IFNet(nn.Module):
+    def __init__(self):
+        super(IFNet, self).__init__()
+        self.block0 = IFBlock(7, c=192)
+        self.block1 = IFBlock(8+4, c=128)
+        self.block2 = IFBlock(8+4, c=96)
+        self.block3 = IFBlock(8+4, c=64)
+        # self.contextnet = Contextnet()
+        # self.unet = Unet()
+
+    def forward( self, x, timestep=0.5, scale_list=[8, 4, 2, 1], training=False, fastmode=True, ensemble=False):
+        if training is False:
+            channel = x.shape[1] // 2
+            img0 = x[:, :channel]
+            img1 = x[:, channel:]
+        if not torch.is_tensor(timestep):
+            timestep = (x[:, :1].clone() * 0 + 1) * timestep
+        else:
+            timestep = timestep.repeat(1, 1, img0.shape[2], img0.shape[3])
+        flow_list = []
+        merged = []
+        mask_list = []
+        warped_img0 = img0
+        warped_img1 = img1
+        flow = None
+        mask = None
+        # loss_cons = 0
+        block = [self.block0, self.block1, self.block2, self.block3]
+        for i in range(4):
+            if flow is None:
+                flow, mask = block[i](torch.cat((img0[:, :3], img1[:, :3], timestep), 1), None, scale=scale_list[i])
+                if ensemble:
+                    f1, m1 = block[i](torch.cat((img1[:, :3], img0[:, :3], 1-timestep), 1), None, scale=scale_list[i])
+                    flow = (flow + torch.cat((f1[:, 2:4], f1[:, :2]), 1)) / 2
+                    mask = (mask + (-m1)) / 2
+            else:
+                f0, m0 = block[i](torch.cat((warped_img0[:, :3], warped_img1[:, :3], timestep, mask), 1), flow, scale=scale_list[i])
+                if ensemble:
+                    f1, m1 = block[i](torch.cat((warped_img1[:, :3], warped_img0[:, :3], 1-timestep, -mask), 1), torch.cat((flow[:, 2:4], flow[:, :2]), 1), scale=scale_list[i]) # pylint: disable=invalid-unary-operand-type
+                    f0 = (f0 + torch.cat((f1[:, 2:4], f1[:, :2]), 1)) / 2
+                    m0 = (m0 + (-m1)) / 2
+                flow = flow + f0
+                mask = mask + m0
+            mask_list.append(mask)
+            flow_list.append(flow)
+            warped_img0 = warp(img0, flow[:, :2])
+            warped_img1 = warp(img1, flow[:, 2:4])
+            merged.append((warped_img0, warped_img1))
+        mask_list[3] = torch.sigmoid(mask_list[3])
+        merged[3] = merged[3][0] * mask_list[3] + merged[3][1] * (1 - mask_list[3])
+        if not fastmode:
+            print('contextnet is removed')
+            '''
+            c0 = self.contextnet(img0, flow[:, :2])
+            c1 = self.contextnet(img1, flow[:, 2:4])
+            tmp = self.unet(img0, img1, warped_img0, warped_img1, mask, flow, c0, c1)
+            res = tmp[:, :3] * 2 - 1
+            merged[3] = torch.clamp(merged[3] + res, 0, 1)
+            '''
+        return flow_list, mask_list[3], merged
diff --git a/modules/rife/model_rife.py b/modules/rife/model_rife.py
new file mode 100644
index 000000000..4084db6df
--- /dev/null
+++ b/modules/rife/model_rife.py
@@ -0,0 +1,83 @@
+import torch
+from torch.optim import AdamW
+from torch.nn.parallel import DistributedDataParallel as DDP
+from model_ifnet import IFNet
+from loss import EPE, SOBEL
+from modules import devices
+
+
+class Model:
+    def __init__(self, local_rank=-1):
+        self.flownet = IFNet()
+        self.device()
+        self.optimG = AdamW(self.flownet.parameters(), lr=1e-6, weight_decay=1e-4)
+        self.epe = EPE()
+        self.version = 3.9
+        # self.vgg = VGGPerceptualLoss().to(device)
+        self.sobel = SOBEL()
+        if local_rank != -1:
+            self.flownet = DDP(self.flownet, device_ids=[local_rank], output_device=local_rank)
+
+    def train(self):
+        self.flownet.train()
+
+    def eval(self):
+        self.flownet.eval()
+
+    def device(self):
+        self.flownet.to(devices.device)
+        self.flownet.to(devices.dtype)
+
+    def load_model(self, model_file, rank=0):
+        def convert(param):
+            if rank == -1:
+                return {
+                    k.replace("module.", ""): v
+                    for k, v in param.items()
+                    if "module." in k
+                }
+            else:
+                return param
+        if rank <= 0:
+            if torch.cuda.is_available():
+                self.flownet.load_state_dict(convert(torch.load(model_file)), False)
+            else:
+                self.flownet.load_state_dict(convert(torch.load(model_file, map_location='cpu')), False)
+
+    def save_model(self, model_file, rank=0):
+        if rank == 0:
+            torch.save(self.flownet.state_dict(), model_file)
+
+    def inference(self, img0, img1, timestep=0.5, scale=1.0):
+        imgs = torch.cat((img0, img1), 1)
+        scale_list = [8/scale, 4/scale, 2/scale, 1/scale]
+        _flow, _mask, merged = self.flownet(imgs, timestep, scale_list)
+        return merged[3]
+
+    def update(self, imgs, gt, learning_rate=0, mul=1, training=True, flow_gt=None): # pylint: disable=unused-argument
+        for param_group in self.optimG.param_groups:
+            param_group['lr'] = learning_rate
+        # img0 = imgs[:, :3]
+        # img1 = imgs[:, 3:]
+        if training:
+            self.train()
+        else:
+            self.eval()
+        scale = [8, 4, 2, 1]
+        flow, mask, merged = self.flownet(torch.cat((imgs, gt), 1), scale=scale, training=training)
+        loss_l1 = (merged[3] - gt).abs().mean()
+        loss_smooth = self.sobel(flow[3], flow[3]*0).mean()
+        # loss_vgg = self.vgg(merged[2], gt)
+        if training:
+            self.optimG.zero_grad()
+            loss_G = loss_l1 + loss_smooth * 0.1
+            loss_G.backward()
+            self.optimG.step()
+        # else:
+        #    flow_teacher = flow[2]
+        return merged[3], {
+            'mask': mask,
+            'flow': flow[3][:, :2],
+            'loss_l1': loss_l1,
+            'loss_smooth': loss_smooth,
+        }
diff --git a/modules/rife/refine.py b/modules/rife/refine.py
new file mode 100644
index 000000000..fae3ddc5c
--- /dev/null
+++ b/modules/rife/refine.py
@@ -0,0 +1,90 @@
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+from warplayer import warp
+
+
+c = 16
+
+
+def conv(in_planes, out_planes, kernel_size=3, stride=1, padding=1, dilation=1):
+    return nn.Sequential(
+        nn.Conv2d(in_planes, out_planes, kernel_size=kernel_size, stride=stride, padding=padding, dilation=dilation, bias=True),
+        nn.LeakyReLU(0.2, True)
+    )
+
+
+def conv_woact(in_planes, out_planes, kernel_size=3, stride=1, padding=1, dilation=1):
+    return nn.Sequential(
+        nn.Conv2d(in_planes, out_planes, kernel_size=kernel_size, stride=stride, padding=padding, dilation=dilation, bias=True),
+    )
+
+
+def deconv(in_planes, out_planes, kernel_size=4, stride=2, padding=1): # pylint: disable=unused-argument
+    return nn.Sequential(
+        torch.nn.ConvTranspose2d(in_channels=in_planes, out_channels=out_planes, kernel_size=4, stride=2, padding=1, bias=True),
+        nn.LeakyReLU(0.2, True)
+    )
+
+
+class Conv2(nn.Module):
+    def __init__(self, in_planes, out_planes, stride=2):
+        super(Conv2, self).__init__()
+        self.conv1 = conv(in_planes, out_planes, 3, stride, 1)
+        self.conv2 = conv(out_planes, out_planes, 3, 1, 1)
+
+    def forward(self, x):
+        x = self.conv1(x)
+        x = self.conv2(x)
+        return x
+
+
+class Contextnet(nn.Module):
+    def __init__(self):
+        super(Contextnet, self).__init__()
+        self.conv1 = Conv2(3, c)
+        self.conv2 = Conv2(c, 2*c)
+        self.conv3 = Conv2(2*c, 4*c)
+        self.conv4 = Conv2(4*c, 8*c)
+
+    def forward(self, x, flow):
+        x = self.conv1(x)
+        flow = F.interpolate(flow, scale_factor=0.5, mode="bilinear", align_corners=False) * 0.5
+        f1 = warp(x, flow)
+        x = self.conv2(x)
+        flow = F.interpolate(flow, scale_factor=0.5, mode="bilinear", align_corners=False) * 0.5
+        f2 = warp(x, flow)
+        x = self.conv3(x)
+        flow = F.interpolate(flow, scale_factor=0.5, mode="bilinear", align_corners=False) * 0.5
+        f3 = warp(x, flow)
+        x = self.conv4(x)
+        flow = F.interpolate(flow, scale_factor=0.5, mode="bilinear", align_corners=False) * 0.5
+        f4 = warp(x, flow)
+        return [f1, f2, f3, f4]
+
+
+class Unet(nn.Module):
+    def __init__(self):
+        super(Unet, self).__init__()
+        self.down0 = Conv2(17, 2*c)
+        self.down1 = Conv2(4*c, 4*c)
+        self.down2 = Conv2(8*c, 8*c)
+        self.down3 = Conv2(16*c, 16*c)
+        self.up0 = deconv(32*c, 8*c)
+        self.up1 = deconv(16*c, 4*c)
+        self.up2 = deconv(8*c, 2*c)
+        self.up3 = deconv(4*c, c)
+        self.conv = nn.Conv2d(c, 3, 3, 1, 1)
+
+    def forward(self, img0, img1, warped_img0, warped_img1, mask, flow, c0, c1):
+        s0 = self.down0(
+            torch.cat((img0, img1, warped_img0, warped_img1, mask, flow), 1))
+        s1 = self.down1(torch.cat((s0, c0[0], c1[0]), 1))
+        s2 = self.down2(torch.cat((s1, c0[1], c1[1]), 1))
+        s3 = self.down3(torch.cat((s2, c0[2], c1[2]), 1))
+        x = self.up0(torch.cat((s3, c0[3], c1[3]), 1))
+        x = self.up1(torch.cat((x, s2), 1))
+        x = self.up2(torch.cat((x, s1), 1))
+        x = self.up3(torch.cat((x, s0), 1))
+        x = self.conv(x)
+        return torch.sigmoid(x)
diff --git a/modules/rife/rife.py b/modules/rife/rife.py
new file mode 100755
index 000000000..249b778cf
--- /dev/null
+++ b/modules/rife/rife.py
@@ -0,0 +1,153 @@
+#!/bin/env python
+
+import _thread
+import argparse
+import os
+import time
+import tempfile
+from queue import Queue
+import filetype
+import cv2
+import numpy as np
+import torch
+from torch.nn import functional as F
+from tqdm.rich import tqdm
+from ssim import ssim_matlab
+from model_rife import Model
+from modules import devices
+
+
+model = None
+count = 0
+
+
+def load(model_path: str = 'rife/flownet-v46.pkl'):
+    global model # pylint: disable=global-statement
+    model = Model()
+    model.load_model(model_path, -1)
+    model.eval()
+    model.device()
+
+
+def interpolate(args): # pylint: disable=redefined-outer-name
+    print('start interpolate')
+    t0 = time.time()
+    if model is None:
+        load(args.model)
+    videogen = []
+    if args.seq is None:
+        for f in os.listdir(args.input):
+            fn = os.path.join(args.input, f)
+            if os.path.isfile(fn) and filetype.is_image(fn):
+                videogen.append(fn)
+    else:
+        files = sorted(os.listdir(args.input))
+        current = args.seq
+        for f in files:
+            seq = os.path.basename(f).split('-')[0]
+            if seq.isdigit() and int(seq) == current:
+                fn = os.path.join(args.input, f)
+                videogen.append(fn)
+                current += 1
+
+    videogen = sorted(videogen)
+    print(f'inputs: {len(videogen)} {[os.path.basename(f) for f in videogen]}')
+    # videogen.sort(key=lambda x:int(os.path.basename(x[:-4])))
+    frame = cv2.imread(videogen[0], cv2.IMREAD_UNCHANGED)[:, :, ::-1].copy()
+    h, w, _ = frame.shape
+    if not os.path.exists(args.output):
+        os.mkdir(args.output)
+
+    def write(output_dir, buffer):
+        global count # pylint: disable=global-statement
+        item = buffer.get()
+        while item is not None:
+            cv2.imwrite(f'{output_dir}/{count:0>6d}.jpg', item[:, :, ::-1])
+            item = buffer.get()
+            count += 1
+
+    def execute(I0, I1, n):
+        if model.version >= 3.9:
+            res = []
+            for i in range(n):
+                res.append(model.inference(I0, I1, (i+1) * 1. / (n+1), args.scale))
+            return res
+        else:
+            middle = model.inference(I0, I1, args.scale)
+            if n == 1:
+                return [middle]
+            first_half = execute(I0, middle, n=n//2)
+            second_half = execute(middle, I1, n=n//2)
+            if n % 2:
+                return [*first_half, middle, *second_half]
+            else:
+                return [*first_half, *second_half]
+
+    def pad(img):
+        return F.pad(img, padding).half() if args.fp16 else F.pad(img, padding) # pylint: disable=not-callable
+
+    tmp = max(128, int(128 / args.scale))
+    ph = ((h - 1) // tmp + 1) * tmp
+    pw = ((w - 1) // tmp + 1) * tmp
+    padding = (0, pw - w, 0, ph - h)
+    buffer = Queue(maxsize=8192)
+    _thread.start_new_thread(write, (args.output, buffer))
+
+    print(f'padded start: frames={args.buffer}')
+    for _i in range(args.buffer): # fill starting frames
+        buffer.put(frame)
+
+    I1 = pad(torch.from_numpy(np.transpose(frame, (2,0,1))).to(devices.device, non_blocking=True).unsqueeze(0).float() / 255.)
+    with torch.no_grad():
+        with tqdm(total=len(videogen), desc='interpolate', unit='frame') as pbar:
+            for f in videogen:
+                frame = cv2.imread(f, cv2.IMREAD_UNCHANGED)[:, :, ::-1].copy()
+                I0 = I1
+                I1 = pad(torch.from_numpy(np.transpose(frame, (2,0,1))).to(devices.device, non_blocking=True).unsqueeze(0).float() / 255.)
+                I0_small = F.interpolate(I0, (32, 32), mode='bilinear', align_corners=False)
+                I1_small = F.interpolate(I1, (32, 32), mode='bilinear', align_corners=False)
+                ssim = ssim_matlab(I0_small[:, :3], I1_small[:, :3])
+                if ssim > 0.99: # skip duplicate frames
+                    continue
+                if ssim < args.change:
+                    output = []
+                    for _i in range(args.buffer): # fill frames if change rate is above threshold
+                        output.append(I0)
+                    for _i in range(args.buffer):
+                        output.append(I1)
+                else:
+                    output = execute(I0, I1, args.multi-1)
+                for mid in output:
+                    mid = (((mid[0] * 255.).byte().cpu().numpy().transpose(1, 2, 0)))
+                    buffer.put(mid[:h, :w])
+                buffer.put(frame)
+                pbar.update(1)
+
+    print(f'padded end: frames={args.buffer}')
+    for _i in range(args.buffer): # fill ending frames
+        buffer.put(frame)
+    while not buffer.empty():
+        time.sleep(0.5)
+    t1 = time.time()
+    print(f'end interpolate: input={len(videogen)} frames={count} time={round(t1 - t0, 2)}')
+
+
+if __name__ == "__main__":
+    print('starting rife')
+    tmp_folder = os.path.join(tempfile.gettempdir(), f'rife-{time.strftime("%Y%m%d-%H%M%S")}')
+    parser = argparse.ArgumentParser(description='interpolate video frames using RIFE')
+    parser.add_argument('--model', type=str, default=os.path.abspath(os.path.join(os.path.dirname(__file__), 'model/flownet-v46.pkl')), help='path to model, default: %(default)s')
+    parser.add_argument('--input', type=str, required=True, default=None, help='input directory containing images, default: %(default)s')
+    parser.add_argument('--output', type=str, default=tmp_folder, help='output directory for interpolated images, default: %(default)s')
+    parser.add_argument('--scale', type=float, default=1.0, help='scale factor for interpolated images, default: %(default)s')
+    parser.add_argument('--multi', type=int, default=4, help='number of frames to interpolate between two input images, default: %(default)s')
+    parser.add_argument('--buffer', type=int, default=2, help='number of frames to buffer on scene change, default: %(default)s')
+    parser.add_argument('--change', type=float, default=0.3, help='scene change threshold (lower is more sensitive, default: %(default)s')
+    parser.add_argument('--fp16', action='store_true', help='use float16 precision instead of float32, default: %(default)s')
+    parser.add_argument('--fps', type=int, default=25, help='desired framerate, default: %(default)s')
+    parser.add_argument('--seq', type=int, default=None, help='image sequence start number, default: %(default)s')
+    parser.add_argument('--rm', action='store_true', help='remove interpolated images, default: %(default)s')
+    args = parser.parse_args()
+    print('args', args)
+    assert args.scale in [0.25, 0.5, 1.0, 2.0, 4.0]
+    interpolate(args)
diff --git a/modules/rife/ssim.py b/modules/rife/ssim.py
new file mode 100644
index 000000000..e2261ca7a
--- /dev/null
+++ b/modules/rife/ssim.py
@@ -0,0 +1,174 @@
+from math import exp
+import torch
+import torch.nn.functional as F
+from modules import devices
+
+
+def gaussian(window_size, sigma):
+    gauss = torch.Tensor([exp(-(x - window_size//2)**2/float(2*sigma**2)) for x in range(window_size)])
+    return gauss/gauss.sum()
+
+
+def create_window(window_size, channel=1):
+    _1D_window = gaussian(window_size, 1.5).unsqueeze(1)
+    _2D_window = _1D_window.mm(_1D_window.t()).float().unsqueeze(0).unsqueeze(0).to(devices.device)
+    window = _2D_window.expand(channel, 1, window_size, window_size).contiguous()
+    return window
+
+
+def create_window_3d(window_size, channel=1):
+    _1D_window = gaussian(window_size, 1.5).unsqueeze(1)
+    _2D_window = _1D_window.mm(_1D_window.t())
+    _3D_window = _2D_window.unsqueeze(2) @ (_1D_window.t())
+    window = _3D_window.expand(1, channel, window_size, window_size, window_size).contiguous().to(devices.device)
+    return window
+
+
+def ssim(img1, img2, window_size=11, window=None, size_average=True, full=False, val_range=None):
+    # Value range can be different from 255. Other common ranges are 1 (sigmoid) and 2 (tanh).
+    if val_range is None:
+        if torch.max(img1) > 128:
+            max_val = 255
+        else:
+            max_val = 1
+
+        if torch.min(img1) < -0.5:
+            min_val = -1
+        else:
+            min_val = 0
+        L = max_val - min_val
+    else:
+        L = val_range
+    padd = 0
+    (_, channel, height, width) = img1.size()
+    if window is None:
+        real_size = min(window_size, height, width)
+        window = create_window(real_size, channel=channel).to(img1.device)
+    # mu1 = F.conv2d(img1, window, padding=padd, groups=channel)
+    # mu2 = F.conv2d(img2, window, padding=padd, groups=channel)
+    mu1 = F.conv2d(F.pad(img1, (5, 5, 5, 5), mode='replicate'), window, padding=padd, groups=channel)
+    mu2 = F.conv2d(F.pad(img2, (5, 5, 5, 5), mode='replicate'), window, padding=padd, groups=channel)
+    mu1_sq = mu1.pow(2)
+    mu2_sq = mu2.pow(2)
+    mu1_mu2 = mu1 * mu2
+    sigma1_sq = F.conv2d(F.pad(img1 * img1, (5, 5, 5, 5), 'replicate'), window, padding=padd, groups=channel) - mu1_sq
+    sigma2_sq = F.conv2d(F.pad(img2 * img2, (5, 5, 5, 5), 'replicate'), window, padding=padd, groups=channel) - mu2_sq
+    sigma12 = F.conv2d(F.pad(img1 * img2, (5, 5, 5, 5), 'replicate'), window, padding=padd, groups=channel) - mu1_mu2
+    C1 = (0.01 * L) ** 2
+    C2 = (0.03 * L) ** 2
+    v1 = 2.0 * sigma12 + C2
+    v2 = sigma1_sq + sigma2_sq + C2
+    cs = torch.mean(v1 / v2)  # contrast sensitivity
+    ssim_map = ((2 * mu1_mu2 + C1) * v1) / ((mu1_sq + mu2_sq + C1) * v2)
+    if size_average:
+        ret = ssim_map.mean()
+    else:
+        ret = ssim_map.mean(1).mean(1).mean(1)
+    if full:
+        return ret, cs
+    return ret
+
+
+def ssim_matlab(img1, img2, window_size=11, window=None, size_average=True, full=False, val_range=None):
+    # Value range can be different from 255. Other common ranges are 1 (sigmoid) and 2 (tanh).
+    if val_range is None:
+        if torch.max(img1) > 128:
+            max_val = 255
+        else:
+            max_val = 1
+        if torch.min(img1) < -0.5:
+            min_val = -1
+        else:
+            min_val = 0
+        L = max_val - min_val
+    else:
+        L = val_range
+    padd = 0
+    (_, _, height, width) = img1.size()
+    if window is None:
+        real_size = min(window_size, height, width)
+        window = create_window_3d(real_size, channel=1).to(img1.device)
+        # Channel is set to 1 since we consider color images as volumetric images
+    img1 = img1.unsqueeze(1)
+    img2 = img2.unsqueeze(1)
+    mu1 = F.conv3d(F.pad(img1, (5, 5, 5, 5, 5, 5), mode='replicate'), window, padding=padd, groups=1)
+    mu2 = F.conv3d(F.pad(img2, (5, 5, 5, 5, 5, 5), mode='replicate'), window, padding=padd, groups=1)
+    mu1_sq = mu1.pow(2)
+    mu2_sq = mu2.pow(2)
+    mu1_mu2 = mu1 * mu2
+    sigma1_sq = F.conv3d(F.pad(img1 * img1, (5, 5, 5, 5, 5, 5), 'replicate'), window, padding=padd, groups=1) - mu1_sq
+    sigma2_sq = F.conv3d(F.pad(img2 * img2, (5, 5, 5, 5, 5, 5), 'replicate'), window, padding=padd, groups=1) - mu2_sq
+    sigma12 = F.conv3d(F.pad(img1 * img2, (5, 5, 5, 5, 5, 5), 'replicate'), window, padding=padd, groups=1) - mu1_mu2
+    C1 = (0.01 * L) ** 2
+    C2 = (0.03 * L) ** 2
+    v1 = 2.0 * sigma12 + C2
+    v2 = sigma1_sq + sigma2_sq + C2
+    cs = torch.mean(v1 / v2)  # contrast sensitivity
+    ssim_map = ((2 * mu1_mu2 + C1) * v1) / ((mu1_sq + mu2_sq + C1) * v2)
+    if size_average:
+        ret = ssim_map.mean()
+    else:
+        ret = ssim_map.mean(1).mean(1).mean(1)
+    if full:
+        return ret, cs
+    return ret
+
+
+def msssim(img1, img2, window_size=11, size_average=True, val_range=None, normalize=False):
+    local_device = img1.device
+    weights = torch.FloatTensor([0.0448, 0.2856, 0.3001, 0.2363, 0.1333]).to(local_device)
+    levels = weights.size()[0]
+    mssim = []
+    mcs = []
+    for _ in range(levels):
+        sim, cs = ssim(img1, img2, window_size=window_size, size_average=size_average, full=True, val_range=val_range)
+        mssim.append(sim)
+        mcs.append(cs)
+        img1 = F.avg_pool2d(img1, (2, 2))
+        img2 = F.avg_pool2d(img2, (2, 2))
+    mssim = torch.stack(mssim)
+    mcs = torch.stack(mcs)
+    # Normalize (to avoid NaNs during training unstable models, not compliant with original definition)
+    if normalize:
+        mssim = (mssim + 1) / 2
+        mcs = (mcs + 1) / 2
+    pow1 = mcs ** weights
+    pow2 = mssim ** weights
+    # From Matlab implementation https://ece.uwaterloo.ca/~z70wang/research/iwssim/
+    output = torch.prod(pow1[:-1] * pow2[-1])
+    return output
+
+
+# Classes to re-use window
+class SSIM(torch.nn.Module):
+    def __init__(self, window_size=11, size_average=True, val_range=None):
+        super(SSIM, self).__init__()
+        self.window_size = window_size
+        self.size_average = size_average
+        self.val_range = val_range
+        # Assume 3 channel for SSIM
+        self.channel = 3
+        self.window = create_window(window_size, channel=self.channel)
+
+    def forward(self, img1, img2):
+        (_, channel, _, _) = img1.size()
+        if channel == self.channel and self.window.dtype == img1.dtype:
+            window = self.window
+        else:
+            window = create_window(self.window_size, channel).to(img1.device).type(img1.dtype)
+            self.window = window
+            self.channel = channel
+        _ssim = ssim(img1, img2, window=window, window_size=self.window_size, size_average=self.size_average)
+        dssim = (1 - _ssim) / 2
+        return dssim
+
+
+class MSSSIM(torch.nn.Module):
+    def __init__(self, window_size=11, size_average=True, channel=3):
+        super(MSSSIM, self).__init__()
+        self.window_size = window_size
+        self.size_average = size_average
+        self.channel = channel
+
+    def forward(self, img1, img2):
+        return msssim(img1, img2, window_size=self.window_size, size_average=self.size_average)
diff --git a/modules/rife/warplayer.py b/modules/rife/warplayer.py
new file mode 100644
index 000000000..8a5d6398d
--- /dev/null
+++ b/modules/rife/warplayer.py
@@ -0,0 +1,17 @@
+import torch
+from modules import devices
+
+
+backwarp_tenGrid = {}
+
+
+def warp(tenInput, tenFlow):
+    k = (str(tenFlow.device), str(tenFlow.size()))
+    if k not in backwarp_tenGrid:
+        tenHorizontal = torch.linspace(-1.0, 1.0, tenFlow.shape[3], device=devices.device).view(1, 1, 1, tenFlow.shape[3]).expand(tenFlow.shape[0], -1, tenFlow.shape[2], -1)
+        tenVertical = torch.linspace(-1.0, 1.0, tenFlow.shape[2], device=devices.device).view(1, 1, tenFlow.shape[2], 1).expand(tenFlow.shape[0], -1, -1, tenFlow.shape[3])
+        backwarp_tenGrid[k] = torch.cat([tenHorizontal, tenVertical], 1).to(devices.device)
+    tenFlow = torch.cat([tenFlow[:, 0:1, :, :] / ((tenInput.shape[3] - 1.0) / 2.0),
+                         tenFlow[:, 1:2, :, :] / ((tenInput.shape[2] - 1.0) / 2.0)], 1)
+    g = (backwarp_tenGrid[k] + tenFlow).permute(0, 2, 3, 1)
+    return torch.nn.functional.grid_sample(input=tenInput, grid=g, mode='bilinear', padding_mode='border', align_corners=True)

From 2552555678bcfcf750ff8bc588813034f802f7f6 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 1 Dec 2023 13:16:23 -0500
Subject: [PATCH 24/42] animatediff live previews and implement interpolate

---
 modules/images.py             |  27 ++++--
 modules/rife/__init__.py      | 117 ++++++++++++++++++++++++++
 modules/rife/model_rife.py    |  10 +--
 modules/rife/refine.py        |   2 +-
 modules/rife/rife.py          | 153 ----------------------------------
 modules/rife/warplayer.py     |   4 +-
 modules/sd_samplers_common.py |   3 +
 scripts/animatediff.py        |  35 +++++---
 8 files changed, 166 insertions(+), 185 deletions(-)
 create mode 100644 modules/rife/__init__.py
 delete mode 100755 modules/rife/rife.py

diff --git a/modules/images.py b/modules/images.py
index b15b2bd04..461490806 100644
--- a/modules/images.py
+++ b/modules/images.py
@@ -621,23 +621,31 @@ def save_image(image, path, basename='', seed=None, prompt=None, extension=share
     return params.filename, filename_txt
 
 
-def save_video_atomic(images, video_type, filename, duration, loop):
+def save_video_atomic(images, filename, video_type: str = 'none', duration: float = 2.0, loop: bool = False, interpolate: int = 0, scale: float = 1.0, pad: int = 1, change: float = 0.3):
     try:
         import cv2
     except Exception as e:
         shared.log.error(f'Save video: cv2: {e}')
         return
     os.makedirs(os.path.dirname(filename), exist_ok=True)
-    if video_type == 'mp4':
-        video_frames = [np.array(frame) for frame in images]
+    if video_type.lower() == 'mp4':
+        frames = images
+        if interpolate > 0:
+            try:
+                import modules.rife
+                frames = modules.rife.interpolate(images, count=interpolate, scale=scale, pad=pad, change=change)
+            except Exception as e:
+                shared.log.error(f'RIFE interpolation: {e}')
+                errors.display(e, 'RIFE interpolation')
+        video_frames = [np.array(frame) for frame in frames]
         fourcc = "mp4v"
         h, w, _c = video_frames[0].shape
-        video_writer = cv2.VideoWriter(filename, fourcc=cv2.VideoWriter_fourcc(*fourcc), fps=len(images)/duration, frameSize=(w, h))
+        video_writer = cv2.VideoWriter(filename, fourcc=cv2.VideoWriter_fourcc(*fourcc), fps=len(frames)/duration, frameSize=(w, h))
         for i in range(len(video_frames)):
             img = cv2.cvtColor(video_frames[i], cv2.COLOR_RGB2BGR)
             video_writer.write(img)
-        shared.log.info(f'Save video: file="{filename}" frames={len(images)} duration={duration} fourcc={fourcc}')
-    if video_type == 'gif':
+        shared.log.info(f'Save video: file="{filename}" frames={len(frames)} duration={duration} fourcc={fourcc}')
+    if video_type.lower() == 'gif' or video_type.lower() == 'png':
         append = images.copy()
         image = append.pop(0)
         if loop:
@@ -654,8 +662,8 @@ def save_video_atomic(images, video_type, filename, duration, loop):
         shared.log.info(f'Save video: file="{filename}" frames={len(append) + 1} duration={duration} loop={loop}')
 
 
-def save_video(p, images, video_type, filename = None, duration = 2, loop = True):
-    if images is None or len(images) < 2:
+def save_video(p, images, filename = None, video_type: str = 'none', duration: float = 2.0, loop: bool = False, interpolate: int = 0, scale: float = 1.0, pad: int = 1, change: float = 0.3):
+    if images is None or len(images) < 2 or video_type is None or video_type.lower() == 'none':
         return
     image = images[0]
     namegen = FilenameGenerator(p, seed=p.all_seeds[0], prompt=p.all_prompts[0], image=image)
@@ -663,7 +671,8 @@ def save_video(p, images, video_type, filename = None, duration = 2, loop = True
         filename = namegen.apply(shared.opts.samples_filename_pattern if shared.opts.samples_filename_pattern and len(shared.opts.samples_filename_pattern) > 0 else "[seq]-[prompt_words]")
         filename = namegen.sanitize(os.path.join(shared.opts.outdir_video, filename))
         filename = namegen.sequence(filename, shared.opts.outdir_video, '')
-    threading.Thread(target=save_video_atomic, args=(images, video_type, f'{filename}.{video_type}', duration, loop)).start()
+        filename = f'{filename}.{video_type.lower()}'
+    threading.Thread(target=save_video_atomic, args=(images, filename, video_type, duration, loop, interpolate, scale, pad, change)).start()
 
 
 def safe_decode_string(s: bytes):
diff --git a/modules/rife/__init__.py b/modules/rife/__init__.py
new file mode 100644
index 000000000..a7db7d9a2
--- /dev/null
+++ b/modules/rife/__init__.py
@@ -0,0 +1,117 @@
+#!/bin/env python
+
+import _thread
+import os
+import time
+from queue import Queue
+import cv2
+import numpy as np
+import torch
+from PIL import Image
+from torch.nn import functional as F
+from tqdm.rich import tqdm
+from modules.rife.ssim import ssim_matlab
+from modules.rife.model_rife import Model
+from modules import devices, shared
+
+
+model_url = 'https://github.com/vladmandic/rife/raw/main/model/flownet-v46.pkl'
+model = None
+
+
+def load(model_path: str = 'rife/flownet-v46.pkl'):
+    global model # pylint: disable=global-statement
+    if model is None:
+        from modules import modelloader
+        model_dir = os.path.join(shared.models_path, 'RIFE')
+        model_path = modelloader.load_file_from_url(url=model_url, model_dir=model_dir, file_name='flownet-v46.pkl')
+        shared.log.debug(f'RIFE load model: file="{model_path}"')
+        model = Model()
+        model.load_model(model_path, -1)
+        model.eval()
+        model.device()
+
+
+def interpolate(images: list, count: int = 2, scale: float = 1.0, pad: int = 1, change: float = 0.3):
+    if images is None or len(images) < 2:
+        return []
+    if model is None:
+        load()
+    interpolated = []
+    h = images[0].height
+    w = images[0].width
+    t0 = time.time()
+
+    def write(buffer):
+        item = buffer.get()
+        while item is not None:
+            img = item[:, :, ::-1]
+            # image = Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
+            image = Image.fromarray(img)
+            item = buffer.get()
+            interpolated.append(image)
+
+    def execute(I0, I1, n):
+        if model.version >= 3.9:
+            res = []
+            for i in range(n):
+                res.append(model.inference(I0, I1, (i+1) * 1. / (n+1), scale))
+            return res
+        else:
+            middle = model.inference(I0, I1, scale)
+            if n == 1:
+                return [middle]
+            first_half = execute(I0, middle, n=n//2)
+            second_half = execute(middle, I1, n=n//2)
+            if n % 2:
+                return [*first_half, middle, *second_half]
+            else:
+                return [*first_half, *second_half]
+
+    def f_pad(img):
+        return F.pad(img, padding).to(devices.dtype) # pylint: disable=not-callable
+
+    tmp = max(128, int(128 / scale))
+    ph = ((h - 1) // tmp + 1) * tmp
+    pw = ((w - 1) // tmp + 1) * tmp
+    padding = (0, pw - w, 0, ph - h)
+    buffer = Queue(maxsize=8192)
+    _thread.start_new_thread(write, (buffer,))
+
+    frame = cv2.cvtColor(np.array(images[0]), cv2.COLOR_RGB2BGR)
+    for _i in range(pad): # fill starting frames
+        buffer.put(frame)
+
+    I1 = f_pad(torch.from_numpy(np.transpose(frame, (2,0,1))).to(devices.device, non_blocking=True).unsqueeze(0).float() / 255.)
+    with torch.no_grad():
+        with tqdm(total=len(images), desc='Interpolate', unit='frame') as pbar:
+            for image in images:
+                frame = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
+                I0 = I1
+                I1 = f_pad(torch.from_numpy(np.transpose(frame, (2,0,1))).to(devices.device, non_blocking=True).unsqueeze(0).float() / 255.)
+                I0_small = F.interpolate(I0, (32, 32), mode='bilinear', align_corners=False).to(torch.float32)
+                I1_small = F.interpolate(I1, (32, 32), mode='bilinear', align_corners=False).to(torch.float32)
+                ssim = ssim_matlab(I0_small[:, :3], I1_small[:, :3])
+                if ssim > 0.99: # skip duplicate frames
+                    continue
+                if ssim < change:
+                    output = []
+                    for _i in range(pad): # fill frames if change rate is above threshold
+                        output.append(I0)
+                    for _i in range(pad):
+                        output.append(I1)
+                else:
+                    output = execute(I0, I1, count-1)
+                for mid in output:
+                    mid = (((mid[0] * 255.).byte().cpu().numpy().transpose(1, 2, 0)))
+                    buffer.put(mid[:h, :w])
+                buffer.put(frame)
+                pbar.update(1)
+
+    for _i in range(pad): # fill ending frames
+        buffer.put(frame)
+    while not buffer.empty():
+        time.sleep(0.1)
+    t1 = time.time()
+    shared.log.info(f'RIFE interpolate: input={len(images)} frames={len(interpolated)} resolution={w}x{h} interpolate={count} scale={scale} pad={pad} change={change} time={round(t1 - t0, 2)}')
+    return interpolated
diff --git a/modules/rife/model_rife.py b/modules/rife/model_rife.py
index 4084db6df..ce8c363cd 100644
--- a/modules/rife/model_rife.py
+++ b/modules/rife/model_rife.py
@@ -1,8 +1,8 @@
 import torch
 from torch.optim import AdamW
 from torch.nn.parallel import DistributedDataParallel as DDP
-from model_ifnet import IFNet
-from loss import EPE, SOBEL
+from modules.rife.model_ifnet import IFNet
+from modules.rife.loss import EPE, SOBEL
 from modules import devices
 
 
@@ -31,11 +31,7 @@ class Model:
     def load_model(self, model_file, rank=0):
         def convert(param):
             if rank == -1:
-                return {
-                    k.replace("module.", ""): v
-                    for k, v in param.items()
-                    if "module." in k
-                }
+                return { k.replace("module.", ""): v for k, v in param.items() if "module." in k }
             else:
                 return param
         if rank <= 0:
diff --git a/modules/rife/refine.py b/modules/rife/refine.py
index fae3ddc5c..a66488345 100644
--- a/modules/rife/refine.py
+++ b/modules/rife/refine.py
@@ -1,7 +1,7 @@
 import torch
 import torch.nn as nn
 import torch.nn.functional as F
-from warplayer import warp
+from modules.rife.warplayer import warp
 
 
 c = 16
diff --git a/modules/rife/rife.py b/modules/rife/rife.py
deleted file mode 100755
index 249b778cf..000000000
--- a/modules/rife/rife.py
+++ /dev/null
@@ -1,153 +0,0 @@
-#!/bin/env python
-
-import _thread
-import argparse
-import os
-import time
-import tempfile
-from queue import Queue
-import filetype
-import cv2
-import numpy as np
-import torch
-from torch.nn import functional as F
-from tqdm.rich import tqdm
-from ssim import ssim_matlab
-from model_rife import Model
-from modules import devices
-
-
-model = None
-count = 0
-
-
-def load(model_path: str = 'rife/flownet-v46.pkl'):
-    global model # pylint: disable=global-statement
-    model = Model()
-    model.load_model(model_path, -1)
-    model.eval()
-    model.device()
-
-
-def interpolate(args): # pylint: disable=redefined-outer-name
-    print('start interpolate')
-    t0 = time.time()
-    if model is None:
-        load(args.model)
-    videogen = []
-    if args.seq is None:
-        for f in os.listdir(args.input):
-            fn = os.path.join(args.input, f)
-            if os.path.isfile(fn) and filetype.is_image(fn):
-                videogen.append(fn)
-    else:
-        files = sorted(os.listdir(args.input))
-        current = args.seq
-        for f in files:
-            seq = os.path.basename(f).split('-')[0]
-            if seq.isdigit() and int(seq) == current:
-                fn = os.path.join(args.input, f)
-                videogen.append(fn)
-                current += 1
-
-    videogen = sorted(videogen)
-    print(f'inputs: {len(videogen)} {[os.path.basename(f) for f in videogen]}')
-    # videogen.sort(key=lambda x:int(os.path.basename(x[:-4])))
-    frame = cv2.imread(videogen[0], cv2.IMREAD_UNCHANGED)[:, :, ::-1].copy()
-    h, w, _ = frame.shape
-    if not os.path.exists(args.output):
-        os.mkdir(args.output)
-
-    def write(output_dir, buffer):
-        global count # pylint: disable=global-statement
-        item = buffer.get()
-        while item is not None:
-            cv2.imwrite(f'{output_dir}/{count:0>6d}.jpg', item[:, :, ::-1])
-            item = buffer.get()
-            count += 1
-
-    def execute(I0, I1, n):
-        if model.version >= 3.9:
-            res = []
-            for i in range(n):
-                res.append(model.inference(I0, I1, (i+1) * 1. / (n+1), args.scale))
-            return res
-        else:
-            middle = model.inference(I0, I1, args.scale)
-            if n == 1:
-                return [middle]
-            first_half = execute(I0, middle, n=n//2)
-            second_half = execute(middle, I1, n=n//2)
-            if n % 2:
-                return [*first_half, middle, *second_half]
-            else:
-                return [*first_half, *second_half]
-
-    def pad(img):
-        return F.pad(img, padding).half() if args.fp16 else F.pad(img, padding) # pylint: disable=not-callable
-
-    tmp = max(128, int(128 / args.scale))
-    ph = ((h - 1) // tmp + 1) * tmp
-    pw = ((w - 1) // tmp + 1) * tmp
-    padding = (0, pw - w, 0, ph - h)
-    buffer = Queue(maxsize=8192)
-    _thread.start_new_thread(write, (args.output, buffer))
-
-    print(f'padded start: frames={args.buffer}')
-    for _i in range(args.buffer): # fill starting frames
-        buffer.put(frame)
-
-    I1 = pad(torch.from_numpy(np.transpose(frame, (2,0,1))).to(devices.device, non_blocking=True).unsqueeze(0).float() / 255.)
-    with torch.no_grad():
-        with tqdm(total=len(videogen), desc='interpolate', unit='frame') as pbar:
-            for f in videogen:
-                frame = cv2.imread(f, cv2.IMREAD_UNCHANGED)[:, :, ::-1].copy()
-                I0 = I1
-                I1 = pad(torch.from_numpy(np.transpose(frame, (2,0,1))).to(devices.device, non_blocking=True).unsqueeze(0).float() / 255.)
-                I0_small = F.interpolate(I0, (32, 32), mode='bilinear', align_corners=False)
-                I1_small = F.interpolate(I1, (32, 32), mode='bilinear', align_corners=False)
-                ssim = ssim_matlab(I0_small[:, :3], I1_small[:, :3])
-                if ssim > 0.99: # skip duplicate frames
-                    continue
-                if ssim < args.change:
-                    output = []
-                    for _i in range(args.buffer): # fill frames if change rate is above threshold
-                        output.append(I0)
-                    for _i in range(args.buffer):
-                        output.append(I1)
-                else:
-                    output = execute(I0, I1, args.multi-1)
-                for mid in output:
-                    mid = (((mid[0] * 255.).byte().cpu().numpy().transpose(1, 2, 0)))
-                    buffer.put(mid[:h, :w])
-                buffer.put(frame)
-                pbar.update(1)
-
-    print(f'padded end: frames={args.buffer}')
-    for _i in range(args.buffer): # fill ending frames
-        buffer.put(frame)
-    while not buffer.empty():
-        time.sleep(0.5)
-    t1 = time.time()
-    print(f'end interpolate: input={len(videogen)} frames={count} time={round(t1 - t0, 2)}')
-
-
-if __name__ == "__main__":
-    print('starting rife')
-    tmp_folder = os.path.join(tempfile.gettempdir(), f'rife-{time.strftime("%Y%m%d-%H%M%S")}')
-    parser = argparse.ArgumentParser(description='interpolate video frames using RIFE')
-    parser.add_argument('--model', type=str, default=os.path.abspath(os.path.join(os.path.dirname(__file__), 'model/flownet-v46.pkl')), help='path to model, default: %(default)s')
-    parser.add_argument('--input', type=str, required=True, default=None, help='input directory containing images, default: %(default)s')
-    parser.add_argument('--output', type=str, default=tmp_folder, help='output directory for interpolated images, default: %(default)s')
-    parser.add_argument('--scale', type=float, default=1.0, help='scale factor for interpolated images, default: %(default)s')
-    parser.add_argument('--multi', type=int, default=4, help='number of frames to interpolate between two input images, default: %(default)s')
-    parser.add_argument('--buffer', type=int, default=2, help='number of frames to buffer on scene change, default: %(default)s')
-    parser.add_argument('--change', type=float, default=0.3, help='scene change threshold (lower is more sensitive, default: %(default)s')
-    parser.add_argument('--fp16', action='store_true', help='use float16 precision instead of float32, default: %(default)s')
-    parser.add_argument('--fps', type=int, default=25, help='desired framerate, default: %(default)s')
-    parser.add_argument('--seq', type=int, default=None, help='image sequence start number, default: %(default)s')
-    parser.add_argument('--rm', action='store_true', help='remove interpolated images, default: %(default)s')
-    args = parser.parse_args()
-    print('args', args)
-    assert args.scale in [0.25, 0.5, 1.0, 2.0, 4.0]
-    interpolate(args)
diff --git a/modules/rife/warplayer.py b/modules/rife/warplayer.py
index 8a5d6398d..abcd6aa5c 100644
--- a/modules/rife/warplayer.py
+++ b/modules/rife/warplayer.py
@@ -13,5 +13,5 @@ def warp(tenInput, tenFlow):
         backwarp_tenGrid[k] = torch.cat([tenHorizontal, tenVertical], 1).to(devices.device)
     tenFlow = torch.cat([tenFlow[:, 0:1, :, :] / ((tenInput.shape[3] - 1.0) / 2.0),
                          tenFlow[:, 1:2, :, :] / ((tenInput.shape[2] - 1.0) / 2.0)], 1)
-    g = (backwarp_tenGrid[k] + tenFlow).permute(0, 2, 3, 1)
-    return torch.nn.functional.grid_sample(input=tenInput, grid=g, mode='bilinear', padding_mode='border', align_corners=True)
+    grid = (backwarp_tenGrid[k] + tenFlow).permute(0, 2, 3, 1).to(devices.dtype)
+    return torch.nn.functional.grid_sample(input=tenInput, grid=grid, mode='bilinear', padding_mode='border', align_corners=True)
diff --git a/modules/sd_samplers_common.py b/modules/sd_samplers_common.py
index dfac73eb2..dd24d42ae 100644
--- a/modules/sd_samplers_common.py
+++ b/modules/sd_samplers_common.py
@@ -31,12 +31,15 @@ def setup_img2img_steps(p, steps=None):
 
 
 def single_sample_to_image(sample, approximation=None):
+    # sample should be [4,64,64]
     if approximation is None:
         approximation = approximation_indexes.get(shared.opts.show_progress_type, None)
         if approximation is None:
             warn_once('Unknown decode type, please reset preview method')
             approximation = 0
 
+    if len(sample.shape) == 4 and sample.shape[0]: # likely animatediff latent
+        sample = sample.permute(1, 0, 2, 3)[0]
     if approximation == 0: # Simple
         x_sample = sd_vae_approx.cheap_approximation(sample) * 0.5 + 0.5
     elif approximation == 1: # Approximate
diff --git a/scripts/animatediff.py b/scripts/animatediff.py
index 21b51f683..7b61308c1 100644
--- a/scripts/animatediff.py
+++ b/scripts/animatediff.py
@@ -106,8 +106,16 @@ class Script(scripts.Script):
     def show(self, _is_img2img):
         return scripts.AlwaysVisible if shared.backend == shared.Backend.DIFFUSERS else False
 
-    # return signature is array of gradio components
+
     def ui(self, _is_img2img):
+        def video_type_change(video_type):
+            return [
+                gr.update(visible=video_type != 'None'),
+                gr.update(visible=video_type == 'GIF' or video_type == 'PNG'),
+                gr.update(visible=video_type == 'MP4'),
+                gr.update(visible=video_type == 'MP4'),
+            ]
+
         with gr.Accordion('AnimateDiff', open=False, elem_id='animatediff'):
             with gr.Row():
                 adapter_index = gr.Dropdown(label='Adapter', choices=list(ADAPTERS), value='None')
@@ -118,19 +126,22 @@ class Script(scripts.Script):
             with gr.Row():
                 latent_mode = gr.Checkbox(label='Latent mode', value=False)
             with gr.Row():
-                create_gif = gr.Checkbox(label='GIF', value=False)
-                create_mp4 = gr.Checkbox(label='MP4', value=False)
-                loop = gr.Checkbox(label='Loop', value=True)
-                duration = gr.Slider(label='Duration', minimum=0.25, maximum=10, step=0.25, value=2)
-        return [adapter_index, frames, lora_index, strength, latent_mode, create_gif, create_mp4, duration, loop]
+                video_type = gr.Dropdown(label='Video file', choices=['None', 'GIF', 'PNG', 'MP4'], value='None')
+                duration = gr.Slider(label='Duration', minimum=0.25, maximum=10, step=0.25, value=2, visible=False)
+            with gr.Row():
+                gif_loop = gr.Checkbox(label='Loop', value=True, visible=False)
+                mp4_pad = gr.Slider(label='Pad frames', minimum=0, maximum=24, step=1, value=1, visible=False)
+                mp4_interpolate = gr.Slider(label='Interpolate frames', minimum=0, maximum=24, step=1, value=0, visible=False)
+            video_type.change(fn=video_type_change, inputs=[video_type], outputs=[duration, gif_loop, mp4_pad, mp4_interpolate])
+        return [adapter_index, frames, lora_index, strength, latent_mode, video_type, duration, gif_loop, mp4_pad, mp4_interpolate]
 
-    def process(self, p: processing.StableDiffusionProcessing, adapter_index, frames, lora_index, strength, latent_mode, create_gif, create_mp4, duration, loop): # pylint: disable=arguments-differ, unused-argument
+    def process(self, p: processing.StableDiffusionProcessing, adapter_index, frames, lora_index, strength, latent_mode, video_type, duration, gif_loop, mp4_pad, mp4_interpolate): # pylint: disable=arguments-differ, unused-argument
         adapter = ADAPTERS[adapter_index]
         lora = LORAS[lora_index]
         set_adapter(adapter)
         if motion_adapter is None:
             return
-        shared.log.debug(f'AnimateDiff: adapter="{adapter}" lora="{lora}" strength={strength} gif={create_gif} mp4={create_mp4}')
+        shared.log.debug(f'AnimateDiff: adapter="{adapter}" lora="{lora}" strength={strength} video={video_type}')
         if lora is not None and lora != 'None':
             shared.sd_model.load_lora_weights(lora, adapter_name=lora)
             shared.sd_model.set_adapters([lora], adapter_weights=[strength])
@@ -142,9 +153,7 @@ class Script(scripts.Script):
         if not latent_mode:
             p.task_args['output_type'] = 'np'
 
-    def postprocess(self, p: processing.StableDiffusionProcessing, processed: processing.Processed, adapter_index, frames, lora_index, strength, latent_mode, create_gif, create_mp4, duration, loop): # pylint: disable=arguments-differ, unused-argument
+    def postprocess(self, p: processing.StableDiffusionProcessing, processed: processing.Processed, adapter_index, frames, lora_index, strength, latent_mode, video_type, duration, gif_loop, mp4_pad, mp4_interpolate): # pylint: disable=arguments-differ, unused-argument
         from modules.images import save_video
-        if create_gif:
-            save_video(p, images=processed.images, video_type='gif', duration=duration, loop=loop)
-        if create_mp4:
-            save_video(p, images=processed.images, video_type='mp4', duration=duration, loop=loop)
+        if video_type != 'None':
+            save_video(p, filename=None, images=processed.images, video_type=video_type, duration=duration, loop=gif_loop, pad=mp4_pad, interpolate=mp4_interpolate)

From 57e8f57c20a27f1f0c0eb29ed9f05c1cc3d079a7 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 1 Dec 2023 13:40:26 -0500
Subject: [PATCH 25/42] enable rife with svd

---
 scripts/stablevideodiffusion.py | 30 ++++++++++++++++++++----------
 1 file changed, 20 insertions(+), 10 deletions(-)

diff --git a/scripts/stablevideodiffusion.py b/scripts/stablevideodiffusion.py
index 612b184a2..16077cc2c 100644
--- a/scripts/stablevideodiffusion.py
+++ b/scripts/stablevideodiffusion.py
@@ -15,6 +15,14 @@ class Script(scripts.Script):
 
     # return signature is array of gradio components
     def ui(self, _is_img2img):
+        def video_type_change(video_type):
+            return [
+                gr.update(visible=video_type != 'None'),
+                gr.update(visible=video_type == 'GIF' or video_type == 'PNG'),
+                gr.update(visible=video_type == 'MP4'),
+                gr.update(visible=video_type == 'MP4'),
+            ]
+
         with gr.Row():
             num_frames = gr.Slider(label='Frames', minimum=1, maximum=50, step=1, value=14)
             min_guidance_scale = gr.Slider(label='Min guidance', minimum=0.0, maximum=10.0, step=0.1, value=1.0)
@@ -25,13 +33,17 @@ class Script(scripts.Script):
             noise_aug_strength = gr.Slider(label='Noise strength', minimum=0.0, maximum=1.0, step=0.01, value=0.1)
         with gr.Row():
             override_resolution = gr.Checkbox(label='Override resolution', value=True)
-            create_gif = gr.Checkbox(label='GIF', value=False)
-            create_mp4 = gr.Checkbox(label='MP4', value=False)
-            loop = gr.Checkbox(label='Loop', value=True)
-            duration = gr.Slider(label='Duration', minimum=0.25, maximum=10, step=0.25, value=2)
-        return [num_frames, override_resolution, min_guidance_scale, max_guidance_scale, decode_chunk_size, motion_bucket_id, noise_aug_strength, create_gif, create_mp4, duration, loop]
+        with gr.Row():
+            video_type = gr.Dropdown(label='Video file', choices=['None', 'GIF', 'PNG', 'MP4'], value='None')
+            duration = gr.Slider(label='Duration', minimum=0.25, maximum=10, step=0.25, value=2, visible=False)
+        with gr.Row():
+            gif_loop = gr.Checkbox(label='Loop', value=True, visible=False)
+            mp4_pad = gr.Slider(label='Pad frames', minimum=0, maximum=24, step=1, value=1, visible=False)
+            mp4_interpolate = gr.Slider(label='Interpolate frames', minimum=0, maximum=24, step=1, value=0, visible=False)
+        video_type.change(fn=video_type_change, inputs=[video_type], outputs=[duration, gif_loop, mp4_pad, mp4_interpolate])
+        return [num_frames, override_resolution, min_guidance_scale, max_guidance_scale, decode_chunk_size, motion_bucket_id, noise_aug_strength, video_type, duration, gif_loop, mp4_pad, mp4_interpolate]
 
-    def run(self, p: processing.StableDiffusionProcessing, num_frames, override_resolution, min_guidance_scale, max_guidance_scale, decode_chunk_size, motion_bucket_id, noise_aug_strength, create_gif, create_mp4, duration, loop): # pylint: disable=arguments-differ, unused-argument
+    def run(self, p: processing.StableDiffusionProcessing, num_frames, override_resolution, min_guidance_scale, max_guidance_scale, decode_chunk_size, motion_bucket_id, noise_aug_strength, video_type, duration, gif_loop, mp4_pad, mp4_interpolate): # pylint: disable=arguments-differ, unused-argument
         if shared.sd_model is None or shared.sd_model.__class__.__name__ != 'StableVideoDiffusionPipeline':
             return None
         if hasattr(p, 'init_images') and len(p.init_images) > 0:
@@ -58,10 +70,8 @@ class Script(scripts.Script):
             shared.log.debug(f'StableVideo: args={p.task_args}')
             shared.sd_model = sd_models.set_diffuser_pipe(shared.sd_model, sd_models.DiffusersTaskType.IMAGE_2_IMAGE)
             processed = processing.process_images(p)
-            if create_gif:
-                images.save_video(p, images=processed.images, video_type='gif', duration=duration, loop=loop)
-            if create_mp4:
-                images.save_video(p, images=processed.images, video_type='mp4', duration=duration, loop=loop)
+            if video_type != 'None':
+                images.save_video(p, filename=None, images=processed.images, video_type=video_type, duration=duration, loop=gif_loop, pad=mp4_pad, interpolate=mp4_interpolate)
             return processed
         else:
             shared.log.error('StableVideo: no init_images')

From 7d8b219a26d671b38909531beb63209952ab7c23 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 1 Dec 2023 13:54:15 -0500
Subject: [PATCH 26/42] update changelog

---
 CHANGELOG.md | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a5b138854..409fd10e2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,9 @@
 # Change Log for SD.Next
 
-## Update for 2023-11-30
+## Update for 2023-12-01
+
+What's new? Native video in SD.Next via both **AnimateDiff** and **Stable-Video-Diffusion** - and including native MP4 encoding and smooth video outputs out-of-the-box, not just animated-GIFs.  
+Also new is support for **SDXL-Turbo** as well as new **Kandinsky 3** models and cool latent correction via **HDR controls** for any *txt2img* workflows, best-of-class **SDXL model merge** using full ReBasin methods and further mobile UI optimizations.  
 
 - **Diffusers**
   - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
@@ -16,7 +19,7 @@
     - lightweight implementation of AnimateDiff basic models *(1.4, 1.5, 1.5.2)*
     - supports SD 1.5 only  
     - models are auto-downloaded on first use  
-    - can create animated GIF and MP4 video files  
+    - for video saving support, see video support section
     - can be combined with IP-Adapter for even better results!  
     - for AnimateDiff support in *Original* backend, use standard *AnimateDiff* extension  
   - [SDXL Turbo](https://huggingface.co/stabilityai/sdxl-turbo) support  
@@ -26,6 +29,7 @@
   - [Stable Video Diffusion](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid) and [Stable Video Diffusion XT](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt) support  
     - download using built-in model downloader or simply select from *networks -> reference*  
       support for manually downloaded safetensors models will be added later  
+    - for video saving support, see video support section
     - go to *image* tab, enter input image and select *script* -> *stable video diffusion*
   - [Kandinsky 3](https://huggingface.co/kandinsky-community/kandinsky-3) support  
     - download using built-in model downloader or simply select from *networks -> reference*  
@@ -36,7 +40,11 @@
   - support long seconary prompt for refiner  
 - **Video support**
   - applies to any model that supports video generation, e.g. AnimateDiff and StableVideoDiffusion  
-  - support for GIF and MP4  
+  - support for **animated-GIF**, **animated-PNG** and **MP4**  
+  - GIF and PNG can be looped  
+  - MP4 can have additional padding at the start/end as well as motion-aware interpolated frames for smooth playback  
+    interpolation is done using [RIFE](https://arxiv.org/abs/2011.06294) with native implementation in SD.Next  
+    And its fast - interpolation from 16 frames with 10x frames to target 160 frames results takes 2-3sec
   - output folder for videos is in *settings -> image paths -> video*  
 - **General**
   - **model merge** add **SD-XL ReBasin** support, thanks @AI-Casanova  

From f57ed2bc8fe64ab3c855adaf5d8585eeccfa07f9 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Fri, 1 Dec 2023 14:06:19 -0500
Subject: [PATCH 27/42] update readme

---
 README.md | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/README.md b/README.md
index e707fc63c..2f22500ca 100644
--- a/README.md
+++ b/README.md
@@ -60,6 +60,7 @@ Additional models will be added as they become available and there is public int
 
 - [RunwayML Stable Diffusion](https://github.com/Stability-AI/stablediffusion/) 1.x and 2.x *(all variants)*
 - [StabilityAI Stable Diffusion XL](https://github.com/Stability-AI/generative-models)
+- [StabilityAI Stable Video Diffusion Base and XT](https://huggingface.co/stabilityai/stable-video-diffusion-img2vid)
 - [Segmind SSD-1B](https://huggingface.co/segmind/SSD-1B)
 - [LCM: Latent Consistency Models](https://github.com/openai/consistency_models)
 - [Kandinsky](https://github.com/ai-forever/Kandinsky-2) *2.1 and 2.2 and latest 3.0*
@@ -69,6 +70,12 @@ Additional models will be added as they become available and there is public int
 - [DeepFloyd IF](https://github.com/deep-floyd/IF) *Medium and Large*
 - [Segmind SD Distilled](https://huggingface.co/blog/sd_distillation) *(all variants)*
 
+Also supported are modifiers such as:
+- **LCM** and **Turbo** (Adversarial Diffusion Distillation) networks
+- All **LoRA** types such as LoCon, LyCORIS, HADA, IA3, Lokr, OFT
+- **AnimateDiff** for SD 1.5
+- **IP-Adapters** for SD 1.5 and SD-XL
+
 > [!IMPORTANT]
 > - Loading any model other than standard SD 1.x / SD 2.x requires use of backend **Diffusers**  
 > - Loading any other models using **Original** backend is not supproted  

From 960381210ff30a1f81ea93bf30d86ff545495236 Mon Sep 17 00:00:00 2001
From: Disty0 <semihgulec2005@gmail.com>
Date: Sat, 2 Dec 2023 01:08:02 +0300
Subject: [PATCH 28/42] IPEX fix UntypedStorage and Generator

---
 modules/intel/ipex/__init__.py |  1 +
 modules/intel/ipex/hijacks.py  | 18 ++++++++++++++----
 2 files changed, 15 insertions(+), 4 deletions(-)

diff --git a/modules/intel/ipex/__init__.py b/modules/intel/ipex/__init__.py
index 40c6551fe..cbadd14fc 100644
--- a/modules/intel/ipex/__init__.py
+++ b/modules/intel/ipex/__init__.py
@@ -31,6 +31,7 @@ def ipex_init(): # pylint: disable=too-many-statements
         torch.cuda.FloatTensor = torch.xpu.FloatTensor
         torch.Tensor.cuda = torch.Tensor.xpu
         torch.Tensor.is_cuda = torch.Tensor.is_xpu
+        torch.UntypedStorage.cuda = torch.UntypedStorage.xpu
         torch.cuda._initialization_lock = torch.xpu.lazy_init._initialization_lock
         torch.cuda._initialized = torch.xpu.lazy_init._initialized
         torch.cuda._lazy_seed_tracker = torch.xpu.lazy_init._lazy_seed_tracker
diff --git a/modules/intel/ipex/hijacks.py b/modules/intel/ipex/hijacks.py
index 432e805de..cdd83cea8 100644
--- a/modules/intel/ipex/hijacks.py
+++ b/modules/intel/ipex/hijacks.py
@@ -93,13 +93,25 @@ def linalg_solve(A, B, *args, **kwargs): # pylint: disable=invalid-name
     else:
         return original_linalg_solve(A, B, *args, **kwargs)
 
+def is_cuda(self):
+    return self.device.type == 'xpu'
+
 def ipex_hijacks():
+    CondFunc('torch.tensor',
+        lambda orig_func, *args, device=None, **kwargs: orig_func(*args, device=return_xpu(device), **kwargs),
+        lambda orig_func, *args, device=None, **kwargs: check_device(device))
     CondFunc('torch.Tensor.to',
         lambda orig_func, self, device=None, *args, **kwargs: orig_func(self, return_xpu(device), *args, **kwargs),
         lambda orig_func, self, device=None, *args, **kwargs: check_device(device))
     CondFunc('torch.Tensor.cuda',
         lambda orig_func, self, device=None, *args, **kwargs: orig_func(self, return_xpu(device), *args, **kwargs),
         lambda orig_func, self, device=None, *args, **kwargs: check_device(device))
+    CondFunc('torch.UntypedStorage.__init__',
+        lambda orig_func, *args, device=None, **kwargs: orig_func(*args, device=return_xpu(device), **kwargs),
+        lambda orig_func, *args, device=None, **kwargs: check_device(device))
+    CondFunc('torch.UntypedStorage.cuda',
+        lambda orig_func, self, device=None, *args, **kwargs: orig_func(self, return_xpu(device), *args, **kwargs),
+        lambda orig_func, self, device=None, *args, **kwargs: check_device(device))
     CondFunc('torch.empty',
         lambda orig_func, *args, device=None, **kwargs: orig_func(*args, device=return_xpu(device), **kwargs),
         lambda orig_func, *args, device=None, **kwargs: check_device(device))
@@ -112,9 +124,6 @@ def ipex_hijacks():
     CondFunc('torch.zeros',
         lambda orig_func, *args, device=None, **kwargs: orig_func(*args, device=return_xpu(device), **kwargs),
         lambda orig_func, *args, device=None, **kwargs: check_device(device))
-    CondFunc('torch.tensor',
-        lambda orig_func, *args, device=None, **kwargs: orig_func(*args, device=return_xpu(device), **kwargs),
-        lambda orig_func, *args, device=None, **kwargs: check_device(device))
     CondFunc('torch.linspace',
         lambda orig_func, *args, device=None, **kwargs: orig_func(*args, device=return_xpu(device), **kwargs),
         lambda orig_func, *args, device=None, **kwargs: check_device(device))
@@ -124,7 +133,7 @@ def ipex_hijacks():
         lambda orig_func, f, map_location=None, pickle_module=None, *, weights_only=False, mmap=None, **kwargs: check_device(map_location))
 
     CondFunc('torch.Generator',
-        lambda orig_func, device=None: torch.xpu.Generator(device),
+        lambda orig_func, device=None: torch.xpu.Generator(return_xpu(device)),
         lambda orig_func, device=None: device is not None and device != torch.device("cpu") and device != "cpu")
 
     #TiledVAE and ControlNet:
@@ -180,5 +189,6 @@ def ipex_hijacks():
     torch.autocast = ipex_autocast
     torch.cat = torch_cat
     torch.linalg.solve = linalg_solve
+    torch.UntypedStorage.is_cuda = is_cuda
     torch.nn.functional.interpolate = interpolate
     torch.backends.cuda.sdp_kernel = return_null_context

From 0f19c53eed7b464b3b622a01a52d8f633a5e3f9c Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 2 Dec 2023 08:10:02 -0500
Subject: [PATCH 29/42] improve animatediff and ipadapter load/unload

---
 scripts/animatediff.py | 25 ++++++++++++++-----------
 scripts/ipadapter.py   | 12 +++---------
 2 files changed, 17 insertions(+), 20 deletions(-)

diff --git a/scripts/animatediff.py b/scripts/animatediff.py
index 7b61308c1..aced2b9eb 100644
--- a/scripts/animatediff.py
+++ b/scripts/animatediff.py
@@ -2,10 +2,7 @@
 Lightweight AnimateDiff implementation in Diffusers
 Docs: <https://huggingface.co/docs/diffusers/api/pipelines/animatediff>
 TODO:
-- Use latents and update VAE decode
 - SDXL
-- MP4 with RIFE
-- IP Adapter
 - Custom models
 - Custom LORAs
 - Enable second pass
@@ -22,8 +19,8 @@ from modules import scripts, processing, shared, devices, sd_models
 ADAPTERS = {
     'None': None,
     'Motion 1.4': 'guoyww/animatediff-motion-adapter-v1-4',
-    'Motion 1.5': 'guoyww/animatediff-motion-adapter-v1-5',
-    'Motion 1.5.2' :'guoyww/animatediff-motion-adapter-v1-5-2',
+    'Motion 1.5 v1': 'guoyww/animatediff-motion-adapter-v1-5',
+    'Motion 1.5 v2' :'guoyww/animatediff-motion-adapter-v1-5-2',
     'TemporalDiff': 'vladmandic/temporaldiff',
     'AnimateFace': 'vladmandic/animateface',
 }
@@ -40,19 +37,19 @@ LORAS = {
 }
 
 # state
-motion_adapter = None
-loaded_adapter = None
-orig_pipe = None
+motion_adapter = None # instance of diffusers.MotionAdapter
+loaded_adapter = None # name of loaded adapter
+orig_pipe = None # original sd_model pipeline
 
 
-def set_adapter(name: str = None):
+def set_adapter(adapter_name: str = 'None'):
     if shared.sd_model is None:
         return
     if shared.backend != shared.Backend.DIFFUSERS:
         shared.log.warning('AnimateDiff: not in diffusers mode')
         return
     global motion_adapter, loaded_adapter, orig_pipe # pylint: disable=global-statement
-    adapter_name = name if name is not None and isinstance(name, str) else loaded_adapter
+    # adapter_name = name if name is not None and isinstance(name, str) else loaded_adapter
     if adapter_name is None or adapter_name == 'None' or shared.sd_model is None:
         motion_adapter = None
         loaded_adapter = None
@@ -64,11 +61,17 @@ def set_adapter(name: str = None):
     if shared.sd_model_type != 'sd':
         shared.log.warning(f'AnimateDiff: unsupported model type: {shared.sd_model.__class__.__name__}')
         return
-    if motion_adapter is not None and loaded_adapter == adapter_name:
+    if motion_adapter is not None and loaded_adapter == adapter_name and shared.sd_model.__class__.__name__ == 'AnimateDiffPipeline':
         shared.log.debug(f'AnimateDiff cache: adapter="{adapter_name}"')
         return
+    if getattr(shared.sd_model, 'image_encoder', None) is not None:
+        shared.log.debug('AnimateDiff: unloading IP adapter')
+        # shared.sd_model.image_encoder = None
+        shared.sd_model.unet.set_default_attn_processor()
+        shared.sd_model.unet.config.encoder_hid_dim_type = None
     try:
         shared.log.info(f'AnimateDiff load: adapter="{adapter_name}"')
+        motion_adapter = None
         motion_adapter = diffusers.MotionAdapter.from_pretrained(adapter_name, cache_dir=shared.opts.diffusers_dir, torch_dtype=devices.dtype, low_cpu_mem_usage=False, device_map=None)
         motion_adapter.to(shared.device)
         sd_models.set_diffuser_options(motion_adapter, vae=None, op='adapter')
diff --git a/scripts/ipadapter.py b/scripts/ipadapter.py
index c3fa9b6a5..797ff2785 100644
--- a/scripts/ipadapter.py
+++ b/scripts/ipadapter.py
@@ -6,7 +6,6 @@ Lightweight IP-Adapter applied to existing pipeline in Diffusers
 TODO:
 - Additional IP addapters
 - SD/SDXL autodetect
-- Support for AnimateDiff
 """
 
 import gradio as gr
@@ -31,17 +30,12 @@ ADAPTERS = [
 
 
 class Script(scripts.Script):
-    # see below for all available options and callbacks
-    # <https://github.com/vladmandic/automatic/blob/master/modules/scripts.py#L26>
-
     def title(self):
         return 'IP Adapter'
 
     def show(self, is_img2img):
-
         return scripts.AlwaysVisible if shared.backend == shared.Backend.DIFFUSERS else False
 
-    # return signature is array of gradio components
     def ui(self, _is_img2img):
         with gr.Accordion('IP Adapter', open=False, elem_id='ipadapter'):
             with gr.Row():
@@ -56,7 +50,7 @@ class Script(scripts.Script):
         from transformers import CLIPVisionModelWithProjection
 
         # init code
-        global loaded # pylint: disable=global-statement
+        global loaded, image_encoder # pylint: disable=global-statement
         if shared.sd_model is None:
             return
         if shared.backend != shared.Backend.DIFFUSERS:
@@ -85,7 +79,6 @@ class Script(scripts.Script):
             else:
                 shared.log.error(f'IP adapter: unsupported model type: {shared.sd_model_type}')
                 return
-            global image_encoder # pylint: disable=global-statement
             if image_encoder is None:
                 try:
                     image_encoder = CLIPVisionModelWithProjection.from_pretrained("h94/IP-Adapter", subfolder=subfolder, torch_dtype=torch.float16, cache_dir=shared.opts.diffusers_dir, use_safetensors=True).to(devices.device)
@@ -95,10 +88,11 @@ class Script(scripts.Script):
 
         # main code
         subfolder, model = adapter.split('/')
-        if model != loaded:
+        if model != loaded or getattr(shared.sd_model.unet.config, 'encoder_hid_dim_type', None) is None:
             if loaded is not None:
                 shared.log.debug('IP adapter: reset attention processor')
                 shared.sd_model.unet.set_default_attn_processor()
+                loaded = None
             shared.log.info(f'IP adapter load: adapter="{model}" scale={scale} image={image}')
             shared.sd_model.image_encoder = image_encoder
             shared.sd_model.load_ip_adapter("h94/IP-Adapter", subfolder=subfolder, weight_name=f'{model}.safetensors')

From bebfc908a8f9762fb29ad55fdcd223dc1e2bc449 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 2 Dec 2023 08:45:52 -0500
Subject: [PATCH 30/42] update changelog

---
 CHANGELOG.md           | 5 +++--
 scripts/animatediff.py | 3 ++-
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 409fd10e2..786e5f260 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,12 +11,13 @@ Also new is support for **SDXL-Turbo** as well as new **Kandinsky 3** models and
     - allows control of *latent clamping*, *color centering* and *range maximimization*  
     - supported by *XYZ grid*  
   - **IP adapter**
-    - lightweight implementation of T2I adapters which can guide generation towards specific image style  
+    - lightweight native implementation of T2I adapters which can guide generation towards specific image style  
     - supports most T2I models, not limited to SD 1.5  
     - models are auto-downloaded on first use
     - for IP adapter support in *Original* backend, use standard *ControlNet* extension  
   - **AnimateDiff**
-    - lightweight implementation of AnimateDiff basic models *(1.4, 1.5, 1.5.2)*
+    - lightweight native implementation of AnimateDiff models:  
+      *AnimateDiff 1.4, 1.5 v1, 1.5 v2, AnimateFace*
     - supports SD 1.5 only  
     - models are auto-downloaded on first use  
     - for video saving support, see video support section
diff --git a/scripts/animatediff.py b/scripts/animatediff.py
index aced2b9eb..4b0ef5d9c 100644
--- a/scripts/animatediff.py
+++ b/scripts/animatediff.py
@@ -21,6 +21,7 @@ ADAPTERS = {
     'Motion 1.4': 'guoyww/animatediff-motion-adapter-v1-4',
     'Motion 1.5 v1': 'guoyww/animatediff-motion-adapter-v1-5',
     'Motion 1.5 v2' :'guoyww/animatediff-motion-adapter-v1-5-2',
+    # 'Motion SD-XL Beta v1' :'vladmandic/animatediff-sdxl',
     'TemporalDiff': 'vladmandic/temporaldiff',
     'AnimateFace': 'vladmandic/animateface',
 }
@@ -58,7 +59,7 @@ def set_adapter(adapter_name: str = 'None'):
             shared.sd_model = orig_pipe
             orig_pipe = None
         return
-    if shared.sd_model_type != 'sd':
+    if shared.sd_model_type != 'sd' and shared.sd_model_type != 'sdxl':
         shared.log.warning(f'AnimateDiff: unsupported model type: {shared.sd_model.__class__.__name__}')
         return
     if motion_adapter is not None and loaded_adapter == adapter_name and shared.sd_model.__class__.__name__ == 'AnimateDiffPipeline':

From 8ba80bbc41c052964812830815f3fb443236fa3e Mon Sep 17 00:00:00 2001
From: Disty0 <semihgulec2005@gmail.com>
Date: Sun, 3 Dec 2023 00:14:57 +0300
Subject: [PATCH 31/42] Make OpenVINO use SD_LORA_DIFFUSERS flag

---
 extensions-builtin/Lora/lora_patches.py | 5 +++--
 extensions-builtin/Lora/networks.py     | 6 ++----
 installer.py                            | 1 +
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/extensions-builtin/Lora/lora_patches.py b/extensions-builtin/Lora/lora_patches.py
index 12986e8f9..680ed4d0d 100644
--- a/extensions-builtin/Lora/lora_patches.py
+++ b/extensions-builtin/Lora/lora_patches.py
@@ -1,3 +1,4 @@
+import os
 import torch
 import networks
 from modules import patches, shared
@@ -18,7 +19,7 @@ class LoraPatches:
         self.MultiheadAttention_load_state_dict = None
 
     def apply(self):
-        if self.active or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx"): # OpenVINO only works with Diffusers LoRa loading
+        if self.active or os.environ.get('SD_LORA_DIFFUSERS', None): # OpenVINO only works with Diffusers LoRa loading
             return
         self.Linear_forward = patches.patch(__name__, torch.nn.Linear, 'forward', networks.network_Linear_forward)
         self.Linear_load_state_dict = patches.patch(__name__, torch.nn.Linear, '_load_from_state_dict', networks.network_Linear_load_state_dict)
@@ -36,7 +37,7 @@ class LoraPatches:
         self.active = True
 
     def undo(self):
-        if not self.active or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx"): # OpenVINO only works with Diffusers LoRa loading
+        if not self.active or os.environ.get('SD_LORA_DIFFUSERS', None): # OpenVINO only works with Diffusers LoRa loading
             return
         self.Linear_forward = patches.undo(__name__, torch.nn.Linear, 'forward') # pylint: disable=E1128
         self.Linear_load_state_dict = patches.undo(__name__, torch.nn.Linear, '_load_from_state_dict') # pylint: disable=E1128
diff --git a/extensions-builtin/Lora/networks.py b/extensions-builtin/Lora/networks.py
index 015d2cece..afd9d0796 100644
--- a/extensions-builtin/Lora/networks.py
+++ b/extensions-builtin/Lora/networks.py
@@ -166,12 +166,10 @@ def load_networks(names, te_multipliers=None, unet_multipliers=None, dyn_dims=No
             try:
                 if recompile_model:
                     shared.compiled_model_state.lora_model.append(f"{name}:{te_multipliers[i] if te_multipliers else 1.0}")
-                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None)
+                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None) # OpenVINO only works with Diffusers LoRa loading.
                                                                    or getattr(network_on_disk, 'shorthash', '').lower() == 'aaebf6360f7d' # sd15-lcm
                                                                    or getattr(network_on_disk, 'shorthash', '').lower() == '3d18b05e4f56' # sdxl-lcm
-                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67' # turbo sdxl-turbo
-                                                                   or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx")):
-                    # OpenVINO only works with Diffusers LoRa loading.
+                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67'): # turbo sdxl-turbo
                     net = load_diffusers(name, network_on_disk, lora_scale=te_multipliers[i] if te_multipliers else 1.0)
                 else:
                     net = load_network(name, network_on_disk)
diff --git a/installer.py b/installer.py
index 7529f6cea..d7f069af9 100644
--- a/installer.py
+++ b/installer.py
@@ -518,6 +518,7 @@ def check_torch():
         install('openvino==2023.2.0', 'openvino')
         install('onnxruntime-openvino', 'onnxruntime-openvino', ignore=True) # TODO openvino: numpy version conflicts with tensorflow and doesn't support Python 3.11
         os.environ.setdefault('PYTORCH_TRACING_MODE', 'TORCHFX')
+        os.environ.setdefault('SD_LORA_DIFFUSERS', '1')
         os.environ.setdefault('NEOReadDebugKeys', '1')
         os.environ.setdefault('ClDeviceGlobalMemSizeAvailablePercent', '100')
     if args.profile:

From 85f62609afcf07b782659d03d1c4bbfb24cbdf53 Mon Sep 17 00:00:00 2001
From: Disty0 <semihgulec2005@gmail.com>
Date: Sun, 3 Dec 2023 00:30:32 +0300
Subject: [PATCH 32/42] Revert SD_LORA_DIFFUSERS

---
 extensions-builtin/Lora/lora_patches.py | 5 ++---
 extensions-builtin/Lora/networks.py     | 6 ++++--
 installer.py                            | 1 -
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/extensions-builtin/Lora/lora_patches.py b/extensions-builtin/Lora/lora_patches.py
index 680ed4d0d..12986e8f9 100644
--- a/extensions-builtin/Lora/lora_patches.py
+++ b/extensions-builtin/Lora/lora_patches.py
@@ -1,4 +1,3 @@
-import os
 import torch
 import networks
 from modules import patches, shared
@@ -19,7 +18,7 @@ class LoraPatches:
         self.MultiheadAttention_load_state_dict = None
 
     def apply(self):
-        if self.active or os.environ.get('SD_LORA_DIFFUSERS', None): # OpenVINO only works with Diffusers LoRa loading
+        if self.active or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx"): # OpenVINO only works with Diffusers LoRa loading
             return
         self.Linear_forward = patches.patch(__name__, torch.nn.Linear, 'forward', networks.network_Linear_forward)
         self.Linear_load_state_dict = patches.patch(__name__, torch.nn.Linear, '_load_from_state_dict', networks.network_Linear_load_state_dict)
@@ -37,7 +36,7 @@ class LoraPatches:
         self.active = True
 
     def undo(self):
-        if not self.active or os.environ.get('SD_LORA_DIFFUSERS', None): # OpenVINO only works with Diffusers LoRa loading
+        if not self.active or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx"): # OpenVINO only works with Diffusers LoRa loading
             return
         self.Linear_forward = patches.undo(__name__, torch.nn.Linear, 'forward') # pylint: disable=E1128
         self.Linear_load_state_dict = patches.undo(__name__, torch.nn.Linear, '_load_from_state_dict') # pylint: disable=E1128
diff --git a/extensions-builtin/Lora/networks.py b/extensions-builtin/Lora/networks.py
index afd9d0796..015d2cece 100644
--- a/extensions-builtin/Lora/networks.py
+++ b/extensions-builtin/Lora/networks.py
@@ -166,10 +166,12 @@ def load_networks(names, te_multipliers=None, unet_multipliers=None, dyn_dims=No
             try:
                 if recompile_model:
                     shared.compiled_model_state.lora_model.append(f"{name}:{te_multipliers[i] if te_multipliers else 1.0}")
-                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None) # OpenVINO only works with Diffusers LoRa loading.
+                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None)
                                                                    or getattr(network_on_disk, 'shorthash', '').lower() == 'aaebf6360f7d' # sd15-lcm
                                                                    or getattr(network_on_disk, 'shorthash', '').lower() == '3d18b05e4f56' # sdxl-lcm
-                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67'): # turbo sdxl-turbo
+                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67' # turbo sdxl-turbo
+                                                                   or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx")):
+                    # OpenVINO only works with Diffusers LoRa loading.
                     net = load_diffusers(name, network_on_disk, lora_scale=te_multipliers[i] if te_multipliers else 1.0)
                 else:
                     net = load_network(name, network_on_disk)
diff --git a/installer.py b/installer.py
index d7f069af9..7529f6cea 100644
--- a/installer.py
+++ b/installer.py
@@ -518,7 +518,6 @@ def check_torch():
         install('openvino==2023.2.0', 'openvino')
         install('onnxruntime-openvino', 'onnxruntime-openvino', ignore=True) # TODO openvino: numpy version conflicts with tensorflow and doesn't support Python 3.11
         os.environ.setdefault('PYTORCH_TRACING_MODE', 'TORCHFX')
-        os.environ.setdefault('SD_LORA_DIFFUSERS', '1')
         os.environ.setdefault('NEOReadDebugKeys', '1')
         os.environ.setdefault('ClDeviceGlobalMemSizeAvailablePercent', '100')
     if args.profile:

From 24250ac0499dab05a57154933b1976da03aec5b7 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sat, 2 Dec 2023 16:30:58 -0500
Subject: [PATCH 33/42] add sd-turbo and disable unnecessary lora fallback for
 lcm

---
 CHANGELOG.md                               |   2 +-
 extensions-builtin/Lora/networks.py        |  11 +++++------
 html/reference.json                        |   5 +++++
 models/Reference/stabilityai--sd-turbo.jpg | Bin 0 -> 88927 bytes
 4 files changed, 11 insertions(+), 7 deletions(-)
 create mode 100644 models/Reference/stabilityai--sd-turbo.jpg

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 786e5f260..fd019a27a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -23,7 +23,7 @@ Also new is support for **SDXL-Turbo** as well as new **Kandinsky 3** models and
     - for video saving support, see video support section
     - can be combined with IP-Adapter for even better results!  
     - for AnimateDiff support in *Original* backend, use standard *AnimateDiff* extension  
-  - [SDXL Turbo](https://huggingface.co/stabilityai/sdxl-turbo) support  
+  - [SD21 Turbo](https://huggingface.co/stabilityai/sd-turbo) and [SDXL Turbo](<https://huggingface.co/stabilityai/sdxl-turbo>) support  
     - just set CFG scale (0.0-1.0) and steps (1-3) to a very low value  
     - compatible with original StabilityAI SDXL-Turbo or any of the newer merges
     - download safetensors or select from networks -> reference
diff --git a/extensions-builtin/Lora/networks.py b/extensions-builtin/Lora/networks.py
index 015d2cece..c3cdade86 100644
--- a/extensions-builtin/Lora/networks.py
+++ b/extensions-builtin/Lora/networks.py
@@ -166,12 +166,11 @@ def load_networks(names, te_multipliers=None, unet_multipliers=None, dyn_dims=No
             try:
                 if recompile_model:
                     shared.compiled_model_state.lora_model.append(f"{name}:{te_multipliers[i] if te_multipliers else 1.0}")
-                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None)
-                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == 'aaebf6360f7d' # sd15-lcm
-                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '3d18b05e4f56' # sdxl-lcm
-                                                                   or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67' # turbo sdxl-turbo
-                                                                   or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx")):
-                    # OpenVINO only works with Diffusers LoRa loading.
+                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None) is not None
+                    or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx")): # OpenVINO only works with Diffusers LoRa loading.
+                    # or getattr(network_on_disk, 'shorthash', '').lower() == 'aaebf6360f7d' # sd15-lcm
+                    # or getattr(network_on_disk, 'shorthash', '').lower() == '3d18b05e4f56' # sdxl-lcm
+                    # or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67' # turbo sdxl-turbo
                     net = load_diffusers(name, network_on_disk, lora_scale=te_multipliers[i] if te_multipliers else 1.0)
                 else:
                     net = load_network(name, network_on_disk)
diff --git a/html/reference.json b/html/reference.json
index 1c9bda034..a3ff809ed 100644
--- a/html/reference.json
+++ b/html/reference.json
@@ -14,6 +14,11 @@
     "desc": "Stable Diffusion XL (SDXL) is the latest AI image generation model that is tailored towards more photorealistic outputs with more detailed imagery and composition compared to previous SD models, including SD 2.1. It can make realistic faces, legible text within the images, and better image composition, all while using shorter and simpler prompts at a greatly increased base resolution of 1024x1024. Just like its predecessors, SDXL has the ability to generate image variations using image-to-image prompting, inpainting (reimagining of the selected parts of an image), and outpainting (creating new parts that lie outside the image borders).",
     "preview": "stabilityai--stable-diffusion-xl-base-1.0.jpg"
   },
+  "StabilityAI SD 2.1 Turbo": {
+    "path": "stabilityai/sd-turbo",
+    "desc": "SD-Turbo is a distilled version of Stable Diffusion 2.1, trained for real-time synthesis. SD-Turbo is based on a novel training method called Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality. This approach uses score distillation to leverage large-scale off-the-shelf image diffusion models as a teacher signal and combines this with an adversarial loss to ensure high image fidelity even in the low-step regime of one or two sampling steps.",
+    "preview": "stabilityai--sd-turbo.jpg"
+  },
   "StabilityAI SD-XL Turbo": {
     "path": "stabilityai/sdxl-turbo",
     "desc": "SDXL-Turbo is a distilled version of SDXL 1.0, trained for real-time synthesis. SDXL-Turbo is based on a novel training method called Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality. This approach uses score distillation to leverage large-scale off-the-shelf image diffusion models as a teacher signal and combines this with an adversarial loss to ensure high image fidelity even in the low-step regime of one or two sampling steps.",
diff --git a/models/Reference/stabilityai--sd-turbo.jpg b/models/Reference/stabilityai--sd-turbo.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..875c42531a9a60d809c90911ce2974751af7b75c
GIT binary patch
literal 88927
zcmbTdWmFtb^fovI_YmBJySs-FJh;0D3+^rn5Oi?YAcMQRYjAfN+y@=}<@ev+chA{R
zyL-ECcb$?x_o+VT)|KkFrME4>M>#23DF6%%48ZvP0=#Vl%q2aoe*gdq3IIj`0DuI5
zgCPRIzt>>iSrmr&f7hj8=mD_*)BfSTlLPR62VlIj;yeFG#_#;!od0<`npoSrvf5j?
ze&%6i2fVEUBml4<KKxhS3GThXBf-PN!NH>-A|fE6p`f9mqM)LpV|@CEj)8@Niuw`n
zBNjFeE-o$_CO!ck4#6iJT%7-20t5R#2M!(?9v&G79Tgqt|1-UH1F(=jyvq&?^9k?)
z3kDVo=B*z<{w_KE`<nc>EdM9Le0Y};0TBrq1@(PE!$-ge7+Ba3aIpVL{XW|7y&nLF
z1^<bHLmUBH#RQSk35PQ%E)R+7YfTTX>hvWwm#K3wG726(0U;3$Egd}rBR3B(AHRU0
z#5YMPX&G5LHFXV5Eo~iLGjod{mR8m_F0O9w9-dy_zkY{=hW!bTh)+mNN=`{lOaGf+
zP*?;iE-9_8t8Zv*YHn%m?du;H92y=Ootd4RUszmPUfJFO@9ym%93CA*uC8xx@9v=w
zkN@F<dB^#G(f<ML|A7nZ9oGjqI9NEu|8T*4@OWofEI4=y4untQDu^ad*p!?>NH|~P
z@@jgJskl@xaZR14QShj_w`m~%LHi$M|L=eW|Nlbvzk&VVxK;pYurTi*4;Bj`26(Vg
zI+B_y_p`l6B{#0811?^HzID+L2oX_~`>S$|^Nqdia|NBK{lKGb5>Q6<*vTS-@A*(l
zZ;=SR|20zp@CwkKDnqV56E>b*BzDS9)Mn=JVBN6McO5P?u7<vvE&ft809heKVv0X?
zwaGMpo<+rG!c4r9J&`B!+sr5gPz(KD8kcJq!x=KsyKr=*|4HNy<3Zw<hwp;nNM9on
z%f$}cAy>+k`KqBwL>mP|rk;~{#V}p-5FF$4BPi;j34XoFL*PTQ@WZi7P?R!k!4Ck;
zI8(`?B0N$Va<T=yBJXX9=Eu^5BBvbP0wz?9JBvPCW}k=#VmO0>7ly>YJRZ#E3Bw}R
z&z!N+0$cl$7=3Z6?CXQp_^=63)epUm8(}vEA-dm<A=%bT%-;*P04^6Y_<K~vh!uFK
zcvSXZ<Ay4vV3Z4TMq}|={C`YthyXx(uV=n}i#Vy_{#Lsa&Y)tPyOmW(XC=y*^oYJl
zZe#o{vk&nWQc+QR8IS5oratcLWP_g@T_P&bf<-Dp)Z`P9`nveOExe7JhFQllOReM=
ze6+cmL`FX&1i`n3+V{LpSw(@>w|+ASx5tb$meG-BCj(4YqN-Q%fggR0z165*cB0Jq
zX{$@SJSe@CJ{fj}=Ls%eN4*M=QP{vA$zxtFP_nI7$@z8JNO0R}6)ODbU<Az60YSJn
zqoPSPM7)kKD{YpTa$gMV!U~P*!p`U7b?ble@6@xH9La4dI3UV(*kQ_<V+NBYxf6Ih
zeSza}EsK+$3DW=RG@m*X{7vRj<IikFE>VpZA9#`|pqK6My220Pljc4~`o{Pz!a!9j
z#!O&Rt&+*@fQjJEQ5#=Lx%H?IsoapE1lR%i(JK9??rS95U3SuLsl3fXtyd(6%Mk1y
zKLN#`A$_9M9SR2Lza3F$?m$!RV^HYri5QNRyKcpA$eQl@w_2wD?ZDwZXQ5v`k6Nm8
z{q5Me^8G~lhpp-<PJIWQwNdWM+8>6NVAE-6aNYSqbmm^00~d(Uzx#(L8-y(zl6j5o
zwWbod2e$ov`7ZUpPI7ej8_s;xAsW%+J2ojc)6yi<eU^?U(KMJ>Az*<uoULGX<jE?a
zZU<xK!rV>qOo>uunBHa1UHSAg>Sf|l>tBS$T(lHJ^Nii3F%lWQxti5Ur-;j(56{{&
z!a`eqez$PxvT5^fS*<ebLKfE~@nr$NC6lm(J1qy2*Ukl}Pd~>6@*v!mU9gkFD&TRo
zouNNft_CbK=v3NsJI$i*aCnQ~&aPqK0LY)O5cM^X+#I-urjB&w^p01!xgH=#clc!H
z?6UQk9CDXSh?@ilJf|}tBAmoTJNu_hmy9w|y_caw#L%0zXmat{Q`QTMx$}x`?Y;I?
zlR{$wQz0LWKHTfB->(d|ow#kY2N`+^x-)yRdXsj(PZ|Hl7_dgxYdfl&?Y-4!`@bso
z%l-aa>BqMRnJFYG=I^HB7m;+!90*|65&|m`NawBS>***UFA#B>$o?Xjua?<RCozW&
z+Ndef#aV10i=ttPo8orcex-!2(uF<C7W!qAii(h|Gh?qIB$>qspwxwVoLB6BJeWgs
z84_Vuw`rr&QAyO8v|~`xp-QKY=hLBbL#qT)1QEjdU>Sr7pwcynIoAkjb08uj@)zdf
zW{WPBq*(_^$&|bSY?^En?CGM`V44S-?YsHu$PX%{GAI%YA}U63DWk$ohxp65q$RtD
znq$h>q`zDBwgM}3nt{J$(V(~ZoB$hj^^=6#s$(Xyc)~VYV~i}n!vx}1HG<6AU@w6}
z;QpXDim^`gSFo_L8g7$aPf;Z8zN9`Gqq<TC;HIqlROF)_ngI8C+?F$gwi!M}&D>0}
zfJn)bCau1o0%{DS9DZDoqRNE#ymq|nXz4)&jw?<txMgGrhwVgMJe$8z*~cvxnF`U7
z`|!H{*Vidz6Xo%ko9YrxO_KE5FvhHY49uzqdGgWjcyxeFG47YM%wSue-dB7h>`h6#
zyEHo@i4e;s<}e7NSfQC}IYZfa+Gv4k6&2#e6FB`br7xfsH{>n_dA|LN-G!czLb-9C
z;W8p34|r0rr{}80ACYNDC9=+PEKe&g8`I`dVkn@dvm#%2#B00k4RBVR<l&dDfy_s~
zP8C{FyuTzkF`d<+U=5~McUKj4Q7sK*6A967ojsUkEof?Oir?7bYS>9bsm*>s=+GXK
zH4w@gSvNpar~HJ}2P;QlM_O~DxYOK|{9yG;HGz4gj!zpMQEjpik4F=ho1Z(TpRGhF
zP=tWSj!By|lt=%RdZAf=CU~OR8oV;PAzzlpuWj=6bZ7}BT>ZDk?x{q4Ou6>zJr&(&
ztyZYmox=RBJpaKWk4(MkTBNxWujI|h1maA4dRik!W(C8`%BwVWO(Io(+zy#>@7a)8
zpOMV*8=%%8IRw;j;u&g95ruEcGU!(mbyp0^G~PcW^hYo<%3V(obz350U+Qz^soG)S
z9wQ!MxjD=jQ)}|gKQM#FFfIIkDJrpY|Ehm{M9_xszIH_)#^OW>h+cQLmCh@%?~jr4
zb}Ob#vE|F<&MqWk<oyNQxsa<Rr^X(d$*%|uO0A>y&JkBY)7%PlmX=T|95Ov?ry8Tn
zz4^<#jvClPD(_9yTXngMZsnN{OntE)6?nFN=miZ?9T5Il_f|U_lIza@I`5^MKJBF&
z%kwj#P|37|QAcVZD!{#5d+6R8rp6L~y-brMn-Q7&^zXK3nWocC3GCMe(M*jp^`kG5
z?w6O0<E=LZvUquZcnPNWT!MpTQ!U_@XGa+RV<#QM&k)?K_WKp}g}c^}`GI^?q+Mh5
zh9xa0D$8G2zXCa(xgvJ^HScVbL=;M9ooyvBd&KZ=F0c(f%@mu`Dp?zt<ilCvY6M5n
zY8t<0e*S`T5Oq-Kr4{I_-$@MYdHk+G`uje;T|D|`vo&JV{d+3Ekp8FDH^2uWP3|(K
z75<fzmIgTniS)-D`E|op>*+LmkPMYUTiOHwJ~&v(SQeHpYLR8<0^|6Va;9C!%Y4CG
zp|Je#=#_j~5T*W4nmqOIAICB|&=7SsINB>#1SzQ`GNdMs3GR~!E)2ylrFWtSOUk6T
z&n#7%I$N@+eKf;)g@15`hIfNwQQ1V8I+L{LbqOXiLJusrlz<yVmxGZzdL3GF@fWJK
z>u8s~x%J<Y5d&ZWjTl~3R8v~%uTzGfE_XMmvTZe5W*cfO?oP%cH7%mSoN#MB-kq={
z9^H?N35FT@s?VGFw^u^NR}0bUOII0_5z00j)DX}gJp~0Zg}KkRhs>2}e;-1z?yeic
zDLkpDDRw<Jpf1~Nh@KfekD(>ZO<X69f(`9gE9;|^fpN`}Xws<d#ne^)Nvd~F!TU-Q
z-!^&T$h(aqS{LsoL+Zx`yNCX+eP_Nfv4ZT?ox9Srvp1Wr%XHsR7F|x%ICs)t-uM#$
zPaD16P8}+2Rsv<_`7%@Qf<~6K9Xa{X%y<^1@)K_~4S)8Q<Cs*IKXx7y&^9Eoe&A`N
zLWaw6trVE>F>MBhuUu6EL6Hp4hpdrn;S>ToR9}#K4rQqU7~*v4hy7aWX6}_PDuri+
z`>#BgjTzgk1O>J2uG0$;x~9f&o7}l>8mkk1fv9|o>EN49JZORvG$`-5)h}zX;ZDb*
z*+-|}jzWiY9$76!wIZ1$JLkKnYE<cl{n+rWKk>J_fY7d5(Y#7u2FQL{#p#qKL}77-
zA{vag06`dS<nIx2(iY`?sd0M)5J1UnnfPLsbVtovE#P(J8j%<srT8C|<ebZAWF@az
z+VpN2v+-OK5^PgSuJI$<;Y<A|-T?Ty_3aI|k$7t+R?|B6W)=W;F~eNrC@o7!0(f_W
z^YX8!w>*<ql?FJ@Axpw9!+1SJY~!=bZIwK_VJ9tXmX-C|K}A?7nVe(F@J&vzH%9ml
z`6t>E4>z>pRl@R^$=hw`GHMg4br7{v52;sGhA;Nc>WLAS)%`U4bv{R%49Sl#<pjxy
z#RNm++3*H}pYnw|qK;)XqvIY0Dh)(|Mf!#nN%Ie3a6Oh-$rAAh?lH}iJO^TgowTxB
z210!+^Vy{fM8N{hPb9G^@~LU+objT{;!MFVn~?JXIoF+z^!aQ*0>*gXbxgile}0h+
zTTM=J>LzEQwK80Td#v)7WR7MxdZZykltrGrBhb!$sG9?}k%3>GhPl`e+dp4h$B|*u
z*gwRITMX%&2}dnXE<}-3X-O|Wz5%Efi|Xrnr1;KoAv=>hnhiXQp*QZ04W2|JDW?Uf
zQ6IIp%+90Rv(w7ikPllw`6^G9KfioE-tk$Y3O7z2gp`;x2gPfM(@|dq=$`fU=J0^=
zHq#Pke;cgF-6{Sm8UsPa6hjC3St`o8q3Pz<oKyWZz*Z2=pPrMW6GJb^)sJb1Gqy9z
zb}d^SJomaEep7?1jl+S#*zq11sXWuEPr7#W)-FI)g84Q-w5qT-z(=<;Juq%l*nSgg
zz640$%lSbPEl3;JS#~U2E5}72zq{Ejhxl2$x^*Vs#}84O(_nr5lmnD3VJcihw@+8(
z&FZ7R1?C^xFf2+9A!VK{5cVh?*?u?Qj<u#nt0!^3_5UlZU3UcRX2M4FLlDFB;vYv(
z&LGjWuY`8Yd*O~79u!M;+fE@=dHlO(0_70x;aUCIHTvzfbZ6m{yIAO-Y}7elwlb^M
z+mQa6ankjMl;y#JkiY72gguj=<Nvv20?!viS%6{fTs}q6qDSPa)A~06_Di}Q=l628
zo_fJQZ-AAridy^vx}HRGoX*Z|Hrs|rI#lOh#)KIdjq{65eq|$#JL-xJD6sXv0Y2r(
z&)%v(QRzIy>Wq*Psr9TCV4ysA2Rlpg6I2dxZ!!w3>8t)crIX9Hn6xpK`aV5(O^1VH
zx;8YYk@0&#6$=u+x(D`HNcTTydW^k^&1&6GD2;N>ZNrRK()9*g@kpZ7oFC0(wyYo>
zebKH#HEEfYGxaUUuujxIiyNo(CJQb8Alg2|=8FPI^BS`GcIqO|N2AnnlPB#Br#(0i
zmo9#<m5xe&bR>nG3vbk>sBejb(FfMwPiE-}Jo_@De%4KbV(%0cQBAXkYIzHiAT$-#
zWXP6#14PTaV+&OUKYmXK#+>rzn;;v@AU3#m!Q4)p?Hsb;nuS<I2cic5bBaqoRyr~g
z$XF;L5vmnFRWB%MqgsB}*s*<~Q6^4+W#boPcd*aJoTw3{wZ7`QNY=qhg^;K)wcI~6
zKc8GJyU4CxF*tWjJZ(=7BA@GgPAjlKuC2s09Lo1c<T>z1Y?!Vv0iNCA<1MmGRb#bX
zk1#f?K}qJGdicd}L>7mPP@cIU`O<u!R%t3Le{rn;4Lt64b-2K+klhlh0o8vX%+~(X
zeT__wDY1FI-&PG>lOo;tWHrjesOrB9jCJUQKM^$SaLHfq*4zd=VGkm!P(FGGb37~_
zsvh0(VWTETaPh9^4HLqi7)g>*mW?Lnmn^>ItFGGkTc2#AyH#Ki6SAJtHm(g4@-aLu
zZ@r4mbjh+ki-BxZ;JRv>S|yz*!}HN#VPmCyA`U_Q2~UoU0*R0L*Rt)1<$CKw_ROqA
z(m-#9s9$s<>SVc?dqxG`(S@a_i7V1f5?L|IpSl$JOM#!{%Mt1r3NLd$K8wBNxOIKh
zjg0(5tPnd^-LaCy0lE*q7uH&cn{;w1{=QH5J(Hd)_qIw5tDhhu2R<$lGGACa1r}!5
zTF2hbD%CqmE?sQ<An!%_i|JJ)thyrFduE69%HAsD>5y~jhAip2p{Aj%Z9*Y+L&KlW
z1$Kape(qET-twCWoYm0vkl1Lmf!QD>i}q3<C2=4hc|-j`n)m^FV9P-+Z8J&s{$*j&
zP>m;>zTiUg-F-%Z?8p3kCXD>4dA2Z*x`tAr5Y*SZ+o4LCaW~}>rZSRws?qZ}$UU&W
zrU2TcS`+7V=d}*doCIVB#2L^H`Kd1ILk3<3nvzN6Yo_cp;XQ{%dY(`2NLtHFRU*^t
zM1jaEqv;AHh~!k2(z$2p7M<o{CSY4P++(|zWq0jp>3>^S<C!R~J|31un?pRzwN|@7
z!qqS9=VHAIW#F)bV&-{gzy$p-xo{)YZlHsg&&mG3Vi;hY`Q8B1XbAWub1KPKqr1kp
zJV_eovSCtQD8Te&(XQwKK6U7>?={P6OyZN%Of_N2k1lr5GB8ygrpdU2Q9%r9%^7_H
z|I|Pe{IU|rSFUwF*T{75Ss+{U9$m1NJW@u;D!nOTNh#Ew3(NDyn1gD@Ryt~F#V<ok
zht%fmnO)E1CAxByXY*P$mIDZ2c$<Xx^Z}lGO8PG2uhV3JumR1+aq<--^+b*a_A(CO
zX!LTTu_N^Z%r08gVx(c%Mb)@%b~Ith*M$xsA2j81NZSa>x(n;m<H{T0Ya7B|c||Wn
zJ*@{?sVvi?gIF(ylb-Hm<Y3_w&mqy5j;@C4C&C6FF>2iOZSC`~ZvfBeC4OaDSU8W8
zLRHrjAJRpTga(<_b(VWeg=ea#gLwJ|aao6$#x%=8yj8wV94i%>ez0;2ja<-mK*I!A
z`t@XB4t_(lmQqK}9E<;Sp01Ag&&v|!#wYDl)`D}!fiLbyQyOOMuj35OY1;??R=#&b
zxr(5LuiTQfDbWO*vd(uY-icD?9IR-?xxkL7Kq*0=g_k!#3>!B&^y_UJRZC#S%U}f;
z>mU=h;J_6<?B8>O17epLa22Y~<XYm-d{YjbvkS@N$wE;UNi(0nOsEwpf`0$xUiE)S
zMU7(2e4(O)4OHaxsuF_sRC?0wNQVV9w6pCnFyAI>=$Hp1<0ySJ`JM3@Gcm6I7H-R}
zc(9j;x&aS&R0NayQY_ekWglV*G@i5jJab`@OzcOyA;G=(yL7|aSX2`8<7)PvZSm!K
zbkWh>W5wd1N@i~3!@rL{RCIByr@Z$;JH|0ep2KiaJ1u3JnfXL29x{i&ar82zla3vV
zeZO}tG@xTxmD_W72+E%vT4t8lwhn6yDoIhFPYQHbKC-a&ZBWGoU_yDh@;ohI4WK}+
zY&y*}oP?`7Gt^0>()^89GakiJl(EShuH>qX`3JJdCxOG7XAP*5hi#=iORvs4e0_`T
zP=-C68HF|me#|r0N)30wCmWV+e%AoFLp~Kxi}fGb`#Z`h_{D)AzJe)Ginqndpp~f$
z!M|JbU9x5q(w*GdUq5@&UiWy%RyQx6^F)(<8N-Pij<b7^$Kj{)fOY2@5!i+3b&}Lo
zLuj%V+KPc^Vy8&U+m}yYWE;`?>t{H`I-;f6y#@uUC@ZW6o_QVq3LOpHw{-hz*VWA4
zR)ymec}&_gx~sNl29#S#frp%>7bC_XmZ4j7!a_T3PdOju3k{B4zUay5(dCRpF|6*7
zVqjAt+9SgRR;GV6+(}s3J|n?N^v<*^N-*w1dFJr)X+gj1qSkV@%%L9Sv+R=MA+3n6
z=nC2es$BEfx}|VPki5z^#ft~A&W?~^O$B4{^Bme~oa7rhjm{?GyG*~5AGZET05kEl
zH2pqepP;h30!VJgQN=svBYB%Q$&JiB%kHrKCaOqEF1*tluKcT<%-L&Cy|m=nS7nO9
zF(GA}Ej+RzdK*n+uP4IlCjeOyLDYZ-;C9x$2Mx@{sq@Y*KL7cr{t@RnFi;JRE8!>t
z5)f{L?Q31`8NX>X{mkKj0sI+P|M;y?e}GD=jN1e-xX|;UBn*i-sxb77q}S1#IbdOw
zORnuKf(QM<-#$;?K&b07@Fr#5(QIyMGJD!jx+J36t9A#?VV~&_MF?wclUnC5x>gW;
zD{osN=eQSVd;`E13o!Ncz>ynzLs~J)I=-E|sTG%0xg9E82B_3uIz)26+d3zaRI+4$
z$LY?Es6H2u8G}t@q2PR%ScV*QVax61P8#WAU&+i3D<Ai7=|4;&Hm!#(qnwAO#1Dk8
z({D;<GtCR3ByO~Y_+$rpzM9Yq+Q=O-Y>DC_()CUd5jwB==hP_k=!_s?5`+~gq@UUI
zdq%{*Cfk^we61H8>PN`HeQb_-ruC^IagGJGPTePqajS)v!b}x(s#Rmpksw3vzj>G^
z{~l5AY#=z<q%T>|7L}e+vSe|7uEw=7JZe-Wz)`yvSPwejJ-QzBf;MgkbD6EL=_7$J
z1EGv%&5Un%uR>m8e}T`ZW#Pwb1N~C=y_gh%mMqx~15B3Y#)WpfEfHzOU_BMkA%n<9
zMhUmAHO+#1d`%g>*$5iU?Vy6!8z9QpYllVbYxNu}*XJkB<$~?B#TVtZF7~YuV-Vpf
z*MQf@d{s9GxcX-$*-@;p4nKve<(M~sLNhePqu4X!=fVcr?0JI_Dsc$<{u+X^*DEba
ztcZV-ShOg%r^9w9aN84p?tZ1Q3?xykZ#dj7VKpPurpaw6`?*@E15xe<q>Ii2U!@kx
zz3LA+_9n?@UFc--w5yLR?98&#xfS4^sY0XtKEf%tG#p#Eg{fkYa(c17WLC52E5}_@
zpVpvP`&ZzjRBfqSk{XG<sn<n4R*-(Gw{J><Zs&fI<sG(&sznK{Aye^zE@46?m#RLB
zvH2R?p6VJ47VHl1#HpIzh1M<MF-5n(Yrc>aI#Rt1%nCA&-`<B}^GF#X6jW-X<X9p=
zb(gDqk<@ydhCVW0yl@&r5ak^X+vxJ7Vj_%%SClH#r?iVNpNbDLMH4N7-T+U!i0_Z-
z0HYn!5caFSZ2Aw!SK^4V43u=Cw862_$@~{G1b8BoS7nU55HF|FVEHDHBso|ilr~+V
zluw8Rz-VD!InpY)31fpOyI8?S(PV8QO_<<6pm71*(<8%#2H@op#QRJN-$$^jh>;x}
z8HuHuRzGJZSRznXFgZ8+yep#b5Z=Vbwr)Q8I<({dgJM`jF~y{u?Nu*V=)$rGl2emS
z4fCeH)_#M!Kn}(By5v*gyC3s9DM~nVGxy{Ua<jt0#?j>Dwm?3XD_PCyt!LKVkx!~^
zY`R+aPE`l|+9W;6id>QR$xhmOVHHDXX0Y{R{hRkSjdnYObeJd1Y|rYr%B8p+_&UMa
zIh09$JuVqV!)iBaR5vgDk{>JEL&~9lA9nHS(W)pSfJ;QtDW~{M-jr9UER@BT409~=
zfah1KEtz8WX$wQ3G+6diGDy~Hgff?kq8WGc(ECPB9B+R}fUt<S+%2+jm46SxPx6Pv
z4pLfU3aQgVQEwgRv(c7M+mqjl{t-#3^S80Ks{_KvMKwDg(xJ6PavRA(MIkcMVoxaw
zZgyMchuKQ^(dklta2-ADO_jw$y>`PNce#A3BvU~RYg^*MvSTl@q8d->K0YnH0L}t)
z)-PLe8@2vCo?5E2&tlwhBaU}MPQrMX55KEsKfg+KM0NhAQ!$9i>0;4=Ttt#gmgy@F
z3h)W6nfY#a2+sTI4)zLUF0C~z8MbxmU}s1DhJ{8g9;e!COG=W<ON~%RxZ5=(V%(y6
zZBM`;1{r|FE6}o4x0(dFhatO}uEI|X4ldt#(xe1yCbs+-nZiG`GT!AoM~;2Av^<OP
zD{Z!r(Fenaa-`>cW*J;HGn;oB|EAy2yqftQ<7lu@+lsw#GaEBI_OGv5yf#pZk)EjC
z>vE_NTrDn79oG|UXZZPgSpw_b2etkQ^I)SREeonz2U&y9=U}Fms=m*qdp^~FveSKU
zTe-mnSg%4Fvm90`sX1@B4@Ga`2(#I1<R{TL>-3eZOhWdsSJ7Ix6&=O?V8u$>pJEhX
zHIpHUyp##_r~{d}qt=M59;lR3WG)ADwknA3)j~HI3X&h0b~BJI`4c#(M+>;V?HV^a
z!`xMDhG(PAv}2j<JRvjZC!gQV*sk+leQ)36W3UPm`A`F1o#ol*=by9jSS&eo*&vw~
zzFPe<C(N-k?xQo6p}?m=-9PXXqClcj{c_4F-L(%anV3Cha@al<q^;N{Me)JJlrL2(
z8t~)oawEdInkp0Ke0aD1;fF+Xqcm?Vc*reTR4?X6b66f0QUsMgd1}4^Ua`67TvLS)
zxzR=cZH!XHSk#8v<C^}tJZVm*-VGWM>h<SuZ<@WC{Nqj5VX~d`Q6#Urt7bmP)=!FC
zNSu+=`wD|2);2ina07eeKs~Xj<*#h1bd|2}xAx1yq`xcTJ8jm4m1+t~tcxlNe<jnf
zLMeUWhXJl<5lc{`yM0Jw9$2$}zTIQzB#yH8(JiCL?B@&`mskARhEq2HfLNg+D=95m
z{I{UO-OV3s#uXFCmw(O;^K4<Zq3R5aW+1v33$2YHQH{(!3Qs6ZB0&eQs}3{LSJKPL
z!@~q2gJrMBEBOte6B{-%nQYRe%yHHxoNb#CC#38C+M&<_Zqs7ltFMJdZ+GF1<sETY
z!}hyZTVIY4BHM}PV_3wmBa8Lt0;_P3{ApiuE}mt#MMQWu|7f;4gx1qx+L~-<eHMpr
zJ6~;)wfiSNp?%OLV%x|X?{Tnta3w&_HJjqn<MyK0_nt<w%k{LCzO2l{9Q-!N;pDh*
zRWZ|S%4tM^6@mhoz`@8mIh-VbDk(t&>;Mq4fgG%cw(bG*n1%V@5s38EOU_HDKClao
z+J8V+$FBi<0sWJ49ZFab)&?)o^Y^Cu%iny46cCn*e96+rWRF3@{FURS2dB203xmZ7
zTBz5y63nX23STr&mc&`74zHkn1rC?!{_*qx$`yhv0l|QaVP<7h!c{<ugy(gAE49#&
z5s_Z^Cg3Ij-RhML4`RqTRH9!X--$5%B%z2Ybfp(B^lM2=1dIS>!~DaYXhi7w%dn=M
z+6KR@cqBue=_&wIj8A3c4wrkq;2|T?N6(}_eP3>zAfSGC6YUnAyies>q~6EC)FNW_
zv|1mT=prYnnU2oUP-Zt%i{(cbGQQ;8Iov(ipsvHbc3|vV6TAI`xinL3->-{FxkHfJ
z@?^G_UsC)xX9Ha}h=9X~HIb@;NS{so`UUTDJ~jtVqhRVLcZ1?xve9R9MW#7lgY8Wi
z1L%)Ql{dieN28C1!YawLmf1|nQPmIgx?l8AqsX%7_Wp#(w7T0)HTTM{x1|aWh5x-A
zis13%8}iT^%k3)?JZkk70!LV{d!;zP9IOwUr5|#Oz~5qG*jyAme>I=2H<WBx>ERr0
zrejBBi5qHUw4VF@Dbi?hZGc`tXszcZ{bxJdRu&mp7aEx_%S|+uZc8qro;IzxFu47)
zgFGa>U*~JREr#t0>U{)sL4^6d-AkxOidHs`_6VB!`H>W7{K6<p3p(qBTCT2MKm7KK
zw@tq17h0$5>*Rx02XAaBu=U|{e)lcbqFLZ*Ng{}mlHxCEV8I-C#qXH4SIh#5OvE2v
zHdIpCl|3_q2;m$hy>a%FShbZ7T(VX6<Lw2#F$5LvBie;3pb5SHFydR|2;X8JFZnL8
zJ-){~>n+X{HbeHtGX<-D`3jVcZC4>dBg~sS8|Gmo8)AW3@`3V{nOi}_u!Z)G`|^ry
zsV6@Ad+p*oc3;Hp3eqg*nZdyE+NfV4O$ivspxCgQ&z2RghUgIdU|&>-wZeEk8O!Bs
z7EvE^CT@)1FStM-?07C|K4yVAy|Y*2q&<7vkDdtw8^jC#q#H{kwk(Z}@vAghsjYmx
z3+~6rKSsouL#hh`n)J&z$Xg&^J==_CT$|78BN<*7xdFi}b{jwGM3gpQ58-W5)WI|&
z859%F3L<gq&w`hlHINL0Dc3XAWA*gC4ZZMb#5DMF3S1<_DA*}Xe?hH^*I{xDH`yX1
zA|shQcNJuoa=QfbE-8Ip@XI`Z_v__dc_Fdf@o=S&)VdPL^+i;K?t6XB?=}fLl&_&u
zYXj;4WRXeSA97NXI;|>va$o5c+fjUbgVJ1P&*{UZ`vUr<7(CFI&5Y(OOGUJe(|>G3
zi4bJl&v%ju{>9)sD&1uiirQj;Qx;mQFg$<STv4-o@imS2>V=te`k?~2hAK=Lr($Z|
zX+~IdCJ06wMehlZjJ`nww(KSfZS6r)>AeBlncwj|Co75fOdg1~vMs+7>F;}{N|#*M
z2XL7QFU~Z*I~mUs1?$Wn3ZUc0{ynNW7IE~m4uHAnR!*VZIDJF@rvdR>QO|~&cnjyQ
z6CC@ir=&q=v7DJsU_BJkp^RBe(0lT)jdE0^N30SSRjcfpCFJ%)%3UGG9r;4ud=5{^
zpy#*`UqA2{{vCT`p@ZeqQlekw2E`zv4*qJ*&DNp;vm4Qhi;XSHW%57BjTn6yzOHNX
zC)`-lc20g0&g`(~N1}68CH0?lHntW7C0kVpX<F2zB|&Xd_~e9SKQQHN%r1Q96ZO}G
ztMPA(!46y~9Y-<X>j`)dLma4DnQgBC9$x7BgU%0qm|M~}0LorjM4tRkJbRLj(|YDY
zWZq=i2KC3<-Ir66`>Na<VCYIf*a9ow&Ylv+C;*XU3&2lS)aiqrr6yadm#H>5xDb@J
zT|slB=i_75J?ZQ;)ZtF#AIj$T=d2t4&)TRr<ztS^krDo%e!2RVT`#qa<XUn!l5~rl
z6-sFaV7ekg0QqI*ruyX@AgeI3slhrpim-rRDYuF*LoG|b1-wBCt+3l(7XgRv85^|i
zTA1c_f*PF2aYS*~Y+~2_k4Acgl+B4|7@0w4gFKU~66#G0QAE7iDNb!(*3|KwX^KwW
zq`;qxlVnVnqM+?{&!g+3#bV)|#&U|Eok}SDy9b4~W0fm}V-6lJH;8xEFXfAaMmF^=
zz*Fy#;<dZe2LhJ+l+_2VSpSjtwDM%6-cWKj&0+=Z<;!pDE4|4Ui!`L;FTw#p-8A}D
zWz9y=5l>?cc{q3RH&)@kVEhv;Va(i~zbkz|D}9@xnq~=6yDs_)h1FRJt?ah|Zr5aM
zoxH~1+~v|1LjsRlxt?vkHPEi!mE;V#oze5-1sTeA)C6qKB=i{Qgp(q=oUFV!gNG;z
z#PV#~v6E`<<_!SvsdzFFtDXPd{%n_qIvT(!ii3xe-znN~EjHw^oH8f|5dQMhO~t0w
z^=V~RIru1vT53B;*xWK6l<l+FLV`nwKb+Y<5k^?w5ih+VR`-4~AY}U@V!FHL`-)WV
z<X%Gv80{P!VjsO&e0yX_@dki<f-<`)eMC1s`EJ|62=m!C<B!~sa5+GTYmT1OhRMWw
zs&HIo#UQ3hF4Ov2-QDttEW9jZIFU?`6f>aEYWb+q+pe_F_M`UD7YwI|#jtUAFT2WM
zL%jhH`{~iZGPI9#@p3q4bW|W7CwtaI%rG(QH$a#!Z`cll{i&%P>yty)-h0x+#kpf0
z>2T~>0&--y{v>UExo*v1EzCG*H*W0+rWE)x(RbQMbrSJZp2MDgPrWK#@vDlyO=t<K
zh|KpL=Q?4sgHQRluFa<bEFs)ZgEg$PSMSBmff7k>KOzsFZ8z-){>M3vm&vqN$jN}|
z7{QhQ1B@{CQF`S}acZ{A<e1i!#oh{Ti%^)jhNh|eE>?QB3K4Oadz3T0W~ijysI%wj
zlct70GR#5QeTh~@0QVep*AsrseopTVfc^uaBWD9g=Ve<N;RSd(4SEA$E+mjnWGEch
zTW|L1gde-E1YFL%gYNr6eAiLj@JfWl!}6r!uoB27abFx+0f$fZm#vi^cKnr7-@4WA
zKD4qy;|(C$+=gc=8R_*!LOAeB^r{$Er02HCf9hV>3<`IYQe82>zI)hMvY)y_cW~cA
z64?IY5&`a?iI#bq*a$Nuv&WP;NX73(r?gSCS!~pNJWJnPTRN(HP<9dcfQ%?b@gDpd
zTBvI$-LYfZ&T3UCJY1+<t3oZanMVGRcmOw;8A3RLd7@mMr0->2!ZQonx4!)&xuMx|
z;g3@@TiGzC^Gg2A)49N`y4`*zb-XyHvkhn0UkkP-5Uxbz*?Fag-a@zx8|W0`<zq1M
zB~z@(;(m3%Fi11>kK1(K$q&r{jk+IaH7~`YeO1t(bwLr&Vq1Q^S9`2@)2!(0^UYsT
zD7`#k5rutrx&+*S;hQ+OCHqY&y6yEAPt&?V$j@`;uWs{7RAoMmDLXFm?4cuK-7l2Q
zmu$Z^PS2m!AZ-2KYmF`<|D1K0-LcBc*(Wn&)?B*JjFM8)1HyTHhG*4UJ6o+4VfFuA
zBtX*-V`S|PpaDG`$tHWyoTA6D7_lE!h<zklizl9x+h%jZlFZF-fIumk^8mqT=+rCH
zWa-h5iv!6hpn%LnLM-z0pXV}*_?h+bR|E%gwZG3gcW3u!)=zw%eyP@vm|+L}gL;ZB
zt;27CAQ&T@mDfq{*o7(<R&i~LeSt8F#4B_=k_?Q_cPDgs@}wc4EXP>kT>$`~S|BQP
zHi_x83C}075HbA}!m98Fw&2Im9BT)L=wFJb5gcnD90O3QPJeQ(ceNWCmMxPTZ@d9|
zB!zh>lj<8o*Y23MQv(lPSKO<@Sf4R{e$-$SirTwBfh*Wf^=U4uHh6&LZGJ;bD=BBo
zxf^Vwja($oDgFeJh&jspot(4JY)+nq!6Y!*i2<hD!mn3vfO@6}zoA93%f(mp&hGXp
zVRA?0gNaKp2%J=v&isnAVZa$QGC3J^@65>%V79Hf_%!sAXEb&$8fOF~M{Ef6U*1we
zYV%uL6&X)^=I^dbXYC}`Us_S(E?vd@`hLuFmVEK5@FhCzi0(e=B~PnVdXD3y3;8xI
z*iUq}pNM4Pq7#|h&R(b>Bn(0+Ms-;gYu`@gWl5fSI1Dp*>Ty@{I#|?LJo-A5qn&?Z
zUGW|*JUisc;@aU>2tc#LQSmI3^9)^>5I2V>*iDFM+LiZH)0@>sVmtq<)~&+u`4uq&
zc<QB>%r!fW`6O<5F8G+EXy~b=uUD3_d=t&ppM2G`mk~|7&5E%-Bl$&KZSo7#K)s0B
zK=NJhg?B54N7B;9S|x_HaAUg`v#$FCUd`M_?e`^!VMbn$r&%y+BxVw9ALowpGI97<
zcArd4{U4QV{mTtj1E4?5@sFR`@oxE&?zNuA9_FQDXyfbuZsud!el7ZU{A}R1eG#@n
zB`6&dectl-L|1!u-XR0l7mCiX`Z|SHwu(Cp#T)8__<o<VcQX+g3}(eDXtZ{OvJ4VK
z1No^PW#HV(O(dmQ<`WzyC1f=grevvZFt^!4ZpGlAd8g_XOm~E`zD~dr*YmIBJFVny
zS)vAII=dLSu-l8nkvVr@&P4x{*+`!UNYF569e(&dSEtNvsqayk{U_0veZ1SjJCI{d
zGC+ClmRYfj3+4(~GN3(kX4>8=Q`D?YWy;4pGjs`CQj(ac(N_eL+&Y8jc~NAN*JFw{
z+={A>ZZA$bc9bQ1)|wWBclF~Pl8HY3X%UPdyryqrX!df7;dEpq6!q^V8Vp}`JGE63
zzBf(f(=CQ_!JT?m@TmtRS9UG#@G&Fjes_dC$vZoHRo&dn_GMrzr=%*b0$8E7W0@j2
zn|#`0VkXjVQ!7{A_q3KXtg-4dU{DIszd;eG;?y7(s9d&3)HI?sX9dkUX;LL75l`9O
zkGyJ-P5;Sr+CEGdcQWrKT#PTfH(COo=sEVmrP7~9UuY1`kS;4*J8pi>{wb$N@DTVc
zUSaDgSA$rkiz}5Kyl*+-F9@Zx_Ve@0XC}9dI8qqQaUt50{Cu1vF*4vs&YMHpdln~Q
zd?|BeSV%I_z@&5RCXLNsLHN)EHbU6&bkNLR*+WzNK;YD8?u<BH2W79S5*6{KHNt^<
z`(#+X0cP!b%o#=P-wmwRt|UJxM8Rk!=gO!XD=<!d+~p}&iaDH98{$gGqy!YR*fZu)
zV1oO^>C;2ZQIDy>P|5HFrkUYfoiI0*2NNj}OOeTCu$()s0cq@8<tVZJRtw;fTxlrc
z@m~CrHDrrNFC>Dnfii=pSz~!0(``aXD@{wR5OcdMb7qL9KxJ1H_9gqGVNCnNO(+he
z$G$DMw`5j~dm^|PnWgsA(k3XdY)UI!PjEopAG{~cT%%D~S3{eWfAk7Jt58vYMj@go
zLvGMA;Fum-C44T=w{56jI#+(7verA3(Vn)%T1neHAwC34uDjzJtvpil6>&TTC4Zwx
z**D+yLFIS@57~6aP(N;8Up8K(?Sp@k=7dFSb5jV0rf`kuySm0U^pkYSYCHFi1wQG{
zW1sz4=Y0c=aZGM!C++v?x5di>Gga69uVEj|PV}EE@45B_^@d&1SshriZCjMIvcK5&
zH%wx;8Gi3os;g>Z-V85`=2H4`>OnME^;h)ozxM<)nbJSue)zr*?BbN|3yW%efcnaA
z@}0Pr%G7R>pFW_FXBRV?%nEm-dn9vp{^9NkeDbjl&qVKoC9QjG1{9a%fY(MVS9^)@
zZo_w_{f%dJ5^J+BPy1*g-Iuf8F>=?8iJl+6(-=`Pt8Bnu<e9YE&fXy4TXW3Fxy7c7
z1JyRC%vcqOj+(4tnn<Owc;%C<Epd*o|G$8S+sy$Wj>L9{np{Ien-z7ld>J9(-<8y1
z3jsz&&jW<^#XAwGWxg+2P5j-)^RZw|ajAK`8_EYZN*<DJXJ?-SviT&duL}{B`M*=z
zh{?T=y;<XSY$btevu8X6i2rKVzt$Fu=Cbqi3|n{7N1shyEN8bkTvp<M@IC9Y41T)1
zlP|BRquQCk;Z5hRln}vd+;t!6JKW8@RPCorB6h*skmxs<ZMxLOA6vxYc|wkw2%l{!
zHxAp4g^<le{7RhvEaAfhqK`I_+})MOaY@nq$yy@RyuIO(`|Q+3%B-b)sWDz>rxUQy
z!<^%0;6?auET3rR08JHKdhVy}J_$s{f=Y&zMNSsSc8})2Z~Sig0i0m*7K*e})yNhJ
ztYI29fwFH!%^7|UJN5oOT^4R4tD{^(6?OCZ3h9RDae?$&oZLuByGT1!;qK@f)4K#M
z!~_7qxn8LE$%v2FG+str$U_r8z3Bl>nU@|oDQ`fF(X#c!96x6Vs#fEJV;_9l4hWA1
zBuF+)6Q;0cYD+F<l+2=l7iv^h``$Suz?>TI%?7-K!XI3Qlf?z~XUd2YCePf-A|;$L
z8A`82_Bktc)JHe3gBfNkfr6-tkqULfDBsfWUP5?bXHuh)yk||0>8abu#TBHEG=Dq2
z0dP8TBp`A_O5v5!nG5kL=)s!bOhP4q{{n7LYHYzaU))vB#VgE++m^!Rh9P2qa$w3`
zCo$;myu*n&2{>7g>ax9V#(jimDhmTyG{HG(`2k0U0|G)n9Y<VSz^|~EHn!<<eJlmm
z%%1-^`}PvfF`-(Ge}1|O@uo^T!SX%V^AAn!25{)*V~_9vg9W)bT9W@sP@7SN!xB&h
zN=e#!f(+YRTdi0M;JOt0tVd3L$Y)YxxRjx``P4Q=3&^HwZQj5%f&h+_hsQ-T%Yt(E
z0NZ)<U?G{oBQmM0J2c~S>L|=T4JYk^x~ZEb(~koPV}+`UuL)IiZd;fBok`3qDWMIP
zO?Id{b*<S8id0Qm`n%bg<h?-&%TRZwXkO!*@`Unme8sYB%st(WPwhVzinO9i3wzI1
zX6<JJii>EyHp7J}@N$e36mgR`eo*{5Y87cApM+F>hu}q|;HRY90y%j-r+mzE7J(C`
zy`t=puRVW{lkXCWIX?d+Ki}QDzUZl(+`0d~;FD+`9rU|^4tOC0hP$W2(Z<l)J_p)S
zbLqG1<;FWOGm!V@=RPJFMqgg{#j>WDpt3Gi(mX)7WdS#jbJ3*sNtbsEtMaYQS68fi
z>usb#lSeZhqCz-VuB&#dpWTs0*FTUTI!uR9WaC#@B`5RRr+h41qe55?bY32f@~3QU
z*8%le?=-|qJpFF@R5Rfb>x?+X<eylMm<IjTd&ebV2U<fLN4YQ;kE-(>0tq{ciP_YF
zHfi==<|jbKMTv`7LgD6)gdY>4TMiw)?+!@jKMU*nu@LvW)I$PstK+~{DyJeoT54cF
zyfK-1Djz(bGRueG<%&ms4+mri6)K1-c}IBhM>Uh~hxi0CbF;n_mb4`#Uv)HT?QuA0
zv<~x=pSz1K{sutB?Vi;ff1RFu!hre706Q1(ShoC%=S$c8I``zan{80(U2mb&ne_X(
zm}T5dp>D#L{E7b9ka~e4S?{)SIzLG#vxE~Kj)dYBGRS50<7@IAJ2gWs{hWzbp;wX<
zhPU=<2oG8QG@MLvJ7Zw}AwLfDyHn{FR7vGjAu;m-**jepot<G^md`sVkyTJtU*!|<
z7vJ-8K}f<sGP94rDg|>)jOM(_N|rnkrJLI4@N5^gPr*I$Qb)jZpsF8}ba!J(v7uhW
zCEgvq6AmG90p04<y%|&skJ4~2icti!L>Rq<W}sYk0AaYhAEhtEFax-F`=}-?<Q=<G
z;C`G74irSgJTl4#^JK`9F+Y(7*-SE(;?dM(Vr=Z!f!la_A*;R1S)JC@beY**+lIo)
zMZAJ%Vn4|lV+mfs^Id}7b#wlcw)-T;S-F<N3!L9p4%~<t2en1{FUDOeyjVK3QFs>}
z(ss=rQO4I|^xB9uTO%6=<<2$ujiqhIE+_upqcU|do1<o*0#4)x8q8XnEG&$ecQNE1
zHQhS8o0<W<xPd>_qzqW?KjD)+Eoc_{H$o8CSIXnhPA`%4{(VMsNxxRYf;QRIo3v^$
zZA!=t#6f|&F$l4G&-qul-8Q-jYw@xtD^1bMO$>M?rNaOE8!x<vniH6UopiO!a4L&9
zYXru>^l@I#)XTKtIB@1(OXU`tnLTJu>8AJpYwUbt*%{_aeKec9Dbg+d7HX-#U0wcy
zYF2#_aca+?lSJDnv<c(+M}e%;ppIHOPyf*w`T1nBg2#*7PEJSu_52%0qf*ryzzFwX
zAtEVVppeWCXgtrRDk4e~^;|_f?6g_^!Zb+-;jl#)PTpep^D3+*MiC#`l2yfV)gNdP
zUUHE#5zRk=D97w7?SdgdW0j`o#IjMjx~6B2pvvx~TQJVD>nYaH;<LjSY<Irf#J+w6
zNuc&%!`mrY<Hej!I5Lv-%Tb(Xv8Zp35c)%>MiR%rof!4eR*QE&ouaaW8~}Zf=h8st
zOsdX_wB^nFKCa|-Cf%aF0cz~BHp(vwJ!AYt2Q`_ihcnWo@0~IE@Aq3ka;ghlPm^Dx
z^#!9#yCGd6o5byYTi;$stCJi6QK?kT@XvK8L1T^_K)I)`Ew<B)EwRvRiOOT_k#ZYH
z=V({Qz}tz9gA?7abKr~7)BOrP%z*Wt*k_u0XwA+z>zF2lK1{kkPE(^khF6Ue_w}=)
z_w^*$NFt!u;b#*9GL~`xN-Rgjs0Q&eiG4wKDFb1va7u02KpSf&S@%L#)+s)|EVoRt
z%de(F^M86*yzN{S{3;|Mc*WUC2f4ncR`JqNoIt`lX(m&f<AZ>^9_m=*E5*^g{2`k0
z(M&vbf#KVdhPbr-9HLGNg)LHf#qXx`Y1A2e)CA#6507|i4~uFL@b(BqGq~w)+G{bH
z9{MMM2<z8Sz-Y&Ftt)wpnv1V+o{tQaX@_#i0gSFJg_*dBcFg|eb7nBp`?**uoA?pN
z+BN~qMSGVeGAVEHRn;te>0G>MY2>}sa^s2HLuaOjt<G18OiNOjiuAeTZ;;xDK9<be
zowE0haXi+qq$7fveQg3mkHnHk!Qn$4+xNSRba>}o3@z{4mklW&4NprW{@P3g0;-Lg
z;`jgi>|Lg_t;-g=(n@`ug;CS-hR$d0+B7YQc`XZR(jID*5ye4q1AOlre0)rf(wV|+
z#`zq|fr8mH_bT2~J<?{K2t%@E;TK}Ov));jN0eH0`jYBw_zxCKPim$jjBzwT8d`-I
z7_ytgmHJ4Z@MG)4#@HUR@7A;%oee2YoaNG}9gt`0A04_}t#jKYWCL9|hO7Fzf?t7M
z#Bx>Rk7V-)M4NwZi3OeuWodryp)xRwO)j)yxFAWt<dmX@xmkfn$n>%?^VDXKrsky<
zSQ~uytTjv@8ilHnx?e^76OkZd(F^`8&?7K`FIR!QEnXJDftG;|??||WAnr;(P)3!V
zYonPQxLBuWn;x2aBr^Ea<7MXZaWsDV&+ea~*W*}eP=_iuryC1b?;8NaS7UoD2hOt=
z+|L}xupqITs!8Z^=4Nz3E3|thcvB99d8UGh7W&zFCyQA&#Pwo37UXGy(PIJ^f~60`
zLb&V5@7&fZ+9tw1#O^y)uKk5IEq|T!kRtZD3yPNa+>(m;7AEOACUXRbiAg-F|BcS_
z-}|<hGBO<RY8K-(&G8a|asZwatLMH8<wIpw1zR5k%DbG~gbQGPvO4nM>>nnj&eE0m
zb(JX#obzvJjeg0asSQ~=$A5*r<^lwuU4J171)Bd9<^xS^mEdEwK}JT5#ZoIHwd*Wq
z;<s^_VL0)dHda7OyC`vM+1LG&=QNU3|3awN@S`50JfCZABQlg%*~3vD5(sfqGY_mD
zl(x`exkc&f3|P}IbFuhRGpc>q=&pI<z(5kcH7gbmlyI^Q1gxQ8dAw~cvVyrK%rsxU
zZJ|v<Ppy73kqnKxruynRe5IyY3tt7wn}24jpK}IV(0zIzZ-3i~yk-c?oNEs&pTXUM
zgLEn7vp+7f>WZB{g=gD-g9k^)IQk(rH8p5mR%EuFe-x+4mXwUH{-W0YNoh+=7jSPB
z(t2#&nyBT0AjbU>NAO&<N3;DzvdxZ3S*vA3hnT(;S#8otO@+o)U1>T1$yU~{Xf@e%
z5iKw-Dv4aYyNVu42p+x_at)SED|iEBtCS!@PMJn35E_K6<?}8`Ecy5Iwa{{ba@&@w
z)awuG=5uJ$+=EAIjudev)CKUeooCd8fn4Y4ye{A5MUiwcwxr?IP1+W39**>nec6ir
zl8;zHaS{Db!@?<_9mR%@v^5jx&9&eLHXU@+2IP3nMKplbqQvXOk^F=c`cgCrnVDn(
zs<v5B+j7c7QIp=6+>rNxUU4^hp)ajq<Uy@;iYBimXs8r{vqp^XR_x%m9I0T{ji^bX
zT({j?tp>=jr1yQXR{L8%638Xq6F?S#{bJLZ;9F+;uf5Ll5)k+B2Dm**R;lA$&hQRx
zCNm)v>iNuZ7$E}hJVv!?6Sqv>63W_lG^L5hAT@dbvieEIE={mXhI}(A5+GQX-=bGI
z+&e@rP`<)xso+OD_S?}Dz+!%kzf^~&MA7nG;v84mFUkr*>48yz4xd~^TuqXld{WqF
zY*K#^IL8R+t&ftAV%5yh=S#6qTN`y$QX6pg$M1@N#1@WP&AbsdZIU_M+mlwI-m8Ww
zZR^sVrWDkUP&5+Q@~<Buxjxe{S*q-3&iY>f_&^80J?cH%oHt6eUrQBrHvQSnI{RZ4
zR{2-ER*}%S=&miMkLFmU^8B&JxJCColl?1d;xjd!tZ|GDx!LLInu$rX4rbZK>Y7N6
z13Lczwa>3_#=2{}H+XkSS1JxZwSyXGo=qITVpy25{pRj}hX*y(O{STwU4Z1Czvt;n
z<zG`i%UBXew&8H2m6Oxd8poecYduOHrCc23oN_QTR-`_f8`Ijx%4URucr3MzW2l&B
zyx2c^A0-GpsTj!r06nWnvGX{Zrr>#N<@NRHS+@6Uc*+1+rDOiBPYiL`)||$dM!l`=
z^5Dli?Ng95PtmOIWN4Weabt$hMfau5hs=*n@Gg~od1hMT>Qz=dgLN77=Ba2G+J>I#
z9I>?P{81ny9f#vw(swYG_eVvpM%sF3d&)Osb8tbZbqz}6TDC}M0a`c4-MC@^>S{@i
z*5^l{>wsD)1eOby=9}S<54^!QWFs68!`73ML`v5>Uk#*}S6*x9a~#)S;hhC-$VcIq
zqg1+@8Olo99cPB)FvJNQo=sn|*$Nb31Fd4+%*Z@NeHgQm7GoXO(qmO%8IC#(_pW2&
zw}qR<9vQg%70|KN?bOR{a!vxU=jQhR01EEHMiQN*?fDRrZ1}h1MZSmPjdtSuPnJ7P
zV{uuaF^IhK4_{5go&o2u?OgB13mfIu8v9YT`z`d}@$!qx7azuiaka6YIONyqxqMt<
zXv_SMropR6MsQoavdO!Q^{APdloNv4<c{_2dY++a9ZYJy$F)Et5yGc9<kBpPNwaaj
zqGOo}CoSHNgqN-4I1EQ4+N)ZzT#RIWYbw74hkKdJNR|B4KaNMwz00=!sV)0fA#-BS
z?+R_7-W4ooLt)TUEL#|;Wt}#j-*%#~Z@Ov#>MUFC)HW^mX%ci+ZPKH&ZUsOaR_#o-
zZj{iOrweqZLc}OFM3>|3P$kCE^DiIloc{pz>5yIXHmT>IdZBZwTSIQ{@-6@*s~jK7
zt~!aHY4I!K0%&)u6I|fu9!j6Qf8Oo+SA}byAa59aN4;wq{?Ba`r2*O)@Oy5_uX2nz
zVw*hrlDo1!OHI`dxgyJSZXtx6s+l~@iqX=17T4BsnQlDi$I7yi8#m#=>s<yWwanHw
zu%EKUEU%0=B2GQ>DrWFw*zErRK%UY@JV?^{famo5GeGQMX?_~fZ?2N+eLL-Ft-JS-
z?g~Nw0KUH=U1Yj+x_o(_X`48~WcfOG2l<LaIz2YyO|`HP+gjVI6xz|UfTVNxc*>t+
zTrQ=pEEee*4Z8<z#4Xf%9Q7XGk)T#6_=m-RW7R}V-zWtad+y2p9Cprst#DfQpQw0(
z=rm9?@u>tdoxFq8cg`xrbzTzI&DGAJ!d-@WMmgXW#(!Mb4Q|tD(OvmVAuowjjAgNc
zPod(Nk6P8Wi+epSH5iClBbzKT56V410&B)~FBbm*qdY!biU#4Z@;eYg{7nFQ?yIVa
zwEK%lNRTzYKn=p}=kqx~m3Yed&1?~T#@xerX2CoD@B{L1)`3{9t$2cK8GQ2NV#LUe
zoDy&p)op)4eN)4cF5|y;{lgrBKIr%4P%}GC@ia{mJ;%@Ue(f0WIL71e>G{{5-YwRR
ztL?Z(c@+Nc5C~pBogh7`^4<++NfT;UnIrvFOY<?$K&l1+_x)?mbl(u%#;YvMLu2@P
zBiViZ>4AUCgG;?Ecj@sdBysb%;f}vrvtw}%roLm#Z)~_Dbj(KYs~%6_C<6yv7V@*t
zZX<<Qb&;5{`~@e7ETrY3ebM?`L_j}_Q@9tt9Qf|{!kWZT!s?O8!!kH1qwwl$g^{JT
zxD!gATLZ>U=QR?FlGLQ^evkMcU$@n?s2lCE-%eB(@=)zxZa5X@KeE=hcdqzNWt!>a
zNZ7_9NPt!PoN|7Z;#Y?xk3yWek?!s3NY%(}M%31*0vQc9MxY9lH8OVXL1i0*QCv3^
zL=S<Lxuyo~*1xAw=oVsbMh!APNKuT?T0L*Wej|H(eHz9EW?v(G#C9D208?3?5AKU!
zLv3oFbcByKW*JogbYJnWFA+`=PFCFJsJV4MfYD~2>r9GC)QRL(%HyFus^5mymNb#@
z&c`72$;b4si^Q~^hnX$zbe1utj4CC4(lX#j*m|0RIN9zPkDTM2p7rI)+|BnFMwm&i
zBQ{l3laAb+59d#{)Bek;B$>&OZ7u#4iyiKc>rcGhb#cZM<x%wSRP@=R=jP^5=~);_
zXkXXvJgZVv@mM<L_S<=pjsoVA5?b8x&mU{84d0c&%QA4RbHV5j=f~q*x5aC%@U(z#
zNTnWPj_Ah+@+4PfINa%q)a!g3gQdiAhQ~bSpztlnnWe@%VxKLT<aEAa$sMU%0<3}=
z8$2GB1>==mj=82-z}rqbcc_ema3{S`d6rTHxRpzcs+`lTTXb`C(uNY!$iCA^ZNZNr
zw{6KjwH>9vm^HCDC6xaFjY~4MwKVk$6ZTb%1Cl=;ooikeTg&KHEFJsualimp1m4FM
zsuKAjkm4=d6n4oKdsow4wWwjiCoIF;9Dj`>{v~sr)HIWL*QEzA$e<DI1#j8u?H$yy
z1Cu5TDfc`Yo7jG6;4U;dt?r<m!9W;^8AoHsKH0&qLDp>LR)Sbl%uksljEn|9<Wo}a
zTw7<J=^72pI)g_vD>MR9QNOvK$J6Ux#o#z}&1X>iG>hfD(VT7=`IoWx{{ZV%^RRNV
z)fs*mTRGH}1tmu);zi?d;|Kg}(3|1>4RJKFW;s=xcHDEG<aem%GUkgT(e34%Q!xlu
z6=R*s0S>t9n$*(ZlSuOHnHjbw;Uj%|16ejBPRGG^?8`K&##YJ4PW7*&-5B*q+UTnO
z>k5i}c_;Lxc17d{#jItsjvxW^!N>a{NI%Z3ok3=o%_9w*DDTZ0f;xLU#kHCrFpaFF
zejO`51d{q_rpRQB>~!=Vv{;T_jO(FcCdS{mjx+64<F#vegG5itI%lZ$sUWN3sVA`0
z=D3L(;w4k&Mx%3W$0QE_07|Rkt$68r9QS$3#5X@b!=8SX+lGsCNg>5M*!=hSpRP$K
zh%TT>S?t5Ih#Y*Q<|mI%yb)6TX1<Q|#aFC$3y(R0nPUoNQ}ZJnah;?L_r`kWzf`~_
z?9*uad@NTg(BZAvEN47(QNrb+JOV{}d$Z6(rg8Fu#IIhRDx}i}o6&k=f$BTV3noi-
zs=Sxxh6aQzLt%~wu&AMvkeTh8%BHmBfT<r^YMTCPsqx708G79EDUdfx#faFnZb7D5
zw<4qthQ+#6RxS5x8G9Wzp4}=N2K%)Pqo=WNyHQxb-J~lW6`ORZtlOnPjmu~0QCl}k
z0M~`OR8Y6d4?$IOY+YG`j#v+=s^OWA7avk7lVg(j$>TKeU&GB;QVDM)%MnO~<OM9;
z4&3#x5B;)yRk?Ie48u2>aWnm*R6MGI!jeBewcUiI=PSLD&suz{%XV@900Q*cJV7JN
zbYy>@ahawV89j+pkJQ!Qge`HS-a%<R@*z+U?|3Ia-9gCwg?oD*arIA!yfqQFQ*C>A
z^J5#D*%*K50N__q;k~oyP?wpZgr-Z}Pvt50;Eq2ULNR3U&brdQrMp^Q`u(9=5`PtJ
zewD91o|$Z$;nY|<@J*$oN)-P9y|w5n=bd<iN!ENnC)tga<(A@G_Y*C}vHt*g4XnSB
zHPOHJnb%eH&0l<c?)z4SEy9m}f}jz{#i!~w8d+()J#~DncLQz%t`BuM1RrKo^{;gB
z-H(nnMJ5Yf2KwGUGjRm=C9~H9=KfVy3z<I*ei&L!;nujj((ZKIjFYnHZ6_nB!8rU4
zd)J2a5pSl)8(J->RKrB9Su@`m?eB`wB3nKi@gIX)PabMobTNsdkxbcMqi-93Hr-ys
z@pDbJ_+R4>_(~eeS?m@$1;keAkX4tHjPiH~@StbT*WV5VMVre|`5z*j5zkLy-!<rZ
z?~lAQsA=|B(N7S!)Q~(5xm=;+ka-;NMHd~ecrS_kA$M&slgLQXw#D){0DlnAufM%@
zUl2Ydcw0u-E_A6<OWj5&1cobgC#cH)KjTi~YQ>*`i)*Vaws+_xxQ0fCDEDQGsUvav
z<MgiA_Cok?ExwC$uie|5YrDrT7hq-_lgT}~{VG`~^Y4t_2Zq=PY;2*3%5wLGisK)`
zqXn4z0bbeh3|v_2f=g`%U1sfas>VSYMV{oIpFk-L_-bu3TMb0n-z=7!TjWCvd6Ija
zf<XK$)4n!n`ubcAYfy(zvbTmzCy}~#!*SeT^z@^cEP36$@Y-E(Fas#zUO~K{qU4eJ
z3fHlYeR4S5mby%1D{iCp1GN_dJLQv6hkO0HL5?F=NQdMFO{hY;d_)U_8+TT>UVX9!
zAUxw-@@-~yD?BZpRi_`W7NPM~$(fiKw=RD00RI3gqzBc%v0c}h;ayC{B*8_-K2WlD
z`easj>^*g1KZkXzA-*ff<`Nf;%95mdXP?TvtYX=nn0=Z)suM3CzRC1p6#oD!gUp^J
zz-75#NdQ*-`X9=?v#_0wR$HWH`=&ooM^COP3`wdvo31&{1F=$OsHbWMQMhgmM{v|c
z4}rr|6|4Gm^cJO<W!S@jexo9xL->jcJwM@OFMX=VEb=nKr(&uc0(}4->hHnPy81a;
zbLHX~SGMEJ8uBsoafXH!-I4TWmZ4x$R3{h%`=Xm`l~qjcJx~7tUcMfs+dR7(mhsDQ
z*oz}S#5)SLV=1<UO6~c%$?ARUib&19bS+0~BySM=#ZOwFOVowK7G>Is*az0IV%UOf
zrn9<L3-aS7Pk(x!R8=h<z#SN=sT$hGSBWo{IOCW$QbEu1tS=T!62?gL^5>6i^!;hZ
zH)B!gc%P0nAh*|1OjlqG8+RieIjlb%$Zj<_+i*pbF-pvMQU`y+y?Qj&jiS4roABmA
zCX*2u+y)NQk(zJ9_+z%vp^7%%6aZfs&*50qicE<elRniM>D<wBpC;bsvLwyaE;@P|
zuc=@z8mSbD(B1BYjPj<j{?KERMLY`AMmuVC`YeKIX6H4N;XA`KT*iLtfOGitrznv%
zYa7wWwpM>!=9zfS48V?<{*<{%-0FNEHXP3{-Gs0oprq4n%yz8NoF?pyeKVidu#|No
zO6I1mr@Wfg#P;A988MU7pg-2GXxfA~T5gy}`o{Aily?V$znHA-C3U5Y53t?Y-9@R#
z36WceQhrw*`TqbtE2Gq8zVQ4lZRE!_yxH024hDTbwH&u9H+pm%sA)3)0A#h*v<J(P
z)^Qw|%HaIV^~Gpto-noYqlvy$knCiT{nOkJr7l*9_ph<c-Dwcn-P>xG*@(tOjkmx5
z0ACf=NpAqXTL5x0+Zm2SgYyCUoP8*^w=Of&U5!01>U~jGP37H(%s|1&#u#JNdU{oV
z3P}1y*DeTX<8#xHR;8gz*3jr0c_o84A~tB)ksutf_xGseoHm~Gk-SWDJ8|eKSe@BC
z%ARC%N_KA{Lt{AOfmAMai+0lO)@Iu8CRAh4RdRy8>~6J`ajMMB7_6B2dSLYaRhw(8
zM|ErEle;aG&wL&zQFj%ZIxQDlh8;>s3jw>5Gx!?f?e0`+&|D$JeF+@?HGa=RxmAx-
zms)Fkq=<B0ze7~*e7nyr&I<(q^VXx3#>sASe-k`NnjNf*Buy+ADC!kPa(0un{Xiq@
zk6QD8+RIpdGfA<xSqw`nZu1p@D09&JFa&@4tLXBaD#S|c>BCa?l0H@O#ng9Nw5bDm
zu%nX;6PE}{I~(bqKBl>=tAj1kcgcO<Gcn}*pL+ckj6IwZKAN04B25czwaDyoRn(D?
z?ap&ro1#7Acdxxf@(}+3FBI+r_kQpm+2<me=5$}g(h+1a+zF^-EC@KoXIJ2mt|GNH
zO@B4iUi^;)xdG`-fx1>eYg(R^%SP!?2SH+bR8}qbYFS4|V%XbJ**8jp&XUEx?L}n#
z3V=ErNjg*(kHD!U=q+U6b5-qMr64w8ZP?EP(xQdJu1^4Z&;^UFLLENRNu_YH#-)k$
z733eZpNwv_4~O$bU;w$)99l;s9AkG<i`?Tp_O6OFomp8J)TzlEo<XF?FU4<*n%{^D
z{jcorvfelsc#TxxW!P;8@NcDihwRbdSbRI+_-&FuwQ84R&5#Zj5J%o(JJ-=ury6nP
zN0BKxw<dAEGw=?t;cF=MJucqf+D0VJC(k9%UWQiAK8mYfM);G$I&F@Mt9Yhh=MjmU
z1>E*T9Z%3^t57_z;SY?Wy^1*X3#mk)ZD9ul`xiemAH>!qeim4~K`GNo-y7krqsNy6
zf73_mPx~1M)Kb-m`YZcWMX}S(<@(y$*r&_(-BMsq@9wB<<o^J&27RlL@LE}TZb7VS
z#tH8rUz<|7D(wRLBfb(P_CUX#SQ<Kxn|0#F6KPr|uYYQJOTBXbT{_JF0J#w+S0C^N
z&2^A?k6iK8IM6JHonYskV^&8{<JKs+l3%NAPxpl!qPe~B=fn55`Zw9`JV>^#?f$1n
zwh>1bI|h?`G50+C3dHd5_J4zXOqzTG_r$vC=I&`E1+9VPZ^k2l9-=kpx%H-odw!cT
zTKRTn>T9VKa`K(e_>eJ0y}^@Dj7KD4m~gS3z<xdHl3;vN(MO2%S*+kI6rmW$J1AhS
zjt}Ql{9UQ}R<lJZ^CMOH#t1m<6b`I^!h(;@&yE`Biu6AeX*z$1{67pb*+|y$PhreA
zDtJ<>*!x#``&3*VHv2`qig>nLU&ktkAmOq&<DeM)=^>e33;0LkAB$cxvhf#*^tI5m
zyK&`P+p2Aqlyov<oS%M`^#_6P>=qccCc8$wo+XjhUpYK;$GOEP<Rh=s^!slO_;xEx
zaUw&r3d%Vjk6+TVu5Ye2jX*yAmeKMLRd0X(xW!F?<-B0`sbeH@>W<OlE@6dT@%>FR
z#S$R8CRRjMV}c1Ip1JQxXU^U_(4OwbM7Hro<gV?Xu*?-h5$LQl_*S3A8IxMSi%yqI
ziR4w!k#OPG;d?Yvj-+}XX=*deH2Z(B0-A-BiO~N5tcgr6KQ6!b)ok0WP{eJl?<7TD
zx^}0RP(b7Yc^_3Idr@{P7&_E~XiwR-3FKz~0G2nKWc)sH&){jg_MZ*p!ZwZUFB^r8
z+cCfWbC7V~P7k#-!1J9_7;c=T_Aq(bKkAvS<R5{`{*}3RV>g!3PY}6C_$&7$U(9Vk
zh#y*^4fqq|<oIpzBH5$6TYGE5E$$Ogh?M}I2x$A~zAJ~;v`Hbn7utKYtpf)!g~XBI
z=PZYiJ=Br(tm;8jk1H+`aCb-P)vfYfTcp4P8w`mfVCa7l{Y7yf3A|$;jywyc>nj68
zB#{M`qu_^L4o6<2-oAdNK1XXFtYyruj_uWC!ztu+WvYzDfN;ww{_y!v<|`tHNXHz3
zpK7k|cJ=(}41(dR8;K|amBUqgnJ9?td>p2jt&0Afx!hQc^F_46DOH(7fF6y~i|KPi
z);=2Fri1otiLfL&7V+bf$E#!V{$1-2z*0|ntqb=aeDSi!ZilCscprcq*PDu_r5nh?
zqPo=jqeYF)s)qac%aVKgQKU!qeKrU;mVLaj>U~XoU1Y9#QrzgY+gPR^UiOf=<S$GQ
ze@b<W3rl4ujyY95eXGr$=5KQ3mZ=JeV98X+1Gy%xSgTwzmKZqb2NlmC^&r$3NnvoR
zeqi|e1KyKRK_2D*0G@|GfT$Ot!1$(M)@C-~vJ?4LUmIo{G;Zq6_>BJm`m1VjxukbK
zck$K7+3qgGx62?*k<J(#ZpY#)8{(DL%bC=5WElMTuWt^nj+5Iy5nc(j$dpK>6+z(S
z)n9>j6I*y@8;g)cw;wQ8>K7ae<-}W<=b7oVNI2|z(z5>WXOr5wdRWbDVd_zXCJ$<}
ze;C|JIO~Dj)ZErP9Db+rg3H10Mx>!yLfj12^vx2mo)6Wdj`C}BktD=mo`)IYo8X;3
z88w3MCi$>gQAT!;Qh%j%$twz_k3>`#5saQdBm60_5SLqjfthhxSm)bQsqo?ZMUvYN
zT$6$6^6^xbSJH1)<87@Jg-IQ;ipoeW%<hXTWi`K%HL>}l0htK@06vwe;q6KpwNEPb
ze7LT`8;3+B^!js9;umq;(_L~6YfJJj$cz#4$m2d+^vBaY*B9ffOV1C^>k~4(IU}4b
zsz(N#VaySVm%?dk8f)2jki{x(jo6*Nn<F_Dlc9K_JVo|ImCSb$fK)$K#|*jej<r&z
z;;dbojhWR=c?Xv$5)&=5<TrI?!5FSpnpke$X-QMK#_D_ZALsC;?7>4rs<qZ8wVqj`
zIfiV@w;c%?EBVz;D)Qdq$>Tpf%DayqoxZgW8j~+g4!=OwlT@;b*@;vDx)$e>f1%>J
zt6gFZ4l^M}cLO7U0Q%DQS9%G@v8m#ZC2mqDZ}nhfZ}9g&pY*N+R`Eh!T`(5`<&%3j
z_Xh+Y#=2ueO-&;fk3g~4ZI)Q=)8?Fwz~_OUE6?;BiCa>}a!ZV3uF?J{H04e)R|!E_
z_3tec$O<yd7^kKI6lpNE!Hh}6#<=|JpJSh6vGDYa(I_JeyNq@frDJM>&2|v4jDLk;
zxty8vm+gmUHESyy%TgX|Qf;my+yNQ+*N*-F04m`>X`NQ`!^awhq_X*z+Jq6241fTP
zgpLof&tFr`ea=ftP=`ErXRU#Zqwg(`pX6+Fj6E}***t;8eT9#3eA203lkXn2UP%t@
z9{nloQ0(*|a5~g`h(e@eoYaVR;h#!x-k?Q<bG34EY9%LdIqBN7sqjb#Dd|m&^snaH
zpB#@2y9;!tLV8vLHEmmwQQEgkft%KBc&Mz~r6y6)S-0J&Y}=<bm>ngP{o1c*C*9_y
zlyr8Fz^c}=bQFbSe%1LL)oW=wR0!A-0U2jtk*LXLu4BfU<T@9H^$kYlu?@T|`+F0P
zKD^e{;mp!RN?fYvk^Dxpe~Labv6ZEqX;w4&P(la#*8U~~zfPxsE2Q`(ZkooQ9<`~+
zmey;!P_95}G0A3c;X&6QoqYuwN|bawij^Hlc6;xDEa32mg-z7HRfVi+xu>17qaFVM
z+CSuGoA9qsi{mBa9w5}Al0OL9${R|wo8|jsF9PO7?z#T}R)>sy$EX$1yv**2Z@eq6
z`1^G68=W&vlwqVSQuggTuJ8F{8SblsdK1(ScDRk!7K+Z?OFMj{c*2A4{sZ)<upcw7
zmmi1NX_mGs7C(?f8ia*F>(j5l*PciR-(>JjzKaaEw{0A^2j`mNYy}@rKsy0QEO{P<
z;q;zp?=@Isy}F0@mhoKiZ*F~Khu8hK=h<toyzphuj2cOv+}dd;k13Rfy2tT2?42;3
z{{V~9oxrcA>ldCPV{fP5$zi5BBI8<L^|KD?Yo3F#nD9S@9-=){!gtou{F2TQKm(pz
z(LnT~;B_se=+^oqI#!u(u)@wt!xIu^eyq;<%O32<KKVGVBHkTqOOVYIx12yy-GB!>
zNA>kJ7X#RII~`k3g@1VzfldTyFaQ|;064BU!k#MCY;KjW8K+;nv@SN)0fq6)#k$^+
zr@7O#i7sxi#O*l2BN@$m1;xgP;(J}QJaNp!A2$?g2jl0)$vko5-DXp$+cXx5BRqD{
zgR~w`UgxjtU!(pu_y=pNO!8aJZUE<~<BSi-tt)}~`|wxd2aUWbHMDXD)ol=}t+b%;
zToI56_Qid_qx=`pd>qE}QM|N>NAm%d&mPoVRv+QN8(r!;R1(W%+Ip}Is7SzU=O50v
z-ye9Q-f7w$GEiYt@?det912$`-to4rr|7og=H@`<fnP2%4<7#jmO-x-)fVGYWiLC-
zae<SO^rvyzncg6{wz|2LTe!P}22ZoF$=W$CgT6a~$i_xTO0f8D?QRvFnFd2f@$l+L
zLJwm`g0Y!=Z7<<Su1u1yGabr&(?{w4`1U_Hp*<@~<4IPT=GbC?y);<D=e&wNJx62D
zN>(W4j56u5`FCM&H2Htk&W)6Bp~nPz5yx;VsBJxMRlwUMQhoTO<sbd;L+Hbi^r^6p
zKUlRFHsN9del{y)2|bsS!+HWpJ&5U7^=%B>t2{rwv~je@GHz(Q>}+)hvHnJy&_|8<
zlGa3!PZKh{O@)zirB85sgZkH1;%z;zVKYF?myxd4X*u4#0?VGGvdPqRZ(6j(dgttW
z;{$VJt!Xl&L2+*DKc5-gjHiRWKBMn1t$8=>@2^jz{9x187B*5&9^QDI;5Q$1kEpLd
z7e|^r>!H;`rJbKs?&%~ChW`LnAsO6<D&GF%^{Q;%TJA;t+j7w_@Sj!x01ELL=&ePP
z<L1K+t=Nu-=~d)#%hzx`f;-d}MLd|zR=ARYD&0v{E+qG>h#wA$MeB<GnYq}BleeW2
zkR(#sWzQqlsI%9;4%xyr3okH@(W}gTv)}Tp?}hh%UDG>b%(<0e<M?AyxrgJxuR9kO
z<DrFUyJ&qcq0Q$obNAe2FZUF5s5~Peyj7GR^@oG(E90>XmqW~!hhnMwuumSJ<50<Q
z=3R(a?#435`3mzndYGHKG=ga5Wxxya=ijAJ@YT_4X+Y#}>-6OQxU3}|M9X&(t=x0J
zc-wE`RHM4`p5_vBxpxoy>W)Er9(nNwQw@_6IYPw#RbS$Sp+)LvA9=qu&2`a+rm)oc
zYsP+U*NUxUhhzMsK48j>H+t*5CE=SbYsCqBs5xbfDM*0%OAbL}_3d81l;Nq>FLfT<
z;9EA1#@$aPP-U@!oL1k5ElRqEP$TN9JuAnlE4!R>E!;=*242UlXx!V6D5|ajHI>GW
zdi_B=&kM-SO{gXpZ(XB5tq8T)<F&LOFyH~!qSslKH=p7?>#CetXv*-s#t##PR~V5#
zP&)gX$nZ_Xt>T4d<6|<jFzue7%DW{WbS1Iuv3~LtW#Pdb`_rM~9QHNHWNOH!NM(?M
zTWBZrt<4Kd{?fGo4qaC@l%-;MwIGF}`z^iBerVVNKD=VJ8^ZJ2ERmHh8-GfkWIa2W
zelFH6^_yR@+{qjctL4Weod6@IeLM5svHW#vntilhZ`^aR^UmC45%e|JMk-qcIN9iO
zI(@ao6Ab*b#(DQ6y)#R>k(6W8KT7PB4!3i$hU@!E)_GZRAS%ZvxHzmxB%2K2?c4}(
zIL&43yBXV4V#iYZ735n819x9@T&?xMuv0N?n8rfqt}CiIZhZ|DIhBs<#9Ga-_IUm5
zaLXYmyN_IQYsg~Nr`G02n1Xi=xjZif91mO?=y)$;uORj=8=E>>1=M%Qe|5V&cU{@f
z>sp#sfO}TQCAxbG^J-4c#7bQbtHQ!bHM4R504%)XeS-9@-w9d9u&g^+N)Etr+=}9q
zp2s|;rH@t7Y*aK(xhL+E^fl4=UfmKkQaE9rmBT4m=H@bfBVS$kZ@~J7rDR!VhBCuw
z&OPzowLT&JlH<bqj-PWVg(tUQvJ-%(*FCUt&2`|Cl~vBP3T<<%?0hHjYvMJh#VFyL
z;uW;kZI|z_+;TW{KAerpeK_hX&iqMbE}yU8K{S3;u}sR!I}mI23?>?#7^zdx`g$~B
z1<ekoaQcs}BY=uA-?e%-JBF6ezcd~|Ao1x)EHj+blwpAF-j#z<r;KFM{{Rs0&m2-6
zg^#XtoYO!c^sMS>2?%<2rlWMP=GvbekDo2V-6@dvtXLYB&C;W{Zj}rTyEf@i+P6xP
zodukqcA&L>hNPpRw38UB*00i}cRDLsI#pX)I#i74ZKdf{?dIB`lYvN+&3|dVUg{qK
zrJbv)E!Dy#g^wh4!2EGs*Txwe#hUf1%`e%sZ8f(vj55+W?2FZy*R6x1)8>)q;wov%
zk5l+L;X6k7du^o8Ai0+6Fm9QT3WuGi>*-xbz_{VEw6m7#-)-A2>s>gUy8i&TC!xo!
zdcAINqux9Lq^65+46`doX#xa-3~k-pr(ycnTj3iB+DPs%99&&>5vM5^)BI=yt<oFI
zxBE=!!d4$DW1#c`w4t{XVc2b7Zoi!Xa~hSq>lcDcpgzqDWJW&j?@x2;dvqPmbkkU*
zv2DPPB^Vg(Kp6i3+P2$7XoD&^$iN?kLv^CWuem`dIT`MLlmMS$hUt}@Z;`qI$Xx#b
zQ&nWOxVFr#a8z~*GRA-`Nuyh{Y!QOr#Bsp(td+XEx1VWeL5<rO<-ZyLZlR#1#HJ{~
zNc*zZ<*Jp__qfcmc0GjvdG@KLvoTn=A`YIdj`h;sL!aLDEZbCLu<QE&04f0S?-EUO
zr>mk|NT+iG10H~Xjc98cOq!>Nj7|QnVI%5E{{ZXM4CODpH*u}mTihMZDN(&i?l@}n
z`yDB5bo+U>^C!#s@PAQ3N6osYgKjkaNZZU9M(2DJbqD>E@BS6-I_{b!l1phLUzxKJ
zBft6nQ~}~&*=uC$CdNUWGO)`1bK1R1)5GHO8KSs^!!q=2Wn1u|lY@rcB!DSZXqbGm
zV?Tke!c7e6D%rO!0pO@PA5lR^p56Fv=2@4@kIRvHR$pIZ{x#aQ-;(MfK_Y(%=ts9d
z$kBEOmfYw!7UhA1Vq@os3>5cI_I<m3E7LU#S@lT63sdF+{2+t=ev|>?_m+1SGJNXB
zE<nKQKc#vF_Kz;p9PlxZCk2Mr2h;xm)%j2dgm|Y#F}!y$F^_lpw;&a4`j38uS6Sj~
zVPeu+%AiEu6~+no9lCcPr7>9W>jhm8$69u<S7bK#5v|-(5?a*f0g38k{_FPWdJMzj
z=DLShiAG_%ha%qLhx)}o!2YA__|lT*jfAvmpL<!}{i4z-6ow3;gDJ>49YL-G;SY(I
zUGP4ebL9vI&5}aBA$8!cI}G&t*UnUjB$_>XZ<#9{yz=>MaraLoe_D!n&0uUpaWBi7
zsXUk%?MMo@GIi#v+(}muJ~3V&o|QVrcUSbu+M*(;1Rj~GglF)oHL=q8GWnstwSiAA
zSPXV2f&8l<OO>pzt>z!{&BIcZQ&uKQ==$5?<?wAjAcTJ9N*`hX{*}jkCDxW`Z^rH#
zRdLT}U;ef$<Z<|ZSAOT2TAPcx>#^K<c9YD%>m(;>{RLws@LK>0;x^=ez)g7G&D`X(
zxz>1P#5y`icm^%Ze+-(%&~-1gY4bo&0wOs4NBCAVrtX_2OH%aLzv%E>bT5qk4{GK$
zEnF^|er>pA1Mq64MYmwLLz?)tej~e$cLffttjur*7q8Qr<3254HnW>}u+1d92Rsg$
z&*Ur8!{ObpBc_cz?rnTA@V=dN5@K5E#{x$fKzr>SO?5vEbbC(>==R&2e1b3<X29#$
z9+l0Csb^@jDw5XGI_o_;OFM|p?XZKu1Fdc{rlDe70+Eh$ouK|bYs<a&IqvUfSGa^U
zctS|e=S{VkNb4G$;Pa1R{{ZT#Ea&w#+cpPYbM&Ov8_SwjJ#v4~<yyg9({y>qjI{{k
zjcr)r&RJW~isyW3F_%&sx$@uT`Vs#C>#tsoEiP>s>2f~|?p=P<$;%m~2zbst>MsW?
z+w0NH!H9{$UU=t@ewD1_?v6`C-gNj))>VFFQ-SUUUhwEh?U0^11pX$xscv$;4zt16
zA7Z``w;Kui<NTk}pJ#56+MDJ709YFs?nxk5G_}x&u7{)A#~tJXTxUF=p{w2=vodM;
z9D=wN&fS@o&d1I_v_md~9h}=sMdmVuUNe!(pXXM;X~<D+9>VPHS@z2ejnO1tKLB{I
zrOF_xOWxHT*j;62c?=#fg2zn~Mxo?n+=_VPJ?qTmSx3m^<p$hmr?q`_a_V=xJ#~gn
z-Rycw{6rTTe3&YZWb*UV0E2`1it~t5D#}h3t5t!e8C@e!t3^B5(Y^6S-RvPGk+K^h
zv)i6OTFUZw92)J7C`VL{y_{CII=>3*8?GbsTQ28parMCNYcs+zEPD03$@e46pTKZG
zI^o7qi-UGCtxa;=_s<T*U6wFEc)$#LRiB3^&4wxF{{UG#?OgTb*TQ0A;`KaAp6-XC
z_$DDXp!>N4W`Ew~XY&HB*jtS{;Iv1T2zVWN=lPoRB+gdudgg^5*rNn;GCx|epv@e%
z*6zJsGBI3|F=w6r(RUK*{sX$bjZB8z=0wLPHu+om)lb@z=Hp55I$p&Ql>?aNkE*hf
z$ZujZ^u~KvyOYPBwT<x0nrQeFQ@NJ%;Q6yO>Ypk|<L2AgAE2k)M-xou4c<vPP~AZE
zHTry4EOtJw5#>mw8ty+ZEze4{u<al*<FzwXh<v`ojB`?f^BnZYT6Ql&t1ny*YJVlO
z%@+c&iGj{BRu&@7&S?mMC(I91Ru&>U@@qPpLPVMBX^7m{^L0n>$obObEz+ZnxfO`b
z8+PeYz}+fFY}!9cg4Rr8qz&s?I#qjFKJ7tAL2D;Ut!pPrmRY}RCr)auyqzflXJ6I-
z0J3yjo2|;eS`rIaC-Ey*ipM}`U+1`-?212sQ(Y7(IZ0`u&sL(0PIJMqOX3zwn}!lg
zB#h}E-O@Lw1EBtOr|`2*p2ll?dve}sVDrua<decF^{;&-m67B<bv}&vU-0JVLxb)5
zh0m9DDGchTFOI;U(*nIG!@4B4{vUy^mu$EPYaEgE_xGkF(7Y?<Ltz+(KaqK2dK2mH
zYb!vweX7%$N)97}A@`5gfIHh;+na;Rs;^}~)}XM4c|zqxY=7mHXK^1^pbd3Dbjv50
z{g8k4s=Mj3M!!6z7pV)zXacp<d6JPC^JM<+eo^(Lj!3Q9h87r9Wb?_#a%cfo-(f6H
zO7(1iDy1&D71Wy%);IzC%y3`-0Ifg>x_a(;+-`R4e?d=eMjit=0Z)GC8N~oH<-EIc
zGn0*{`qUSf3ni@1xat%S!~^|k0<6I#LfmbO<sRo5HA-nm_EN5JWR-`$d7ut<^3gxH
zre)x&{{TRLtzBjFHA&{|$-6&M{{Ysg0{r#^`xYfp#_i*doYs|?R)Pqd?x`Tq2Oq5H
ztvCe`G_gz5)lGCdrrUeO1mke#g06CtX}(KD>VSqjSxDrM@vg@1-V3<aMG6o6v;+Cm
zu_qrso~>l>3JD%Q9wzQRYku<0BbgN9IWh9TX5)}(upA2Lc5-fzT5gSx%)j0CBD!5i
zPLXof^8K1ljHGbXfaRuxO|bbEK@0XtvIcS3(=}Zr-9pjcMkZ1S1~EuyG2#t*EtR8X
zf^{PsCSX4!+OjoY3W(W}C-Y%$1ahuG_Q9g#vF08$)U91!8ExdYB;`^0PpD!1#ct~U
z8ICAg(pV8#<f7*aeTwwQ(-g*h!Q%Mjic@cQ9{X&cDpncCrz48*d|jlan@JPev_#|>
ziw2FywFDD>%|0T!hT~MyCSdU{Cy3`Hj)(eJoqRR%RlkJ(BO-jtk~YO2nf@Q8abl@C
zE@ZYk=uXbe`y0;v*aPnNsws4{Tcn6`j4~_3erKd5#J=@b;z|ZpxRR>eNmPe(<)w$M
zTMW6c>BNssA{B)2F`BlFFe#{&Vg!iirfTB+)qJH{9jC*6aB0^DCT+Wh(Ub3xKR@Pc
zmbH<gWh&Sp=CG}Yjb*74rx`0V-<w~EX*W{t%DG%~?f(GRuPC_jBT1mN8N}IF`toyL
zJa7x1&ts43{_;Ja!n)A@&z?~ERvA;CgCFBwSK;3kEv}P&8-H~`T=yrDSXaPaX(VG;
z4|yvcSBgAA_H$)#8*WX+IrTm3%&+yYwp+;Cw>r3N=f8jDT~x3!j*S-@32teBX@6>X
zi_2lTW1N*-@%5}P49xA~NM_s@_nXNzt|Jbq(z-O1IU%9+&xZ8a<%R(}msqgxp6ycj
z1-{;i8xgtNIQ7BlUkhIGleyzhMt4gCT|$b;QF<Z)(~nB-v~2*%w6r^ZUUz+Q{Dpav
zsFBajW6UG6n%4S8RoNNJAn)#ewd=Z<f>o2u3;xjd;-OVcuV}1z4~!%J&9RzkK40-a
z{c6emqqT#e>9N`zEb==P`hn2>L9c5AOWR8Q4w_4x@-Gr!CB(51Mq4BDHNwfS3z-#z
zWGN&9eR;2c+50qis95#i325eM#E_lRuRDEs>6&kVd`ktLy3Fz_gdh{?UR6r6xyv^s
z^gTCA)C_V6K-%XUm(v}p-j{1{tlq87x{~q?z7NU|x7N7oHMxUm^j`<GI>oC(%oQPg
zocF1G3*oup)Fh085OUn`NgvX@+LE@WGVYI8@OrSci8H%yL9PD)4(Vdr-2$&pI2Fk$
znKS2)+Y-jzygg#ftLK?8nLM0z1Muxyf3`N3(&$<=qdQjNl=>X6Ptv}_hf<YCsp#eF
znx&76TFkS3IOe)P?C`(Bb6=upeL6=twm&yY=@!9%xPKZ&Sm%DmdXKGizuD{k(?Dop
z*xQ)pz~HybkSl#G0ANDk)>RiWGn8(udPjowMO{kXHTht+MFSs7=JZLv#Ei?3Sd9Gz
ze6BA8bnUt1R>Ntb^k0Q92Cb?{9DpC?QP<b}1#@2x^??o5yqj5^$*?b{In8{1Xu5hH
zMBwA1K85hDt4C*S2+9C??g^`27xU-0iNbAD_mK9lHc~m6%=~`Qqt$*H>k-MqtbS;J
z?iD|K@UDyEwVaZ82UlcFm4ULSp%~;JsIOBismq9snWY!YQ8a#KTv)icaOxGe5O$0X
zwb9L|BFy1bg~{9Wuh(Mkk@k^Z>N$_Gj)Y^LpjSwA_5SIrF2^<YADg9g!%ki}skqK#
z?0(hLe`lwmr*WLm**&}TuABQbe|C$G$20ab*BSgPr~b}fc&uta-N;hd^0lTbeAWEl
zKaNMtJ<Cy^l*rqqU<khpbg1BdlmV-5-8rc3+oeMpv25Kcn`##Nd|qtw1RjL-p+&ue
znI);xS(4bUB7YHTn%C~M*p0jggFB3VRZ5HdPQ?38$7ikh%EQAp<)o2hpC2q>^IVph
z;VWol7Z;3gE;^T+kUoO6jA_Tr&R)`9MiOcohl@4n^$W<P`y#i=A3$rQwbVqKyfOpj
zTEO5Upc!MHzSZeddTnEdYvy|2!#h;ab(Ff)p$hSUVz=lc&#%2DtkG(BR**v$*`z9D
z+}S&Go_@8p%&dKF;JM?~H08LEd6LLD{_2lGR6ZFq8z_SeMuQ5g$z$Brl6p0clNnUN
z+nx&n$@Uekru?w^vUMYY=|B<|I(#aSC=7py_Nn2B$lhdw{n6<_96yS`weGjWW2nh%
zJAwqn0u$UXf5y5?+e0B~5md;z$9e$p>+c14+f9aRxx8z8ea1v{*+u1WayMfge!Z*K
zcPEIn`7KI$U1O3qIoR0#L{qpQGV2~a@sENpq`UDQf?a75eaq_=ASvndq2y<SyQekm
zNoQ-~4Qc!*tJ{+;y|YaOk_@cTX9phZkO=hp&<B=ie;Siqx3`i>R5zcqgV!Vs{<Ywr
z9K0K-{1Nd)liDjC2J%8;5tFvsL64C7bIAO=QDI#BD@F077uJ!HBCwN&=Z;(a{#EkF
z!{3R%bSk1@jfhvDPn-H0jYfT0ajp-r+M^H)O3Zz+n)4X^T@A{~2beSF9ltjxa+8nJ
zkRGud>;02yaC*EPj{U`Xq<%iPYkN2nV96XvtU>+~djA09tw0{FrfQyC*Qqbuj&|5{
z{5uq%)Yl(pu0wSQQsZ-zlb*QaKbAi_0O@>9em}Ks(>#?wnC7?-7x<wq?=GKm?~nah
z&sHO+=zl5-I~jGwv%ZB(e(jy1e0mX|=Zf)NQ{n>NYWC1X-eI_uNrgP}qXYBJI}G;C
zXT+9J*@JO13>-FF80=1dzs|fm=fgMJ?}{{?KI;DfFMV>6yj$=Bo}iD?kq4m3@k-W3
zl`SEgQu35H?iY`y<Hl>N@kfO84~D)MXK@S`@hLAffB+PAAa)e&2bJsJ6E1C8=D5&j
zhTj=x^A*bdRAl12ttZ1f?1lP7rrPoqo;TZo0nZ<mI}Guo@ru(@iKMk(w#EnVBT@@S
zK8Ct$ABVa(#2Y(}Mi~CXaF<U4-a-PgWjMoQ?+p6Vuw3(x5qPj_mTuO?XO9?bSrl$l
z{?32IR&R(jX?!)WTxr^hs?ToN^OvKc=<Dozj?`EWJMm5QxArBYkxoD5l*5er9Q6Ef
zN4-Pi>xe94nc;O=7;>&Ml6xOd^N&hM4+GS-53~5v*67>((ayeP4an=-v+uPbdE#g$
zjx&{%ZiJlo=nY(z<EWFglRoC~{-FidlW!%vlM^6dr1HFUtp5NF+$7o!l!!KliFhNP
zmGd<hEUbHRe9=a{^Hn*ftcxMIlB&%hHE0iwSHzduAG|-6chY<-E1j~i`ilOD_BGd2
zua=?1FN!ah_`&=uvTud=82M%6+*9PQ+<db+CGmCe{vr8SPX7Q5FFFTP^{2~UyB(?=
z+W5}-dg8Yq;f|%)Mt>Ss#CHo+G8e|zXB&oU^q&oNc>e(9iZ{`z{{XZg{oxFLJf1Zw
zRfs1hs@!-VSA(saH~XhGE>-%A-z*Os6$c2zHHCAdUfTZvt+ka0sY6ifR$GTO(bi}_
zHgl`nbLFo80GZEW-ndp$t;i~CIbteFT1HZwt!91g@N2}7O?7EIe9^f9Jpmac{&nHs
z0Q_+szlYifeB9VR<PYd_N7ohe7|LAD*z;<wY<`t#dd;u)dQbPtt_e~4*UkDD#9Pf$
z8(CnPnMV>Rem3KSUpZ3`B+fr)t<R^fyhUpa2^e*K!;RJC`c9<}h!al+V;t)sVDbJr
z1bS8;#jV4Ubuj)td<3}oy{AQUrCmb?qijpZ6xj;-_Z97$ZPZq(q00QHV_@;@MR#HG
zRdBxnbmuC63HbZ*8^iu6_-o>OoflTMYf0lc01uRpRX&yVm;4kmJs#6q@b&q(jNaTv
z$kL`aGO6gpzhA<>%P+36k-YS1^(ar;uXy<TNAc#lriT!+fcOW@860<|i&E0quJBjz
zuTSc<TlkT`vrnn^&+M(g#TsmFG|MR*Gpif}#{>Lpll_$ZZDV1lyjGVAq8TwJ;m9q>
z$KhW!nNjv`(Ae{9$CcS1e`tCgot?BHnM9buVcxg}@xhl*ig*hMcdTyt&fN6Pe1w$S
z)Z*o5v|8TTSgyd}a(+^IuQ#~+Ls`M8Lob-9!DWP;f~WY0xTxh0R8ak+JTG(c3&CG!
z(c%{ukWP~*Cmalh{VTSNC)lE%6SU{%Kzn;vr-H^*!BqB?%cWLSXUz@I&P`tY_;*&D
zPQS!AFq|?RkH?;C*}reUg+JSRE{Ebh9g^2j7X}%K!iiL=Ad&`i$I`z-%X4Rr_gsDC
zdzgG|s{5^Kc>T7uX+AL`{&nF4!hSZf{{UAoU^{Qkd!Eu=V$VfZm-3%O$2<*!BpCYF
zfWv*`?KdCj-e?|}Kh~GD?wNksc4yG>nA@WY@HqY__@_(9+Vqyd>UJ=u>O`Mu6X>fL
z(XJu{<x32Y#=H*C_JW$;P%bQ8IsO)|dYqGuu4O4jt<Sdp7%VNTW<m0dvaitO{{SIg
zG4SW(MV0NXuAvN@cgM6T;gySR!Tf9BF}QhiG_^b`v3GVqLVP)@TP2e8Tn<n2uLSV_
z0K|>DYysr?mxs>*xUZd^8K<$s$bAi{YZiKiq_&cUmMM{u*VGY$E6H?U6~(A(5Tl$U
z3~k-gqAGOSlF^`0wx<_)`y{R9)y&pf_m>mMS}S*lI~4XUo__&e&86Qxj<EJ^C}i3l
zIqZL}d$jYMbP}}x00edYa=ccOK0)!f!o63(H{M30Z<t&CRm5i~{{WA#v9G3nJhT@+
z4>Ga|2Jsumo`m#a?hSo5Tb$O!&)L+E%=9pr>C~4b(eek_7yGr*8xz<JeJkqyqCKu;
zbDv>P?*6sVizexh&{F3?%yYuQdoC-YTNBt~m$X65bL*!D;0oy$#POah8nr)nAm%)A
zKWEPyHsj<f^&@q=ayuWrUb}1Yi^C|X8Tgs0I0{s4(M|`bA0>Y_RH;8{FY-KINS;LB
z0{mNU(TV)Kb&!y(_L5-Z=xf<q;%|iRn6rF9)uwKQ{{Uf={{XVqe$rr}7I~Gw?C0Yd
zITPFW$NDSt$NSajS3W)P$Jzl;9P5B~bkbOUfjFr4l>?F|4!^T^j!*i#h}e3^WXI{%
zyVq_$B6x8af#dHHAOkr5%70(?MIO>)_Hq8MaW?+|vcHS&t~ay!@^#-eu^8{rx7YHn
z_8*Ae7>RlKi>^nzkNF45)~nl9+T?pEb~!n}X8!;iSg=tvLjye95y!9IuBvZ{UJjaF
z@9_^=X6d{8K2!Z_eYF1oq*t?v&yU%s$M;ce^R2?SAMxtlG3&az5BOOA4=NRYBx|eO
zf5g5|=b9B-i%@jp)s97fW*-@OnM>PP{D%92*@<)S^LDPPPab$dcpngTk~@>7$aCMG
z^{3WrcO&Zb`x)9-!XJow4cx{VG|A=963uTTejo?wT5$N&!Rraf#2*lCY?HH1lLI}v
zeiXj7U-^UT^!pukma*}F!a8mcXfi)PGimY@fzyvLaa=UsHt>5$<aqbQ+>8>sT!$m^
z9qPWdi2iTDUst8o9ou|%_{(jwIakB5$&9MYrpOOH5Bl2k3+;Qrms5+Gd}-ooB|-9&
zq`rCMjz7*SmMan8@E6tS_B}G=<L}0+buvpghQgu20?4mD$1-vM0M@TBe-d~MsVByM
zBxT3^w9+%%+<%-=^_)k4z<*bx*!Ay){{SAmWWFr$)|cX2%S*9;tUOb+5rhp4>x57;
za8ddCSB2epv%yj8nr5P&GS=t1vAB-nG@D3O-Lb=9k%P|MS4A8}UUkp6p^Z#EK33qh
zKDzy&yg}k`hqlvd-Wi21Cc?YI-5HUUxcaDN{{Vqkn|PDsTKq!z1FU$G3z2s|nKZGP
zc9_emy9n5VILO<cJJ+(Lnz`iiwCs2P02H<V05d`G&%{j-kYQN$1x~x5kw={w{14`}
z;J>r~0LDe}*TKDO!n%pwccxpk@Rt}517tdKIoeKsjqOJ|dIv97L9BSye`rq$_@lzw
zh0HeE`ZF!O#0(c!CN|nT9AM(UV(@>7p|SCG-lZ3cWYOmHUOY)+(&q;l1S#qLYnD}<
z4w%yBS`YACI-FN>TgR*0+R1L^51nr3mB=FlzH?p9i+`nP>3Mx+<K<aUwD&Q?1o6u3
zc{s{)Njb-_wQ$tMRKL1*LWMNF<Z5ZUmb}+0X7N6q7yuo@%2ENM-{J+`#4V|5o->~6
zD|S}9({AHv=T$rw85kp{PNd@kv3QEz%{`4C#h>lHQr1Ngc$-U>O_;~nr5y=B)Yi74
zV>QLP>tFDYUO_aC1lG$81>-jPZRM4QLmV#$jw>~bse5x3^?G_}S=0P&;#+uNoOq{4
zQl+sQ>GGUp^vE@lb+6BTtyp+=e;GBM-PtDIF=^zhGZ0j(DEV@8)Z?5`u~nYD+6S?v
z{H6U@RPhd_W~IDUrOhFbxiMHxlh=%%F<9C+iws|Bw$yxQs%h8u^1L#`_A@Z~P7W9^
zs6XOr{;^qop?zMQzR2AY$6wI(pY2FIMQts}1!FU5lE|ZsWB^Asr8kHL!u*~-)Fgzi
zN}W1E`0$>zzOz~VufzTTeO{mPo|*eR>AofLH^wa%`u9+`p4!~C<<2Y~58a@^3Rw4c
zUY_;EcsJuEr^6`qtC>7OCZ(v|SQ|)u_+?%LZv=dwD9>J}it5AGl%;x&ob{-v#?VO9
z{k}hF2_*5BiQx?drSP?tZtvk%AzuggaWNeMIVal{<GPjig{~~`wM*SqFLjHJ@;rv#
zVg#-Z<M%pa7#+B-{{XB-yCiZd4%fN*DWvKSzXWuf`>`Fo?W3*Khz?dVQ-08W260|B
z@yp{JUK#jFb*ESu<&r%gOty(SaXfo-_%2W3Td5-pGLON{YVS$?m{(hu611~jUq|e|
zV-P+0Q~B4KX+IDbMg5bnw8nCh>H0imupLD5$+Z4sx2-#h$0_l*#X9$lzA7vl0}OqZ
z)?nKMhgo4($0T}+^8Ww@_?t$!)V|rN_`?1PnNl#(SUa#p0aS3k0)RgX;H_G5_)h9H
zVK0d5F1`i$<Hc4}NpT{>9BjduKzJQ6K5t&t+G*Y-@H{F(@yCcz4tUZeIrljn*Pr#Q
zM}NTV`n?y>^9X-r9d~Hdn^lDtA|HD|99?xlQ}5SDK~Yc;lr9CNyBig00qO2$bT<M5
z(j_S{kdD!#J2tvQMl(7$a=_sG?)Uz=x_fr-?m5pn=Mx+Laa*0q651QGpKucd$Gf6F
zGx`HJ%kI_~x;HfX)sH=d#9R_Mzmk4eD;D_dU5KyS+w&h*fZ$wBtQ1{Yzi*9}*>hpS
z*WAG&?fObZJ8kIKX(F6N<7;}T-Id^TC(e))m>Lo^3M4^`TfavY>b^YNEW4eYcd*!-
z4}Ru8uoF^`4iNpBG5c3Pv&eB_0-MemV2&xN4)h37-vm8nMPY%$MA(QyEo-UuAFUSO
zA1913quL&TBI6{IGvwPv^<J^(cS?)AAHY5^Nn0?2GO*V-t5DJORHv<pH~ndX3-86(
zp+|_^VUf<r=+HLZ2$07^zBNfeOXP{$6=>kM=MY^QmkZBsbksvwRD4)-*Yy5pblI+P
zf41a=Uk5+ViU3~!fiW&jI3Tg?orh82v?zOGl)vQJ-2)#p^Zl@~|5$tEQ%tR3w_Cbu
z6TG=sA4oD~pe6)+S!H$5wPvGq`Lo63iQ@wg`%BI6ReEZB$?0*FPd{a8B&SMKZjFgN
z5iYI2JTC?Gef?g-{Jgveov8pTnmt?3fOtV&&V^9+Ql^8d!Z)#BZ2RtK+o;2vvAV?i
zVaKvxBUl_owD?aZ9g>~lhc-i1dAN8tVVI03R5!Kedogeq`Nt0+Rl{=st;;sog|ZJ>
z_Wq{^uBzD8O%->OY-8ZRcO0aoVik79Ut;#-Fo~Ro?yU<k+{Cui_hN^gn3Utk3-x6Y
zlD3;#SBVKgeUAOC&QA?NOt<B0B4yV@&Sh*>CUa|}$CASPV6S6<7r|+FS*2U}zLbG&
zs;})vSNkS~t(a<8JChOLBmqy5`|E&Lx^>7Og;&*nQ^o2A>U^H%%I*{KTZtqGFv%vM
zAUJox!YakqFw%I_RqlzYfx;O{6eo1k#IwGGF&BpZ)>R|pG0o8>2za9}W94b37uQ>y
zWE{4Pn-3E`SZg8aOblH-uL`N>$?YZz(g{6W1kzlQ)U|-?X3gbT@5@h_IAr$X@@aVY
zJxp{T@-sIqktFIPuF3b(zq&v&0W@?8Xr~}Jh<*WbM-CJDmE0bN!gwUR1G0q6f-j>k
zYvc(d3nK&P3T<3ebJ<+7pR*z^-~WdNZ83#3b<LAe@2&o-k%2W-=KAoaer`V4;oiw!
zHY_rQf4-YO!G>||YU~S@Qv9NG0@pVyL(h_eNx1R@6mCTC6QAs7N1+4lbsFgI?D2pH
z#sWT=*R|%93M7!WRKmU7c<XX+_K|)3Im<(cq#*Yq-2jq4Gdf<kt18B=8->Ap;c0UG
z4SV=ZNW%#@S9Re%mOkl*L~M8-#c!aq$DrrBU3|z+#iQ3Gn}F5nR$ON;*HC5A5<tv&
zwP>_vm9OWWfOB#(6QPc{2e5?gU#pSr*k{y&3;yT*jp%Ew0GcPrs9#hA@s+RLwPYwE
z92koNCENn`_SE6s+TbNRKP^I#bonO8`KxYSAvn3c(if<`K#JtLVm<xP8npZJ>2V_Y
ztuFQl-$}-WCv88Gd#qAdoniv^;(e@Sl%DygDbK;G;n`}Ugy<&COZv83^muEATggg@
z&%5^2NB=Uk1Lom{e9L?@EgVrAl~|MAomq~#DYJY?-hb+6ki4Tb6%*VWyEzo8Vp9wd
z#m~kxAJGaZ00B-2;S~rIpC+^Kg4jnEp`??wz!;x%+xMr2p^%WH+z@fCZiz-T0Y2A%
zSkXs9-ESrEcQ7En2>XiBNvZ+}#zE{#H|HO!L9R9GZJ_F0GW3IXsq{Ukb&c7MF-B7L
z-xhK)tlFFq1MchAv^HOR^&ghO`RA=p3b%$Wn+|x`^4IM|w08#o2?{^W2d$=OO6kj6
zgz1M0a=@iI%cK(xkPxI?dRur^H__EO76qS-H1<(bM&~kuj_nMUH!K`0!FKG8W}Oef
zD7Ci5oJSxDqbSsJkz_ilak-;zz#aL{f8L26bIXHk6k6<<MU?6qAs>tUAJ|8v!5s_?
zNo!(rofprB@2<;k+6mKqB-I1;H;1l)C~eBFDK))CU=7KxTDdQ8AveY(tGWVf!VTay
zxg{$dP}{k-hhf!NZ+^jmh9h(<u@jJ7Vh`*P=fKY!Wm_L5oGKLa+-t{#9)Aa{M%dj*
z7GtbSB8|Hdm0(v<_^1-%45biAzQhTS*JR-vX5@Figeq}k;<Y>U&bCE3u7jNd3(Yal
zf3(etX)K<jDtiqPkHYhXL(={)Md{Ksc27{a908BaZHjQySG-U(+qlZ7y?`&BV%v*R
z&CzK5YmWx#UD9dD^iJ>IfqeHef~0We+8cQjzWH7e(X5ST!1AY^-*DO@e8Io%d!&)T
z0lalhst)3Bs$4rk5vEIGF5EH$(l)#(8Td#dRLG>Noy~imc)vH(k+-gcu*6h@G4Sun
zQPSsx9+*;RRwL!$f9v@JBmv(C8TPhaNB>31XihWCfr2NugL3LKE{MWY@@fA>cz8Ih
z5nK16ZZu7#W0iyd!$RP}axpQ|mW?;Hoz+yK3x8%Nh_IisQFtPndPcAgruANjd{Sm|
zmvz?2S4WmAFr@rRiYv?rSTp+7L5XYYT0Nz1#{}Pna1f(twyef3+21~v4Al6hCq3Zr
z-Fvps$+Reg&}1xqB#vhEqw-Dmj8^aW-_i2dNhvFBB`Vo6ZC=DES}&{36;8uvjysxb
z=bWmW%V)Wetu#4UpWH%IgtqZU7pT6rb(8U7x?GxM>_k6R9&*{5Gvc0Eka6G^jGLc!
zc55m?j8#C~n)TCjojX<j;DZ<ihPsAi=Z_uhH~4(7AY|=Ux}ugf_IDBloKnmHolJ~w
z%E<RBf3GFwG$ZG|88O{~vnWcJ(EJ$}w7B5vZYtr@Skkh<#6O(yj#oGPA;p2<a^Hf}
z%d-<{l!}C!8#Q5cR#p9I9^pq(5+hKx=~OKDuggjxre4HY#E|_G40>wkCBkekaIaEi
ztj6SfJ{2B1%jJvxP|ZFpy(utT<iW8fj(q<cc$H{|`w8o|X|HrglTye(emqw`3~g)<
z@+~JDkfN(=%+Tma58;9I3G>m6Q}HLJbvg4cl4J;V7C6uY^g9gw%9|#^inNu^gIe%7
zEZtp*TY`!`Ti`0kM=6uiGT(+l7;_YwuxxO1-|3{gp8F@CiQnh3kuN)Mn)nngq&J>-
z=o~=|NCt%XOi}4ha`?1P98R9ik!#N>9^Vu)Vm3^oH-808GQQrcj-7RgBWe4@!(UH^
z+O~mPlG;`bhf)+Lc#gY$oyiXaEWv&e3m`_Z;sJz%u6MeR0wp=e<@qKV1&fdQ4_uK6
zU%}Ekoqs0N>pK3`om)<H#@PU4y50sw03E*(TLbp{$0uR(aEy1OhHn@I|DB!}`@H!D
zhugAWNSS2UZ@3C59M~={9c}Q(H}bNn+{vf--}tq60?f`ZfP=L7ld0)ih{PgC9%EBm
zv*Px`6=`cE-+RMY){ngq3XcRnk%O!12(efh0)<YMRTmB5_sFfjWtllA&(TqKL%HaD
zr+*R6VTA3}_qtRiM@r6%6RjPQtWvIDxk!S45IFc9%90j7_fPE4m6n@6B|9;BF)#Ru
z;HAO~w7<VjNEF(1b5%5H6_tl(3qOaxJIL{wU{45~*~i?zC2Z^f+PzZLa^C{`{dy#<
z$_c~khT`~~m?(N7W%_iMmbT)}wa&3p;5c_Wczhw&4}<re)5j`Esy?^+A&eUZnEBA{
z+Fb-nQ#qWmwHHbGrgSiSM%uN;^Al8c&V97XbcOcJ<Dc}Vy)W&XcPLzqXKf*Woo`6C
z3=#)j2u_|7k{&tg1r9Q{P@G}f%ON9u2VQ73rw&xz#%M6%5AajBk%wqSl8YkXJArZ=
zaS6>WjCUj_C$!Y$nQnbhmc%qBxbOHN3wvvy7H(b_Glb`Hq+aZHuu1<iaI6o$7^FNb
z@fTQRKyKJn2xRY*8Bbyxua#a1zBhPq(Y)ZYT_N)+M~{E2>=~zw;y)D>c6ATo*JLUD
zz8lo*aTvm{!RC?eW3g-2-l?|hV5R23HH>+|#~(ORqP<&bvbAegfjL-ty0n3h)dg=^
z>D;5281zK;p9gPc``n{VsosNKODoVVhH4H7Db?F=C$L>{2tN!F%eAa*XUMuCFX&X;
z(;*e(qMmG}oy9y~TX$LPx*IeqJe|eac%PiS`+28XdXNH>j`EMuhuge<k95Di0ETHH
zs8=ysnAy!xckY)|)xqIbxm~65E9qRl^CRU3@p`&Hn1x7ZD63yc?KldTqYo$3PE?OY
zf$r5*bMxtmcEf#%nuBEKKGSKpS1uDJuvW;<@Xb39zr?i<{UN@XkER`|9ve-z8roxy
zX?QNjvWr=Gkxz(Uw^%(QVU^Vbm;Y4LX?;yP_nSs+?QYNrsQrHYc5YYN!60JYz0&#d
zBG{(gG(rkHc1wPMldgYuRnhwO@lT0q`OY7BdOsvp#qyqgJ!Es+O?HhtR8AMqVX(!B
z(B98?TX18^7Yep!XaiPT?mdh)n>{ARoY0b$QTJcc?()KVb(_&|H{>`mXX-}9<N6bF
z92omNwe&M-p*@3*q?&62R_<7qs1CI&X79eQm#t!&x#!8w44}muTLax@-*tAIIVnj>
zD7wM%MVyyH=JADCsAj#7A4RIVTIH^H1@6GX>(S?i|G)fB<t@|Wo2{Bi*nIBKrvI>(
zmHi2qN@p4Tu#@MN;O}E#f(4S646I*@Xo|9SIRE$av+o#sLh4N8(AqSe6E%X(ktd9|
zF=|=PpZ>$Dw)_!X@>j3IZA}&uVegoAk$U>SQ`Geb6>(1lxMQrPd*#4$<XZoD<)XAK
zCgh)xpEzexBGRS-lS?Tu5HH+~msabTb57&rJmp$au+byRsn~XRo6_Cy?v?(jgPHXN
zQrKE@xR#VNpK&ubGe)M)x^0Kf&d#*5+2C<PFk+w_jM=KH(6y!}WKiDQ9p)9&4cc&6
ziP{xl(%b}p?uIm`KQOZ!LxEeT&y`Jjb#8$nL1GML0`a^kU#W3P-|lwb3>6oCdOI9j
zlR@`z&f2pTkK;E9O^nr%e%3{|3YayN_wqk&S`ez@ssFZzXB3(gn>!|NekkjEbAp0M
z<M?`oWvu%!8sZ{J?G(sQgH6)3wu+9&_LxZu;LUjq-HRqJZ&0z{6SZG+5foNcmCV&i
zd<4ZgVwn{95D&acV$Vbh|0<k8vzFSyB91AAYOLM4K-L-ja;h(u>7lKK&b}jy@@xr1
zeJ7`0^$u;i(Irt|y60-BN2ya}9oi&>T*YcQ$lU8D2$eQEq=rMP55%$-KD4!l9gY27
z?swb4h{3&i6+^KajUCa0ovJ?Nvj8<jlp2NLp#2ef5u8UVg$54293^c|<1Vk~iwX*C
zCAGxj-cC`To5qM;bwWxx=c~3n0i&At9p%pqT})nVG~Yf?t3K8h1dFRBuD|QvbPAN4
z^TI?`B*RQ^!z{xFTZ#LO<^A}Nb(KPJ;MvyXTa#rJ*VjhaqW{>V@m~URflMR1ejHt;
zII{#FR>d5r4x#mT6516<kMy0{{XN-lv3&&Sj+lq(+4XS!tb6~%@^rTBsmk>~hi!=y
zzCK8CMx6c{&ms#A@?BAO4RV*8zm%mdX?4(2H^_Z=(CP@l2)7wT4U8+n>_MrDh=-V4
zN}VVNg|G?Q5$O(SrRYu~M)1gcM8s(;^T!M=gPIcJ$YS+4(K(VxU&xD=V%98yoL+&#
z`&=s!T(F74YWa7cl^GXtWI|)#c^dHBtWify&+~xF0tyarinEn|@IMsLLq~myY462#
zZ&HxD+HI@4BoVL%;u&)>*=@&hi`ONH-Biz9oTLtf_N2UCN#fP7s6Q1}@#d{UQ)a*%
z8X!A4&KJU|y$|g9b@SB)%|tKo2SlEHI>>V{Rx~-tIEDlC;8$wT*9=ZRi_204O|9aB
zeKIhpBb&{nH&oc6Y4Bnq5F@uWra7}J-M=gMMor9F^IRYtPhRryYOu23t3#m|`s6b?
z$XIS+>)PR-`Yc*P>h9Y>UpEgO5AKJk*_KM!bs^`#3sb7@?kS*uo7cz2Uugnh`6SdI
z<tPn(qFHxu@|_UM18@txRb7DdeqI9cgf7G2a(~gyJ0a?|0h?iEo_&C=)7B_e$m^p;
zR{QehnzTYds%!bfvSB*rPWuW>yMw6RC=NWb%*<?hcg=vHqf?YOuBg!i{+<D|TjPz-
z2p64h#93@jAZO*^$J}8X85e22(r?>Dr+ktx7#8YFx---RsG?W?!|Id$Tan52a`${*
zdgl-Axttj70TdB)!>XmiPRp?YZ@tsLX9=EK=psv)?UQ0|Q@CW0a4Rt}GJA;8dX~48
z`5)F33ad$(^UJ|N*-GD$g|oiw<LQQvg+Y0{WYXv3*Ydl;RjX_}<fH0xs?77rhZkr)
z<XSsCUjF+%hpXza?d!oR{y~6qKFRm`r(}3?ZgDxOM%JK9Tg-RWhwWLVOw7pcpzFon
z#0f=08EwN8`x-D3MlK#x99K@_0|xanPC<VigpVl-4c7?;8@fcrt>S0%&_RIVMj8Xi
z5tNd&RC0ipdRAcmVH=}UlI5)DW4@EzKDXC;r0(9h9}u570Mgx9U4?*4C#II=qrF}~
zJ@js=Z%_2El)%)a5`6Lf*h&5#Cg#X~gV_%C4N2wivo-0;c5s5$=fX)<bzud1&*29$
ziXdgf{oqVU?Kq`EU4hP%s39?;>_kN;n09K2|BJ~-5q5@vl+6FdNOd3z3sWfuVet<|
zJ^C>}AXqQ4Ch6&JF_b%mbYJeL*XQ*Ad)I$h>rej|SA~!snT67bCy(zgrlzg<Z{Y_1
zprBA>UxiI^yxkLR+~RMQpQ`Dr**w(@DqqMZO0xBR<a1_p3x$=cCwPROefp{QP%#3{
zp~Q-}ti&h5;<Y>&)K|Fsjsu`8Hqg7j&i|^6nXX8`4%95OXVz*$tW`?o6uPx0OpjPD
zifn6LKmlo^oW~ycbYMq^HJUjA{IU};yCO%ar#`7@BzdK$$YZX<@6>r-_s(p-1+lxg
z*KQA4Uea`dpXzDZX1FfTUN3)WYcXuJqdbx0rS$3j=tDaabd*=kmPX>o|2Lfyq-&K(
zf*5a|<Kh<BfAn((S-qspN!gc}hd*M4h&^a6dSVh4nhGIRUWKv4x)ac_NBG5XI>AF9
z5vE;la^jb2nDlc@>Y@*4M@=T=cbOx)2vL(zQeojPTExj(1Hh?yGG(gJ&oGp|!+B&I
zJ1)V^R54KDp-AF0e3_*nX5=-kxR1{AtFb<r#<=<)`B#&Y5A570`j;_+`rpKc^XT#)
z$GYEM9S!Bj_GYJ*C52wcZom2R<3B7S8%e3G>c`Qo#pn~Od+NKijxICSYwzUqV577R
zgsVIjGFwfc>^g?-+F0N!mGAAfIC8M&7sk!y{+PF`+!G<aWX<1MWrr_Nollr*$4CVI
z+$(tHa(n{^ND6NbLK;Z2mz8P3F4jTpMgk?`-t6t>&fcdCJGc~#b5)SewxIsUiN8&)
z(`f34<Um|R)4U73$&~nrzszb*u-(cH>%AExqq!euI!xxc_~ia;@B$@s6g)Ig9P|ey
zH?d`RYHY)!FE>ubRyA{D&EWg#rO42ryVihKIZ|oQNkUR2khiWJdA9ZL4N8dOxRI0e
zaLGiOQ*Pl9!kWJ3X%WYxTk;uNr@7Yk1nC3)6{s&TZDevJb|+5k)cD8pS($}<@GVt>
z$1u)<+n-p~-N$i7eFn9`HkwYjiG$D^16byAV0yY@6A^~zobnmB>>xpo2M`9_;!55W
z4BIlrcM$VD-m_f!Wvyf6Uc{;c;l~&V7Ru0wv^yufk~5}YUrtNUayv0qe4LbSn2hS;
z_chd76wKnP`kGoLlw_a!;{(%2Z_cEi^PXpuSZ`DT^N&-1Q(CuzzBD*-MTMf|d+u%$
z!4WfP$>PZhQ@#w|J`ruYfiYk8Q<dPqfxIZwe9XVi$UrsT`3-!mr8V`rVU~D1(9}6R
zzgj6PrL$cAOsw1*W>P54En&Vv6VM}8HybEZJYKx!w8HQQhwrW&Crm1``%6d2CXmqg
zdb0pYoBX`+DRrSpe>Fj{4s~L%UqxwV$mGz&z})D6SbHm77Z=)puWK5>+)K=TCTvIy
zUoqazujnA6!NaQ1J^6r2m=y@EA(^SW1o;$9UQsUAi-i1(yoRbEb!waKaeO?!#5ys2
zxX2{-c_y;syGL_$to9s5r-aD;O`08)-T%7&1>EL#-HsgFZLgGMXNy;<DVnyL4sYLK
zsUYZuUNh}h)gcuve`=_S{hIqCNA0sDYU<sxBVzioH`H<SDe_ydKdr!$bl)fNI22z_
ze{5A>oXKAK2AR15_nrA@ug2}=Usv6)s(`3TBt-`St+|s*v%4`%Us@;W*qa6S79IuV
zwRFVw+!n+2Tli%eJ*Akt^tPS0fA~>*Rhygx65kk;*$d@wYWr=Kv$NM5?)txlR{FW-
z)CJZ;)Ku-04%`eN__<JqnuRFy%EA*n4Bv@)Duj*UKP)ZaXML&yyZoo=Kk!(du-aj7
zucKJb>(MkbO!9WCf?uCZCFzR$;dmZsV62Q3o=aiFlpn?o=pJx@2fE50Y_T#!=qHtf
zo83{^Ivp+df}nOjHiKSb@r#tn4;llQ`-W}Lv2g)O)+ZwHD}lKsD~wiQ1+R9pNluz_
zDKj@R1L^PGHj9B6smxtIh<^{^T01mM!ROudVZkz6d|8RfsK#5dokF8V@l{m<>H19w
z;k5e}th^QsQ-4#c*aQlEoQ>n?_zW6}dF#2LavtY}V~ae}$Jp@XOE-D_6&f-Z;yZDU
zudVC77J0A-^%rbV-uz;0Lp-La|HxZ4V5#*Z=2>okd|ClL?5ow-yaI%JZC8C<8QsqB
zD-;i!62~HYr&VtC?%>eg0M>8$iuCZ47KMaIc5>ml4bfPzBjG3pc&!B#YL*n?GGu6+
zn%|A&bN{74)o_P5JndykJsq`2{p7&J*uh<CuTrka^V^lA6c30zJgn3E;x^T2r>o_D
z+WaHcLvl(`<!G8H|6JTgqS@4TjG#_dmvhT&D8?NtgowQ9_Wl#iw>afs?S3)7eeW+t
z`p2)U*egF6BZXe<CC9)Qp$myF?>@Va4q1pE%#w_hPu6uy1pGNanud&&oxG7qTmA7|
zOc%c#&}YLKwgeAt0&D%*SL5s2Gk4j-|4g1X>=)WMK)^n}H5Y0z5*!@vDiNYI`;WMS
zVM<Wt%lmHoWJ*DoTifgnM&!pn2+3ID3v&FVzTb9AH@G?<R}FO{t+k^6al!lD<uM)O
z)_|jZrof8L$?vVyi&}PtFSXenX5KL=<nWrF{)eTm@55$enr$2!;3Xa5{e`+cCpAL|
z;$7^zNJKgW>#sZ07L<$Ey5&1Hx`Yt!7&pSJqh2eDJ9yk}2U}OH$o_7PZ!QcU8U)Bt
z^BF+*uzd0)8;pPN9!v~vm8)o#dTR?;x*>oX>Ad|TBm1RKnZ`o6r><zBu$B{z^D`On
zT;qPxAn2MQosaLO+(_-^`<qKf-A;-%=AUqz-~@~_f#(_tLbWb1gV=EJ)i@)B2cPek
zrK3B0I?Bu0s|FYKM~OpoEQHzT#>43irqNli_BCp2{nv*m)j7d&;(*tbR|_I%q`Rbc
zqd8nx=l969j=n>v9<n64X!)Vlg)<B8*5K)&Lr;#b^0f@@nWUccVjr7)C;*vZe7wU=
zzQ*JI5oZm5N3rJohK$-(L4;9LO2Qmmc`_d6d4#1_&74q<rcY?7yDKl*k`$VjZpTnI
zJavcjh)|XA$(VIgiI27=hoqE7{#Gsl0filBgfJ(cTdRlJU7<BO5egdikpwn=Afu-3
z{M^uydjBYqfm@<=(0^Dmhn%$H02&#srbNy3>qGsnf7dr;Pvx3*v7TukCZkKSkJRn+
zUQP>yymjb$-#818(w`?5IpgLV+|eTc?(T|p{j@FZ^sH`UxVKNp<xh<Zw{*u!1tp~2
zeDgubNk+XR5&|J=Q;uF?W4U1}2a|ZSeDR`;BUuV=2$bHU5g(+KZ7MA`h6b6tw*Spz
zNHd@LZB<m=g!g+-$*3Xr+sxmx9|GTTFJ>y$v}<am#CBp0eOj|c{>r86lhezEf6UCm
z!gW{i4#D@5WbVJ4^Y6SAx)COo?h2!V(hH@!!amU`98FSdDXFp@IA~cE9j_)Y3Llpv
z3Fuz_hvnRrO8KLBBF}~nfPd6b60$VmS5wnLf|OQ33ME=L=tgOFrSLM`nw1f#F}OGq
znS86$-gwyduj`x6@k~Zkw<9VC*GQTpolN`NB7SPpl+DQILMfmWC#HouVm#SibJgm$
zt=~0-0^gELx*cRQWD2$smdRU9j!P5DlnhtvRaeh)W$m%F-AhUI()vOCDIeY<xqG{x
z`A%hB0blE_Oz4{D3Ggb$?VT~bw!cCR>zBkm7BJ4L@Z)c)9j_yf`uXK+^!gvV7Fl-<
zz!z1>fjF`E5JKED>g-EQOK`vG&U8s*K{sLH#Wlw(AFSt3e*|E$kLB7=p776>%DsWH
zY=TXfTsC(*eVa9WP1s*4@A55;AYX<oS>sZv<q!JLkB@Sevz2<YvR!G^C#%K_SH?&g
zqQLj>_nmAx*TX4Q#BSfRmnyTSP^jhG?7X~7HbF9|2wvKa4X5S~PzQT8@@f~<@WvtL
zY>TS`ZS#XMeM%zm&}P#AJK!nS#jnC5<9sYCQxi)CuXk#q>1*%5x#wSGL=3}88lXA>
zjApe0IyX|}2&N2ML<W4mBpUu&>b0Wd?lJ>?M_mDXtF<<M1{9mT2hDyO#HB1guEhD7
zK1R77@1^(CLqfCFPo)x;xl;O2b(!Y{n%RUhg$<eOhLG~}fqkKhI5VO<?NuScxa4Mn
zmEDf^yyCdq4*p^Vvlu5Sn09#PSW=~<R3Sr5bC7#&`if}j*q{~P-PVcI^09j3GKF%*
zxzZj5cK4>@-=jA&UhJb(LP8PAn!eG)eJQx#^7#K@M2sBc%LC=#!Yf4^>7w!kWA0>i
zy6Oj5Qpkph!{aQex&4Qc@`Iz3G$?ufS<mHWU&_G}yX_w@X*_yFsh?seeV!bV1f+9v
zCNveDcx>NCTPXWU`)5t;j6MM>O)PRt*Ew-=a4@wBbM%pOa!#8l<|fF!#JK=2fLGGZ
z^@b&+KJb4W;RFxVi&YLxGCHDG-n@!@_S-c$2WirZSlm=?rUexpHq+nhEjsQcAT64k
zvv(n@$>E_Ku@Uc`u#%RJVrI4t_9_DfXI)BAZ+)|sf-0sChrDoKVSmBWzz(0#OB#&A
zS{PqEAuDt+uxTcrwL&b$#&N+S;`0`p=07;1k&2<fZ^^A{&-2pj$b6(ZAL(;d>E2?{
zkVQ9qCWeQ^a>$8+6SI>Xyc^TlJfhiPeteKmKUveFf8#UjTti;TzKsY)Y`PR#6Jffv
z9~(#mIb(9c>bP@mLR3AwB*6j;s3_alax71egXGhsH2fO|fcdK!VFF^xm3UoDs`;+c
zkLZ~eFw^Yn%qXqUC)h9#LQ?78x?C5!#p%BX$&LWGbEng4E6i3B4{%>qFDtjqG**I$
z_rA=e8g<T`rQF?FF;gi!$@WmZC&k$ac_G+EGuSRCB!aBVu^bm&y_VLMBL3H(AIO8K
z2GUA<lnyMx)6F}8<CVWqe&ql$m!BLbUa>7)r-fYf=`g<7>%hkyS3evkTnXfas*0zQ
zSe{0TeEHEDgK~gH@%cXpdpsCY%yL1M=&!`~At3XHvVYiX7yCxl4+PTePj5mru!#TZ
z1dwL)`^a|U8p&iNF@6hp-&1WP&i}F}Gc=p}y9X`U*0Y(keYzK(z0ufdcuc;^Ykm5%
zY==AZ5FCB|#nqKPWkKS5hQ5{nORc*sr}MeU`Eo0i1nL{BZckL}W+=y`DkI2E{0oIE
zxaVI|Ha)T&@0f3~>nRM|&x#i8RjVe23mO$&<fe6AsxglNB8{!*>-ptbJZPashu@dK
zP<Km4_|c(1CQ>?bCPErKm$_kjSMh+sWUi;R)Co~*9U4aik@lK<lVjrdGuPgfWx+M_
zk07b=TaEt5V(C@7kyh1z5$|5H<UftU+I-{<)Tu{_ZxU_c-&1vdSw8u`On!nja^~pF
zc!_-_LUXA0D^Fx9kfC&tskuzwu*Wt|f{d2}rp+v(2Ni|ChhvjO=)=U6Gv==N?r0Z^
zcVy>u{MjF)^Il`1N0e@E_hOKJ_Ym-js`w8XFPfGb#)s+->&?Wshj|}n0tFWCe$3~=
zw(hkOyfbeRacl!GVHMB$<F-?0T4^nnB2@Le+cg&p`$blq>6X>QO*C}w!HcKz%$q>4
zgDF8^<&(A(nmE9&U%=x5dppYKRds+(hsWbvLZX8<nw{#*4~mO?UxtNWxlO$aUq)Zm
zd?9ZmaT*oy6+Cx@;^kCKrzrb4NnHjw|9L$K-oB9id!*w!RO&ld6dxAn8r_(4v4R}*
zBMZ9>0NEFtk~+YuD+6aUXO@*ZU%u(Z#%bHI+Qxdq3{*Ol`03u=2-<^zA8Z6%@3)#&
zM%;yMae)Jig{as~wFry3z<B?DjcHEjO<#J$KP7&z1`^r6J{KU@Y-gX4@q`P+N|_^{
zwSZA+)v(Ye@qh!Z&?y{o`5l#n1v?3~E$_}h6RlxeUsH6b+n>J&mNQ&cu{%`RE3f*{
zr<h--9Q$A{=-grvng{j2Av_1tL5eYR>0fG#0XvCPr=rL5zG#&;lha9IE5z4QrW;9G
z)C99mgA}-`O0?^ZCSO6-Af0<g50w&x2#evy5bT4xL*1nK;^VNQ4{d=n8+(sfg!gk2
zl9!Hd1MZzf0ln+>(0DMr@7gIoH{s{^yUO=*Lm?Y1gcl?i7`-iNN5bewp0ojj^=s<a
z(6r(b2($y#I=RcvT|V2nRI}({Fm$h`@{ocSErJ#0eL&6_5N`QyBs|0TbL@Bkdvy1{
z<}o3e>iqUr4lzbiv+h=Tn>#LJsq*uz*DtmXZ=~f*PyhsOe}!Bjl0Z3<Ca`@TGhk1G
z*GxVL59Bd{lSys)nB1R@v2EO2#X$7*ianEOUwtjQatbjiUGsg&JbBctanOx=i0BB!
zw5M3uw@>)DdQzqg9VoRMs({RYUYrkIGoX2mPBYja>9&1jAxe+1wPvZx3uzmjB;X0B
zh2Yis*{28Dz;IBYj7{@7Cx^LHs}^Qx;QRI;L0XaBg>?A2=-$U?Xyxv#YYu;x<KFW6
z0%XwqpJp|wQ{V1Ok?~+phlT8>I?q`Z>Qw%aw^+|5qs)!n`evKTHhi<2XZ8*Rq#F`@
z*GbJgM3GFNxwQv(I(slDNB`X;_%;b9Rb0xGW}Z!I3Xe;Y-(r2xNr&MdX?ILc0m&Zw
z{V&HqPDXX87az&gq>q?++>)B^m=gKw!ZQ-lZ|Q}ywt_yZi^+H}=K;S-xuJ-Z4{Hq=
z=?wEQ;zUTgjmd;yYDM-Vj2@3r>ut4#DIfR!fjchTc(1=3#q#koxg-}J`&P0&KHkUS
zRe9odp=AqUAziU<ojO_bt^^+-2`2VVlqH0g004XBLrM1qb0JQkaUB$#;CcZY+k~-j
z7bz)3&wb+Xv6xxH6>s6Fl$BPchs<w8r?4z|QHt5u<=b3nkksAXyX4OdY*5@}lvXOo
z^&=Bve2l8FHDOm!2RqG;nXat*Uty&D0`RGXQfi3H7pfpAEI9@P4Au(24gbCm#DdQ_
zGqyH4X=-IJ5Rn%9SqG<oG6Mdw`dW$Gmxq3Jbu7eRx3C{fw<vJGqxXJ}u}R0XDc~xS
zoResBtmgwadj#XFt&Z-&MW<q@OUUK}z@T;3>6CQ+d(%9g0%B;1D1JD8#4vIQCs@K}
z#nMmmwSAwqRe7&*ClMGqg5&~^%h--ZE-VP3xxVX?RryvN8FFNY^*BGR;PBob2_<Ug
zX1ut-yKtk3crok1*Dh7Vwb|k2_%#S5rB~_`a=3Q@?Z;$Q6GB8t-z4r~c2kWtMaqlI
zx-!RCUt5NwbLB_Ky3J$Iuqd55u#?mR^h6h1wfSRVQ;N=c@}F|8i6>IvO{jot$=|{X
zsq<1?86p$ykJ{%_tI{&3YIKh)*}73R;9Tji)0in;!>vw6x7|~i5q5?M#d6*cuPc)C
z#QqT6gGWB3U}UnN7iXIh&*$xd8RZY~ZCUJcie8CVI_hJ*+B>7TfJfW{DXQW6JGN?i
z0;Bf!&S2$7@~A<~PO}4mEHvSBAQR5+oCE!G<Rpr7+eVZVBP973*Sh7Th|y#i&McMq
zexT$t2-lKz%Hc_PdtghCBX$CR!oZ@H`{BGGNb^cUEXOdkm)kbOe7+k&H*zBa{CCq!
z%Y~5cCj%puKou)Se`3XPaVMJO=y;N@IsBHFk%IyCaBu*5poHu6PHZcJqQq8H5Oi`l
z$h`C5z)3RayD5tm%x@A5?c!0R%%y}Va0xWYumSkW^?vk<8_Ov;^M)pm2UXgN8L$nh
zo_G48E2r+Rw5t4o8bv!E7qNOM+btE`fs1`+rM8Z)h?vBB!=WP<Z1Ge!K1rnM-)k87
zu^_m*mZcfjdDlF9)v_eLQj@N%cT~RMcE03rjS=PJYp`N!*PKI^;QP(GZU~3xx@J0r
z!mds2m%s%^FK*#3hdA_iYn+ti3(3#4e<Kn!W?Wl>6#F-l3B#_$TQUBC<3SQWWSR!D
z0+V?4tTx{jvCi3j)Rg7wV%F^GMz#7*MMY?y14dFi@}f#ftiT-O<+1?F`^ludv<cr7
zyPAS?r}<R79sxN?DD%JC?CsPsi^LbXKKvFfe-d8-u1^~vI(Bu*;MO~fCUv#)4F2N)
zp$vX-)Y+dg3tva1$<uD?J;cdnwp7_DfP;%<EH|pA``u%W@EN08bC|b_=F(L;u|)i`
zd|fq-gtd8%9%vABxbkHM*9Z~BCTiqqeZgG8vG(UPGpmOuw0en$b)m_};HN?|@h|9y
zS~>e;(pK)M$3@!;mw1&TQRrCj5C}kryWZH|H5JKww3eEJlP$@#=9(R-k%d#Od&U9*
zWInrG#>Q5d7;*nekd_R-WI=@wSX;4)RBH~9`u|+s)yu3gT1ZxaXxN%>bieKF@b72r
z(!6y|<d^oO_{4lwt=aqih3E3^X*fw6(^8jfm&thjbM*wn$UBP`H+S`Vc@q**As7Q{
zy6B&;jC_#1QvCalj=|3Hg_ry#P#dbxFi~u<HQICf<kA#p37k;rQMNSfF$s)h!)tz@
z2x*m6{a1PHCS9M{AH;X2hh!cAl2(ZgPzpAooGfXr>|628xC7sx%{5ElU1Qh}Aup-|
zsqTdpovzDq+8(02y1T$hAD+!VQBTBTL+9V6UsbmZE~|`f9JD2Co3;lzEte0W_O9Ec
zxayjwJ469qe_`|uitHagjqp{JH%3rfhP{xu#G*v3qhzW)sVbL_UASn4zZW=@V86$?
zNb524J!TzLeY}R2$N5==-4)+<+y@;O!WD^6=MIy9H0yZa$B($><S0nR5x5<)r!NT3
zFJvol7O7jE+iY3hxR$2TcEp&-C%!XBC2s6=fwr(g_Sqv##;nAkoMhfah8&^UbfeTH
zIZ?rcbs{>I#gFzM6GRw?6NES;hK3}3pdPc>D^&9zyzuEFX?YqnUjTwsdm8xkzeW2v
zy_onEr_i3!(!&rlhl)mu9g;LO&N`!;^FDZR{BRUk6``gnU5vZ?o;%<f^70aemfCWu
zwRc@F3N5h%T{i}N++_Hi$dPWuyPb0ddFHxCfs9y7EVG|<^I@DeT2Y9bRoM;G3hz{W
z5|iZ5Gh}_}p_avLe%{J{DK&$sW8xhpWcC=}K5GxB4XVshr1d8jFF)=NztfGf_c=dk
z2Ex+aISgW(u9?ZbAUIA5g>*H7^+6NPCeYbC$;<CNDRLX$HO~{_@xNie)5%B|y*-$O
z`B^ZrL0<h#<8apWZJm0d_6b$qS+y^it4m=p@Sr--3X>%i&4R+6zs6w;Nq#ywGCGHt
z9~_@fRQLtcSA+B%F)SRWssFI-oiuyziq|uWjh75R0x`1YM#t-m548h9Ulzwh8n2_a
z)ZwFal<W3BltJkrm$!yvaO^;~cZp>^4*)T8ppzdbou$J+X=@VP3S-@nqt+X}MX4q7
z6#Spr^a{jsn;8sE^8V-}ggk`%ov&@+wZY(c;h2$f_-}W2Kh55~ZimCWfxqDBq1xoU
z3i(B8@-7a=%^E6S>`${Uq3vCB1=%MI!8p&Fo;im2rno&0)nrK#3`-|I^4sfDt}ZMs
z$hgNp+{7z>rOgSw)e*=w0KYAJAYOiaIj`}~ZYHIq`mVVfjeQbtsHM+f-quP;tPjp@
zSG;bvfw;0S$G!FE-?J8X7@?f&&1~9C^f2+EX^xiA-y*-vm3nD%D3ccdyZSkQio%Aj
zLqAMn#-1VkNMdFu#wnNMn4v*fe9>&^XsFt}LmbWuRt93gwbn|`n~o}v2?}&4q)>(f
z?PJSAcO60(&fmtPZm7O_y$`|ux;23;D3ua}{fzXR>!(4VAxqU<77Q+dY_$hQS0ClL
zMm7E2K!QF6aN#yI#ZWL?)F6md8Xxu7kjnVW!Zi>7W6U3+ka~;<Qe+$JbiAx@176yy
zuuWu$i|if*dppAvV=ftmCISH#nr4@l2Wp4k(|WYv))ap$?-LUe^D5=kkOq9fKq%?%
z3vbn54Dcpi%VUU+cPuAvb^<??Se_<;XtrTaE8cJApIv<Ids(8fpP2Z&mO42{2Y29%
z${<h@VN(b)G2+Z|EtzjgVM-C%c7D@h;(ZEnJJQ$6F(=(UPN-s{t)_1@|00}Gj2TLL
zN@<~@??0mD7r@de#Z$q1$p9nEHqQtcX%G36mpuo|*r_IkNK1I_>?78G+v6V)xtEi@
zMGXEC3m$iN3xBQtbM0UqOh`c1kq6Q>T-Upp@?RR2@=tz@@x^0f&+vp>b#3RB_5$Cc
z`ODGbNb9{Qt}wL#JEE)t^3N^UamkB0!MI=tv@<GBiorK#(t!Q_9O(pm!0iw9y^)IV
zEz1xJH|RnKWl~Y`JxKk|grJ1W(<yGoerefu*Hzl~B7N=T+~$*O#V5S{a|KC{)Ng>a
z^mnT*AB+fi<PUTs%a0vcpIb&G2;*vm`45Zpm$%GrcFcgx*bwP+R`hxk1UvRG=vymA
zC1gNq0(DB!_O{{<!UX5P{x+%n(Q_xnNm-px#L``!8PKe*c^)DHuU}C$<@)y3X?g6@
zg#vJXbVEy(cepV&T2^Gey^XFDGH5ldq<W#N(2{7Fq3f$(tjtb@U*N&Om*jo+{inOA
z$Pv(CJ@b5mSp)G<Wk3tsisoFPk`%hz0z_+BpPtfg{#3`_&u2v+Rf6*Z2qR#>b+0)c
zuB8|f9+laPZsTn9CTIc>y9pT-7a0jsoB*+_$^%7Fa0BD*(G!Mo(fc9{945F^#lu8w
zw!1#i8U%X=t20p|33^w@en%ubVCnd<aO{zzd7^qir1nKtVH#YtG>BJ_{29wSGw$NR
z*d;1Z%qvpa>^XdjZc8w(LQcG)I+sEb#<nf?%?Gx9;!+G#WG65jf&B>Ri2nhef}vDZ
zxW5OeSUSZKf0Y{N?4id=;$e2%JHwLO5}7QPDW@_K`_mV<?3NxWgppqkrdAi1aiOo_
za1tc19{CTeqXK%Xv;NETL5Ndq#UX>zN_YARHNU+FV}pcwG(`fv+^JjZuOX<>_maHy
zw}mY1YwP?8wety}fCjtQuHN-!r~YrGz;*ekU=?Z8**)Ic6dUgAV2MFf4KZv@4fU9*
zHlCbfdlE19C`=8KURM7tI)XW$`ApE$^i2o<$Az+4<#*S0JVt&MMM+}Y<vp}l0;Lp{
z^+%dHbS;gd%H-hJdK~AghRZ#xl!phLY2B-nWBn_52OXRxlYh~VS{lmtJuctq>=U#+
zt(N=hOsER5ah|f9_<~+(i^5LG$-IGPabwdmZZ9^gJ(rOprZ+!C>3)GaHT#hcd|!~T
z@$26SEMJobrpsaNYHL_^mI?E~#zal)FDiDfH|gqY->iO~_Dr}fv`-TIa-eJ#n~48{
zw!=Ljpp-7?in<yRg>pJaOs4)9iCOuib(!rI9`y(Y23YAruwfrA;>T-mTIaFm%}J`m
zHL}R-wUM2Ov_r?%#$e0e{>e*GHq;9rK}Cx<uFHmUGb`V=SPD(5j$I3pjNi$mni1V$
zjq!kf4}cgj(`7SJalY~PgCo=M_LCHCD09NUJ;`_ny`>cxY~4-=pQc~W;GcagM|_j?
zrCzq8UUR;c%b3ou$VqiXVr+53o@qnt4A`&|-&kW4rc9EqFxO6u{qw$qfPWv5(cCa|
zB_1$t2dK3tUIhvn+HZ8}_w$T0p-2kTgssB!qH;9MJp6Y?5}%_^H+d`oqx$bW;gdMQ
zX@m&^pnzUX!nQT-E$Ira^z-qCMda*iw=9QM@I9XrVWiFjOhD%2#Z>tYgM<k;9V~d0
z(xe+e6ZAChhQmY_pS1lrRIzYtEB&2va~o<>giamPOpUH;k~8R0>i5MW3#kv=UGPdo
z&Ww>9i0y>U`-dw3xXDyWd|=b3PNgPZh}a(T(F@AyPYdRD1F!?lgU7qE(TcmiE>JP&
z8tYe1t_KptUkvm%dUYY2VNmj(V~^||3HEy}wfsQo)|uQh+j(Mz><Np__tBb7?;=H^
zs!`p6_vE6REd4Mg^bqRR9)1qIvO|E_v#6aZV`3TTX#^nsz8=fURhV!z%>PTj%Y}p5
z`OYfTG_Q;C0n^{#G9+v6Y>iR2ms?_Jj`%**IzjN<4RuYj-vLW|m|HrZL$Oo2tWB^_
zuOsTwll5MS36xS%ND*I+Q-Gnu`^J>5)4RiMIeN2#H0_XIP7`Y6gMQt;XG`6^cL{Zc
zXoZFaFJpafCye)l`J9qM)OcJa2awB<!aUsgd-<<&jO$bydXoEX)JScMkDNwo6%Y{E
zPNxW^AEj*Lu`(m)%Lya=!tzxwS^XVbS<iPKEShKj@+0<BZiS$yQh4(c#?C2xpB{~z
zrulPpqn3}(1%3!)IPS(>5GXF#@ecQM=WH>U$||`!tG>!t`)aGBMiKdL>L=%U=|Y3&
zl0(6<Sn*&RtZHV}(PDt@Rf>uSC1Fh0^n2~|c|3St$Z*+?U6<9wdVl-20;y5v%i)u3
zfm@sGB}Tohj8fyGU=l+2X{J(|9RJ9N)=x`RdZ9*>zqpGUlN#g0|JjOE#(CCp9{M~t
z_n_qK&Y--i5uZVuLZHD<wlWw9tQ=J~=`aS-3SOU!dL@sSe>M!$o-dK_NzFU-YsB#>
zGKS*6`En!rn5Lu=10LRqKeN;?X|4lDPC!OJ>R4-F;l<#ZvGrpn1yMx5(td@E{C&_j
zk!`Om4b^qOq|F@sIKQ9%l>XPs8zJPl5^IL%i9h*?9Q@*jqK12+2FxxV$!g2SJWJnr
z?eNv(-({|hj$*L2*)!i+-?jrPK&0At`-*Qshs00w9bfa*qpg@aMlJ@P+YCu8#AFea
zFZqT&fY2}MGxhTWmh`jInuOl7y?Z17F-tyhkEEs~P%?b5`*}!X_NHo8gQA<YBlD+*
zXUTGqSD$eBcu$5k^X9kU_9Gt3e<h7*WXV^rB)YX0xFqy#i%{Bsh`}qQF`sds?%87{
zsti0lbI+iJU_5@d2%-W${!W@KUjI1yX-4jAe)E_+K9=|C(TSd%<V5;O-Br}dOLI1q
z)C{c0VD-QaQum3V$O$s=M0fP(E5!s+%k@wr=U8OPBt&d%=B49U{ooG%auw-M-Z8VC
zU=3U<h1-V3P9KPIf-q^blm+s-lPPg?N#k9ziH@CtdE6(Vb2Z63f~6WARKaF|Vf!${
zT#Cxgr=s>`EhR#=q$kjj%<JLHl4XZpDrS#e5Z{GrtXjlgZjJNP6J<RHTPV#0uc4I4
z)Kzy>ikh{L!y+YsLD9+0vR-32>|bWV6C-X$TO3-<n4oxWjZ2bZ;vcGhS$3{!3*hU8
zA6?xwzI_`evYAx!P&GhJZP~18^gQG5@`_Bz^CG5pK=i`)heSI9K9V03K4x&yZEDX-
z70%%spiCK3E$SGp?)4FFYy$NVsH!B`*7=;nVMPEZA36g1U%7;0kasqy@Ct=RpNoTR
zqZglB6TZHU=1s1xeP1ggNmx4bcaYJ^xA59@_Ed^|>4iDK*hjJ9Iexo|O;TcJQ9c5l
zI=t;IS<w(Y-AwyrL2&Yw>5()dy(AZZ+;)q*ft;kzN^D4tn1_*twO>dsV4>cvsf1TW
zl8|O5FvxFnnZn77{g<H`tbs{}4%4ivG19KiC<`<}CAyU83j+nOdTo+J2LclGfM%i(
z?2%yE7Z<8J@}*z?{GR#gJpLfF#TfdmDcA8XcPwtIVxwtSQt!#!2K;EID;nWc6aGks
zx?cV?<@BMYZC2p68f<K^kLyiT?OOCOHKAKt9Ee8NDrfV!%-xZj9Xhcxx|+N}8GCGS
zzLYS8FNLGh?HUUAHF#{Ihr}8GJmf2UPz^eg?(=U)8z4&>Di6=W6Tsrg&SWbKnWinR
z;LNf#hiHhGr<zr~r5vei$?0A5R2@=nOM4GO80Kw4IqMlMXgmGQW4J=3r|I=joS9kO
zs4XtDXm79J0Gc0ZQ@m+xswL)?(=0QZa=ixOZME{PPbi|hetCkX?;IKLPY1Eo0C)Z&
zT&I7wmg}V6hUiKN!PVNp7K!iU3PiuE0&~6p!y*r~E<v>qjtAKnmL$wt7e{dYga)fI
zVhQE!g^B5EQ-X_XG=xL}vjt=hn%!%j%7{`(2;Nx-)mF<X$CV24oro8HkP^Mly0<X6
zK|zkxxZnp)gk_KDR%6$5wC|suJErE16Yn`d*P8_=o7j6PkF>DOq+53;|JVP9?s&F6
z{#EoX8Wu+Vn=^3Ex{|Eo1J8HP8QO@aE8M*9NhnN!lk5QNxd)UNQZ=To6xOasm1F^i
zrK0Ek)PC}dt+YRgW=R%Rn;Q)nCM%<^)pUZQ@&T?!7IM+S3)4T&{mf{^>5AP|;Ns65
zWs}C2#O7L>L>dz+0)`gu<hh$&VcrRVq;4elKc`WA(YHQGX~qY;owiyJ2a~S0?1e2w
zGqe3*owcQ{j+^gDe&gm;>en0-?)gGf?Al~=qgkGBp|m*DXg5w!=M>QsCiusCHsM)s
z>0C?U>-}~kKUY?fQJQ}siyac*p%L|;k1Q*&W&~}<Cb_2COmW&)d@m>OsI8#5{xIHh
zP^nHY+=Iii25dXd3SjoogYeF<4LwlAJ{W|wNvAQ|-l#v|o>w!pF~ooT5S@KKnUHNd
z;ABBZu<ZLhNNkO1&O)pz1Nyu96{uAnNkE`QjS)eZE87IfwqJ|8{_|bj-7P0y?lzTa
zM-qe=`A#ZzP7D5F@uCs4#&-j_mRe#DJ?d{Dwb3r+N2IhQ^VW!y;;!PFerIcNeM?X!
z>!hlfl`Ty}O!;!!1$*^!*5<st4qHyEX#i|pD(VT+qd)H{@?%ZJBW9y2Se0>Xs2HyD
zt0v|B7X`wwvi8p={(H!3GB{l#xaN7_+gU+65{J<e-=;maynpr!1q}Agsd$V=tX95@
z_odE?IOi`m2UPL0JrdiOfXZo`b<zg8VsD*`PsWN)cGt4eFexl#SDwHbi9-{jXQ58k
zg9G3=p$8!u!c*)Op|+Y2Qra~<So7OWvCnPpNEpmYEN4zNW!mvGrfZok6`75*IUUPL
zLpNE;dsDv=$MbAfbb1*(Dgy+HjQU$jrKz7;vZd@8v{S7S=5h<H+VrH+0fe@1R?1my
zCO2L(Oi}jEdPP^|4AU~Wj|?Wg?g{UufVbk%zF?#UADg-H<gYl`Wg#Twe{b=#^p((f
zh+Lja9t|3B{}hmp3f5CF96;%CeFv{J<HV%|u<ZTAyHK8t_AuJF5Dyy_>eD|_Ab4lx
zWV}CM<-G#fH#bRBVPKpbt+Z}g5p%DUQ{-y$zMpW>ME>U7xR3T?VBA7xkNCZ_j(Q8F
zvTVhXTSrjtbTRm1c)pv@=B|Pm*Pw+0gH`dfHckcV%Wl+GJCh`fPJ}Gy+%ee$QuN55
z&4{04=?h!m!xIH9v_qip7n!LulZZVg1+%`owaVdmJqH=-*VFU_7R_M)9{?3W>b}^%
z9O_m&g|r4t2^WsMkN*Hwc@C4ST<H_6kU3M`dmqBND`EN7(>*LcFWG3-&#W#q39t0g
zJ9viOp(8(MmogE@eZUIxp8)(s)hx)C-s092ljMIo0WQ<q0E3Uhyy;M_OJ;j?@pLOI
zNjsgMo#0tD4N)!aL@&ci*Iru16i7PA#Z+)TvPmEgO?oB1nSB?B<F|7>`mU_YCB&1Q
zF^qlQJ0kKx;1layGsaKhPv&|QurQat*P=PU4E!^e<5D`kgGwx|q*El$;boO`gCHNm
zzJk5)!*~7?@II-h_&>zYC7s@}Z<{Nrv*bL7_(AEr@#i(eEKOOb%c@7E^-5IjeH%Q-
z;+KW~&8S+<X=?Y(u!gu<r8gj{?~~Ab8uafQ_^UwpL#EzIuOynDr>How(yZ*%G}jH&
z<pb-~))cE$+M2m_DABTY9gmpqJRKZsCZ%Sk&etj>U72fgPaO9`dK~b0HR~GIivAGR
zH61?o)m{sWU9-l(<qNJ#F$V#LarG7HQ^re0Ba)_H3v)o?G%p5SHK@Oq^|nRI$#Wt{
z5_8GGB(Va#i^f`}qv7<rw>KN@p_s&|N#y?k`mtV|aPzIKWuf3p8BT@cI6h=;c=KMe
zhHHsdf3+-OzkGT#bB&|ZHRAe~uXCw5GdUo1QNR`7PYkK`Jet_YS7l<I)Xi}-$a=BK
zs}R|lR59YZ&pUm~9u3wL!+tK&wP`nOvAl}l?On&^U~&g@$4bt-j7C5lQLvAw{4?Xr
z9b>|}<7u(a9g9e9<C<ZKBxy`R+ZjCJU-PKG6#O|^{uB5nTiA%V*Y$bBfOfHoLZYxg
z?=Z*Gv`k04d^7PkhoR8#w0p~KGV4|{lwY?&BT5vGF~-~gMlfrO(R^($gM1NVI%&Qs
z(`_!ENUf$x)om`?GqsB5Herl%GJ5sJWh#+|vUWOX;p*0Qr3WuWWPC!pWcYD!r+==K
zNAU#q&?7cjMDe*F`T(wbQq`u_q-iJH7&5iNL^urPNZt4XN8){J!pCCh&OEVqXXyMn
zlH+Jr_SKgpe-jHyx-i|w#c<pe<AwIDt!nA5*gSGFx|}f>#dz_j?NRy#Oj5$VbvxZZ
zR*MB<lP5nnbDHBkIdL;Wq&C)W=CYj?7h|gpjCEk-qIY)Mr<;;P4ULsPgQi76;h8O@
zx{vK@(Lh~%(-7xq>PAmr>T8}+NbRLsQccL+((Wgc`2dLRCu$SPWAv}QegJq|;a`RR
z9NB8N&-T%%+=zd*^&4XpvPu}Ts{a6VAye}YL(O;5z`Bs<a!DU2j^b5?s_4_BDK);9
z{4I0UJ{b6R-rwO*g;8(3w6=;X(RU0VXARYuG9G}bDs%OzwQr1`8Pas!D^ZgDKd`Um
zlH6W-3}R^loJXDjCkGh>9AdtboT*Z$7~N_4pOfMiGZ%`fQ<7JEt7~WS{SMOl;&Y}=
zHk=~4xG=NZtc{4>v6Tdl#N(P}oYG!NXLD;TZ>C9axF}vpI4VKUOk`sf*SbfLmm}3|
z_J7yjdFSl?Z}A2_4_%+)CA4;0mENf&_SUi73B0IEsK6kQ7a;8ew^7Y{o<ZqY#-Fo{
ztlRZEv3RG7l9P&!m8_MI#--L)IWwFb)>6UdozKU;eIF`5Q<&-D@h%htEpzbcvAX~r
ziypvKa-zA}=sq3sf?C`oG@NF!^iPM^T9YOc<Ob+M;A7V&qEU}lX&FnQ>;C}owb5+V
z5@o`Ux$9ibzrhE4R+;XZ6?i!y{{Sk(mYvPHsui`bh*D~;wHUYZtzAFiMZ6O#%W`)5
zsTnn*a76p^Iolii+lc|m0=;KT_;Y0oBSUdI400sez|wUhHA-DZ_zvpi1Z#)PYtPKx
zJu33}XUUPHj(;d;?;-(M$*CH}IGuO)v{w&?pAmt{10R5{MCf;MN%Cr7<NMJM@u=lp
z%{iY`b${E@T8+_gqtw?2s;$z+wp-Bn82#D-PB7*r&dBI>PZ&ha%Vhf+^DC=anUC)r
zk9yuT;$rGZ-`2ILFEY%C&)C;0)=%AutrSu+a%^SI##@R;v1+{tv7@4R(@@Z(Ht|Yc
z&518=%s@F9I6b-#$W?tm!y1mUBc+9n)$^_kEwoJ`88{gLde${5)2Z<q)2UJ)0hQv*
zv#ejubsQ`ql0{~Wa>}Ey`~`IX0PwH%`)()D^$1A>k2cxUKbWp5VW`_icEb@``lFR!
zgg!Lz?!21Z)>nFT`CHwwAd%*TfK%mM{FpsYAoRf*uh9(_7XJW*7T)I70o3NOj0R8@
zq?gM90VmMlVDK?sd};E%8R&anZPEGht9(wlyhPLW8!O~p&HkC>66!J1LgX_JI`!v}
zde>v|3&VP+hkQYEZL3?f7r^gzBsO<*yKvxx>s?W&rS4+qcWW5`01o~jX%_w@e+tUb
z%dB78$ZhU!p=ltDZ9F$B3XlmQdW9o3O)oT=v`fuD#JY{Xm!$<_Zlt#o%&OpzE+LGK
z&QP%c<v|?{D>UpEx#!+E@V<el_<#=v-RYW+uL{W~r48ve%XHy_?u8>|L|g)Pa9cbc
zYsEZSVSV9W8ZupKu-R%5k#N^`=gr@f#y0Rhl##&pG_B38jXoZy(H{-`Q+)=9u3g({
zLgv9?`ve!3pSicUTmveA!Q>OVleF$Q-HZdpeEV<lGsK<^@ErP8zuGjNJH!*2oJhe$
zfp=m^LgULPdv4%oji<0Kwgnj-$L%fgcf+16)HII|cza2L#tkOV>}~dW8Ie$OVF#lH
zIp-Zo?_OKspNDt4mW6w%C=>azt*k7(0h|^--9>R##KJP=Z&T2rgPfC{u94RM&bpfT
zcg0s%HtQHO+caKehYtn;CvUFfj(cOCpx3DBKM8dEe}<yTffu&nuHN!CDI(3c0E62A
zbo4dz`0QOAM3pD^pGSehR>MWqve%*D`p1m5JvUzQ3)<XmlTeMVZW|n!%Lc&o=qsAM
z220DSWs@(v<}5LuahmjLQH)^~C3_rID>==*k6ZniZ@$s1YC0IkZ>G0*&+$funTO^V
z^RGAfXX9u1f8%JiDEr&bZaL^)G8F#+-&<=Ob{bWnoEE687A7=i)Sis=FZf6#@Grz|
zOHk7n<+Hq+?gGau(J(18jyV}Szu*<S<Bc8&eiL{<U4c>cD_Dt@BqfZoIXl&{?%%1Z
z!QvrNJS9!nQZaaW(tlf}v)vv)<8KMI#D`giBy^eB$g!N5&UnwJYJUXyjN57#Hadt#
zj!2p<vW$Vo<mA^}y{!eNsKS@A#ydSEaiZMEw2lvNV_i3hENx+p?jZT14UgRNHxtt}
ztv4#0BO0m{biL1_{{Uqx8%xgz>vR7A%fnu;oH~EYA-DekX0I{*m%L-F=>9sl(top_
z=S9}1OL^Wrmw}WqSpf7IA-L(!YV|PRyS!UGOkeLUG@ggn&{<mA$Rt8Tj`^<pNz!yk
zV-GwFAs_S5=DQt4dC`H$q=_=*PRPgGHPmWLrQBWz`!s5*FaQ|+1tlwwms5z6#qO?v
zHzY23K3L6m`gN=kTgxKEvavW_-Gw(hXf9r-BNv7Bjau;9#XMH9D((_WoVU;l?QQiH
zvyr5dGS7?+t<&(R=6wp~U0J}~crJT8g<Ff^bG3$5S8jQ&{Yy|c7h`()d0~ym-l<Am
zMQHRs_K%2@{n7lXWB&kFpYD(4T&H9~sA@wvFNnVx{4wyyP|+;4>$zZ`SGg9}-c$`B
z4sngx=rTa>*1BDD!g@c6WU-S}(=9azu((^hX1RzthE@Bnx#&l&V>MCRk)*nv_*vm2
z8GT|hZrWL;ubzkI=fp3G-ZjzwAZs(~dbX`)s0)Tkm7YjgLL9Q8Oz@cGFHURP{{U>S
z5BM)y@eR}cu1g;i+1d#%6d+WecF`VO{pJ9U2Vv`)`CMfgQmEgwz5Mk*V#sqESnM=u
zygx0pUhUKUJx`wgEqr*@zAN~DMAEe=p=HwMnd7?aEQ<KphdmWkdYqn3c>~QK+n>%2
z&;@Rz>P>RWr0PW}JEVOM9}9-U)|BZ}QIxmo_zu32_Kz%c-zT+FlJobivGX2yW*p+P
zQMRXKswwGv4f7z11@p=KNNj<};4{{<wF`xYND-s~r;%a|++eZC^{$$5btP!-d6=ry
zu(bK=wPoCr>iML&dzlGVW1ZOUPo;Zz!(W4zc6w%quFPb*)EiotO_<6-iZWG#VLAhy
zpE2j=uV$86Ia{6C9|4Nu>M;KRcZ+Yn$C<8ycOQhcTm4N6OZIX0RbX-$%7|IV@cr%w
zUb(NJb?*(seemB%FKh&iE;QSfJ*8umWAD9C{&nk6!P3J%Xsu6;%rpFUWgll&R*z(I
z{{RMjD`)X{_F>obc%u_)x@(*0Q>#3CcDjGxEI$?%=U=mr#fiQL{7{nCcK-lD7iI}#
zkbpKhB|~-@1((=`^sd{VIid0nwWUj;>X%x4+(~OIL{F{{2k{s+_K)q|`!A-J$?-qI
zQ5(Mv>S!mLI9EPUBXKzY0B4>(KixE*`VDA&eW%EmR;D)l*zZ`-&SD{y)B$Sp-^pb-
z>r9gC&W%*{27o*N0DyM?0NNiAwEK66Tt^=3k0sB_%!*iKeL$;Uv$n5cqWJMHFPH{o
z^5O&%Hy%F@JJ$v`o7lcpsq5vOzTG*yBktb<_%hQ}f(=IL?wa~_^Ik`X<O<vs$?7r2
zJ?ogU_>X&`sIZ>o{h3o_8(4r>s04cY*TmF>-m7EuYI23OdY*ytJK+tNh`b;Djj2HX
zBGWC8n{9P#AcIiT+zf(@MjUp*>-yFe$Hi%;u~}q}Yk6f*q)4P52VO@!VzY#*(|+kv
zrAngr^&Q~90$gg|I*-J&>3&u2pAy>HO{}<@NB~{M)-k|y!xB#?=~X27pY~a#5=<A)
za_q&rji3Xb-6)k>w&jYlWk!W7^G)5F{w~vW)$pz5<cjy&gtEDLr5t3QtUHsBrEwb9
zi$AyH7S`%bx`hX3aq4<|)^y=MWaK)MidKt0WBsNyceJ|FucHAi?p3!&i-it5{c-%O
zto@`Wv75qncGBD`UMmS;jgQ}6Lmc$ad{@`ym1pllOHPNx=Tu?t&MjZ6K3|XT4AVDY
z=Dp+O&CfAlv)oT^D;DDMq>LthRTLF-Q^LL*zxaXU4KF~`BWZ7S3x$F;QJiGpx6lll
z`-Aoq{hxo~3DRypCity?v#wszt}PmM!LYH%H!KfHB*r6C$?MX9J5P%`UYYRz)50DV
zu-YNeZ3Jplt|C@xAMulq`(|s$ym9dsZ-^c;ztj~?jjpG1H0wCoztzFesQN|@Pj+&9
z)x;Y!bq^C?>%Iljte~_10Eu>t(i^7@mW`wcxg)ZCzk9J_4`Oxx6!=E>#X3H<tA?5_
zGQ(DQ?PrGy^Up4Sa+wEk+D_#lj4-Y`_&Rm2-i`J>?5{e+<*g`L$Fu(cKlpRaF0ZGO
zUo8TpYk+yl^gpF~hsAH%-s9oVhi&zwy<>AUp<>e&42?4}1c<;H3J%~io)bOm#+F}F
z3*FTFx;#;a#7TQr;rSkGbdWu~NjrY+TO@j#j%Z#u8YYBCDiRr6?<w>Z<?^`7&qjTs
zsY<;iI(Cx#$*ps0tROo<IRo3%=~Q7iPN7s}cVcn+(ItJ@p(`(TKXKl8Ue%c+^MKsg
z$zku-tN3Q}L$FHVmB1lJaohP<6-%Dp6-Sj=`=9o1@J#+T_z&W(3MYcz=4*o-5??0x
z;hP+gy+_JM2mtbH!Mq>)L3q2vdU(?GjY({55`VO8NR+v30l2XlJu}UBVX-u+(RAvj
z@7VcF+bG9lF|oyAB^dIqzwp~1PIz{22>czf(LNFQ;xzFc)}UKa^C5sV5w`rqg>oNp
zDsXY%(!1Y>`Yx&C-vep7--~=Hrrmh9&LwR=_fm~ZPK0h(VxuT<Ps{2-?_TW~UYvc3
zw0ksueU8LN73Q(ha;>tIB$BsnKO5?M6|9iWYZF_tv;{`bFB@^&7_Ll@_(U(X?E^&c
z{nU0^fVi2jt;lFBCBP$iW58nE1?~?O=|$StK1I?~yy?GnZ+m~9zayd1WYXX5hfI>z
zP1g+fA7*ghzCU=j58gQM>0W>PJ@{|N{u%IX+#Wr+(=IicZ>5zROob6lMEs@7fEkI&
z>A)Z!YbZ_15^{}=v6Lxc=A%xco|~`BWPW;SehGp(6wef7dLC+9U2;z_mz0l6_gj(k
zX+-FB{VvZ%xLJP50OzjJ(z5>mwUL)CHzuQ3qb)SGM_m3WR+DT>LVYn@tT%8>f7f%G
zT)so*^F0#R#DYsf3x+HG&~cjJ{{XcjwPA^KOOoaDo#n2^x@L9Sr|yO470Fuom`Ami
zV!qg=$iYb-p>K8N#;NCa{^+kd{{V!ub8zfQsP=4p==2MXLv9XtSDVSN-AH~=cKvF-
zn7yIf&8<h1^5A`IfRj+To2fMYnLg0#uC*&>`qv%3+o`MNBbl8PnuWV?F^{EV>3Vh6
zuYC=joK10aA;LzSll}wVl(`_UCuBJDN!lvxy>UEJC<-gq^dEw{W{ahZ-x1yYqHJgE
z@VODMwnr>~Aznpn+Y3i#<>-2Ja?DL`mi0Vrf%LCs@Lz<qKZqVMeJ@Yb;D<`F9&PmM
zGWgCF0p|se<N-C$M>vimT(s%4uC7r!5a+8jh&~B;gH4CR{wdJ!#P-Q|vO}m_?q9Ru
z5UgZhxK*&gn&|#G{ATdKfb`k?4WQpx=^C6Uk0eVE`Ya=;NzVi39Y%L^n(wJ6Q6`fx
z!r`h-wM{vCE1xmz9}zrN40A^QB-ACwQ2CMxGlS|!PBUEgv*Bp9y&mIT{{Vz9#a0?n
z^Bwg+3{NG_oARHXh7ZUA>I#fkJ8x!<ojW@->rdF<<0AOW!}9oZS-ferjSg0tIV543
zZRE%feRdK-^!ZJEE8u^K7XJVaym6)YgTVTxy?d(K%BwB4+!DG?ZpUn>eq3aO*E|p?
zA;kS6{h_`aT6mko_d4tm$7_FM9`>D>{{ApHQ`jHw_wC-T{Aj(74~I80U&TD_<)XsQ
z;xQW>07~xp+tlN~O4>b)eNWDhkJe>$9V%41lFHy}2@+2c!3C6@6W9{C&trp3{iiQ}
z&EU;AgYz9`&;jZ)+5IY{5#1hT<DZ9`hN<9Y*V1!y6|;F#uEh>XCk)saCz84Cn)Mqt
z4e(>fcG8@A7L78WOvSi<sZO1(pz3J#K5Er<3A|0IMSXoUT#vKHs90kNtA$(x(<AfE
zL*V;6&1+DxwX(IA`tD~QU93t=OU_DwKOfe-%CFhoquIknR7;s2@1f}y9u-?n8(Ucx
z+V0tA(RGMRMIq?M7hpz8oUR)^vD&?c>%zVh_=VtWXl~<_T+I*Ki+SEzf==o|&I;oM
zanBv=<=!z$T(z#e*Y&CN>j}t|sM+~H^W5dEf8jH+@LZRcx`m#jVI*%OTk3J_lMC{a
zC0+^kBDn2K#`>3md=sg7cTh*vEJ%_&4N+4LypUDF>ZJ5>->pxwsZy$ON>TiO%)e<)
zoj1?T7QEfR$nYI=b4hWz{H2+TZGJ~zQQPpWo6Ck~VC3$}CpGnOjkoB0oacR><ZEwn
z9AFsD!~^)EJMccEr_j`D#Yz+<U;D~%e>&LZwU1`-wxQw)JOgKN<*)QS&1$ZxmyCj;
zfnIsX;oiQ9_(Aa2dq0I<A2E1~QGxF5h1}M&MFqva_vh|BdFhYhsQQd5e)DE)9LA*|
z-Mvxq#IT628h2CW+J#9>pkzm$Fc022Jw5#ed)LLUgL;gYnvBnDZ+W}RNF;*ZOL(Nn
zZO3Y}1(8^S58Z5I1De;B#qzTSQZr6VMtH89VEVPxR_B<vWJ{26r1j4kC)T>(0C>56
z5$N_>n%mpn-`?sir@LKQ2}QgL5Xezv7!3Yk>(Bx_*Ck4IB%6yp3KgkAE@V~H{6fA7
z@uij3nzRdREOLN)ji;Z?XFpo!e1EDzb>nN~i3~$~7=}SyWbu*otg!K%W6aKsOsUkD
zD%kxHvAed_EbZ>#pUk(oMV2O0!B!au@-_3f?APP_-ABVW`V@tvlSh#RQW3z0KuV^4
zRh78(BE9-D_K~^rxQc$pR%g)nR(7BkX(o670DBnxD~Y|=Zx<kvE2Tl4j-*c2HFdXy
zMjY+>^Im5*uXM*HnxC_|KGgIJtx4}2WJOVN*1Y9)spD*k7*qCrgW4Ts#hZ(W-dl!c
z+z3<$*10y<rjg?fD<7DDI$q95T<HBtkNsMIx<8e2elXX(Nu+9C6@x<X`s-Gg*UJv6
zaMK9>!*8=DTpqmk{{R~D<uw+Q>U$Kax{-2L)6Fltxz@E6W@iiWbK-`X@TbC8I=-PU
z*>GdEhhbwZ#Yt7;>7IDvulTRw?w{k!Z9`7+G%#xV6~Kj|v3SZfGA453MLEgH$4p?3
z^@UYcry5Sr%=EAl!P2Uyj80MQAJ+XJlRiK3CxZNI`$YUV(>!%`ai!fgtQT?2(GMy`
zNSLq;0Qrf=20Ia+_4O~r81-KR=o(Y_X4gWo@cy2XN2#4kb8Q`^n26#;U<d(N0!MHw
z%&CEmNH1*Lmvnt@4~S<+5kIL$6zOU1yDz)U{EF7B=F{(FNh5fqQb7b9fPFo>*HdX?
zej|9gZAjiM8XcqU`)0yg>;w0LKW6GTbAkyRfOxRkZX%+*v`5lr99fs)-|nA0ytez!
zJ5BKZt>UQ+8Xb(cZ_%cWNkQ8g>7Q!*AK{OJO`W6{x?C~?2?0#)xNYx+04V$buWF84
zN}jWKXTsw+vm1+Cv{xeX-|sxL;IF{X40xhX5qNuB(l+b!ShSW`7qc_XX)@q41<ufO
zwC)3;?Z~fT_>rOAcoW2$Z^RoAW*TJ5`jjxHH`_PMD`VIk{sz4`LJ{~9N6Oa4Vk*1U
zo0qFNuY&^jU(tRc_%7u<j}hsn4OSS>Q#4psW%gqlH~bE)d`Z`B{uBPtUK03=Wa@Nl
z_ZoJj(ejUPHa5BJa7a1&de*IJbaF-OW_B9At+un_%iD;?%|BQ~zFdFH8A&_W*oG31
z%DPt2;<522z2PS#>{qDzj+W!0RwK<p^lgvykk)t7<@p~Dd};7xmiqOUw<0VM>K<;N
zd-9#J-9%17^!d3T?8rSU=wB81M$^RFefE*7#=_HBQEhO@K6_nC6~r^I{d7zz^*E(r
zoY(BL`$SmU=yUu(@yzD?!uMpw9o&a6WhY|Zm_7P`7fsdj=Zm~2;tz)2AXyh{T@~|T
zo*}voLJ|CH>U~$JG`Vc<3SG}g{i%OqYySWQYcp!z5rkb>-R5{~;2*oWLN{-<JqgDq
z1M?24xp9v3_Iv%WwD!^mggi}eZ>VUpkgcNXkAzNo+sfZ?=a8&$4?;T8>OVu^XI6>X
z9ZI^AtgJ9W9YGz9ew2Jx{f#^$@$Nf~XTVyEN33k$CAG#9^*G>2q~c}lA3ML>YE~Kf
z$D!YUXX^HM03&&GE8;_i;P>{f>*9Cp=kWvKCG@cCo*%k4@ss|UZxcLZdY&@Bi2Q1I
zRvcvF(?`+%8SxPDMuwV>g{{wE@yX@9%Mw4D<Ed3}a0jo_zEto}#2rJzH!0;x%>t5q
ztneEIXZ6l2$gO~F-k;)q79TW9JhfNceSapTnv{Vx--#O8Zs?ZKt~k$JAIiKse~Mam
zrxVWJT#_?x#(rQ90}OtDm3jXFQ>(SD@?Ye7iyubU=D*GV0GaJK$)elGzQ@M;?6YI#
z^P;zY`0k$d;|cKxN41~LjF|`noaetk(wf3l?f4=6euej6dp(jJHuCn?Ta8D=dZo^v
z66ByM2xas>T7&os@V^}VZkGE*YYPHl$sjVGfSyVB#xd?G(!pXSEq&BQT*nItd$*JM
z+wnQCjQ%#a@ix97wnQ;lgKm?fWJrMgxg9b(WOeihHB;fQz|R}}V$~Ag!}=}7%E;d}
z)1wHN-#E$q0k5H_Nm7c6K1#J|R+lu7KP|febIpE}d@B8pyc_#E*xUH0;!d|`WvNCt
zqugzh;ak$)5x66E-b25p!&@BZm43)Sv2Fgps#<ub#(I2d93gIPbbUcciWTa&H>0wF
z^CUlc@C#vcUGK(^+F3kNp-rIZPTmLb3bT3gJ7)g?Q$6xBNY7FUEPsoNb`hidLVRV1
z$42A89t^%Q_+rLSv}>LqobhuY;JXpQ0~kaefB*m$^Rz}^8fnCco5P+1ux~N9@b@ly
z7XJK=*?*>5sUcj?XtfU<c(+B;yen@inWYvQOc?#+WZ|W6a!yaDPJ+II{hoXwb*AYO
zc+LxNBg7sck+d%gTe!)#k00q5fA9pz&#5%Ux$Zv+{0pS$Hg>i!y1#{d6%)bsq0;{V
zQf_W1_rdvB>0PalhqT)}8&3^e$}RjW;n;lLO6iU~`2gHhp69DKy9$ELyN0=&cZk~2
zC)c%I)*c_RkYqz1F!K@EW2ye=1HEGWO8AdIf&3pojD!RJ5{-WvSA}%89NWg<b@uk-
z_l$qt6s>k1r_FyEybWb9i<`p!1<>v_y-P+@HodA^M)H}iT;-Q&;9#8lboH;K{t|c+
ze*yRo*G<!zPPKOC?^M<A4kKxslFoX$B=CcrV>r!4Ogt+_(nod=F~neJ&qh}A>GvN9
zT|;@H-o2g8toBzcm1u5IqYgO8VVe4f_Ja5^s_M|mb2g)Kt=?yRF4oBuXmR`uIl<|J
zoc%^?%Bhw6x2EspeZ~iioTj0Pk1hJI^8WybK5_8P#E{>4bHcJj6cl1k0nZurr-qW&
zX0wtOw~`PM<74xQ2N)pxcl>MT>r#^UWg9c}+y)|*OH`#(nLnBI7r?ItXdW=vq@Tq1
zkEZCBas8rugo%u0asfth!ULYYdsi{=x8pXy@b^u>vC^)D7I)xz>SI<T9T`dJdFx#C
zB}R*Ks;+CA)5l_<p@Wwy>hEXr(VwWAb*<!j4aS$IgwsCFY_|G!?1WB)d1GUh&PY>$
zK_fWp&3G5W{{W8`J~Yzw6My5mbZtvXce&Idy0%q<{txbM>UNHYgPz9~^;9vGYC&?n
zK1#>pnCz1qhN~}Y8@~3F=5OU=>1B>}vPj;1+<9SIbwCE}a>0JQ;=I3B{>|}6fwf3{
zJ@F#rM}2De3td^Rl4iG*kj4l@V*r4DT;y)!itF~N#_M01;;bZ<RSK7nd&TMUN&ZJ^
z;Eg}T8eW+_w}^EZHCfW;PqW=c9>#bx@_B%9za4grR^Fd)Ev1FD6Wlf2(Z;Cv4g$2S
z00oE~0#7`8)8*xZIjYq5lGfiPYoC+R^MF>aM{eA4iuaEMAyI$`&02=o@x@5>5-1|w
zot1VgW5*PRGC0wCC+SyXv^;S@$dy!p3W~cOq2r1!1$f~_#~7>WXniwE;6og0amcSp
z_)Fk>zY}<Z6pdCmQ|6LW7-9#udR8?mC>lbWn<4mn@LyT++^HhR_ANU<J>0{Lf3iE8
z`m0dBw(!oE6{G|yRlp~<2P|vPo+<P@;f9Oc;<V3#z6S7hi`-sX4Nc)v(p>5dl^7W~
zQOEPHH^)9WlUBGks~}q#94v~*?=S%1`t=0;E5*g;e#cAQ{ztWg%YC!GtdVO{)U>-8
z&ZBLo+31!zD;h%z#@jo)<EcKKtLER19~s%Mt@O<>?-3BFqms>^*CxJZwlc0E>hJj<
zRfo%?O<gN5#828Y_LzBfPxwddQb-}TTsi}_q+&XsL0)z72f$Vq{yevz#8*YG+6dm}
z-A~N(zA%IO(MOW1_wLTAN7(!cA7cK@Hy`kTe$0B8jr9aXnrmyVX~T>I9B9i5pKp^t
z@G9y)E^6)Yzu<kIo2A%&rb(o;(c-g?B$IM&0oP;vq!mX5AMaP$U})2$%9_)u@mQ(W
z$5npMTW$Vl=f%H`j<sU<H{yLmR=Sn0CR>oEBQqWCA#dUt<8B8*Uf9?E8jwLgrSRWN
zU8I(f=&ujW#s=u09eF%g+B{AXN8N?KYR3$4`P!!FLVU1$*;)PT^=GzxV$=_Teh>H`
z!P<EdLp`cJ-<N<KDl0Z|{plQ&^sgV(e0gp00@f=rcpFmFo=D)gn3QQ@Cm<kf5>#Pv
z*X7T8`Ke2qO|X?Y(tNYr(fB9fn|~5~V9+<m9C6z_-cIA?+>t4KHad;lcr}CY@5T$^
zABa#(EaKT7%I+54KZwVbTzchr6`QiL8lI>7M*K|Ed_k&PTWQ+VI)$VlmPmwbizjvr
z26^@*SLNTt&06B)$NKfpnDNOa<gCR>L!HO2JJ$TRF~399J~w!<_{+!oFNUq3eWsf@
zy1QZ1%<Mk_$JMLK{0DT?YD08^Jh8q>q;5K&nThN<H4?d`ZM!|+$6E5}e+B$d>f2vb
zk}C*@sNq=tTkD1K_ND!?;5!+DGFV(*BpQ5A!FXa;XPA%n+^#)<rkbR=nE734a-t8}
ze(KGBGI&-i&I4RB$H@S>jkbgM*DK+@HYoMoG2^(KPj9qFziGEPc=Es&UvZq*n~HR+
z(`xoTY$R(?lG5n<$Ky7KCxv`anwFn+CA3$~iQ{JhT#_<z>x>-t$E{-gWYGL)phFt?
zh{@vZ8rCKeYkF<ICXIIwmf}2<zyszP9P(?y!_bXH<IbON_+#6xiJdz>M!Ww2!=o4W
zq`0%v{5zs)wx%<48U>Ic!A?B~wliNk_`Agu>X)k!y?g5@R4ff4ISK|b&rheNc3|?!
z;pXZ|+~&mQkgX49m6@M2ERhZB9DDZqdQ?7Ok}QMBuVYm8Jcr9AbZB^MMjFPwVP>9b
zGfx~|TBhbZm<%pDo_Gfw*I)2f`pZW6o#Bg}L4sPX@^5zNq~s|+z>t3mH+CiavF1MS
z@ZPba&86Dd=~rlDwTxS>yt$5K+4AjVY%n7n@z$&Ax?Q|F{im3a&1tF=Z!~hKbz7uD
z(Y`wtMPxX}b|rdH(Q=+FwS3Im`&3cfBu?N-CP0rkEyhUvtIVeGpN;<j;VimcI`uSr
zD3u!0;d4Ey&))_)8J}@ejxadw+;VB!!;Di`=1AuJMexH*@V&o@{OKc-$)Zb}WV`@_
za_IXRSDYN78~PR=_3L_Xg6!;CYl)*5`i;y!Mcw7X<*r6SJCi#=$QV#CF@f)lu>8jG
z#V9>>J_xh$)~Bs&hC59@>h@y!^5B7-uH)(l1M6RZ>DmpZg>LX^)>is_E_X6pL?aA+
zP6t1YOmL}a<ZUc--Z40jhkgTJ1NctUPDs>ToXv9}02h^xNk2h_{42R=9GdQoV+G3-
z%&9q5mo$t<uy$;fAB|tWxVF>dGF@FmZh&N&94%?gXUb<uWV;9`r|_(ckBI&pjFJ7L
zybkfi#C{x6a(PLvG<f7cbyx7JQG7=5+|7Y}Q~mgu59L+N!;p|@F?osH?jO#co;vX7
z+7Sk)8!=(XR>xmlQs-c)pQiDDsZaMu@}e*GN&e{mRp#9EqAyAsn8ub0GEN7-6_et<
zYf13`0EYEVM_s#$!$!5Xc`q(!ZK)hvPU26~@t_ZaziV%f7k?PF`TQfLT*(iCtY!W0
z+0IU<DzP48`o<U#iO`ka-@+^9Ux%L*2Zr^HQJ}hsG|P**e3rb?p6f7&I~%4KDn}Wv
z$U!A@j&g0=q3%Bo^ld9rlFBIE8r}xSk~*m;sr5PTY2F#}hlB2~lI8Wi4^6qw8JkYI
zvL~lsn6K$tbThH`SA={w1U?-^w*wnT%iLE5;eQ#}X}WY$>HajDIGBCwi!pg<ev%+o
z1Msd%MYeRtO4d3*7F}CuHZlvi1lF=Cjzn%j;{{LDWL6%v;&ZQB%?0Q7edV;OQ0f{r
z$DbJVGQ@EreQ-eUifSww^Y@Ot9|XD|{2|lN_N@<8g`?0fq&X;Yx(J;5sr}#3C!wty
z?JV6cv+(}_R(~Vy0N?1hS^of6I62y_=uQ}YThg^gHZOcB_=$PrKZW*^OsxJj@H~Uf
zg#Q4nnkd(6udmM*NBhZMCVX{!;7=QAeml2A8Mr3bT(wRz%0kG+f8HwJ_R!S0^+hRL
zMtv#cXzcGA9bVDaO($7}U(6i?V{$n68U1UAu-2_LSnoV149g~$CN)b5jLQ^o+Q<ty
zc@9D%9l)M&F@Q-FtXbsVF`cxZ5NjG1p=6r&fh?<g{g(21b3oDpOxCiG^==q92jy&j
zeV>RtMW^XD?)n5vt?COGkshgk3q@u^3@XJQeA$M7<)p2SNeM|@S|2)itKi<5;%Mc(
z@b&XvvW@%1K2_u%*EZvy`)d~EJxCSk)?O2}_=O^Bc5*|bU0d7;^)Y!mTSI8YvLubN
z7(ZMD``GAd=-#2J;{F==rST`=jpQ*U#M0VC*@b2$;`+wm<$vHLSE(a-l&$O!1&@ks
z;F?Gzx7OhK@~l+ibnDZC#2S30^Bw;Hg8u;ErLQ%dRz5P&zqDWjYYT`{>3#V-Tz(~u
zc%HZ6p9tRWeNVwYBk=5<=Fx5z_S}2nfx!O&fmHI9%zN&&@f-F=__)S>cf*lrck*)c
z*%>X{Kal=)@~zi`yay|PqWI?O$-n2GsiLqW>QT?~qm+Ed&=(&Be`MW7%$8n0)GSc)
zBR8sX`Ga3Mx5Ir3PGa%yhU5LaOO-$R4Hgy8p_kzw?4hIl*Iql-bpScow_~6C<!k4a
z_;sMg%)UC&@&5o!?Cu!;swvnmeH&}>1NK$;Zy=jS@O{UMFC*n1@JTSw(eOW7@Eb1-
z_#Vxa&*F=#=Klbmb~<YUeuaUe!FGG+h`->VUL>DSeLKMZ8?x|@osFVUs~*+*ApUG?
z&U8Nu*-Z+~qj(DYQdRr9hlu47LOsWrRR`p0@{5?{?)+KfABmc~+=ssLHlrha*AfCC
zkMZgGk@(lT=za(B2CZx))-`dZXz`Dl-@~y8lOBfdU9qVD0CRWJorQDA?0y_t>AH=)
z{w%zkUDg<dhegxQ_s?WFA1L<5eHXoZpN8(Nq1Pht*Tel9*G{>eWcyCBIcZA7qcTX-
zFbu$dbpoj*Qb-J$eiGknRyrleie`gNj_US1Jukx+e2Dij1*E|_Ju}pw;ytSGf*(w_
z@vK+cuCc1>%Mg2;OU1YH65X7U9PxbYSn%8w0FH1*DC=RK_u-i%ZxOxDl@j?{Y+vw?
z_<k&Wh^fWJ#y{F{e!D=fCr|MO&%s?D=U$RG@h*t4Y_PhpPGWEF%DMS+NXzu=kSW-A
zJ;M7=gHXQHybWt6bo*6ZLtVII{;+3q#>dsz7Cy`GUIFn-;*{PJ_&;@Lr`@gBiM&x4
z+Hdb5Z256Y!4*Rf@8m|m?5iHtHoFU!7sonZ#UG0L@5D`Ao%|i)V06t6)+NcEv$V1=
zc9FOq#0tmwP2k(9F7yuzY3dpD)myuQhlpi${{UFW`}jCf{2-ImjBCo0GjeSD8^H21
z&b}e>VYZJ`VT*k@xG-sP{{Rd~zsE5jef@YG4s;c?uL9Z;X&r*Sx!ZBAYj*-TBX8nR
z$0e9|3)8u&dsr89qVeVKmEs)*0}~6C`5Hy!`{4Bz#Qy-pL3mbe@edto*V3=vT_a80
ztJ^+flf^<!Y-x1Ql|DCk23T&E_BhZ?oX0Ris^A_Kv(z8ct$HWKkBFWd@nz(#sCbW9
zYhA@sIBqOLpwB>nWcu=RN_68{a@1EkaJahIDvG5Ew9lNhd4!@lqG=;wdE{kCIKlMB
zD_dUEbd3(>^*t9=U2e(G?`?0P@@0*VN15`Ht_K+-rw0}CILx+muR2=C@;_zCIIe~*
zDmbrpdwD<WvDf%5Us%=bVv^v+_PLf8oGEi2=D}<Zr=0!<o8Vn@P|`IkO<PQ6it@{B
zkxHlth>zmI7$f=Sya=eqYn^HRdLMsMtw~X8gIv#VU&r!3-0;`HT?66&0K;8lO7ZpB
z)@)l=TdO&(<ak_>7*qoXD$VmL8O9G<!uUb)her5`;9XM3;wHFWYa6xHBDccD=SGKq
zz(@Men<HnYE9vm_py^69QeAcY&&cx%S)Dv&XO5JmrIV(=2V{+%L*w^}d`Iy^!*+fR
z(XO>03|q?*-y{)|`DH50BXXc1IUMy|*R^~$)BGuKqRl^qZLQ$a?&UK%w#ZkM{q7G!
zI2h?&5v5wA_L8fj+S?u;BN>9i)0Q5V7gn`%_>=On`P&_+$l|zId|9hZMs8t?=@=i*
zzN=I7-OogZ+zfGCb*8PV+z<w*0rvTG`cf{(c^pbHT&m5hgaB$G5Bo5!MaN^bjRzc8
z1$7p+aJySoe0nd*pUR7s%j9|*slYpNUS$rQs7WHk_wq`AyXF)9X>%piIbUPe^qUve
zFQK-FYe^$*0CQV^0K6z0SXOz_<cw~0jN~sJ3xD<Nnx$nGWN%K7Gt~Mkz<M3GgER!T
zhaPcV_Y)jvrE)(JJbi7U=@Z2Sn<9xzGn0btj{e!NCUv`>lqq&Iz9M`?hTh*&x@QWo
zt`SM>4j1z|KZSgY@dx6gUgim8z`v9%YurSGsrutT@G9rlTAfggVsxG|@r3qPaoH@a
z_Yvkvo4ZW^06U+}vG`X9CHMB1iWJI0^H{m`$sGRxI`~{nr7E(N&(ZL7p-zl>Okal=
zhg$fnXM1@YOBIoO!yAl-WEoI>vx@HgFX1~|8?8!s-#4uj2-iJ`!RcDYq-6yds})k~
zbHY4f@f%UT_>R6Iy#D}6Xm8f%$#QnENds*9U}CnsZScn6d?LE>O3JS;pR7p*#9cPT
zzyQP4?i`Op?O#WPbmMAkbLTOf?mYbuyf3~h{4xEfJR@TN0Pv8FHRGI0Y}(}@k}39Q
zVG<3lKyES5J-M&WFADgxPqp|<;(ZEhU$kCcU%@0U!z!3e6YO|DnXgKvY162q%XQrG
z=uuHpt4gDcyqWj>-vr*qHEkQlch=CaF@l@aeK6a9O8oH9^$l-H0kqv)QPX>mvfarL
z{{Y8Gs`|w^y;0Q}<M&lt_1E)0v+<AY>#pBlPjY-wZ+Rq*y_#!w+)u7l*Ux%?#ZQVh
zafi0?9<6b1yzaSCIsxuoPxGf5^iw9ZvGvz1+J7bfN2`yAzBTZz;_4IX*7}X6pB%R)
zHksIxk+D(pF7BI#0sboB^#1_b6UI^ATE(j^o}mYtf=5`|8I^YokW}M1&jeufuBv#7
zQhT07Of7pmqvp+O?XR^Pi<kTI$j;wVb5eM^(RAH=Q?!h+NG@fKP7mD-ar$DtA2fMB
zrLP0&accU?ML8zla+i-d56=MmR%_35rrj@>D@P}mBW6LjqL1^Mgx2h<Gt_*0;s`uJ
zuG?AKkk%SpMg-VCQz850dkh8qE0XZbL{>a<0{}<kUS=Ysp69iLr5LNDte?WSz8Uc~
zrG~8oTRXHe@q_X)1QB0F{CfCzb*W9K>o!*HJKCoC7BwtHc*y((eC;fEwoVh#pGxp*
zn^TV6PQ%9DEO~qze}88n%nV`Uu?h}7`s47gnl#^u(%9%a?u&lxW4c|?x&8;n2tQB<
z<y^7A)Qw2Xbk5JM(v)Q#nmmJCkNZnfxw$GMl1FAc1_vk7tOea6IPYIq3Cf&ON6J*E
z8nSJppOekAZ=3%BtZPqL3k-N1kU`Em8tSK4+G!+t^{D$TV#=$j88+=FelRiDKDBE?
z(boEH?n(zg>f;#i(yCIWO<j>rHLB>3y1Xaxdrk3IfIJy@Dc^hM$2Ic7A2GZEm6-Y$
zaJcp)_OCVgOQb`k_$C0LEK<)bin!=EZT)tW_}0|wb1R&+sPape=e1n?T()2M_S0vV
zwq#(x<6If?I+*tl_P7<lIyt?W)LndD)CwOa#@-Xyvlgys$z>`9$CiDg&+A7x{hB7Y
z_?hAfBrMmP7yGfIf&8kBkXtrz8Nc2bquK|v8GGZ6X7m+pLTJ~%&JX8QE-h1c%YZ(#
zb0Fn2Zscp6w357y>mel7&#|X|e;PTE`Ak-aa`4}VD`3SOf55n<%sx{TEXbe(k?2Pi
zr#;WgLLmIHM=<$JW@G2al^NVR4{=vFOXeUON6b0_>r0q9PuYln)W`nn{{Si>{{T}T
z`>Xt`BSBlWQP(xAFAiw;+NPsA+gMq`_Y=&=0TDqY{z8C0F#iC8hWtW(TT$?*!pkd}
z5-ZH>I?#cJL<rkpM)X#F&CmB1zFG0dh;BYLc-zK55p}6`Ejrs)x)zaXHf2r3@Wb-k
z!55|g%buAv$zL$TV496r?>>wAviXiQD&jr`q0;I87x+wJOMOabS#gGywNw89pn!S&
zE5yDV{7CSZ_U!s5x#1}6wLd==qUogjxgR8j$szHRoM7X(6^17^tA~o5aMF}}ryujN
zRB$n<`CUYxo&NyH`ddNpU%{P1L2YN^O-D~XJjT_xsW|T&t}#?@JQHJh{uw$2m9B~6
z8{%h%*79Ak$r7gbjz#_;!wZaL76-L>`A-#5&G9nA)1xHgyV0fdOzOquQ^HeKB_z|^
zzub4)r|h?+*u!ssqHEfgpEbgR74DaGA&%hVugW&=_9N+6d<)|1KMTWmpx<eCRu;1<
zH=Y^1Vy_YYDQzUq4i6(~$I`yq%<**UdE~l%=Y~9CWu<FAFT78*1{U}Cc99o~O#G#a
zs+Iuc931x*qw(j#y1nOw(&9<Si##&lzR~<k0NH<H{d}pw;qlOef^m>@#R=#px}1l^
z!{bXk$sn3fwraW<`*PX+<2ATBHx_dJ=3I4&vPMn~R`3Up@BD4yxqLmUs>9>I3!`3X
zQ@2aF6>{+@{v~wD1N<t|4u>zTYWilq28H5nt2T|S-6UF!f5MF8%9rSVb#K6WRyU2U
zY;APCN*yc+^gj_oy2YGhfopK2CB$RUWtG6CZ9}Go--ovMcMYz1QfuY&>~4O{_R|~-
zgjonc%un1_=Wk4vC!nu8xABGTzl@h$j@-)}vPT`-qHbpMVfldkP_XwEEg`0TB;OC`
zx}IA*`|q$^Se02-6MM;yp&K|*csa*HE6(-5h>>4iS$&sWy1Kf#jUjKcA%qY(8;h<<
z>C%%Qnb3H$-%jxV0Eq0M)8SiXl*c5&q%yYPNmkr>2ZPhp_BG`{@SJIvGr5mU)TF%M
z{=QPuIAtUpkNfC$#Yi0swy6IA6})d{prb67nzhE(f^!2EE?5HH82sJ&>59?#M-AQg
z#OLvR?zXm?uBCM|K_s6vTM&@XjyT7^BQ;5jsnNcV@dhxbQSer^cDVllT=p@{Py7fb
z>iR>&H_fX-e?7&<rjkc}JQ2O7rtza9wiJchK;w=*DRWq^Q{?@7NYrj)VRzuoShsI8
zN@M)N{#EvTUBBXK;vw|bKl@cKWE`jG&DVkCl6?OF!WpW8-)@lq0MSK$g*36o(TR1R
z5l6kYu62MiPe4C+$)$1fp9Wa?4H6(=@E)}+-ue@f`ilGE)NRl9w}~75?PZ7ZK}zAu
zd{3eHTf~-^2yDI`c!3=B`#z8&KcAFMeT}PL8!bNOaeJ;vA&KPMCbw{NwMpzpr9NTu
zpFL=P0QiTjV&dE3_PT>43yD=h1aZ~E;<s<UCh8VH6XMX}5=?I`?dDlzkjP!6ggF^G
zEra<AT-FyUm*R~F#9kGa*?eQAYMNX#WJ7U$%J8!)mMR%~HUS_KGlPoI_}{8asQeP~
zZN%kLSan?`z>fn5bE!Oc!8J+U*erSOf#Xjtbz9j2THEU~{{UgfG=DFXZlipz52<1X
zO?l<7iYzScblo2I)6KZGmf}eS`_KaKxh0L19Q?e0N}^HjQFwDz8ePt>ZDFVCFeqz@
z7T)?f3^9R#00eNV6?pWoJJ9uOS+u*OWYS1x4+F;Xq<b(^b{hb&A+ggu)D(ILg*;b2
zhA;d<akeW6?InAyJ&0(fh(_B{)bLob9G*ZP_2gbH_=N@DgL~naE#wzc+`_ZZ679G0
zfechJIV9}^9>$+hT<7g1)-_vwD^6&-%O0Xse;6dkYY-ij7IFupS3{!ss@lg<*Su3I
zMz;ENpurOT(qW82ZiCn6-qorzJ@>+T-mBr8#`u5m_S!99#f=}@wY_fb_FGyp8EGYx
zuw0%8B=9;{5#U?>Q&0GJr}%Qsg{HOR3x~VZt`&fpt-;GPvFV;b$-oLp>P=UuY<8Xs
z_#<KQ6U0|~w~Ty6H;QzPIsCu2UY3f;xayYn;QYfqH+AcZ*wFqacxS<{4VIT{KZ$iM
zIYf5x#E0y5j(T}u{{XCz{{YWM<o^H&0;0oSXQcRx;E#bLw1Q1iDYX46B@Y&fr3H>j
z{S2-KSN+w;)~V^bAB%i@Do^4&kL(L+zID;`#q;$U!T$iBjnW`}>Mdf9Q&91DhO~R9
z(mXTp{{TU?j0`-Nka_MscQMJ$dTy!U-A}_hX_7rl!~O)e3y9^u2|d<5OEw06l|t0`
z+v8V+^joHTn+cOZ)utQP)+qd#A0y^nq+{DXexszH9kh7$jZR&@KmP!PrsbOeMptI<
zL5>I3rl%}pd2C!RrKaa8@c!q{(;@SWiFBx9Xv-d0HaQ(TcdlzpTfGg$5HlpOx9=8z
zn4eHF*V~@e@i^=}dEBYJAKZT7!+D>#!>CnPlyvj*KEVB+{{UzCek*A=y2Z}17LB7>
z%F)Q%e8~$1-cAX^s03u6T0dePJ5ttse$v|A`8E;4=K2|A3FpM>S71!#xyE?o130X*
z`gE#Kl5lU&vD?I$oK_NotwOqj?PYhbN2&Ht!rzB2;2AELP1fH30K)e$LnW1@m~#}E
zCP@R13cf)YuE)dr9hZglI}IOAhwS=&j0taV7UJ6@QH2>KlgFvAsf8F*i{w`PkH&F$
z%GkGhlIFAB+W!DPr{P;_H&<Bmr;=Z0V~Ua+bmQk*^nIb_s$#>qo;Wpr-Wa&cik@=0
zJd4_Xseb~5j`HCX`=UdNp4KS%!!1uZ`3d8>xMtk)$nJZyl50m#vo}%=r0p2VTygjl
z%}=!RAG0pl$neIJL^C4+nH=YDJ%xIYf_@!o+QinywcBiM-eGUu$S`_f{J;41XYHfa
zmZ?jz-2Tt^8l*aP^y;o-b>ncyYytlOvuD0NE4A?^v7r1k@JHFAxr9v7<sr3iHfag<
zE5Q1bUVUo3&dBSfPTQU{@w3NKw9?o;&}&O$n~4G8oBN~G*MNLf@fFUabk@+Q`(*5P
z+s1MsUgV$ee=n_b!aUoZE!gDs4-rkTYxf$1e6g-$fjaFKH-h{=buDJgPmA}1%pPMX
z&g>kw^cB-&m64xaPhN_|+TB>qAo;wAX6v3BH9!4o=zcqRX5-<VpM<WRnpTp`rPN^Z
z3Z2D3_EyLI2EIEVgP*l>hRpk{uNw)`<euyDDd_ssN8)A***|5J?Cp><{cFhd--^~x
z;;XsC6BJgHl_#ST00a5d(7{#Z_o8iE8B0|e9QTesFKQZxhxLC8qJd>|dY2Bw@)-*Z
z0q>rEmFE{uZm#B+`|exwIj^vzhNVu@wx`Bc#MP^K-$FY*Lgvy&^1f)>@5XvIIv=fS
z=-w37yhN92r0Mq>gtqWC#LI0Na~x}cT!GkRS4-uVjN)9-)bt%E#L-@8Hj(U#Qxf@d
zv}6)J19~6lUQMRm-DtOqac<jKa8<ci9m5XdxN2qaljer!qenEHS0zQE^kuh>^z`s0
z&X{Gz(OrtH4^Q$<d7hJfXW~f5*_cClkDAg$^L<eN01*9a%AOHIT+&S*-8^@+hb$Uo
z^Ibx}y}2%8T(j&MYysQWlvtRYtb^F8u826nrgK${>P4lyIP1My+Vf7gxPl3yy@Zv#
zxVV_gWyl*HK>#4m;6NSMo@#l#Eq$i7-Qrv;N40}t&h}D!0y=@uC$)RAuL)YxK3-UQ
zwEifVx`VCdkeXL^x)KFOeEjj?lleA2x%Q~$k|u?rGHzx$2a<E@YgH|FGI3VlQMx_j
zLvo70#C9LXsK=Ptk@B!Vk)=|fI%p`>bmpH!^$C1or&;(5Ox2Wm(Zi;!gm6hK5L_O4
zInU=`HFytN8ppw%K3!_|9Xmym@!*!}n6tPTW`$I9%M+8>3iukhM^3YYKR}~eHE8pu
zcn^rRr`0t}+u7JO_cJ`s2V%@gucYks{{RAfZPf>a?d)x|h^=8CXVqY{0$Dbm*!!#X
z>t5wNRB5EA29e~{!pft(CYwG0SV5=0VAEU9=ia)%ir)z}PlWy?lEBOM>tacUc!3^b
z{SQOOO7tO8o*`bFJog%ycWQ{`H7HfA<^J@nsK1!3<iBa=S*ANuKe->jt#n45mZvnT
z!dfG-@Q#Z$=Cx~QY`dhEMT~o7_53>i6-UCpF>em*T6NymCM$%RO`UdwlD~+or3p8#
z#;~af#oK;|*7iDGzL#NdWp0>)-2`Yohp)No_|@A>t8GHc-tO9TmfqqumL~O983*z;
z)TENJ<~X~y%8d~2f~~s8&Rai$r_P1Q$_%5XG4vH}qm2Im82pVsbR3M$amm8|b$`f=
z{{R>1OWGm(He{HAY?ZAE78T&J&(e=*gW0npNJnMGUvDEnc>e(3H2KhbKO+`PX0298
z^TRRxDf>ho&&a}(%+{ovJLB>+y`cS>ine4*oPQAhVzhTgWlRj6!?(Rpv=_5KTK@pI
z>|oX`^mm(Xp>b^2F~x)PMukHh;~W+oR(6#pxc)HIlIjIr2`z2@!#32*NW=Gwo!hv;
z>Hy?pHKLPsIabMi{{S-{RH^el+wZr?`P=>q72{^K_+O;>7S7<qed5dIj(vv=wos8I
z&Fl%-KRWqS_P+R;aq&~)?}{$;-!kJ)(unZhoY5W?Lm#xv54qkm=tXPQK|NW`Ida9#
ztr6qN;w>&^)Gj5~?X*iqwS6|h6^ERtNG4SSpkc;N4;AGauZH08Ux}w}c2vI`e$fn8
z;GZy)^6$tP3+dkjwPTCQsMm~nle%f?ZGCQ<`^<3pg<3Oni(2%5(mn6scfoxTbxHhT
ztFV(u(W6k;Qx@AZ1<wk3Jx5Nw0o2uhhkqI-kHYVz>Ni(6nsuGP`y9ak0Hs?xf>UxF
zd65uE^<T=rJK`J$cR$@i?t|6xzj^sR6_=tulLMGxCucOHKTSP%cloo_pz-FD;;mlh
zS#+HX#u42Z{JS6R1cLs~A@d?elI+Bp+*qkRkTbxmn&QH~3bwqLONI4WkuB_?xQS$B
zxtM_;P<~}6cedK__;-jsjb)YKaF%z~-v0nL&r>kKCr|5Ds$crqBdO55RiJ!A(|@sT
zHJSd`10O3!@r+rTH&RFLF4Tqu5Jp2cPW4Lj;m)2cbe#iQw1Yv`Y|vZjx~16j^vy{>
z=Y;LmOCEW{202q-xhtf(w>~3DGQWa;Cr$9@#n=85@k}iqm3;n9-L1h4pttdYI5_GU
zbs6Ya0*8zK7wKLg(QmYAzSp66io|Xfchec(&A)}Bkn<!BkA6B}j8nDA*vaw#0D%XF
z<na_bQ|#7s5}L-5dcS&0O#JEY06dRs<Mf}1nw6cExBMhA6RCJzzQL%bcX|4J!()(t
zi9jKN_N!iGo>!`B&8TVdY2$*ACFQ4KvB46@_;dLR=R8><(QYp-41hh9>|&8m2da`i
zn0amZ(qcM~2>5lpN#IRM;4YU}H>*5t89R_hFu2G2ME+I1@JC#<vhe=^*`{dHMdOzH
z+<%EQbPlI6@b5#DTKI)&VXNKAZW=;uu66>mOot^&AYkJ^l}+)##L{W{){SqZkeBw7
zE&CXUNi*^f%Q^bia#{{DH@|2P2&aYoO!}>=FW7YlDEmfMIq|rW?7)-t&3nrHKeqVq
z`#EabmYs<&uB?|(v`*`B2_=*3_t){PxwSUsx;#_h?}~KK5O|}(o*WY$ligk$$dWcf
z5=fW@2LrJpxgUXT93K$8C4akQpV}f9Q`BWh{-(7=Xnob;D0H6;=@ICbcgrGa_=x$h
zx<Q^matB;uyz<vu({z6lc%Ey!n_Vs&tx`pSW{^f7%T-3fILYZ*xawaq>+$N=n}#kU
z{{X(L%_H%Sgn#Barl0$JkNjzJkC>n0#jdHYO#^9KeU`AR5}S6G^T>NEg<?dj$j<~G
zJFYrXFN}0N5BQyF$Nt{q{{R{}M|05hy-Ul{?2`WgP`94>VMU%*J44BVxPjZ8*POqM
zbUbmbY5xHD7a#c3u{S*y?@+RmHdeTSm4Q|Ti3A=9>0V_gjWi|et?B;&_!OVxPQi0C
z#hw-L?}g#N)^u%EW$_)Iub8&C3eqY-0~7P`KnjhIrYnQi<QIPxHR%wGi(8Kje6Jh)
ztgMp&N2u?bEEh0-B79%)-m&nfTG4H_^w;&RTJp~4%dxd}jx~k8?(AT3p8VI0czaEF
zd^pppGdiG1(;s=s3W_~RV@*VdE1vWFH+WVpW5Yfr@wbSgTi1<R%FSfuS8C;ok6e(y
zf%UIL@urGC1^&-bSUazor`an_{{T%dB<CLg06P=(TCK;jK2!eygr3gU`dd?TaAtz$
zK+LwWFboO%kIx>N9V-*Vwh`&5e%3jhth?K@aC4tddipkdQ?VC1zb<W3&&;+G8_%>E
z1d~U#1`v#OJ$U@O*P_Sv8$S&RElXuoH<u%B<a3{6PQZCTgxC99N6_@S8!LILZ;?;&
z?IBbjZOqO1R$hauHjArW-0uN2u`|MR$C)FLq<sNn_*Ee@=#4sCj~skjztVg>5xj_2
z#yf@?iqhUN1IojpB!jhjXOqxXKZEyh_%Gq4liu7ljmEsj;_`L>0A67J2$cT-4&lo;
zU_k14t6x%it)c6l71uN`2KbW4PttTN&2=G?TU%DMz<Ze(p)(h53Emx9{{V+_^ai-A
zdu?~)W|r~V$q$8m1*EpezX(Eu(`<Zhl2iTF<ma3UACPsq?mj5^)2DbwCWFM@G_&x~
zagpJ_1)#XSk&kIENF=v!ly&c1cffxQ_&?zl)#TFYQ7*4;GMbjE0hB8eLmo~aX<wB(
zb6K@wxr?%RviWrRHGLQ1C9acV!*SQVeJE+99h>*;T>cAPF17Kp>&5LS{36;V$BJ4u
zA+-zOmfCDB?<|}jpgF1Ea=j0oe0lME#=7)ZHW1qB_p!3F?9lXJB7A}{7=_^b3iQo-
z>&G{Y*BY;nEOcvS9NGA9P4f|byuhPBUTMlIO2bXAr^?rt)|z&kq>G7~TghYdgG&)l
zEN5wni9ay}H$AWcuKIgBOCJ<PV`gO6u4ifPBcD};U}tiU(!!+h3*Zs%2=8AJjj2}x
z=BiS2i`k}?uhHrFz0ah}YsxiYQjJbYE{|LP09}t@{gM1_;ok@N^GSVcOlyO3>m7~i
zF4we}<#WLSkcPp}pg7{ZOThZHI&au6KF+cwtkKA^+yLJwV8I-B9AN%6npH40RGPAV
z{{XH18TyneVR)M_X+M2*PTKyc{fM#GwB18gywh#3t?n=EcKxQ_IRTO#!z;LU&3Pxn
z88ppr#!&d%Nbrr#ulyz2K)KX4nC}By$2@Ph$T1#69A|jzx2AJnNeZr_ZG1M<f5iNs
z6@yq<a?0wWc9M4aTU-7XKO&&IPB5$Z)jN0>Bln-7t*&vSW-Ep`+N)7ppd4@g4Ncir
zG$Fc}W9Cpkf|lOZ7_ZHN^fbAO<uvSXhnS{GQ|0M|%}ZmWiKak>osUhioYXlYk~@zI
z_`&prGAuUoA?M3j_MV&^0s;JU^rv`xz&F>0TILBLgZL$xmNoo$5ud`am6@zbyhq|I
zy?Z5Ykj_W&t2?O2ZZ<E}^In(X{{RKuTZIQxhC3hzW7F-TGB+LAsr<=5jbqA-=00tk
z!I%1-=h&<ul+AG1aR@TcG4w1t52byzr|CMCzMC)hWw6n$RX=%ojL#tVYyv)j3TfMN
zT(7a^-v)jM*!(k&Enmd%99O|ak=W#KTyhHzz;(w`c{sooZ{n_<H-o%3%Ph<_YvkU+
z-!dd5;AEfTJ%_G)3a24*-&2J6o#V)UB2B7EI1chm4xblYkwi#y{{R9mN8w&`;f+I0
z^R<m%QFn6;P}@PYg^J!YD((ZjHqdK>7{7O>{SR9%mn~&&x}F)U_(xLF<JC0_n<;HA
zqo3@czsP*X`L^KlMl<?XP4Sb&Qh1}r)4^>!KARrWk*kuV<L`ZNaa&;LQgBk9h*-$e
zgxqQB*~Do!Z*?Lnp>|>bRT(6cfB^1m>c81f;9QL@zl?QjT)`R6nFNEG8#wdG^c?N=
zJoXjYDviAk1!yf#Lj9lq5Xtb*!zNqEO6!`A*=~r&VNgCuf%eHK{iE$(=^m4uNJigc
zYdeuA%+Hy=JO0czel@kZ*E}_C9gm2YGD&S12^H_J9TrbQIBtiYYv}99aCRu?pvQAp
z8My4p<?=r!ZY`v<x_G5VhG>|pD*~*H4hSQtAlHBUKwVj0d}8rU#-3H}q`s34AKhjc
zS7G&F)z=wwBPSIWVd=gwzlI=}C2!#z0de=o(Z@fYYX%i*iX!q!tYu0Pcal0O*QpI7
zCVJ0;JU4&wC+$(_c2dnfynbwuw2D4lfx$S>C#8Gu?3>^TbZ-VvtxXw8byo`xM?Okt
zpQAB9kgg|67railiJW4TwP(yeCio-b?JnrB@W!d-6P&HH5TA$`#eR>)qq?Bv^Ib5h
zC@Ws)4C5KQ+Q;PW)}JghGBPsGr)$JihRF8on*B!Bd<Ugn>Je%eT1AD`^k*^L%WRD*
zp4ehDn%P&kLnlQao?aL6BhTP>@cTIl1=+ica3w=B?O~q8;C{9Dz2<|bEv(k>q}iK!
zSUj;cvTSx88HO-Vxvn~@6(*`BW_Ho5I#Bj+RD7H8qvHVZOlM8htrp`;citzr0d6gy
zuH<plXZTP509w84#-9uPHRAhLj%_vzJD|H`yRwKz>FJOL7<(VmxvEfwP0s3g$y0Vm
zf&5DGRkx0{1=F8hk5tl&?n{_s5ziKTvJRzt<E{@wSspI<M{(etN;&mwd2TeskRP<!
zlA=Y=K;OXF?0*c^Ql}bU4&$j>RkzslzldG~yzm~duuXGqsas7F+*{w-KKN&ix;mfG
zgV5IRiCV(mIiu62n^VwRk>?=$O`Ci4=hW~UCpG9&sVBatmsXS(t3%Ih<}Ef&PP%lF
zESFIuOJt6y)1sY<%ns0fGlPu!A4=(Zs~mB>UZ>dK2jna8!^7Tj`TUk6Ki%^mZ|RDu
z@OM{(TKI3IG)y;INA@|Co>kNQK~wnG1g@p2+N{;l+sSiozk97#+aFLf^`IFeT|nP;
zbNSRPKo|_G`A{Jwk(hjn0jQa{<nH`v5Z01z?4W<Unub;@$O@m1Y1~7aSrv2F{sIM3
zk(l*-{xrZzucTJxm*@bh(r*6%XY-~olKMvKGAgv*W;+k~6#zYM51SrPec|8SRUND*
zOt|~Q`O}D8{VDyZJ~&(a5%^gx>`oiR8mIhA^oTpO?6@!f>I1l+U8B8xx&HtKCh=8>
z@t1(~YuWsWtu(uv=3&WWBLoTUpD%-6tvKIP#gwdk*JlJ)a$IcJG<n^Q;~dkyyvqLo
z#gQTaPII1m*IVEd@oUGL94Vz(9ZN=18a-RYws!Hvia)zFgL99jYtF>wl<`yNa%uS;
z6mgQH9!^x(naJJvCdX9WF!5%DWpkHF7!l8Gk~8^N)E*r0uZ^xOV_i$)zl3zhQIE6Q
z=uun+_TK2A;<-Pvv5|h}Hfeu`FZ49}&K6%D8ZYMm0L<{ehu;YN?OGenLr}8SEv?_o
zSZo<uGQ${W!8s!X+P%+R_$R4&kwAyy$A=}mU+-uzT0U{wNbue3#>}{TGR!GDUteiI
z?xlZQG<RV$EFKn0al$M2yLS8Taax6pe-M0WZ>7g!eXHmi0C{y!?6M4o?nEevyn;+<
zOC7l&vW!+u*X+;Z9|1y>+3K@dtSntMEe=MxwkP}2L=Tvxo=XhZp~HMHhT-~c#$5F!
zyZ-<#$0lW()yyZVv{uOK;M6sr38B#>b@BfIhAx$a0(k!b(zbz?iIDT=pyy%35Hh*J
z0~!yCT8jA^55$XDrj}4X!{S{%!H|_XRuT+vDsXnT8GWnlPa6G*d`IFdeS5>EJ4d<H
z<I>|Y*~@}&^z{BH{bqyJPt3T;=~cDw6<emThf;X#d_<>w8nu|&4x|T32W6WbSEK!L
zO-91zJZoF=HKdxxnW-$%%LVnkmUHds%6fzE$^1d}tS^mvZJhTLYr0fvX(LD*P_u{q
zR`d66A{~{wFziV6;%-vZ^Ph-Tt!H@*dyB@(6&pFoUI*ojeE_VzYgB9Xvu16^H7B0L
zob&qB7qPeD9b)52*&`J(DFjC6JB~OQsv3Ray$Z72M+%-8!)x>7zc>|WhIRfOvTbuz
zxz)8Dv(F=LcE(0~DvtOZ06+Tm(s*Y_y49=}*GP@5tkH2cp(6xvJAlXKkKFR#%9$5E
zU-mKhnEo5qyhY&2$lDFa_KmDr$Oy-5(f+D&>}$zPmj3_=d~u*_mNyZVu)1G7!mY93
zbFxpIkDnO?pK8W%>TL;YVLmu`HZOzUv<=Ul=h|qu7ef9CZOIIgxg@gV`=saaucH3|
zZLb8w<FAAM9`UV=YV+x?Ev^}P{mg>^ljsQ*Fnt+vj+aM)_><$eiS&6UO%ucx`oV3b
zF51Qdp-xL~+^2IBj+pLGrEy*x@Ey*-ro{%I3rlw8K3$nArLe^R0G`#SD>LRxLd@T^
zKg4~<efFAtbEMgy{ij~1XZtqTTbLr$bt`*osbTZXF2&?nz~)B-gkN^RqmW$3pZI^{
zN5uaC5UihK8corQ8;ABqkUakY+dgW=*Mht^YpYKUhl}iO&9K95x1HFYdBkYgA6y!n
zd6t`IZng2};$DY(_OnT(#XNs~290Lhax?z`JpBz`v-p3epR``wYPR~_qQ2>`G}*Vb
z832CvCsmP0Pn!e`^F@WJi4W}|@hr$QccrR#KiHOIANdNp>;C|OGhA9V#*22>L@0A>
zC(6VToT=!*`iibnd4$xyEZ;7Ze>SPBdHSu@zm*hl-Nwk-QZOQkM%BUYaJk~R`)>it
zzACZOR@LLVknbq!0m<MFKRR5ca~_NPF?cL^yW%H>ttOAmvD3F}H>87tu>Hk3^^}jw
zz2Ej*@ZGkF;lB}hivc0ju71I3DH#6%L$w4u{Tf2Y@TA{C#Pk0E+b_mbYn~?1{3C9}
zrN8`5wG1g`1e`=0+ZjCn0D8RIE6q#dhs2K)c(YHw`z-etk|n%`OelpuR95OSf!~VK
zG3sY29FC(F?8cC+3ytBSJEKPa@Ewrk<aW=cdIquJopV!-T74oRc%L%d>2f0E`r%3E
z=rQfys7I4W;>|-rj!QWMG&^>P*!<D^4^{N1c)mNUISsY&jU-Hsmr(f<=l=jfKY^$#
zbD4(ubq!d@Alqv!izK6_;G?JW{OZ1+98xp=(;$3p-GFj>6X`@i_kRaN4~*|2);w8v
zHLr!>B0FmfUM{sZUOcE*_+uU9JPz4CGW-kTc_X=7Z5}AEbyiUvnvK}RP^jtjMI97z
z$3B&^w^JLt=zTeB@nXUq9>(hK!EMFA?leCO*eA&t=m<g7`nlwumB4s=;x>oigqjZt
zTgl?T6P3=P;yaPGBPW6o{{RB#jxbN@O6a7GokPRg=ZLkW)I40$i08PCr_prOF80y#
zGjk{0MZp<H$>0(=#dZE1*8D@Qcy(d9k5AGpq;2o0Yab+Sp3z&V$sXhk`qawB9e#u2
zG}G*DPNNToye)4IVU8_A;jeGT)3<1iRkrl#03Maj>AoS*d^0(FkBj#DYveP1k3)>$
zg$g-lB!B<|BcK%wXz9FRs_D0O`=R)YX{Sg>-J43dAbuc>epQ0s7rZ+o8+#9pTK1tY
zXzaW#1jF(X{{UK7F2{;|QSi3A<1IbxtvqGn{dqru?WZX!usK!<CI}#b(Ysfm_{!^0
z)})T&+fs+cyGPvB{3-T1KL$V#<Y`zoK6%je{Z~Zs7LlZ1CN-<+1*l7Gxx0{@BPjJJ
z8TUT*zo=^x{{X^G1?H6h0Pv4^i%gYntz(7ce=2y+Rklm>V<VvKPg>-}VdIF0ERS0&
z%xdMhg<7A@cRv38j(kPpTXyjWf;H<I?IF<8DJ@cXLNp>qV#v+>SwAq(y?aN(KNeX0
zLim56__E44QMG$0rklyf%ODtd$^QUl!>{39bqqAH>PwpF_A`9emTAj1MMi6Oy7oU5
z;edA|A5l_U?mZQU;l*prd5R^gc+r3%*FRHJT0-M#V(Xqbspcv%F56qSN6tSwy{Fo=
z%&MiInwKH+np$14cTwhJ9@W?QPs3tK;xfig?#g);n~{8{P2hbp$~%Z!^4?3%>l%<h
zpHIrW?FUIqc2|LRwm4-y2c>1q7DuOeb5_!{`#8+HYFl7sQ$Ayp>yKY^RCFyiOO3DO
z;1CF4GvD962$y59m&FAvWV@EpLPyQLyBzLr%-@bGytW~tR8=ICxR&*%LGiEcd8=xA
z4wt9hOLo#~n#I(ub2|)`MNk!2&<)+aE4ux#J|128t4Z+s+QsHQyG-Y{0oW@_cD>l!
zZCM{7cs9mw6hp0Pv0O6w8fC@oVVj91j4NaD8-Nw-9}Rv3-Rd3y@zm`T$Ew?<yIHp?
zNLFT%N4o$A;414{R#6=ZIJV?@kHNnIua7<?Xj&!9`EXuOnOi)VkQaP=l~O+%^e=;c
z8Ncw)k9<9^7$jwa?L+bW4f40s<zrLiXykq6q-jvw+Q${VQNsjkBaIMXB7uOQdH@A!
z+CpJK3HgO&L00n6M+wDec;mzg;eQM2+SKuxAk(d6x@gy{1yXVNoDas0-GK1#+I!;T
zd@t~i*(@dh0E&lJSB}?jEd)S*@_)c^zUSJ$HSyQPT~FdBxv1)zp!0PL#@J=a+YBS5
zNWB$D`1+dZjXtc-Q|xhj4eZ879CQOY{{Z!x?K}tItDhBX7J7Z8W?PGimMGU9*yH-u
z%4!-R!Y*2~vi+Za0p0vh)`iW&J-&l#<Ly^C!G8Wyda)h<0EBbtUwe2X!8Tq4@ZE-o
zV;YDpBMQt0JjebgKIG*7Rm|q(Yov5Tw4D|kIAFH6g>CJjMT#h67*tgl3O#@o(nkQu
zDn4qGNF%W(Fb`2zL^3Wic%%kR)t3YjT2kBjooE@w>e_nwEHQ(O*2bx4xm&pWstdX1
zSC;IIM&=c7Shq09*#IwX#-`?$xzF8OtkAqtsFo=P*N#jwusw+GDQ0EefI&Xo(Q>TM
z74gUH_icM}bsr4P{hf9)O|I{k=!EwF0AaX2i0NL%xUOA>#Pwh(_KgQE&kgX;!YgkJ
z{2%e}jP==5O^57L=(1_Cu0_=BBY0*^^Z~Y<bq$`J*Kzw%T3_gYv$Sn-WMr_{wTP~5
zB>;m1M1(V+X+a==xKDcNqNO=5ZH`*9j8o;@`Oo%q@m0o|<3-UVlXae|3hiUU%&JPT
z`hZvQ9+k}eAGMO};+KXJGlpB#a(~%SSpI<5b!e_e-$ROveCZ?Xlc$zEupf;|*Rlr!
zI5Qa=jI1!Ae>3@4k<NPDgeOb?0Bf3>OTyRzf-`V7#K#BU{{XK?I~TJnHk1C}A4632
zDD{bE3uSX}7+<~TT08FgVTJ`YQvFBl{E1shPVL1(yHE^6MQs`Z_qH)7*S<emeDAoq
zJcl-$5FD}18>Kr}DC~L4F5W76%H%4^V*;FRCZxKR(l%@s+t+H2xu?z^%@riGfk$$G
z-l&b+F~|S{KIl+L{V3-SQa`c9=O!c1%)QU8RFZp}JE0>@DZ>J)sH6r5Bak@eoM!K0
zTy(kJ{?Wca(foJu`&#i1r*9qpnW0WJjW!FMc`f#Atdg)jL7Ak$JbbnDcZjuZCtB2e
z`<88P@uX=aR(2^AjO@%dj4$3|a(O2;^zgJ%^0IDB^&b^})laNV_IA9uyp29l4W<<U
z^v|cTs{a5DynW(bHaPT62f_M1;bY8K8XQ;CANUT!N8)PkPb%sqpT~<yA=>(6mZ;rY
zYguQ{{qn-Sp3_Tv=)-uU;ZKC2lNo24#cbc}wh~x=RMePqqsNot*M@Zof?jIT!cQBQ
zPq~Sgzfw(l&F6)F6<;ePz7e>yoq65i<ESx1>KWqNKRP*w%6ZO{@k>?k{okA5zlmBk
z_y<4PnxwMX%k)=qu>Lr${{RtqZpuqDZ=?95P=*yaTQ3@D>2nG69&#%({c%g0<FS>f
zd|J`Ge|0vI<821tO4X!My5dN}5_?D_L-P#uah!YCj{HIJUx;)Cg|&??G}Br_ZM7{9
zMY*+7Pema7r~Q`3ezbEA$93XOHuFKV8aBGmeWKkRx_+#z8A&}6m~gTV$D@08^E)3E
zYJL^7mLq*1h&(fLJd2xG%9PLWylwMF-NEceK{Rs;#(ul3T`jHtn|k5yt#?4qc=H#k
zpTuPSYc}6S)xINm(#uECt!LHsJLZng6^%)0Nnj%_j+_t)JaJIjX&qjR@Gj#}{hf7B
zimiQ{eLq~c(tf}qBr>}0X<75Y1(86<bDq`uZQ}m`+4oKOSNjL}tH3tN9o)8h4EJ|e
z1b?r+P$qf52Va-aD6Evd>l!%ebMhNc^Q|woqy}`|mF^ckzY5oaNtWHB+^?Llke*Q#
zeBCQ!1JZme@g9E<+s6pD5=)E?-b(Br?D>cJEoS%^RM&s9=S?qBOB1o2T1RUNtm+0>
z866Jx$2(Z_(w{RIDmo7uOaA}~wvTae^0m{l6`So2tsu|v^zYPTjx$ZuZZrwf6n!EM
zLQ9nM43J;_ksBjC#tszvfyQWV;mUm>`!DNId|&trsdy(>lg_w~2{fyX-FG1U+x{w5
zzM{M<_H*%d$HK3U*49^ht@QnMRSLP_O1UcEmPKPI^+wTs8MW}wPrHinX-Oc_wJRyE
zG|Rh~m-mk}VYaEy05JgYGIL(L@jJk=Xg?b@2qR%>W#fB4KF;J0A=IE5Qa#yo_03de
zbWEdWcwg-Y;%nP2FT{sWkfi#})|qYR=btFR#ADlV&(&(T#f>Ka0K|SB)L@p~t+j1F
zIK{=1jzNvtqjc_9Eg%Q5bqDU6r?rrgz<fFIy_MI8W0O+U@8OE&<Ph0u_X}^)P99lE
z<%<Esaf;@2e-K<jr%7VA)3vKROBa_Lu?%ySJ9*%f`e&tNYDMCKCx^8wEpJD<lkEt~
zlSs$?ZtU>Gq2LgB!Sw4=YL+q!s4jIVzRkI}Tj{Dt+Ad_q)yfR)PzmeLB=w{R&_4?N
z&l72OVH!xM(j~Z-*oQwPZ4ycp`i1$2KDB4zCx-P49}nHyx67zc8It*w;bB=YOlQ!Q
zP`K>5_N}9}nTy=qyVHNPwXYF)meM7YQ<4jP7fOr|zjttUDFgkLXK%v0e}<YkZyM>U
z#btxTwvy|245Q_1$-#=)f520F5BG&PE>sCzcgJl?*Wlm4JMAw_lrPz=(?hXk;JX}&
z9D9@IH~a`!j{eo2Fim^LT0e%?UD|GpO~u~PoWB{*zHp=c(^<iDJxi0aIG=|w_;<s$
zHiml*OYO1515afXfU)nEPQQpX(3{<ET?Qnw@b~t762-Xz)DqhEMgICn)C$UZh7OzM
zm1w8xR4}-itEz6^hBu2md8S>=(c25F1}7@lE|^pF7&!bms`7Zd#Me;IY5xET3)w*s
zB<cFKw0A_H?iy8gC)+;Y`gKNesJWo-jJX_Lq^!?8@jdpnaSqw$y1KSJsg7?tGCg|n
zR<%?{nlvp7&o|BHMGC_o*J$HD)hug6E5UyXyhY>P3&t9zg>Ck@yft9DmY|ApAb`HY
z$T9O3IbuBlBc*<&f5ANd1;OC|0NM8c08rNS^B$w)X(X2AE*Izf2G))k$n+{*@&4GX
z`K;_~%XEHV=q2uLZ8VEXjis|jvtQgVV0tL^ILG<Tb-p<8E$6^5i+cY6hdf1XkL-ya
zSQXdgx<Y?&<JC&-{Y7k@%o?%jz6P{SFG_+)VYkxs=zes#zsA6N7YK3YIUmN{c2%zl
zy730T@ef*#-JPy(BsoY6Vi*_u&D()TFs%BX@#0U39ted@*GsH;;`C%c`eC%UTz}I-
zGmm8z$ap`){vOeMsZG6~i1h_KTU6KX8XZ0+?y$nYJj8#pIj3>*n;KunO&;C6%|GD3
zhb2+cOS$H~Z^w5B@~?jIeUFW`T{0o2-*}nrF@=l6ULUj3EWq>^7hgLMeYHE4Z4V)b
z_PEz{rXShg4=gmO*Mt3;q!_^-goPFEcUnJ<G_@}!?3T_3bF6$uh`-{I!?b-U1Ijed
z+jmcyLTg$~+C-V<))EvSe2j|dd`WHbXI8h9`!?rKxQ_=dYp+;d{*puu77LuuiF{@7
z`{Ps!zuFdyr~{jO>sb|UAb!Wxk5FrX@dv{n9A0^s8k^{HT&_unQ_~<Dy@Zi3>%}fo
zxsmmc>=W?=Rq%g}wJ(NR?BT672&B}s)1Q!BCOqLE`!XgZ$7V;bk-irA&s*@%#7_vr
zYYg_jCA8Kp&Yfd!?R5>qmkP-nWr~JYDn@aG(~9P+8%48d%R`y7k7m&%3amf8YK5(&
z-e6?9BX>X$kLO-nJ(P6tTZYHW8hZ}3x>Pq&>}h5U2eAJD3d@+)Bd74~fRbcE^ZJ6L
z{41vLptiVZiC}$7w>^8-a*<r8ruaiaN$ulP9z9MlYq9W*2-c_(a64dDcVtNDG;JCk
zsv}Gh-yLhB(d|r2y}FvDV*HIwHq^$ch1vkd+P7}v90sjXo4CJc^%(pr$z>`J<xaqH
z{x0zBdd<WFL73uG$84YSE2X+s*hv{QSP{l}OTw{fe`rKNitoIPedFt0U92q}g}=Q(
z&pp2QduylaR}T~_u};QNp?VT>e_Z}`={J_EEJ2%{y(zr`KIS%#(obm|a%ap@x90DT
zhONKIL0;7*Y8sA-Z>njRHaD=X#ii6w1kpD~Mg>?Oz?#vEYev5|X`&Cz&x}6=uD%y|
z&hJZgX>Az!)^|An09^?uY5xFtebeqM?;nmI4Pf|-;TDZzR@AIXp3(8i<L6BJF#SNS
zIhfK<bLGF-!$Y+H0EEL^`&3}wMQD=R799rsIUfH2ckm{?i{amfQ^1xwd&d%s#A3y;
z2JX32>_NxnS-B}1ZK3WEL*^jJ`Kr#9aTWcnS1=sL<2XG*?hm-7p(B38dgiovOnTF>
z6=8$~=B9tjkcw9bHjpYA8~4Y!%}vT%8G3{txnYA^Q!2WWXt76#d_?$xAA@hK?b}Ya
zxY5E*KCyXlnQtv)Vz9<f-D2BDbJU9LJX7F3FII+Co))_d;!iF{`Em|N*PmSUtoe1+
z*P8nuDfoBer<-?i2D_vUC7M8OT1nAaqGsT@VmScy9Y#(o&i*ibC-GFD5-*{$(C@Dj
zSIlxl2`P{Fj|1^F(;9T-wb04VqIO!JpgJ$Xe-C(fPmjdDE%6nGqopi=Xo@>Ci)j}b
z3|#W-j=%x@tK)wN{2KAB-WZEU@dt{g)AWt}X?C(T!yr7B&)r;{a5GBuX_L!ZrsnU)
z?}}Q-?N#Ge&@?dGZ-I2zQdlknD)1$6I-C!Y2T#n`bD(%W%fgyeI)0rR+gr!U9%s!V
zJz1Ohn~wD|#D5{AaQ^_zc#nxb7u)<Vm%&=?j04L?eBABB%jHh!OXH2j3g;E=-yLnV
z`)`0g9lDxy7lTu{SRhhKbwBG5upcj9Tvt^oI<d5lX~)^l=%m|K)uMK33gubUkb8`N
z70!Go*CX*~g=1t^j$1hmv*QQ&K~tY`{Ec~)AnCg^)2B63H%9u&aU_m6NRj7f?-UGu
zJLa|5O@&mQv4jWa^Em#Mk1@55Z7!u_B03n<94kmvZc+3nui;zYWwez^i7lK1^B9yc
z>yF*(xrJkt)h}g>Y?3U~!_V$Elb$_?Z+}|pr-UecNFqbQ+=m|69A=JS<vC}SR@h33
z<wO)?3V7q3j>nT-5rg;3{+hv5{{YK84Eqs`p7dO5HaT0#pq@32*f$%p%1K;z;C251
z8t85`+i4{%W=DMd#$^Yuenx1xta3=PLXt}z+OzKY5fiY;`GF+=0G`#+OJNg2RwY?R
zND?4b^d$8iKN_xKD4d<{q>K?>Y;sSP<$S!1`c|doy}D(ymuJBX5G9U(PyW4BJ|bna
zIsX8KzYTP>@io<z-0>{Sb1K|iIUBMVmci^X->>xJ?X^8tUx*r|hK+76H3=>yJ3-qN
zE4=1MW5TH8lV4+^R!7D=wtZWud}8po!wX1sT@nV0CLt2nOpKeGw)e+8`{eyA#=I%^
z9}C<~Esf+Fmb|$8cZe=W`aPz9f&kdb{{U&Y^j`HAD*ex-G#yLFdey8~7l%#o4UCJv
zC?sFD>JGhkG6E7m_z^hoTsDoWcy7wh8=Y-64;o+0e8{xfx0o5bGsZq?PI?!>^juI2
zQ=`><C!%=iq=xHX*8FE8oEvK!b9SKg!SctHzxUCt>yH?GL7z^9-(2V)4D>Cyf<02<
zVUVwFmeGyhhT2yu$CPVdvQC?MZt~gq1H~570mO}aWo+MFhCyDPZ*;dv5qw4C9}`a8
z<3aH3vBuu(B)H@7skrQXmE#YEzYzW&!EpwiqIik)sR0s2cM@DK-}j++<Lh5Wc&oyG
zAk>|_jT6SYOaA~2_cu0vU_PZh)nQC5d<m#((n&MJeQzXJU~DTYm1a-wpIl>)rF%EW
zAB5gM)2!sb)-=oAV@zDKY7b^oXnn~U1bX0_27N*M6v^O^*?ZtE_r)I+-=M$oT+JSx
zZEifvsjZ=67ATXhT21W7g&16#_&-J0r`ELnA4rnsX0fx3tCw<crOTL;`>B#i1F0sL
zFEbxEE{E4Y6@P6HieDO`)U>}1TEpRg4BW>hyW85vlTS2E3bM;Pjl6<E5sZ7*FTlyH
zH9L0mV%;2M1%*HWc2GYmu1Lho+DcBx&DY)y)pWb8Pi)I>@p){ZZfs{c7#^Tk>3*C0
zJ$QG-`gB)7ZkHKuGlTS@${kANmqYUg=U%_l&@JZFSP-m8yS%d7agwBbr@8g7(GQ9r
zvVEqtqe@|hBX=5LZa`8{2LXrmrS8i_#mgnSJ{a)ksGn-mtY^J9YQduWJc^j)_Q1}2
zf=_(bkB&S$uKYK+I(@yJwwoT|8_6PtDxeTEAYH{zu0}i8JgH5)^BoYY2&*`l-w_LG
z_F7h}YRZ?|e4b=mTbA<NgMsw^b$3tF;r{@HeWBIkj_Xi-vGWMniH-;(Ag*!9{OhLL
z7$fU{7Wj+)7booBq<E)F9%i?qG+LduKJb<<SwG-P8Gjn_pV-UCX4Y+M!B=vDZ*Z?I
zw&TEI_lM+E{&klvnRmJCUOCWwC-Eyq(|kgFS9PV#&;b?Io|!zXcPM^ZE<wWpLC84G
zW&At%nBNBPbx#b-swS0dZ+6n!2`r|#-wcdfXerZcZd`f+S7s}oGp~Fc(bD1OwDI1d
zE4j-^bSsoC^*&!ejeTt2v=d!M89Y-EQa|WkyJ1Cw=f;{p!JQt?@ZGPCt}U-Wig(fO
z%%At(%#XspyS)9N7A0>p#CEa|_VgRYANmQR!#vNyUKNMJ{sX+blf*4~qN!sg#2Q@b
zyPV0npB$cr&rH$rTjJ9ELh$XUhpg^nxHs2P+q{<cv%m_o<-YoWcpW<NK@P_LjpBsx
z7s0J-#+UJkuXTxy_=NUF0d3;?1qd<kUVHmXYHzD2hI|#LWG+1EBaC!dz`*|izKW0d
z4Le<o@J|kFvFiRLeOFa~JlyKAt=mX&5knjk>|BC=wCzX1sbh6>h~~DQNeJ5@8QZl%
zRvE?#<kvPU4)HW)O7^*}DvFfU?Ry=!j&%6%JZWuqBEA>w{{X&S!LuMEX2Zb>Fh2rw
zSr+%6Fw=C~OG`~t<&a|DIbvC63)AJ?G8f&BIIoSTljbxi%MAw?7uC0?%FpvX*<-M^
zDtl>NKD&RP=wtj$)gMFg9+?*Pp6AVAL}&@vP-o@z-H+D2pW#33%c|=a38~+~CFZ4c
za&9h$;(Oo^Ptv{IpDdnROO~YW-u;h19gL1Le9?`U;?D&B&AQelgc!}WukkZmm1gJt
zu7jT5mG`c_@B>QlH-zqPE+JcuMWV*yG6NpMzK5DJXP3(*sq??XzuLp%_rY7+3kf_&
zHl?DXs@vJ?3-*hBgQQKLodz%iBMf>Tl%Eu=H2JM<5_CsbfmOiZ<R;R7xln01pi*bi
zKeSf4@YD9M{grj!i0xq|hl~6vZV<wf54Bj_v#1bAafx7Z+m*4%<Y44i=fs{Y*E~CG
ze`8^NDp~6`>tlNwpOWS^kU9n)s>%pGzJ%6Xwq}>mwc*=It?d5EYF6GSY~J0>!E!q6
z1pdF|S9|c2;p|=_Xr#E(E&NS1U&E;1G#Y#d(`tP3AM=XYBR$TG;l{nJ&vKT&7Sv<3
zxZAOxL(+xB{C|4pTx0OSuXfP<1$XvTM)22w#0oLw$KmZs*Xh5?=j+W#7Q8p`zs6eI
zM{%wAi^iEFnGT(6dI$Uj%7644*0k_uiM%Af1n}*|<Nkm;#m1R){{R6=gjqhps;{7O
zopzh>o?xLD#~0Uaj%}|zH>bw`0E#qV{<X^L+Af=B%MFi?ykFogNPN-h-X|?{2|w(a
zI*)a8QK<AK@n67bHD!2U)%-s-%k;I@G?QS=f7zM`7&Xr8zBuvkhV<zZ#ad0TjI;tU
zHO&P1-dO(hh(2Zd<MB00;i2Nc5WFMt2jJby&pnmt(Z+JEarWDFU-o3cWggA>*QCSo
zD9xt3=(?|)ZU;8kE#}18{uc+PdS~;XOH;?b5&TZmG(U<S5%HCzaof$O>ak0A0)e+<
zksPi895&WJ&bWUZMW9~z^H0<?`(dFi&Gb-e+H7YLreqtPJpt#A+2XR6u{4H^TX^S&
zJ+2leIRr*k$R6Z_RW$8R*^VALHva$%Zrhyn$E|oy=g_9Rns)kg+{_)Avt(fIIUf5*
zYSGbkYdEeES~ltl5-2B+*Yl{A`xKHp{{V;fw<~^_I8s8c(VjmZ{`J^=H`KJ*=8aqk
z$>(zn0bJ6PHA>o^<>5OSA=BfMP7XO4teL!jrD^d;40j0F7y(U6XpUDS)NLdlO5+v7
zX+Af!ySEOLe7{<+XpH@v-0#+H+?wO0@wKhGf38fQQ&gl+BRg|+00T9{uZknM+QMk|
zpZ2Nqi`lch4dyOQa<;xKf;0i7Q~1;Nh&dV632;EpD~!AGbU7!?0cm?g3Y$9n+s&|%
zoY$G_pAew4u`VQ6Y~zzj)ijMJ+1N>|2>$?#XWqOIR`{AOWI35a`U6<|MsBFw_uEep
z0V1hzN3Zm+4A6ce!tAN%eKKkLR*7^EqanUqj2@N1cz?zTDkv@+@vWm-7|N41b&FWE
zdx@n;#F9RIwZ?D{dXno^it$6ZT(1E4r_8z%qWY2eM)Km`;k?;16uHVCFnbzoTBWpW
zjlfj%A@Z}Qn^Z(@SZ26u&2~R9fc$-EbqZ9@-L*w%cVt(V>K-Opa~yBe(A4`usz;#9
zt3s!7VVd!Kj}~0VDN`mu_2#468hazyW7ZN@+qe;4Eo0+%Tg;h1T0NzQ?2li(lXgm+
z*B1|rBbpG~!8rA&&vJPSTGhNW#>L3bxXn|#)ve@+5bMug^jxJAk-TJErACu<YIEg;
zBR;_Nsr3lpnolvM+6M)B1M~H$HZvPzO4}{fKsi$Uejw!2gkyH)!gHLc=jq9%%vFtl
z7->2b-?OiXF8oyX7Wa0(b=HS#ad4?D#4a45CoZMHzyqi?^RMku;|99Y^eqU?(><cO
zWneOyVn82Ie^XwL6}GH-xQOd^NBc7C3cuRgQ?jkZrEbx;V34D055pk-bxZbm_<JI@
zo#OemM2-hZp<59FW^PP*Et~<7o(F22Q-k#{3mGn&9{n=L$LEmBI)yzm=xITQHN<!e
z)Eor_{{W47$D~lWQ5x^Iwo@<hXDU6&z&StGt(FQ-RI9Pha$ElZ)%2z#0_uHIcHJB-
zS9S?v6;*vm$M|zwa!nhtK4$}h#{g5ft>$6a+3OM7mAsZYT#uE?D!C)O9+}4+W36gT
zv9kaewgDs)#Vdu8L7=%<M$)0r0GA++!?8K{sp7G<wJu__i42G4Do$AAsWk2+jBQg&
zxw=TvZrU_MlKe40jz{?wuFVpStGNbw+k^VzpD^rm%cQ(=L-Vn3H8z<X0gT|Dcn6<;
zD^;#HOpTY5=TJ8QG0(qW!mck-IOu%Y;;mNy0K*<A@fMgQHuD`y;ybxeV2zS6Vtr3Q
z2X1Sx{jvNBsQfYb_2TU!_9Nuq-!`jdI2>GCPa%;=KA@IE?xw!JGQ3ZVlywgPv=<g|
z>YA_awA*F|(!oAqxSR$f_~mM=@Xp@W`p#W@UYGtQnt9u8XP#zr$0N}6{W@l>gXph^
z_mW;O_N47Ct(gA+S7~K1fg85z?ug5Kg!xB7yzyB&B$hDgk@%O!^0L?|AKBUjJegZR
zE>LwizyqN4J*AC#A4_;o!rCsC5^C4iR;_U|2^QZ-i(uQ>z02lj`tCvKE5`o-;bdw)
zAzNv6R&Nez*G-EZA56FVcBgyTZI7q?4gOK@ju$C+vGg9T;ynsY9Nb=O(&;*GIr1)i
zwESHC@2+djbe{rUNE1`kH2(k&_)LM6z43*|_THzC$I2u_5&r;XM->_mR%hzkm%}Yl
zo9sR(*B*cQ?WfwC&`+r<ji1iCi>151w=r9MMe+8!0KkL7`dn7F{{TQj1q1P-<FWIH
zj-k~&IMQ7BU&m>43uLvHp=UmuA@u}Eo>|Y-SE}mX0`WYh<d^;yMXkRiO?`g_!9Q4)
zNvc9V0r57Vu=tU#MVQm>q%HP{BLmAUNjujZ4D+0E(;aKuem8hdDFC;NRcrhI0GN3?
zrkJ)@IKjwPD!b3OIjZZSKBgbS9~ccL?%(GsH=rxnf_wh}p7rK>ERSlihT>Fxl19XX
zkZ?i#t3+ne`ibzD;zTQ8fLz4eNk@&GDGm77#U2Ln<hp#31WVEAj0-M)xT%#m$kH-#
zKSI1s<HFiJ(mb$42p}f>vHD`X2f#lRF3PGKZ!EC+UggsYe-;L^_I$e+?KzJm_|f+3
z^EJfwS1W3SymLtz9D~y&e8Rhrjh7Fp>GRy(>K|;EXUeg{N~gBs*aPS*M2NZaFNrP%
zmcMyrrtKD@W|9!c0U=}z%l__381@yLtVYr6T3G;*A)48|w#h#@Jbn#Jt$?xMJw{&&
z_=@9Sg5iGCrAcpfwGYcQO(&Nj9@ugD)xU_|8G;+8o&zP2Kf9G<LcB7Aw6Ag7@TssL
zK<eH+wbT4bXW|=siLKy~3jLr(lwxu6{J?|C{)WC|vYT6)IN*=OxA4NF<U|u-eFBej
zOHrS0Y5xGVL)+V|V^x`eTmZIcfA&iF<{c-*kJH84=HK=syTwrMeS55a(g#zBqhDP}
zq;vlO67>H7<8|^xx<<EdGX68y2m8x(Kdmbc=eR$Mlf<4RpH`CYV`ZW$-%A@?>{U4m
z4geju^sk?9q`rz7qkk1@6N!_{m1GnC@kV}Ak;vrn??EQljea6r>Ygy0RkObn2`s`z
zaSM^<<d$K`1x`;-rD1pnO|`t$p|qKP(+sj~+WAoH$!@<v`BBs~J$nBDz!FWS_>)-v
z)0*O4E=x2+87gKIgg85i<QD2NoO51*;`>F>{3+vD1b-{)+H3;~BPVJh=r|n*PAR4j
zYn$H(ej4gZw)&NafiAV1sQ_=b-`ya${Bg})_)+m1^TP^>{gtahxp21-#$}DY$W<pF
zg*SeJjk=#xcwbc1v@0-miwjFjkhl?9p&@wbn)&<1-yOA><8?&U3TFk@##B+qJe42H
zr;)wO=ScJqjGquJ*G+YqhV=#ZvEw-49DklG<FAO{6(-hUk{PuJkTY_U78^(7-l{QC
zCQ{}&?;d!SudXG_<q=5$_uRx|`PU-WH~ucwAk#F^vRzzqT1MKjsNfbohd-I1NWjoz
zZC_G?53>EeQ0@?y+P!!usUxofzQgzv@DJi=hIECG!+s*M(gde`vRT`!%OiiaAxx3z
zGm2X=m_H9+P_?zUhWA&KNwJIoE%exKV8H(XeXYvZ)A}!jemH46P0xuX)nfylzFNQJ
zMi1vpn0%xk3%p&V!x&vB#5#@r$l;*5y@utF;0XSoN}t45H=3^7Uln*?Nbw!s4#=+I
zI%cBYrWwH~?d%v-y+`n#pKIgIBUjz0>WC6y!`t6mmCxYA74x6lZ=sTFKM3nuhN$+r
zGI&eGPA&DTFJH4t-z>^Mx=9D#r<Dy!o{{kzNwl|yXml&fIH7)I(Dh{dMwxJbx?^r(
zW7(4*LtaH=@w-pgr2hbff5w*k8JNLst1Ko7qLUx$ri}9(gZrm~IU9#HqS07SQ=GWd
zOI_W!gKlp;8{$iFUgyI%lQgk79bVc_uAab_1J|W<K0em2bUj{eIu>iY>vZ#ME>*L)
z1Q1a5AdbhO_NpM`b?+ZVs9rUPh^!;fJWK)dHJfDuE3ft@3-Y?RBX%?R@mZe|HLDMZ
zUKo!0NRm6dgmsX8-!AD_c723^ay@>Ox@a?owD7FI5Pl+PS}bGAeOmtCPs*IMZ1Soe
zdw>Zb`T<?P>_g$LOUIwI7lQ09;cLIJ-$$xkToIop+7Fzwp4{z0>R47&e(9ulJkr`Z
zt>XzRC9AGVp>W6FI0qk{W+s@CmEUkw?it?U`R=$4#d$Wl?A@I;zNO{F#7tyCgOyS-
z#|y?Pn!^;a6o(R#fwjX7_Q@m<YRTByUfLZ#o8xIM)G9?YmR=cTE)Ta)=Un%ba<I4&
z7zcluPCdEcRJf*6lSgQtC%lp&DOP}-ozu#vA3>0PdWz-jR^1!{e-M3~m_aR^bCc`%
z)_kbA$(`grJk@Pt*$w<w>f?hPZ@V4;02<|C`!Yr&GTkdM-sh<xpT|FmsN|1g`I**F
z;=NMh%%r-DvuAR=ic2Tsn&)g`hB>D!*Vj<4HcN4h&BsEx8*#zvc%zkWJL_Yw()>}X
zTdZPx=s;3Wm{psO$2)-jb;+-aG%FkPr^|e+co%aS3E7kC-7}7H^r>*Zwhn0RbFgoV
z?P;nT6uz2ylz+<zCB{!&whGoHGg{1Dt&%5IA3Mh6tNxt!?@N|8)ei3WJ6oR~Y7;`n
zSr#-=oUmsnj^KWL4{GJDV>^|i^VpRjd1MkWdF4l6ucb#SD^g3(7;9RjsU4MzeUFXP
zO4|U>eWdO`l~A=^M)9F$(XOnpT&i6XqrWHA9DDVuNiKxy%GW+0@h$Dic&{|&g!XA!
zPx2zS-%q@r*~}|x3dw+u+n5h*XCLHJ=G41rXIXfE#FqOSCWcegFqZ@M0<K%dJ)0Mj
z=H_9X2$2f)<0Fjc7#yC|4IR&g_3dj(5iQX`{R)?^OHI{vIhscM6!uX@ak_1;&Y=DL
z0&$+0Jn_<@tp>F{a&I3?8V@nb0zGTY#n!2DBDze?!Cxt&M33vZ^Pg%$vOBnbD_g)=
z$vUtHp=#iD3p)rm+-g$U>`{-NFj$;tf}@gthJ=#`6K_`d*JC8l=3Pf_2LKkw;hN$#
z4-e_O@0Tu}J=UJ!?h@I%1RQ<hvaT_oYSBg=OrJ9NQFXpK=@8!${ihJeR^P|xT-LMj
z&%_r>CA0A^ovAu}!W~~nx7ykM66%@H;abKNUYGv9;yJ5!{=W0CxcIGStXi<rwLK={
z@bD6Q^n`x3=X3abQnZ9FyYP#{`qXL;>9jdkISxDQ&TB<Vo%Ccnl{%e8rm^FA?hMc2
zmeei(0OzKUeGS8XLhk0gzgV^SaRyoRKNWZ;>~~lkqMyW`K7>}j$`7aY_n7-xuD{pZ
zdS0dRK<W98_J0w0b@R&IXi{<i00L6NymH;OjY4q`hCF3=say70bs=c~08Nrh&1)Pq
zKd<;>FRV}c{{V+QDo=|}Hmn~LBeY}DZ?p+Q{$vXCEmOmOJhz3K`rB8U79TUCnbC*2
zLPb)e0$pjIl;0IRUlcp6e0SjePBr8StsW-+RpHGw-He+H&urlR(poe9D*mqmJ-p9d
zf7%<y`g?7fPYd0Z<M&M<&%Ob#9Fl1+7`(DPu6nbvVt*4=>?uF8N7gELJKq@i`TTu(
zYkjHO=r-4pphswDx!WKeHy~cWLtc7w-n5Mv!$^|rPFu6pQ{yj+d^=-p2Ai*VZS7%C
zE<0Nr2^Y&=!w!S_*OQY=*u!>%+f+))o~8c)4I|@i$2S^tf7^<Gjd^Zp_7wjBl%H=?
z`I+hM`$u@)vy0m_;}}~c;=IC-V^8@|{k2c#XQ9pU_s0{q<E$zlM74+y{RX`9pRuOC
z%KM4-)jyg20bUiM>gRj^01MN``?7V$KE~cGep_pTquA5_Rrd$Bsr=9HJKy+TUN!#!
zpw2#)@&5qvHNfOk_B8(hl@Hrg{$_Xa{B`l1cnhh=kM5gT$o^HpZl&yD*nZl7%+F2J
z{y%u8JBWnCPr4h%e9LSeNbamF&F%jH<Ki#(*ZGQG#-CyPYM;!{)j#+uH^H;wZ-u%)
z#7hWwY91Ra1?JVx>q$t#KFKCO@3UWM>)svHykX&M-49o_OU*A)v};SNcNq^Grq&;k
z{0=Lk66HCi4rB1o!Z-25E}w2ha$DNR_PH0JXT}g8P&q%HOYx`So%g`Mh@L0#R;DEX
z071D_ie~4}u^_ZkjCBmB2j6h6xU}^-B(0&_L*rqnMHaiMnI*D~yo)%a8MxFXJtBpB
zC-<Abf0qh!ydi$Jo+WKg`VMTP`!<^i#@JH>bAi)y9{&L0S8J28^iRSc0_$3g-`je-
zH}<vG8|;?uRvS3F0VDO1@s1Az&<qOZ;rQ==Z>BDVqxo^(N;ge(=ZIH7d)(B$27QH~
z_*cVP3d23?!F6%BacM|$J;^ol--h*lPghH5B9{8{d2!{WWPPsap6ifO+AsQOLpu!Y
z1E|JPzPC1uU5~9bZ;d)$noW+2VRfzEqVDo+kO<>n?>vk`BKwny@;xiStlwtSwOIcE
zwlxPLRq+0wD<zx<uKS4zEhBof5`LX3IbuF$N#f6o8s50g58JdIHJBVmZf3e5eIi`9
z`~(sH)q3WI;n=)8rWe%4kEba4j5>S*IM8Fela@Z_jS%(jd~xvuLDc+Jr_CMLi8R~g
zVg9D`!g`8D_)5xg^~HS!<IfOV_=3jb9|x?Gx)QId!!tu|5%-gFsrqEqCL{A}#@+_j
zd@FP{S*--NOxqgj)?c(*zhHd9%CPi&HY?~480cEMNqBC&b>Z8oZWPBnF~L0MMLkvB
zMjP?XUCFWY{)wwP`D`M#Do+5;*goUsqgwD}-WORft#u14+kO84yt1|u0-)!W+&cSK
zoZZN=>wXLI4aKz4I_cZM`L{(D{{Ysw9|!o72;mJJtFsx}t+4(hy-^3Zd_(xW@aV~I
zx?+e}ta3f#7Ws()e57NF@IM^*vMbmU+9YP3<U{5&<fqIzAXGadwLPqSJ@`ST=$03r
zCe~$>U%nz+drLcltsIYl3L=rWJORgUwdR`Fg{(YJuIM`Dw!*eH2)B|iN0}6|uh(yH
zaZu!4jBkk=w0bt7eW$}E^zk7>X!nt9xMfzsS6mK2J$sB)pA>)7E^V%@HLG1yYGNgV
zDL14p&dM0K1(f7qb;TUaG%t7$RnhJ&?dHGn4c41B+%z!S=WlFe{{T9n;Ja@USn07m
zTGpQu91*_JCVobHf`2-#dlRAS+JA_=GhzXc;ufJ9>H}LL{5#cc14Y*LMOK^Q4V9lC
zbv!sF$K@3ol(jAEUNzEgt%@(iiMHeJy^Lq|+fn$7!}`vXZ@%Bh>3-kckHay?`m|!E
z<2-Z6I;NR#Z7jBaDmsnNP@Y3BdFj&>?;1zqEn3`L&#F&*ZzHNSOJNiyPI>^NCy~;S
zT-W%2HI1G2kD=>PPM33TyozgUMw&w`iWgxC^MV3pNX|L>)_;Qa=kV8yKefC@hQjAh
zSt3?$rJ4zm2?ISCs3xRmK`yN=_Ja4K@@b>Fy@zVNtV90sz$6pb<jCM2O>)}h^V-d(
zSy&X7(&}WL8axpgjUNL)S1s>V9mr?X+8>QPNu+pU(%L&&VYR>>a`{jO<NM8%kEML$
zH;%6+wfj0;$s@4Z8JqS001DSaZqH2kh2zK8Bx^skU0qxv?q#)|rez+i#43UBit+yd
z5_s|m^mu$VqPLSAj3m_c3=;Pe6T*ygR1SmdPnczGLLco*qXnD|HOn>(g_=<xyD%66
zy<6cg_Kurl6~2ij=9?4z@=i2KCwUG!x6BFr2hyXMEvZZ4zr!1?30m;nU0>Z!b0oHU
zMcaI%_*I<{W9eT<_#?!gEYW29MW(Byc$rg)Y%i?k)9!KUwqcC>ZU&>9v0S${J{J5@
zvG8;;TFYm7X8qdw-dJ=00DUeG;7xlMgZxF{{{V>=K1QRZjV}KHK2)~%Ddn=i_jBv)
zY8<b+G*Pz9=(G=unq~ExO>j0_XK&i!VJsl}7E*To8x`gs5xxxG_(tuu&jo67S=@p1
z!_c_L-9N)3{{XQd`ZCn0#q}$iNcF!IUs&rpX^!d$FZ8)aOrLxw`$T(sjzxUCrTl2Q
zv4ZA1XxC5Gt;TQkh0l=q>pUvlsORQS;XL#?r^xyV%I9bC58<wnt{ZzjVW(stHl3@%
zHZHA?ZL;+sdLPETtHs|JC2c?L7H#HPIn36%$+mKE7=N-)ZpV(|wTxMtXyN`OGySgP
zLh+pO-d_m(y+6cprq8w_^07__M+clAOrZy_72@4eZDd><*$u)@gu0X09D+Rv>MKrL
z5qq4Chl?j$*lqPZwf%=G?Z}aP;P>N@d)Ei8TuQz}1Dlu|<Z;xf=O36qokuY3b3@`5
zwE}7rOQt?;Z}!O~Y0)O{k7JzvCcDqsOZIoU{ieP!K8-8MVd0%ER{K_-K3X{QfeIdh
z-HQR}10L0!q>-dz&#*t>l^+UkG(QOVug7=R%?w)9vFX}#I^f9!1&opp_Dqep-(j!0
zbR7pz@V<*<q-j=>SZTH}rM<PRBMB60FseR)S3I9GXF`uD_!_GOR;A^9OO4n-@@^#m
z00|fXeN9DYv7s|c+k-ZDO8FV|_2<4ThpFhJM&9{RL&BF6NVq`}iL!$nu{g(ir*C(r
z%<H{g>68!M?2syT9fvfUDKl-g+Xy2N+(h>>a9I;{gy*LtjQ;?QWv$JWa}O%w8)Y3f
zsBGh~J&390TbIoCEL>~X_qVAPzMBZs;}`;X(Mbg3IRG|CY?IW~(CXGJ0h`W`4VG`+
zpD^|r!0AQprG?AZ=C+Mz1k4&6DAD(4a*UCVII31Ulv1fJb+C`Rk;XtC#F5w5vX#xF
zW1@~UxVVxTjH>uK^EWz<eN=V)YP4%^-e71*z{zhgC_HrFo=1PJWNBj^z7^@WQ%kmK
z-K05G^9tmiO8{d&-RpACPeqvi_9!K8L1|fwXSwJ3aB)@bC2h#|Yj%tJMwe~j*j8C}
zhmP3}4Z5$|TRn>fR>yzNty$gKLdw5xfR*EM9OQxk`uFQuHs!gjQjUmNd`)L?uJ$cE
zMn=;lh|%C={m|fHvON#htHZ8n!%z^L%UjE)lglF4cw*S(x!Jdmt~sS^ErC6EHnf}h
z(qnd}K+><xGi^Ch)IayL*a42Xtl_Cx!Fb>-VnW+QvP|vQrhZ)X&!<XFUu0BTM#R1>
zcx_(hMv_%lz{RgU&T+?2r{_@F>rmY@G#Z$aIL6lsRa=bpECKwgY`UVa*_swNny#T5
z-9vJz2|qNlAwWqye3%CybmtsZ81+GQa1txbzBy>3Q^D=;-=D2bicHX&Ni6)Pl6&j9
zBXhR_VvGzPSE(bf9^I<7+>uJ_9o54$>(yjQa5y;0MLhda>I`M)jI?;J9t+8~OvDou
z^C1d2+rVs(TCb&PIwaQ~dIdK-2Q6q3n>;8iKyE$HYHyVxE@sU|@g9)dqK@)ZWgs-c
zA7>{#FdoO8)qk{F*y;@u18(uY)|2dImAK&K51aF)(?YfCT8S*<kIjfoP@T_lHN=jm
zo;ch9?rKXJH3-<4ua@OoGI?yV#1I_dg$tj|(qUvi4M<){?HqFOx!vTh(lOLFGt-Rc
z>rS+LuQqm``Z*CmCE3&-nH&t{ckR}e+YhMSLTNP1IOY2bPrZN<w1Eyu1F6n1GT85q
zD$8nC@Vgl=t&(%Y#;h3*e-3*7v?lHrE!w}I4#y15kM%C213du%e>%&&yj!o9E8A&T
zb1_#cqC<=kxDS``p<Gt6TUqc2g|%kgsOT0lZ~46Tfnz;=R~Y_vrasFIX68sBSriA8
z$a5nD`E&HeQk;{rY)+hB=^R}D00cZQ6Ej%Nt7$SX{P^BJN1@s?#w)Ut{xc7mnP*0A
zxLw|0$mc$vm1wI~U0I*7r`Yn%W5D`!EFz!A9xS^=A=W80sc%$za$_LZsr|gMRYsBs
zwgT_wssYbj6O;H1R*}R_Z~cA-Qo_OQ`koc3X?jFzQEoL$qyE={%D4UWHrKpEtL9OO
zC3#qGV>_!Wb-)ej{sy#IsV;<lPCd_>CeZaZQZ)Yn3fyWDb@OhtSAntX{<Qx9D*6v!
z@ZX0#O_bHNxNhA?%gEjr7|3CRjP${+V~k&E8A}BI%#V_88P;bKL?Cd)G+<+C^u>Jv
zseA_Tw30WIe}AU8-Vw7ag&nwIn&?=%Oy-sjuk_EK0nK|A*T5L0XEt6WNm+YbTJ8Kk
zR{oWz)@eSbe^sm4@!i<&2h`%dqeJ*x;(rb?`z#(4)B|zmY7t2x{{ZV!c#3@())uc+
z&lzp1x%1$EXysNvkTvv<m*LCyyI1iRo8bjjT*nQCuGaR>;B%Z-PZbnsuydD@^H-do
z-(UOaSJkf`mo#ysSlF_$+N&MBM~_@%H9uTm%2(81^B*c?9zh4_Yw27600nqUQ)WqY
zn|6NhZyv%k{_j4uUtEt=#q}BVX!)wWvsd^Xqup<PD^a<#^jT0#82ozHk;PJdOr?aX
zx*jiX-{}!^{A>Khb-LHWe-P+0q=Er|ZXAC0%<t|GE7WoATSlxUvoMt!k=`ft8E^jp
z9?<^)xWC9zZI81<{^I`tAygydPxvX<!W(ZB{2qhHHkJ{-v*F3nE-n>6c-AtVtgL&g
z$jIFE%X*snzv2gjZ2lp5A7Ajsq5l9LdcBOcQnoTwI*=F-P;h?=xJ#9hDD!B3A8TGJ
zg)N}Ew;|{IG*N{IlEHC`tMOyuZ-_ny{7Am=$B5uqudHMYk^oFMF&<J>J<+=Rat|WA
z6z{Re%Vun77xH+1#YNN-4MOCsvPmNT@=e^JKzk9;9=%V?!GC~dPZH`^ejwH5%yBsj
zxbhnVb7$8WQB;vF^gZk0ABnX+Cg~VBx4)a_k(BQ-sqK@=V~$wzewY=)Xx=IohWk`m
zBeH`T^Itn6jBp9=euI*52U;D0A81+pNYQ*HX14llEpw|}p_)kJAj<d|W@lmoqW5+o
zN3DF#;af-X5)bVtrdtV!l<9LeC%+?+CE4tQs>6_qIc|F4%4u`ewNDmZ{6G@kgoj?X
zjj$xRmEzH2Z)^c2>jUTl5;zS_@L$9$Ym1fDp3V!s3c=017duHyyMRCA-pW2V<M`z`
z01m?xwjY_%=^q4jpB`Gnd*Yp1;!Qp=`=NHC-r6PfhSEGDf!ld%x1%n<@sC_j?M*>m
z5<yKi*@&~XPQ}Q_nsMueJ%JpTu=H-no%}%XZ^IoaWrorl&2DJPNiGfFlL9xU;6ms9
zmC5$6f7Udw4}3d@J6$JAi&E9qcALqOU6=io7{ZM73MnQQw&%jWCHPkkwHrxgrTD5V
zY-9~O37#LX??RUR1$|B9?KbC4vQ1OPx{vl;mmlgh`w%|RN2@nbeTU~&xhLmlvEWy=
z)Gn6KSAsc5CeHm@%6;9&7!}F-^{=G-LE-z~i<go?rs=}^#@YO~yVNEo3x40co0fJN
z8AQ%A&MNFp&zh|K3kA-aFDARbg$joA6$FED9D)W92j8`Q2daL|`lo|*sU`6L0F7a}
zx<51N^4XZJ<j+-&%Qgl_@pbm6Zs<9@&l&LT&Fstllcnmm!6lS|AhR3EC^vxTBxlpw
zu)J0F%`Z}(;qCtbv9+5yN82rel=*?;Ks$TmjzJX+rFM6|74XU3plY!l(nST+yU3&O
z!E$nO>Q$HYt}{XL)~gf>miulYS!cKqlZSCKsE{vX$|=XS0D1<KYPTLbxRXk{OHC$g
zf>nHxCy|gCs^_Q$jsfk8;JzIA^GVTlDNeU#9;0m~z#(QV2GTH3%15<n7MU*R+@2G^
z)AV~JNq#7uJnbJNXjbj`bv5(5d|B}BmwhC5dS;tzXN>HM(P!ZH1^NAG<?{s3cKCy<
zX!^FFB1!RCuQ)i3d^&?Xdaf(QZ@w;gF6z~l{3U61aLIu*yW$!8BY{f8=0`siW5Yf-
zeN8XFw7$)2G}*Yd5cyH679=K47?6vf_RV?ch`e+)DYYAWWsVQFB0v@pLdO<&I3Cyv
zKRSV}Ph-|?^q&-KmUePNqB->+v#@VLY7S51&*NS#C&YW`JVk2SWFqSQZr<f14T1iw
zMx~Eo!8E$q3~QZnA^SOYSjDP5BzIxBfPYh7&+voxTeI=RasL2pTu*g<DEmaNjj|hP
zfjMk-Vo4!$?r~MiAzdCb;oUx85K2|`OFa_M^Ci{fm?3e|6RR9zzKy>4MWpCHEK%T_
zyK9Tv1b4n$`*ga381e>A;mm{Y00wwCr^>?U@jnRoKI+2aGPl2GvUVWqkXuPKP56Pk
zA3<MBO%H{2D^qQK;-3?E%TWuDCr_~{XpQIum>Bv2KyGM!8}NUC8U(fRAk#cVWMQ*Z
zw~@m}NY2v1vWz_#15|u9@WT4)WV#lY7Dh3MuKxh#{>%@%<|q8TTl%AAm#UGBRIrKk
zoZkcG(Dc;5@NTg=iBz)M-O6raC`UkBJbQ9Ijd0%#{w``B3f7N@byZt!NfXU|F&}(a
zaGpiYn|~UfPSMX^0Tr7}*F$Q~#!XXF`z&_r;eQvbe=VKD@6+`-$55F(5B4+1RU@rg
z_>u7o!?M~z_Nf;0MYtkVxVCIhVJ3KzGuxh`mZ73D8{)>P;fXFSZlbx2S+4ut7Uj#_
zTF0Du*79|l5Bzz1^sg}Zq2q7uiS+wzQvDM8AZ5~gM{c7n$5K1waOikp&sD2Yxi=s2
zS4z>mb*84jrE0L)YS89eYt_Q?21386?0t#)SI@p6@e}E{6M36$EasDC-MTq3+05M}
zPx@s2LG6+|b5^i}{u52o`JZR<ZwnhuLeYL?4UfE_b|aDMIP5Eh)-UDozlor_hE2X^
z5wXyYs&m|qe>$NXI@gIB!G*bHGB5Y};~a7B4RBr~)F$x-;+R;^F7l>9&T@JT4u7sq
zE?`Kld9DkKnRboES)6U_$>={C`~Lv;L;nDRaopJ5cz4Gi5>_}2QZAtvhS>{9#9+cM
z2|H8+hcSRjI1EQ3vXsqZ6Y6i+-{5VZz~6!TC6TgQe-P@>rlqY+!}pS0$hp|Z(G-OP
apuzPu?p~*<HP61L=~yW}YGtHY&;Qx+mLSXk

literal 0
HcmV?d00001


From 7195087ac2773b0f6d2e3ded250f0ee84b889cfb Mon Sep 17 00:00:00 2001
From: Disty0 <semihgulec2005@gmail.com>
Date: Sun, 3 Dec 2023 00:40:51 +0300
Subject: [PATCH 34/42] Re-add SD_LORA_DIFFUSERS flags

---
 extensions-builtin/Lora/lora_patches.py | 5 +++--
 extensions-builtin/Lora/networks.py     | 3 +--
 installer.py                            | 1 +
 3 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/extensions-builtin/Lora/lora_patches.py b/extensions-builtin/Lora/lora_patches.py
index 12986e8f9..a50f667a1 100644
--- a/extensions-builtin/Lora/lora_patches.py
+++ b/extensions-builtin/Lora/lora_patches.py
@@ -1,3 +1,4 @@
+import os
 import torch
 import networks
 from modules import patches, shared
@@ -18,7 +19,7 @@ class LoraPatches:
         self.MultiheadAttention_load_state_dict = None
 
     def apply(self):
-        if self.active or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx"): # OpenVINO only works with Diffusers LoRa loading
+        if self.active or (os.environ.get('SD_LORA_DIFFUSERS', None) is not None): # OpenVINO only works with Diffusers LoRa loading
             return
         self.Linear_forward = patches.patch(__name__, torch.nn.Linear, 'forward', networks.network_Linear_forward)
         self.Linear_load_state_dict = patches.patch(__name__, torch.nn.Linear, '_load_from_state_dict', networks.network_Linear_load_state_dict)
@@ -36,7 +37,7 @@ class LoraPatches:
         self.active = True
 
     def undo(self):
-        if not self.active or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx"): # OpenVINO only works with Diffusers LoRa loading
+        if not self.active or (os.environ.get('SD_LORA_DIFFUSERS', None) is not None): # OpenVINO only works with Diffusers LoRa loading
             return
         self.Linear_forward = patches.undo(__name__, torch.nn.Linear, 'forward') # pylint: disable=E1128
         self.Linear_load_state_dict = patches.undo(__name__, torch.nn.Linear, '_load_from_state_dict') # pylint: disable=E1128
diff --git a/extensions-builtin/Lora/networks.py b/extensions-builtin/Lora/networks.py
index c3cdade86..b58e6d343 100644
--- a/extensions-builtin/Lora/networks.py
+++ b/extensions-builtin/Lora/networks.py
@@ -166,8 +166,7 @@ def load_networks(names, te_multipliers=None, unet_multipliers=None, dyn_dims=No
             try:
                 if recompile_model:
                     shared.compiled_model_state.lora_model.append(f"{name}:{te_multipliers[i] if te_multipliers else 1.0}")
-                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None) is not None
-                    or (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx")): # OpenVINO only works with Diffusers LoRa loading.
+                if shared.backend == shared.Backend.DIFFUSERS and (os.environ.get('SD_LORA_DIFFUSERS', None) is not None): # OpenVINO only works with Diffusers LoRa loading.
                     # or getattr(network_on_disk, 'shorthash', '').lower() == 'aaebf6360f7d' # sd15-lcm
                     # or getattr(network_on_disk, 'shorthash', '').lower() == '3d18b05e4f56' # sdxl-lcm
                     # or getattr(network_on_disk, 'shorthash', '').lower() == '813ea5fb1c67' # turbo sdxl-turbo
diff --git a/installer.py b/installer.py
index 7529f6cea..d7f069af9 100644
--- a/installer.py
+++ b/installer.py
@@ -518,6 +518,7 @@ def check_torch():
         install('openvino==2023.2.0', 'openvino')
         install('onnxruntime-openvino', 'onnxruntime-openvino', ignore=True) # TODO openvino: numpy version conflicts with tensorflow and doesn't support Python 3.11
         os.environ.setdefault('PYTORCH_TRACING_MODE', 'TORCHFX')
+        os.environ.setdefault('SD_LORA_DIFFUSERS', '1')
         os.environ.setdefault('NEOReadDebugKeys', '1')
         os.environ.setdefault('ClDeviceGlobalMemSizeAvailablePercent', '100')
     if args.profile:

From 5cf1da40ce96da42c0146db736c5f51e9f14767a Mon Sep 17 00:00:00 2001
From: Disty0 <semihgulec2005@gmail.com>
Date: Sun, 3 Dec 2023 01:31:36 +0300
Subject: [PATCH 35/42] OpenVINO skip LoRa loading if it's already loaded

---
 extensions-builtin/Lora/extra_networks_lora.py | 2 +-
 extensions-builtin/Lora/networks.py            | 4 ++++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/extensions-builtin/Lora/extra_networks_lora.py b/extensions-builtin/Lora/extra_networks_lora.py
index 5256ea94a..eb9a40b0d 100644
--- a/extensions-builtin/Lora/extra_networks_lora.py
+++ b/extensions-builtin/Lora/extra_networks_lora.py
@@ -65,7 +65,7 @@ class ExtraNetworkLora(extra_networks.ExtraNetwork):
 
     def deactivate(self, p):
         if shared.backend == shared.Backend.DIFFUSERS and hasattr(shared.sd_model, "unload_lora_weights") and hasattr(shared.sd_model, "text_encoder"):
-            if 'CLIP' in shared.sd_model.text_encoder.__class__.__name__:
+            if 'CLIP' in shared.sd_model.text_encoder.__class__.__name__ and not (shared.opts.cuda_compile and shared.opts.cuda_compile_backend == "openvino_fx"):
                 shared.sd_model.unload_lora_weights()
         if not self.active and getattr(networks, "originals", None ) is not None:
             networks.originals.undo() # remove patches
diff --git a/extensions-builtin/Lora/networks.py b/extensions-builtin/Lora/networks.py
index b58e6d343..81c50db31 100644
--- a/extensions-builtin/Lora/networks.py
+++ b/extensions-builtin/Lora/networks.py
@@ -150,6 +150,10 @@ def load_networks(names, te_multipliers=None, unet_multipliers=None, dyn_dims=No
                     recompile_model = True
                     shared.compiled_model_state.lora_model = []
                     break
+            if not recompile_model:
+                if len(loaded_networks) > 0 and debug:
+                    shared.log.debug(f'OpenVINO: Skipping LoRa loading')
+                return
         else:
             recompile_model = True
             shared.compiled_model_state.lora_model = []

From 235b5117f3366154b8d29ebd3fe491184fd40306 Mon Sep 17 00:00:00 2001
From: Disty0 <semihgulec2005@gmail.com>
Date: Sun, 3 Dec 2023 01:32:43 +0300
Subject: [PATCH 36/42] Ruff fix

---
 extensions-builtin/Lora/networks.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/extensions-builtin/Lora/networks.py b/extensions-builtin/Lora/networks.py
index 81c50db31..40f19bde1 100644
--- a/extensions-builtin/Lora/networks.py
+++ b/extensions-builtin/Lora/networks.py
@@ -152,7 +152,7 @@ def load_networks(names, te_multipliers=None, unet_multipliers=None, dyn_dims=No
                     break
             if not recompile_model:
                 if len(loaded_networks) > 0 and debug:
-                    shared.log.debug(f'OpenVINO: Skipping LoRa loading')
+                    shared.log.debug('OpenVINO: Skipping LoRa loading')
                 return
         else:
             recompile_model = True

From 54ef5f8683d394288a93e391122e2cf965d00503 Mon Sep 17 00:00:00 2001
From: Disty0 <semihgulec2005@gmail.com>
Date: Sun, 3 Dec 2023 02:00:31 +0300
Subject: [PATCH 37/42] Check SD_LORA_DIFFUSERS flag once

---
 extensions-builtin/Lora/lora_patches.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/extensions-builtin/Lora/lora_patches.py b/extensions-builtin/Lora/lora_patches.py
index a50f667a1..983d80240 100644
--- a/extensions-builtin/Lora/lora_patches.py
+++ b/extensions-builtin/Lora/lora_patches.py
@@ -3,6 +3,8 @@ import torch
 import networks
 from modules import patches, shared
 
+# OpenVINO only works with Diffusers LoRa loading
+force_lora_diffusers = os.environ.get('SD_LORA_DIFFUSERS', None) is not None
 
 class LoraPatches:
     def __init__(self):
@@ -19,7 +21,7 @@ class LoraPatches:
         self.MultiheadAttention_load_state_dict = None
 
     def apply(self):
-        if self.active or (os.environ.get('SD_LORA_DIFFUSERS', None) is not None): # OpenVINO only works with Diffusers LoRa loading
+        if self.active or force_lora_diffusers:
             return
         self.Linear_forward = patches.patch(__name__, torch.nn.Linear, 'forward', networks.network_Linear_forward)
         self.Linear_load_state_dict = patches.patch(__name__, torch.nn.Linear, '_load_from_state_dict', networks.network_Linear_load_state_dict)
@@ -37,7 +39,7 @@ class LoraPatches:
         self.active = True
 
     def undo(self):
-        if not self.active or (os.environ.get('SD_LORA_DIFFUSERS', None) is not None): # OpenVINO only works with Diffusers LoRa loading
+        if not self.active or force_lora_diffusers:
             return
         self.Linear_forward = patches.undo(__name__, torch.nn.Linear, 'forward') # pylint: disable=E1128
         self.Linear_load_state_dict = patches.undo(__name__, torch.nn.Linear, '_load_from_state_dict') # pylint: disable=E1128

From 439542d3df3d2d6cefbe2360966a6566bc1de341 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sun, 3 Dec 2023 11:27:24 -0500
Subject: [PATCH 38/42] redesign profiler

---
 .../Lora/scripts/lora_script.py               | 30 +++-------
 .../Lora/ui_extra_networks_lora.py            |  2 +-
 installer.py                                  | 20 ++-----
 modules/call_queue.py                         |  8 +--
 modules/devices.py                            | 22 ++++++++
 modules/errors.py                             | 31 ++++++++++
 modules/loader.py                             | 13 +++++
 modules/lora                                  |  2 +-
 modules/modelloader.py                        |  4 +-
 modules/processing.py                         | 56 +++++--------------
 modules/processing_diffusers.py               | 14 +++++
 modules/script_callbacks.py                   |  2 +-
 modules/script_loading.py                     |  8 ++-
 modules/scripts.py                            |  3 +-
 modules/sd_models.py                          |  6 ++
 modules/shared.py                             |  2 +
 modules/styles.py                             | 37 ++++++++----
 modules/ui_extra_networks.py                  | 12 +++-
 modules/ui_extra_networks_checkpoints.py      |  2 +-
 modules/ui_extra_networks_styles.py           |  2 +-
 .../ui_extra_networks_textual_inversion.py    |  2 +-
 webui.py                                      |  3 +
 22 files changed, 172 insertions(+), 109 deletions(-)

diff --git a/extensions-builtin/Lora/scripts/lora_script.py b/extensions-builtin/Lora/scripts/lora_script.py
index 49086f8cc..dc18866a9 100644
--- a/extensions-builtin/Lora/scripts/lora_script.py
+++ b/extensions-builtin/Lora/scripts/lora_script.py
@@ -1,22 +1,16 @@
 import re
-import gradio as gr
 from fastapi import FastAPI
-import network
 import networks
-import lora  # noqa:F401 # pylint: disable=unused-import
-# import lora_patches
-import extra_networks_lora
-import ui_extra_networks_lora
+from network import NetworkOnDisk
+from ui_extra_networks_lora import ExtraNetworksPageLora
+from extra_networks_lora import ExtraNetworkLora
+# import lora  # noqa:F401 # pylint: disable=unused-import
 from modules import script_callbacks, ui_extra_networks, extra_networks, shared
 
 
-# def unload():
-#     networks.originals.undo()
-
-
 def before_ui():
-    ui_extra_networks.register_page(ui_extra_networks_lora.ExtraNetworksPageLora())
-    networks.extra_network_lora = extra_networks_lora.ExtraNetworkLora()
+    ui_extra_networks.register_page(ExtraNetworksPageLora())
+    networks.extra_network_lora = ExtraNetworkLora()
     extra_networks.register_extra_network(networks.extra_network_lora)
     # extra_networks.register_extra_network_alias(networks.extra_network_lora, "lyco")
 
@@ -28,15 +22,7 @@ script_callbacks.on_before_ui(before_ui)
 script_callbacks.on_infotext_pasted(networks.infotext_pasted)
 
 
-shared.options_templates.update(shared.options_section(('extra_networks', "Extra Networks"), {
-    # "sd_lora": shared.OptionInfo("None", "Add network to prompt", gr.Dropdown, lambda: {"choices": ["None", *networks.available_networks], "visible": False}, refresh=networks.list_available_networks),
-    "sd_lora": shared.OptionInfo("None", "Add network to prompt", gr.Dropdown, {"choices": ["None"], "visible": False}),
-    # "lora_show_all": shared.OptionInfo(False, "Always show all networks on the Lora page").info("otherwise, those detected as for incompatible version of Stable Diffusion will be hidden"),
-    # "lora_hide_unknown_for_versions": shared.OptionInfo([], "Hide networks of unknown versions for model versions", gr.CheckboxGroup, {"choices": ["SD1", "SD2", "SDXL"]}),
-}))
-
-
-def create_lora_json(obj: network.NetworkOnDisk):
+def create_lora_json(obj: NetworkOnDisk):
     return {
         "name": obj.name,
         "alias": obj.alias,
@@ -45,7 +31,7 @@ def create_lora_json(obj: network.NetworkOnDisk):
     }
 
 
-def api_networks(_: gr.Blocks, app: FastAPI):
+def api_networks(_, app: FastAPI):
     @app.get("/sdapi/v1/loras")
     async def get_loras():
         return [create_lora_json(obj) for obj in networks.available_networks.values()]
diff --git a/extensions-builtin/Lora/ui_extra_networks_lora.py b/extensions-builtin/Lora/ui_extra_networks_lora.py
index f029aaf05..bd408b327 100644
--- a/extensions-builtin/Lora/ui_extra_networks_lora.py
+++ b/extensions-builtin/Lora/ui_extra_networks_lora.py
@@ -91,7 +91,7 @@ class ExtraNetworksPageLora(ui_extra_networks.ExtraNetworksPage):
             return None
 
     def list_items(self):
-        with concurrent.futures.ThreadPoolExecutor(max_workers=8) as executor:
+        with concurrent.futures.ThreadPoolExecutor(max_workers=shared.max_workers) as executor:
             future_items = {executor.submit(self.create_item, net): net for net in networks.available_networks}
             for future in concurrent.futures.as_completed(future_items):
                 item = future.result()
diff --git a/installer.py b/installer.py
index d7f069af9..413463fbb 100644
--- a/installer.py
+++ b/installer.py
@@ -6,8 +6,6 @@ import shutil
 import logging
 import platform
 import subprocess
-import io
-import pstats
 import cProfile
 import pkg_resources
 
@@ -29,6 +27,7 @@ opts = {}
 args = Dot({
     'debug': False,
     'reset': False,
+    'profile': False,
     'upgrade': False,
     'skip_extensions': False,
     'skip_requirements': False,
@@ -143,19 +142,9 @@ def print_dict(d):
     return ' '.join([f'{k}={v}' for k, v in d.items()])
 
 
-def print_profile(profile: cProfile.Profile, msg: str):
-    try:
-        from rich import print # pylint: disable=redefined-builtin
-    except Exception:
-        pass
-    profile.disable()
-    stream = io.StringIO()
-    ps = pstats.Stats(profile, stream=stream)
-    ps.sort_stats(pstats.SortKey.CUMULATIVE).print_stats(15)
-    profile = None
-    lines = stream.getvalue().split('\n')
-    lines = [line for line in lines if '<frozen' not in line and '{built-in' not in line and '/logging' not in line and '/rich' not in line]
-    print(f'Profile {msg}:', '\n'.join(lines))
+def print_profile(profiler: cProfile.Profile, msg: str):
+    from modules.errors import profile
+    profile(profiler, msg)
 
 
 # check if package is installed
@@ -768,6 +757,7 @@ def set_environment():
     os.environ.setdefault('TF_ENABLE_ONEDNN_OPTS', '0')
     os.environ.setdefault('USE_TORCH', '1')
     os.environ.setdefault('UVICORN_TIMEOUT_KEEP_ALIVE', '60')
+    os.environ.setdefault('KINETO_LOG_LEVEL', '3')
     os.environ.setdefault('HF_HUB_CACHE', opts.get('hfcache_dir', os.path.join(os.path.expanduser('~'), '.cache', 'huggingface', 'hub')))
     log.debug(f'Cache folder: {os.environ.get("HF_HUB_CACHE")}')
     if sys.platform == 'darwin':
diff --git a/modules/call_queue.py b/modules/call_queue.py
index 15d5274b8..21f94352d 100644
--- a/modules/call_queue.py
+++ b/modules/call_queue.py
@@ -2,9 +2,6 @@ import html
 import threading
 import time
 import cProfile
-import pstats
-import io
-from rich import print # pylint: disable=redefined-builtin
 from modules import shared, progress, errors
 
 queue_lock = threading.Lock()
@@ -62,10 +59,7 @@ def wrap_gradio_call(func, extra_outputs=None, add_stats=False, name=None):
             else:
                 res = list(res)
             if shared.cmd_opts.profile:
-                pr.disable()
-                s = io.StringIO()
-                pstats.Stats(pr, stream=s).sort_stats(pstats.SortKey.CUMULATIVE).print_stats(15)
-                print('Profile Exec:', s.getvalue())
+                errors.profile(pr, 'Wrap')
         except Exception as e:
             errors.display(e, 'gradio call')
             if extra_outputs_array is None:
diff --git a/modules/devices.py b/modules/devices.py
index 78a20c4e6..0211242b5 100644
--- a/modules/devices.py
+++ b/modules/devices.py
@@ -150,6 +150,25 @@ def torch_gc(force=False):
     log.debug(f'gc: collected={collected} device={torch.device(get_optimal_device_name())} {memstats.memory_stats()}')
 
 
+def set_cuda_sync_mode(mode):
+    """
+    Set the CUDA device synchronization mode: auto, spin, yield or block.
+    auto: Chooses spin or yield depending on the number of available CPU cores.
+    spin: Runs one CPU core per GPU at 100% to poll for completed operations.
+    yield: Gives control to other threads between polling, if any are waiting.
+    block: Lets the thread sleep until the GPU driver signals completion.
+    """
+    if mode == -1 or mode == 'none' or not cuda_ok:
+        return
+    try:
+        import ctypes
+        log.info(f'Set cuda synch: mode={mode}')
+        torch.cuda.set_device(torch.device(get_optimal_device_name()))
+        ctypes.CDLL('libcudart.so').cudaSetDeviceFlags({'auto': 0, 'spin': 1, 'yield': 2, 'block': 4}[mode])
+    except Exception:
+        pass
+
+
 def test_fp16():
     if shared.cmd_opts.experimental:
         return True
@@ -272,6 +291,9 @@ dtype = torch.float16
 dtype_vae = torch.float16
 dtype_unet = torch.float16
 unet_needs_upcast = False
+if args.profile:
+    log.info(f'Torch build config: {torch.__config__.show()}')
+# set_cuda_sync_mode('block') # none/auto/spin/yield/block
 
 
 def cond_cast_unet(tensor):
diff --git a/modules/errors.py b/modules/errors.py
index ecbc30a36..f14cfe291 100644
--- a/modules/errors.py
+++ b/modules/errors.py
@@ -55,3 +55,34 @@ def run(code, task):
 
 def exception(suppress=[]): # noqa: B006
     console.print_exception(show_locals=False, max_frames=10, extra_lines=2, suppress=suppress, theme="ansi_dark", word_wrap=False, width=min([console.width, 200]))
+
+
+def profile(profiler, msg: str):
+    profiler.disable()
+    import io
+    import pstats
+    stream = io.StringIO() # pylint: disable=abstract-class-instantiated
+    p = pstats.Stats(profiler, stream=stream)
+    p.sort_stats(pstats.SortKey.CUMULATIVE)
+    p.print_stats(100)
+    # p.print_title()
+    # p.print_call_heading(10, 'time')
+    # p.print_callees(10)
+    # p.print_callers(10)
+    profiler = None
+    lines = stream.getvalue().split('\n')
+    lines = [l for l in lines if '<frozen' not in l and '{built-in' not in l and '/logging' not in l and 'Ordered by' not in l and 'List reduced' not in l and '_lsprof' not in l and '/profiler' not in l and 'rich' not in l and l.strip() != '']
+    txt = '\n'.join(lines[:min(5, len(lines))])
+    log.debug(f'Profile {msg}: {txt}')
+
+
+def profile_torch(profiler, msg: str):
+    profiler.stop()
+    from rich import print # pylint: disable=redefined-builtin
+    # lines = profiler.key_averages().table(sort_by="self_cuda_time_total", row_limit=6)
+    lines = profiler.key_averages().table(sort_by="self_cpu_time_total", row_limit=12)
+    lines = lines.split('\n')
+    lines = [l for l in lines if '/profiler' not in l and '---' not in l]
+    txt = '\n'.join(lines)
+    # print(f'Torch {msg}:', txt)
+    log.debug(f'Torch profile {msg}: \n{txt}')
diff --git a/modules/loader.py b/modules/loader.py
index 3dbb0c4a8..fa9b34153 100644
--- a/modules/loader.py
+++ b/modules/loader.py
@@ -42,3 +42,16 @@ errors.install([gradio])
 import diffusers # pylint: disable=W0611,C0411
 timer.startup.record("diffusers")
 errors.log.info(f'Load packages: torch={getattr(torch, "__long_version__", torch.__version__)} diffusers={diffusers.__version__} gradio={gradio.__version__}')
+
+try:
+    import os
+    import math
+    cores = os.cpu_count()
+    affinity = len(os.sched_getaffinity(0))
+    threads = torch.get_num_threads()
+    if threads < (affinity / 2):
+        torch.set_num_threads(math.floor(affinity / 2))
+        threads = torch.get_num_threads()
+        errors.log.debug(f'Detected: cores={cores} affinity={affinity} set threads={threads}')
+except Exception as e:
+    pass
diff --git a/modules/lora b/modules/lora
index 95ae56bd2..0908c5414 160000
--- a/modules/lora
+++ b/modules/lora
@@ -1 +1 @@
-Subproject commit 95ae56bd22c285ccb2fe5fca96d92f39842bb99b
+Subproject commit 0908c5414dadfe2185669e2d657d542161647b79
diff --git a/modules/modelloader.py b/modules/modelloader.py
index ddaa6efef..0e8254024 100644
--- a/modules/modelloader.py
+++ b/modules/modelloader.py
@@ -574,6 +574,7 @@ def move_files(src_path: str, dest_path: str, ext_filter: str = None):
 
 def load_upscalers():
     # We can only do this 'magic' method to dynamically load upscalers if they are referenced, so we'll try to import any _model.py files before looking in __subclasses__
+    t0 = time.time()
     modules_dir = os.path.join(shared.script_path, "modules", "postprocess")
     for file in os.listdir(modules_dir):
         if "_model.py" in file:
@@ -602,4 +603,5 @@ def load_upscalers():
         datas += scaler.scalers
         names.append(name[8:])
     shared.sd_upscalers = sorted(datas, key=lambda x: x.name.lower() if not isinstance(x.scaler, (UpscalerNone, UpscalerLanczos, UpscalerNearest)) else "") # Special case for UpscalerNone keeps it at the beginning of the list.
-    shared.log.debug(f"Load upscalers: total={len(shared.sd_upscalers)} downloaded={len([x for x in shared.sd_upscalers if x.data_path is not None and os.path.isfile(x.data_path)])} user={len([x for x in shared.sd_upscalers if x.custom])} {names}")
+    t1 = time.time()
+    shared.log.debug(f"Load upscalers: total={len(shared.sd_upscalers)} downloaded={len([x for x in shared.sd_upscalers if x.data_path is not None and os.path.isfile(x.data_path)])} user={len([x for x in shared.sd_upscalers if x.custom])} time={t1-t0:.2f} {names}")
diff --git a/modules/processing.py b/modules/processing.py
index 01f1dd3af..b04388d8f 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -18,7 +18,7 @@ from ldm.models.diffusion.ddpm import LatentDepth2ImageDiffusion
 from einops import repeat, rearrange
 from blendmodes.blend import blendLayers, BlendType
 from installer import git_commit
-from modules import shared, devices
+from modules import shared, devices, errors
 import modules.memstats
 import modules.lowvram
 import modules.masking
@@ -666,36 +666,6 @@ def create_infotext(p: StableDiffusionProcessing, all_prompts=None, all_seeds=No
     return infotext
 
 
-"""
-def print_profile(profile, msg: str):
-    try:
-        from rich import print # pylint: disable=redefined-builtin
-    except Exception:
-        pass
-    lines = profile.key_averages().table(sort_by="cuda_time_total", row_limit=20)
-    lines = lines.split('\n')
-    lines = [l for l in lines if '/profiler' not in l]
-    print(f'Profile {msg}:', '\n'.join(lines))
-"""
-
-
-def print_profile(profile, msg: str):
-    import io
-    import pstats
-    try:
-        from rich import print # pylint: disable=redefined-builtin
-    except Exception:
-        pass
-    profile.disable()
-    stream = io.StringIO() # pylint: disable=abstract-class-instantiated
-    ps = pstats.Stats(profile, stream=stream)
-    ps.sort_stats(pstats.SortKey.CUMULATIVE).print_stats(15)
-    profile = None
-    lines = stream.getvalue().split('\n')
-    lines = [line for line in lines if '<frozen' not in line and '{built-in' not in line and '/logging' not in line and '/rich' not in line]
-    print(f'Profile {msg}:', '\n'.join(lines))
-
-
 def process_images(p: StableDiffusionProcessing) -> Processed:
     if not hasattr(p.sd_model, 'sd_checkpoint_info'):
         return None
@@ -743,22 +713,26 @@ def process_images(p: StableDiffusionProcessing) -> Processed:
         modules.script_callbacks.before_process_callback(p)
 
         if shared.cmd_opts.profile:
-            """
-            import torch.profiler # pylint: disable=redefined-outer-name
-            with torch.profiler.profile(profile_memory=True, with_modules=True) as prof:
-                with torch.profiler.record_function("process_images"):
-                    res = process_images_inner(p)
-            print_profile(prof, 'process_images')
-            """
             import cProfile
-            pr = cProfile.Profile()
-            pr.enable()
+            profile_python = cProfile.Profile()
+            profile_python.enable()
             with context_hypertile_vae(p), context_hypertile_unet(p):
+                import torch.profiler # pylint: disable=redefined-outer-name
+                activities=[torch.profiler.ProfilerActivity.CPU]
+                if torch.cuda.is_available():
+                    activities.append(torch.profiler.ProfilerActivity.CUDA)
+                shared.log.debug(f'Torch profile: activities={activities}')
+                if shared.profiler is None:
+                    shared.profiler = torch.profiler.profile(activities=activities, profile_memory=True, with_modules=True)
+                shared.profiler.start()
+                shared.profiler.step()
                 res = process_images_inner(p)
-            print_profile(pr, 'Torch')
+                errors.profile_torch(shared.profiler, 'Process')
+            errors.profile(profile_python, 'Process')
         else:
             with context_hypertile_vae(p), context_hypertile_unet(p):
                 res = process_images_inner(p)
+
     finally:
         if not shared.opts.cuda_compile:
             modules.sd_models.apply_token_merging(p.sd_model, 0)
diff --git a/modules/processing_diffusers.py b/modules/processing_diffusers.py
index 2049fa881..e90cd0126 100644
--- a/modules/processing_diffusers.py
+++ b/modules/processing_diffusers.py
@@ -85,6 +85,8 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
             return kwargs
         kwargs = correction_callback(p, timestep, kwargs)
         shared.state.current_latent = kwargs['latents']
+        if shared.cmd_opts.profile and shared.profiler is not None:
+            shared.profiler.step()
         return kwargs
 
     def full_vae_decode(latents, model):
@@ -139,6 +141,7 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         return encoded
 
     def vae_decode(latents, model, output_type='np', full_quality=True):
+        t0 = time.time()
         prev_job = shared.state.job
         shared.state.job = 'vae'
         if not torch.is_tensor(latents): # already decoded
@@ -163,6 +166,9 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         # decoded = validate_sample(decoded)
         imgs = model.image_processor.postprocess(decoded, output_type=output_type)
         shared.state.job = prev_job
+        if shared.cmd_opts.profile:
+            t1 = time.time()
+            shared.log.debug(f'Profile: VAE decode: {t1-t0:.2f}')
         return imgs
 
     def vae_encode(image, model, full_quality=True): # pylint: disable=unused-variable
@@ -269,6 +275,7 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
         return task_args
 
     def set_pipeline_args(model, prompts: list, negative_prompts: list, prompts_2: typing.Optional[list]=None, negative_prompts_2: typing.Optional[list]=None, desc:str='', **kwargs):
+        t0 = time.time()
         if hasattr(model, "set_progress_bar_config"):
             model.set_progress_bar_config(bar_format='Progress {rate_fmt}{postfix} {bar} {percentage:3.0f}% {n_fmt}/{total_fmt} {elapsed} {remaining} ' + '\x1b[38;5;71m' + desc, ncols=80, colour='#327fba')
         args = {}
@@ -379,6 +386,9 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
             shared.log.debug(txt)
         # components = [{ k: getattr(v, 'device', None) } for k, v in model.components.items()]
         # shared.log.debug(f'Diffuser pipeline components: {components}')
+        if shared.cmd_opts.profile:
+            t1 = time.time()
+            shared.log.debug(f'Profile: pipeline args: {t1-t0:.2f}')
         return args
 
     def recompile_model(hires=False):
@@ -502,7 +512,11 @@ def process_diffusers(p: StableDiffusionProcessing, seeds, prompts, negative_pro
     p.extra_generation_params['Pipeline'] = shared.sd_model.__class__.__name__
     p.extra_generation_params["Sampler Eta"] = shared.opts.scheduler_eta if shared.opts.scheduler_eta is not None and shared.opts.scheduler_eta > 0 and shared.opts.scheduler_eta < 1 else None
     try:
+        t0 = time.time()
         output = shared.sd_model(**base_args) # pylint: disable=not-callable
+        if shared.cmd_opts.profile:
+            t1 = time.time()
+            shared.log.debug(f'Profile: pipeline call: {t1-t0:.2f}')
         if not hasattr(output, 'images') and hasattr(output, 'frames'):
             shared.log.debug(f'Generated: frames={len(output.frames[0])}')
             output.images = output.frames[0]
diff --git a/modules/script_callbacks.py b/modules/script_callbacks.py
index e30f88dd1..663199968 100644
--- a/modules/script_callbacks.py
+++ b/modules/script_callbacks.py
@@ -329,7 +329,7 @@ def before_ui_callback():
 
 
 def add_callback(callbacks, fun):
-    stack = [x for x in inspect.stack() if x.filename != __file__]
+    stack = [x for x in inspect.stack(0) if x.filename != __file__]
     filename = stack[0].filename if len(stack) > 0 else 'unknown file'
     callbacks.append(ScriptCallback(filename, fun))
 
diff --git a/modules/script_loading.py b/modules/script_loading.py
index 5ac82f538..b20d4072e 100644
--- a/modules/script_loading.py
+++ b/modules/script_loading.py
@@ -3,7 +3,7 @@ import os
 import contextlib
 import importlib.util
 import modules.errors as errors
-from installer import setup_logging
+from installer import setup_logging, args
 
 
 preloaded = []
@@ -12,6 +12,10 @@ preloaded = []
 def load_module(path):
     module_spec = importlib.util.spec_from_file_location(os.path.basename(path), path)
     module = importlib.util.module_from_spec(module_spec)
+    if args.profile:
+        import cProfile
+        pr = cProfile.Profile()
+        pr.enable()
     try:
         if '/sd-extension-' in path: # safe extensions without stdout intercept
             module_spec.loader.exec_module(module)
@@ -25,6 +29,8 @@ def load_module(path):
                     errors.log.info(f"Extension: script='{os.path.relpath(path)}' {line.strip()}")
     except Exception as e:
         errors.display(e, f'Module load: {path}')
+    if args.profile:
+        errors.profile(pr, f'Scripts: {path}')
     return module
 
 
diff --git a/modules/scripts.py b/modules/scripts.py
index 01c501f2c..aee3545b2 100644
--- a/modules/scripts.py
+++ b/modules/scripts.py
@@ -261,6 +261,7 @@ def load_scripts():
             elif issubclass(script_class, scripts_postprocessing.ScriptPostprocessing):
                 postprocessing_scripts_data.append(ScriptClassData(script_class, scriptfile.path, scriptfile.basedir, module))
 
+    from installer import args
     for scriptfile in scripts_list:
         try:
             if scriptfile.basedir != paths.script_path:
@@ -274,12 +275,10 @@ def load_scripts():
             current_basedir = paths.script_path
             t.record(os.path.basename(scriptfile.basedir))
             sys.path = syspath
-
     global scripts_txt2img, scripts_img2img, scripts_postproc # pylint: disable=global-statement
     scripts_txt2img = ScriptRunner()
     scripts_img2img = ScriptRunner()
     scripts_postproc = scripts_postprocessing.ScriptPostprocessingRunner()
-
     return t, time.time()-t0
 
 
diff --git a/modules/sd_models.py b/modules/sd_models.py
index ee94ec574..0956353ce 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -760,6 +760,10 @@ def set_diffuser_options(sd_model, vae, op: str):
 
 def load_diffuser(checkpoint_info=None, already_loaded_state_dict=None, timer=None, op='model'): # pylint: disable=unused-argument
     import torch # pylint: disable=reimported,redefined-outer-name
+    if shared.cmd_opts.profile:
+        import cProfile
+        pr = cProfile.Profile()
+        pr.enable()
     if timer is None:
         timer = Timer()
     logging.getLogger("diffusers").setLevel(logging.ERROR)
@@ -976,6 +980,8 @@ def load_diffuser(checkpoint_info=None, already_loaded_state_dict=None, timer=No
 
     timer.record("load")
     devices.torch_gc(force=True)
+    if shared.cmd_opts.profile:
+        errors.profile(pr, 'Load')
     script_callbacks.model_loaded_callback(sd_model)
     shared.log.info(f"Load {op}: time={timer.summary()} native={get_native(sd_model)} {memory_stats()}")
 
diff --git a/modules/shared.py b/modules/shared.py
index 0ba936223..7c2bea684 100644
--- a/modules/shared.py
+++ b/modules/shared.py
@@ -781,6 +781,7 @@ class Options:
             value = expected_type(value)
         return value
 
+profiler = None
 opts = Options()
 config_filename = cmd_opts.config
 opts.load(config_filename)
@@ -804,6 +805,7 @@ device = devices.device
 batch_cond_uncond = opts.always_batch_cond_uncond or not (cmd_opts.lowvram or cmd_opts.medvram)
 parallel_processing_allowed = not cmd_opts.lowvram
 mem_mon = modules.memmon.MemUsageMonitor("MemMon", devices.device)
+max_workers = 2
 if devices.backend == "directml":
     directml_do_hijack()
 
diff --git a/modules/styles.py b/modules/styles.py
index be5259f2c..1f9a6fd52 100644
--- a/modules/styles.py
+++ b/modules/styles.py
@@ -4,6 +4,7 @@ import re
 import os
 import csv
 import json
+import time
 from installer import log
 
 
@@ -87,6 +88,7 @@ class StyleDatabase:
 
     def load_style(self, fn, prefix=None):
         with open(fn, 'r', encoding='utf-8') as f:
+            new_style = None
             try:
                 all_styles = json.load(f)
                 if type(all_styles) is dict:
@@ -100,7 +102,7 @@ class StyleDatabase:
                         name = os.path.join(prefix, name)
                     else:
                         name = os.path.join(os.path.dirname(os.path.relpath(fn, self.path)), name)
-                    self.styles[style["name"]] = Style(
+                    new_style = Style(
                         name=name,
                         desc=style.get('description', name),
                         prompt=style.get("prompt", ""),
@@ -110,26 +112,37 @@ class StyleDatabase:
                         filename=fn,
                         mtime=os.path.getmtime(fn),
                     )
+                    self.styles[style["name"]] = new_style
             except Exception as e:
                 log.error(f'Failed to load style: file={fn} error={e}')
+            return new_style
 
 
     def reload(self):
+        t0 = time.time()
         self.styles.clear()
+
         def list_folder(folder):
-            for filename in os.listdir(folder):
-                fn = os.path.abspath(os.path.join(folder, filename))
-                if os.path.isfile(fn) and fn.lower().endswith(".json"):
-                    self.load_style(fn)
-                elif os.path.isdir(fn) and not fn.startswith('.'):
-                    list_folder(fn)
+            import concurrent
+            future_items = {}
+            with concurrent.futures.ThreadPoolExecutor(max_workers=8) as executor:
+                for filename in os.listdir(folder):
+                    fn = os.path.abspath(os.path.join(folder, filename))
+                    if os.path.isfile(fn) and fn.lower().endswith(".json"):
+                        future_items[executor.submit(self.load_style, fn, None)] = fn
+                        # self.load_style(fn)
+                    elif os.path.isdir(fn) and not fn.startswith('.'):
+                        list_folder(fn)
+                self.styles = dict(sorted(self.styles.items(), key=lambda style: style[1].filename))
+                if self.built_in:
+                    fn = os.path.join('html', 'art-styles.json')
+                    future_items[executor.submit(self.load_style, fn, 'built-in')] = fn
+                for future in concurrent.futures.as_completed(future_items):
+                    future.result()
 
         list_folder(self.path)
-        self.styles = dict(sorted(self.styles.items(), key=lambda style: style[1].filename))
-        if self.built_in:
-            self.load_style(os.path.join('html', 'art-styles.json'), 'built-in')
-
-        log.debug(f'Load styles: folder="{self.path}" items={len(self.styles.keys())}')
+        t1 = time.time()
+        log.debug(f'Load styles: folder="{self.path}" items={len(self.styles.keys())} time={t1-t0:.2f}')
 
     def find_style(self, name):
         found = [style for style in self.styles.values() if style.name == name]
diff --git a/modules/ui_extra_networks.py b/modules/ui_extra_networks.py
index 9727b8752..f30dba2cc 100644
--- a/modules/ui_extra_networks.py
+++ b/modules/ui_extra_networks.py
@@ -15,7 +15,7 @@ from collections import OrderedDict
 import gradio as gr
 from PIL import Image
 from starlette.responses import FileResponse, JSONResponse
-from modules import paths, shared, scripts, modelloader
+from modules import paths, shared, scripts, modelloader, errors
 from modules.ui_components import ToolButton
 import modules.ui_symbols as symbols
 
@@ -270,7 +270,7 @@ class ExtraNetworksPage:
             self.html = f"<div id='{tabname}_{self_name_id}_subdirs' class='extra-network-subdirs'>{subdirs_html}</div><div id='{tabname}_{self_name_id}_cards' class='extra-network-cards'>{self.html}</div>"
         else:
             return ''
-        shared.log.debug(f"Extra networks: page='{self.name}' items={len(self.items)} subfolders={len(subdirs)} tab={tabname} folders={self.allowed_directories_for_previews()} list={self.list_time:.2f} desc={self.desc_time:.2f} info={self.info_time:.2f}")
+        shared.log.debug(f"Extra networks: page='{self.name}' items={len(self.items)} subfolders={len(subdirs)} tab={tabname} folders={self.allowed_directories_for_previews()} list={self.list_time:.2f} desc={self.desc_time:.2f} info={self.info_time:.2f} workers={shared.max_workers}")
         if len(self.missing_thumbs) > 0:
             threading.Thread(target=self.create_thumb).start()
         return self.html
@@ -463,6 +463,10 @@ def create_ui(container, button_parent, tabname, skip_indexing = False):
     ui.tabs = gr.Tabs(elem_id=tabname+"_extra_tabs")
     ui.button_details = gr.Button('Details', elem_id=tabname+"_extra_details_btn", visible=False)
     state = {}
+    if shared.cmd_opts.profile:
+        import cProfile
+        pr = cProfile.Profile()
+        pr.enable()
 
     def get_item(state, params = None):
         if params is not None and type(params) == dict:
@@ -567,6 +571,10 @@ def create_ui(container, button_parent, tabname, skip_indexing = False):
                 page_html = gr.HTML(page.html, elem_id=f'{tabname}{page.name}_extra_page', elem_classes="extra-networks-page")
                 ui.pages.append(page_html)
                 tab.select(ui_tab_change, _js="getENActivePage", inputs=[ui.button_details], outputs=[ui.button_scan, ui.button_save, ui.button_model])
+    if shared.cmd_opts.profile:
+        errors.profile(pr, 'ExtraNetworks')
+        pr.disable()
+
         # ui.tabs.change(fn=ui_tab_change, inputs=[], outputs=[ui.button_scan, ui.button_save])
 
     def fn_save_img(image):
diff --git a/modules/ui_extra_networks_checkpoints.py b/modules/ui_extra_networks_checkpoints.py
index 01902b376..692acdc18 100644
--- a/modules/ui_extra_networks_checkpoints.py
+++ b/modules/ui_extra_networks_checkpoints.py
@@ -64,7 +64,7 @@ class ExtraNetworksPageCheckpoints(ui_extra_networks.ExtraNetworksPage):
         return record
 
     def list_items(self):
-        with concurrent.futures.ThreadPoolExecutor(max_workers=8) as executor:
+        with concurrent.futures.ThreadPoolExecutor(max_workers=shared.max_workers) as executor:
             future_items = {executor.submit(self.create_item, cp): cp for cp in list(sd_models.checkpoints_list.copy())}
             for future in concurrent.futures.as_completed(future_items):
                 item = future.result()
diff --git a/modules/ui_extra_networks_styles.py b/modules/ui_extra_networks_styles.py
index 12f5f0a53..8dcccf96e 100644
--- a/modules/ui_extra_networks_styles.py
+++ b/modules/ui_extra_networks_styles.py
@@ -95,7 +95,7 @@ class ExtraNetworksPageStyles(ui_extra_networks.ExtraNetworksPage):
         return item
 
     def list_items(self):
-        with concurrent.futures.ThreadPoolExecutor(max_workers=8) as executor:
+        with concurrent.futures.ThreadPoolExecutor(max_workers=shared.max_workers) as executor:
             future_items = {executor.submit(self.create_item, style): style for style in list(shared.prompt_styles.styles)}
             for future in concurrent.futures.as_completed(future_items):
                 item = future.result()
diff --git a/modules/ui_extra_networks_textual_inversion.py b/modules/ui_extra_networks_textual_inversion.py
index f67031029..d94ce39dc 100644
--- a/modules/ui_extra_networks_textual_inversion.py
+++ b/modules/ui_extra_networks_textual_inversion.py
@@ -68,7 +68,7 @@ class ExtraNetworksPageTextualInversion(ui_extra_networks.ExtraNetworksPage):
             self.embeddings = []
         self.embeddings = sorted(self.embeddings, key=lambda emb: emb.filename)
 
-        with concurrent.futures.ThreadPoolExecutor(max_workers=8) as executor:
+        with concurrent.futures.ThreadPoolExecutor(max_workers=shared.max_workers) as executor:
             future_items = {executor.submit(self.create_item, net): net for net in self.embeddings}
             for future in concurrent.futures.as_completed(future_items):
                 item = future.result()
diff --git a/webui.py b/webui.py
index 157731f10..d352bed72 100644
--- a/webui.py
+++ b/webui.py
@@ -311,6 +311,9 @@ def webui(restart=False):
     modules.sd_models.write_metadata()
     load_model()
     shared.opts.save(shared.config_filename)
+    if cmd_opts.profile:
+        for k, v in modules.script_callbacks.callback_map.items():
+            shared.log.debug(f'Registered callbacks: {k}={len(v)} {[c.script for c in v]}')
     log.info(f"Startup time: {timer.startup.summary()}")
     debug = log.info if os.environ.get('SD_SCRIPT_DEBUG', None) is not None else lambda *args, **kwargs: None
     debug('Loaded scripts:')

From 099188a8cd7cbb5d4cea3d017091a1fc9833051a Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Sun, 3 Dec 2023 11:35:04 -0500
Subject: [PATCH 39/42] update changelog

---
 CHANGELOG.md | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index fd019a27a..9f1b29657 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -47,7 +47,10 @@ Also new is support for **SDXL-Turbo** as well as new **Kandinsky 3** models and
     interpolation is done using [RIFE](https://arxiv.org/abs/2011.06294) with native implementation in SD.Next  
     And its fast - interpolation from 16 frames with 10x frames to target 160 frames results takes 2-3sec
   - output folder for videos is in *settings -> image paths -> video*  
-- **General**
+- **General**  
+  - redesigned built-in profiler  
+    - now includes both `python` and `torch` and traces individual functions  
+    - use with `--debug --profile`  
   - **model merge** add **SD-XL ReBasin** support, thanks @AI-Casanova  
   - further UI optimizations for **mobile devices**, thanks @iDeNoh  
   - log level defaults to info for console and debug for log file  

From 3d971d7bbf37e040bea5cb505dd03540d18044cc Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Mon, 4 Dec 2023 09:22:14 -0500
Subject: [PATCH 40/42] fix infotext wrapping

---
 CHANGELOG.md          | 10 +++++-----
 javascript/sdnext.css |  2 +-
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9f1b29657..6650290b6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,15 +1,11 @@
 # Change Log for SD.Next
 
-## Update for 2023-12-01
+## Update for 2023-12-04
 
 What's new? Native video in SD.Next via both **AnimateDiff** and **Stable-Video-Diffusion** - and including native MP4 encoding and smooth video outputs out-of-the-box, not just animated-GIFs.  
 Also new is support for **SDXL-Turbo** as well as new **Kandinsky 3** models and cool latent correction via **HDR controls** for any *txt2img* workflows, best-of-class **SDXL model merge** using full ReBasin methods and further mobile UI optimizations.  
 
 - **Diffusers**
-  - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
-    - in *Advanced* params
-    - allows control of *latent clamping*, *color centering* and *range maximimization*  
-    - supported by *XYZ grid*  
   - **IP adapter**
     - lightweight native implementation of T2I adapters which can guide generation towards specific image style  
     - supports most T2I models, not limited to SD 1.5  
@@ -23,6 +19,10 @@ Also new is support for **SDXL-Turbo** as well as new **Kandinsky 3** models and
     - for video saving support, see video support section
     - can be combined with IP-Adapter for even better results!  
     - for AnimateDiff support in *Original* backend, use standard *AnimateDiff* extension  
+  - **HDR latent control**, based on [article](https://huggingface.co/blog/TimothyAlexisVass/explaining-the-sdxl-latent-space#long-prompts-at-high-guidance-scales-becoming-possible)  
+    - in *Advanced* params
+    - allows control of *latent clamping*, *color centering* and *range maximimization*  
+    - supported by *XYZ grid*  
   - [SD21 Turbo](https://huggingface.co/stabilityai/sd-turbo) and [SDXL Turbo](<https://huggingface.co/stabilityai/sdxl-turbo>) support  
     - just set CFG scale (0.0-1.0) and steps (1-3) to a very low value  
     - compatible with original StabilityAI SDXL-Turbo or any of the newer merges
diff --git a/javascript/sdnext.css b/javascript/sdnext.css
index 1d7154569..769d9da16 100644
--- a/javascript/sdnext.css
+++ b/javascript/sdnext.css
@@ -95,7 +95,7 @@ div#extras_scale_to_tab div.form{ flex-direction: row; }
 #img2img_sketch, #img2maskimg, #inpaint_sketch { overflow: overlay !important; resize: auto; background: var(--panel-background-fill); z-index: 5; }
 .image-buttons button{ min-width: auto; }
 .infotext { overflow-wrap: break-word; line-height: 1.5em; }
-.infotext > p { padding-left: 1em; text-indent: -1em; white-space: pre; text-wrap: pretty; }
+.infotext > p { padding-left: 1em; text-indent: -1em; white-space: pre-wrap; }
 .tooltip { display: block; position: fixed; top: 1em; right: 1em; padding: 0.5em; background: var(--input-background-fill); color: var(--body-text-color); border: 1pt solid var(--button-primary-border-color);
   width: 22em; min-height: 1.3em; font-size: 0.8em; transition: opacity 0.2s ease-in; pointer-events: none; opacity: 0; z-index: 999; }
 .tooltip-show { opacity: 0.9; }

From 77f06befa4829214ef83699fb275a23a8793ea4c Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Mon, 4 Dec 2023 10:01:15 -0500
Subject: [PATCH 41/42] handle zero size image resize

---
 modules/images.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/modules/images.py b/modules/images.py
index 461490806..76c4a3cc6 100644
--- a/modules/images.py
+++ b/modules/images.py
@@ -244,6 +244,8 @@ def resize_image(resize_mode, im, width, height, upscaler_name=None, output_type
 
     if resize_mode == 0:
         res = im.copy()
+    if width == 0 or height == 0:
+        res = im.copy()
     elif resize_mode == 1:
         res = resize(im, width, height)
     elif resize_mode == 2:

From 2933ed6b4a9e5962b118f3146138823e2aa8ade0 Mon Sep 17 00:00:00 2001
From: Vladimir Mandic <mandic00@live.com>
Date: Mon, 4 Dec 2023 10:08:11 -0500
Subject: [PATCH 42/42] lint fixes

---
 modules/errors.py                 | 15 +++++++++++----
 modules/loader.py                 |  2 +-
 modules/merging/merge_PermSpec.py |  4 ++--
 modules/processing_correction.py  |  4 ++--
 modules/rife/model_ifnet.py       |  2 +-
 5 files changed, 17 insertions(+), 10 deletions(-)

diff --git a/modules/errors.py b/modules/errors.py
index f14cfe291..0f770856f 100644
--- a/modules/errors.py
+++ b/modules/errors.py
@@ -71,18 +71,25 @@ def profile(profiler, msg: str):
     # p.print_callers(10)
     profiler = None
     lines = stream.getvalue().split('\n')
-    lines = [l for l in lines if '<frozen' not in l and '{built-in' not in l and '/logging' not in l and 'Ordered by' not in l and 'List reduced' not in l and '_lsprof' not in l and '/profiler' not in l and 'rich' not in l and l.strip() != '']
+    lines = [x for x in lines if '<frozen' not in x
+             and '{built-in' not in x
+             and '/logging' not in x
+             and 'Ordered by' not in x
+             and 'List reduced' not in x
+             and '_lsprof' not in x
+             and '/profiler' not in x
+             and 'rich' not in x
+             and x.strip() != ''
+            ]
     txt = '\n'.join(lines[:min(5, len(lines))])
     log.debug(f'Profile {msg}: {txt}')
 
 
 def profile_torch(profiler, msg: str):
     profiler.stop()
-    from rich import print # pylint: disable=redefined-builtin
-    # lines = profiler.key_averages().table(sort_by="self_cuda_time_total", row_limit=6)
     lines = profiler.key_averages().table(sort_by="self_cpu_time_total", row_limit=12)
     lines = lines.split('\n')
-    lines = [l for l in lines if '/profiler' not in l and '---' not in l]
+    lines = [x for x in lines if '/profiler' not in x and '---' not in x]
     txt = '\n'.join(lines)
     # print(f'Torch {msg}:', txt)
     log.debug(f'Torch profile {msg}: \n{txt}')
diff --git a/modules/loader.py b/modules/loader.py
index fa9b34153..8b06f09ac 100644
--- a/modules/loader.py
+++ b/modules/loader.py
@@ -53,5 +53,5 @@ try:
         torch.set_num_threads(math.floor(affinity / 2))
         threads = torch.get_num_threads()
         errors.log.debug(f'Detected: cores={cores} affinity={affinity} set threads={threads}')
-except Exception as e:
+except Exception:
     pass
diff --git a/modules/merging/merge_PermSpec.py b/modules/merging/merge_PermSpec.py
index 8ace6ef61..1de9b8317 100644
--- a/modules/merging/merge_PermSpec.py
+++ b/modules/merging/merge_PermSpec.py
@@ -37,7 +37,7 @@ def sdunet_permutation_spec() -> PermutationSpec:
     }
 
     # VAE blocks - Unused
-    easyblock2 = lambda name, p: {  # pylint: disable=unnecessary-lambda-assignment
+    easyblock2 = lambda name, p: {  # pylint: disable=unnecessary-lambda-assignment, unused-variable # noqa: F841
         **norm(f"{name}.norm1", p),
         **conv(f"{name}.conv1", p, f"P_{name}_inner"),
         **norm(f"{name}.norm2", f"P_{name}_inner"),
@@ -45,7 +45,7 @@ def sdunet_permutation_spec() -> PermutationSpec:
     }
 
     # This is for blocks that use a residual connection, but change the number of channels via a Conv.
-    shortcutblock = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment
+    shortcutblock = lambda name, p_in, p_out: {  # pylint: disable=unnecessary-lambda-assignment, , unused-variable # noqa: F841
         **norm(f"{name}.norm1", p_in),
         **conv(f"{name}.conv1", p_in, f"P_{name}_inner"),
         **norm(f"{name}.norm2", f"P_{name}_inner"),
diff --git a/modules/processing_correction.py b/modules/processing_correction.py
index c95526609..704805db4 100644
--- a/modules/processing_correction.py
+++ b/modules/processing_correction.py
@@ -28,7 +28,7 @@ def soft_clamp_tensor(input_tensor, threshold=0.8, boundary=4):
     return input_tensor
 
 
-def center_tensor(input_tensor, channel_shift=1.0, full_shift=1.0, channels=[0, 1, 2, 3]):
+def center_tensor(input_tensor, channel_shift=1.0, full_shift=1.0, channels=[0, 1, 2, 3]): # pylint: disable=dangerous-default-value # noqa: B006
     if channel_shift == 0 and full_shift == 0:
         return input_tensor
     means = []
@@ -40,7 +40,7 @@ def center_tensor(input_tensor, channel_shift=1.0, full_shift=1.0, channels=[0,
     return input_tensor
 
 
-def maximize_tensor(input_tensor, boundary=1.0, channels=[0, 1, 2]):
+def maximize_tensor(input_tensor, boundary=1.0, channels=[0, 1, 2]): # pylint: disable=dangerous-default-value # noqa: B006
     if boundary == 1.0:
         return input_tensor
     boundary *= 4
diff --git a/modules/rife/model_ifnet.py b/modules/rife/model_ifnet.py
index 91598bde8..ec667425b 100644
--- a/modules/rife/model_ifnet.py
+++ b/modules/rife/model_ifnet.py
@@ -82,7 +82,7 @@ class IFNet(nn.Module):
         # self.contextnet = Contextnet()
         # self.unet = Unet()
 
-    def forward( self, x, timestep=0.5, scale_list=[8, 4, 2, 1], training=False, fastmode=True, ensemble=False):
+    def forward( self, x, timestep=0.5, scale_list=[8, 4, 2, 1], training=False, fastmode=True, ensemble=False): # pylint: disable=dangerous-default-value # noqa: B006
         if training is False:
             channel = x.shape[1] // 2
             img0 = x[:, :channel]