From 46896f0648b9c09d2c944fc0d6b4fc7a121454d3 Mon Sep 17 00:00:00 2001
From: hyunho1027 <ramanuzann@gmail.com>
Date: Fri, 2 Aug 2024 10:15:18 +0000
Subject: [PATCH] model pipeline done [Fri Aug  2 10:15:17 UTC 2024]

---
 dataset/x.csv                                 |   1 +
 dataset/y.csv                                 |   1 +
 dataset/z.csv                                 |   2 +-
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  26 ++++++
 .../metrics/train_loss                        |  26 ++++++
 .../metrics/valid_hit                         |  26 ++++++
 .../metrics/valid_loss                        |  26 ++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  39 +++++++++
 .../metrics/train_loss                        |  39 +++++++++
 .../metrics/valid_hit                         |  39 +++++++++
 .../metrics/valid_loss                        |  39 +++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../artifacts/model/MLmodel                   |  18 ++++
 .../artifacts/model/conda.yaml                |  11 +++
 .../artifacts/model/data/model.pth            | Bin 0 -> 207495 bytes
 .../model/data/pickle_module_info.txt         |   1 +
 .../artifacts/model/python_env.yaml           |   7 ++
 .../artifacts/model/requirements.txt          |   4 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/last_week_hit                     |   1 +
 .../metrics/train_hit                         |   1 +
 .../metrics/train_loss                        |   1 +
 .../metrics/valid_hit                         |   1 +
 .../metrics/valid_loss                        |   1 +
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.log-model.history             |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  24 ++++++
 .../metrics/train_loss                        |  24 ++++++
 .../metrics/valid_hit                         |  24 ++++++
 .../metrics/valid_loss                        |  24 ++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  36 ++++++++
 .../metrics/train_loss                        |  36 ++++++++
 .../metrics/valid_hit                         |  36 ++++++++
 .../metrics/valid_loss                        |  36 ++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  13 +++
 .../metrics/train_loss                        |  13 +++
 .../metrics/valid_hit                         |  13 +++
 .../metrics/valid_loss                        |  13 +++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  40 +++++++++
 .../metrics/train_loss                        |  40 +++++++++
 .../metrics/valid_hit                         |  40 +++++++++
 .../metrics/valid_loss                        |  40 +++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  77 ++++++++++++++++++
 .../metrics/train_loss                        |  77 ++++++++++++++++++
 .../metrics/valid_hit                         |  77 ++++++++++++++++++
 .../metrics/valid_loss                        |  77 ++++++++++++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  25 ++++++
 .../metrics/train_loss                        |  25 ++++++
 .../metrics/valid_hit                         |  25 ++++++
 .../metrics/valid_loss                        |  25 ++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  16 ++++
 .../metrics/train_loss                        |  16 ++++
 .../metrics/valid_hit                         |  16 ++++
 .../metrics/valid_loss                        |  16 ++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |   7 ++
 .../metrics/train_loss                        |   7 ++
 .../metrics/valid_hit                         |   7 ++
 .../metrics/valid_loss                        |   7 ++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  64 +++++++++++++++
 .../metrics/train_loss                        |  64 +++++++++++++++
 .../metrics/valid_hit                         |  64 +++++++++++++++
 .../metrics/valid_loss                        |  64 +++++++++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  13 +++
 .../metrics/train_loss                        |  13 +++
 .../metrics/valid_hit                         |  13 +++
 .../metrics/valid_loss                        |  13 +++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  57 +++++++++++++
 .../metrics/train_loss                        |  57 +++++++++++++
 .../metrics/valid_hit                         |  57 +++++++++++++
 .../metrics/valid_loss                        |  57 +++++++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  16 ++++
 .../metrics/train_loss                        |  16 ++++
 .../metrics/valid_hit                         |  16 ++++
 .../metrics/valid_loss                        |  16 ++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  36 ++++++++
 .../metrics/train_loss                        |  36 ++++++++
 .../metrics/valid_hit                         |  36 ++++++++
 .../metrics/valid_loss                        |  36 ++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 .../meta.yaml                                 |  15 ++++
 .../metrics/train_hit                         |  67 +++++++++++++++
 .../metrics/train_loss                        |  67 +++++++++++++++
 .../metrics/valid_hit                         |  67 +++++++++++++++
 .../metrics/valid_loss                        |  67 +++++++++++++++
 .../params/batch_size                         |   1 +
 .../params/early_stop_threshold               |   1 +
 .../params/hidden_dim                         |   1 +
 .../params/learning_rate                      |   1 +
 .../params/window_size                        |   1 +
 .../tags/mlflow.runName                       |   1 +
 .../tags/mlflow.source.git.commit             |   1 +
 .../tags/mlflow.source.name                   |   1 +
 .../tags/mlflow.source.type                   |   1 +
 .../tags/mlflow.user                          |   1 +
 mlruns/models/lotto/meta.yaml                 |   2 +-
 mlruns/models/lotto/version-73/meta.yaml      |  12 +++
 268 files changed, 2712 insertions(+), 2 deletions(-)
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/meta.yaml
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/batch_size
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/learning_rate
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/window_size
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/meta.yaml
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/batch_size
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/learning_rate
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/window_size
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/MLmodel
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/conda.yaml
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/data/model.pth
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/data/pickle_module_info.txt
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/python_env.yaml
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/requirements.txt
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/meta.yaml
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/last_week_hit
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/batch_size
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/learning_rate
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/window_size
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.log-model.history
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/meta.yaml
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/batch_size
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/learning_rate
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/window_size
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/meta.yaml
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/batch_size
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/learning_rate
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/window_size
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/meta.yaml
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/batch_size
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/learning_rate
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/window_size
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/meta.yaml
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/batch_size
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/learning_rate
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/window_size
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/meta.yaml
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/params/batch_size
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/params/learning_rate
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/params/window_size
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/meta.yaml
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/batch_size
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/learning_rate
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/window_size
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/meta.yaml
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/batch_size
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/learning_rate
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/window_size
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/meta.yaml
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/batch_size
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/learning_rate
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/window_size
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/meta.yaml
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/batch_size
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/learning_rate
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/window_size
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/meta.yaml
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/batch_size
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/learning_rate
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/window_size
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/meta.yaml
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/batch_size
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/learning_rate
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/window_size
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/meta.yaml
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/batch_size
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/learning_rate
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/window_size
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/meta.yaml
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/batch_size
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/learning_rate
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/window_size
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.user
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/meta.yaml
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_hit
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_loss
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_hit
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_loss
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/batch_size
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/early_stop_threshold
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/hidden_dim
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/learning_rate
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/window_size
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.runName
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.git.commit
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.name
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.type
 create mode 100644 mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.user
 create mode 100644 mlruns/models/lotto/version-73/meta.yaml

diff --git a/dataset/x.csv b/dataset/x.csv
index df3b209c..76a6ae4f 100644
--- a/dataset/x.csv
+++ b/dataset/x.csv
@@ -1121,3 +1121,4 @@
 0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0
 0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
diff --git a/dataset/y.csv b/dataset/y.csv
index b3dc63e0..146aad97 100644
--- a/dataset/y.csv
+++ b/dataset/y.csv
@@ -1121,3 +1121,4 @@
 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
diff --git a/dataset/z.csv b/dataset/z.csv
index 73143638..96258294 100644
--- a/dataset/z.csv
+++ b/dataset/z.csv
@@ -1,2 +1,2 @@
 0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,252,253,254,255,256,257,258,259,260,261,262,263,264,265,266,267,268,269,270,271,272,273,274,275,276,277,278,279,280,281,282,283,284,285,286,287,288,289,290,291,292,293,294,295,296,297,298,299,300,301,302,303,304,305,306,307,308,309,310,311,312,313,314
-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
+0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/meta.yaml b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/meta.yaml
new file mode 100644
index 00000000..06bc753c
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/artifacts
+end_time: 1722593712516
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 06e90699cd7b4c74961c48bdc4b976e3
+run_name: traveling-moose-348
+run_uuid: 06e90699cd7b4c74961c48bdc4b976e3
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593710639
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_hit b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_hit
new file mode 100644
index 00000000..221ef774
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_hit
@@ -0,0 +1,26 @@
+1722593710742 0.7623762488365173 0
+1722593710800 0.7762376070022583 0
+1722593710858 0.7871286869049072 0
+1722593710915 0.803960382938385 0
+1722593710974 0.8415841460227966 0
+1722593711029 0.8663366436958313 0
+1722593711089 0.9108911156654358 0
+1722593711146 0.9247524738311768 0
+1722593711273 0.9297029972076416 0
+1722593711344 0.9603960514068604 0
+1722593711400 0.9693069458007812 0
+1722593711456 0.9821782112121582 0
+1722593711512 1.014851450920105 0
+1722593711572 1.007920742034912 0
+1722593711633 1.0435643196105957 0
+1722593711694 1.076237678527832 0
+1722593711753 1.105940580368042 0
+1722593711813 1.1138614416122437 0
+1722593711869 1.1811881065368652 0
+1722593711926 1.197029709815979 0
+1722593712047 1.2039604187011719 0
+1722593712129 1.224752426147461 0
+1722593712224 1.2831683158874512 0
+1722593712374 1.2732672691345215 0
+1722593712441 1.3297029733657837 0
+1722593712506 1.3455445766448975 0
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_loss b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_loss
new file mode 100644
index 00000000..fab367a5
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/train_loss
@@ -0,0 +1,26 @@
+1722593710731 0.6803161911666393 0
+1722593710790 0.6237125303596258 0
+1722593710848 0.46792630665004253 0
+1722593710905 0.40096993185579777 0
+1722593710963 0.394110812805593 0
+1722593711019 0.3928841045126319 0
+1722593711078 0.3926006443798542 0
+1722593711137 0.3924488313496113 0
+1722593711258 0.39223245345056057 0
+1722593711334 0.3922219919040799 0
+1722593711390 0.39197367895394564 0
+1722593711445 0.3919088700786233 0
+1722593711502 0.39170049130916595 0
+1722593711563 0.39152828324586153 0
+1722593711621 0.3913174932822585 0
+1722593711684 0.39113484881818295 0
+1722593711743 0.3909335732460022 0
+1722593711803 0.39074395690113306 0
+1722593711859 0.39046630449593067 0
+1722593711917 0.3902320237830281 0
+1722593711990 0.3899474423378706 0
+1722593712118 0.3896733373403549 0
+1722593712208 0.38922175485640764 0
+1722593712304 0.3888936573639512 0
+1722593712430 0.3884637299925089 0
+1722593712495 0.3880209429189563 0
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_hit b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_hit
new file mode 100644
index 00000000..669e0145
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_hit
@@ -0,0 +1,26 @@
+1722593710746 0.8407079577445984 0
+1722593710805 0.9115044474601746 0
+1722593710862 0.9115044474601746 0
+1722593710920 0.8672566413879395 0
+1722593710979 0.8672566413879395 0
+1722593711034 0.8318583965301514 0
+1722593711094 0.778761088848114 0
+1722593711151 0.7964601516723633 0
+1722593711280 0.7876105904579163 0
+1722593711349 0.8230088353157043 0
+1722593711404 0.8230088353157043 0
+1722593711461 0.8761062026023865 0
+1722593711517 0.8318583965301514 0
+1722593711577 0.7964601516723633 0
+1722593711638 0.8141592741012573 0
+1722593711699 0.8318583965301514 0
+1722593711757 0.8672566413879395 0
+1722593711817 0.8584070801734924 0
+1722593711874 0.76106196641922 0
+1722593711931 0.9026548862457275 0
+1722593712054 0.8230088353157043 0
+1722593712135 0.8938053250312805 0
+1722593712234 0.8672566413879395 0
+1722593712380 0.8407079577445984 0
+1722593712447 0.8230088353157043 0
+1722593712510 0.778761088848114 0
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_loss b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_loss
new file mode 100644
index 00000000..e9034cd2
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/metrics/valid_loss
@@ -0,0 +1,26 @@
+1722593710737 0.6630451679229736 0
+1722593710795 0.5504777431488037 0
+1722593710853 0.4058542251586914 0
+1722593710910 0.39484483003616333 0
+1722593710969 0.39351871609687805 0
+1722593711024 0.39346206188201904 0
+1722593711085 0.39353883266448975 0
+1722593711141 0.3936254680156708 0
+1722593711266 0.39340245723724365 0
+1722593711339 0.3933897316455841 0
+1722593711395 0.39334824681282043 0
+1722593711451 0.3933790624141693 0
+1722593711507 0.3933374881744385 0
+1722593711568 0.3934383988380432 0
+1722593711627 0.3932165205478668 0
+1722593711689 0.39339086413383484 0
+1722593711748 0.39333483576774597 0
+1722593711808 0.39308807253837585 0
+1722593711864 0.39351338148117065 0
+1722593711921 0.39314520359039307 0
+1722593712039 0.3930734395980835 0
+1722593712124 0.39322367310523987 0
+1722593712215 0.3931260108947754 0
+1722593712365 0.3932660222053528 0
+1722593712436 0.3931814134120941 0
+1722593712501 0.3933347761631012 0
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/batch_size b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/batch_size
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/batch_size
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/early_stop_threshold b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/hidden_dim b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/hidden_dim
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/hidden_dim
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/learning_rate b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/learning_rate
new file mode 100644
index 00000000..752f26d6
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/learning_rate
@@ -0,0 +1 @@
+0.0005
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/window_size b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/window_size
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/params/window_size
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.runName b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.runName
new file mode 100644
index 00000000..495f0b11
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.runName
@@ -0,0 +1 @@
+traveling-moose-348
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.git.commit b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.name b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.type b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.user b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/06e90699cd7b4c74961c48bdc4b976e3/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/meta.yaml b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/meta.yaml
new file mode 100644
index 00000000..893803ec
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/artifacts
+end_time: 1722593707736
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 221657ba491a4113b053494b54dd724e
+run_name: vaunted-shrew-926
+run_uuid: 221657ba491a4113b053494b54dd724e
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593705211
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_hit b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_hit
new file mode 100644
index 00000000..4c418093
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_hit
@@ -0,0 +1,39 @@
+1722593705321 0.7980198264122009 0
+1722593705380 0.8297029733657837 0
+1722593705439 0.8366336822509766 0
+1722593705501 0.8227722644805908 0
+1722593705563 0.8346534371376038 0
+1722593705630 0.8495049476623535 0
+1722593705685 0.9118812084197998 0
+1722593705741 0.9524752497673035 0
+1722593705857 0.9415841698646545 0
+1722593705917 0.9514851570129395 0
+1722593706013 0.9712871313095093 0
+1722593706066 1.0049505233764648 0
+1722593706118 1.027722716331482 0
+1722593706169 1.0435643196105957 0
+1722593706223 1.0524752140045166 0
+1722593706277 1.0940593481063843 0
+1722593706327 1.093069314956665 0
+1722593706378 1.097029685974121 0
+1722593706430 1.1554455757141113 0
+1722593706481 1.1485148668289185 0
+1722593706535 1.1851484775543213 0
+1722593706588 1.2178218364715576 0
+1722593706652 1.2663366794586182 0
+1722593706707 1.2821781635284424 0
+1722593706759 1.3128713369369507 0
+1722593706807 1.3227722644805908 0
+1722593706855 1.3534653186798096 0
+1722593706903 1.3930692672729492 0
+1722593706950 1.4633663892745972 0
+1722593706996 1.4455446004867554 0
+1722593707043 1.4821782112121582 0
+1722593707090 1.5158416032791138 0
+1722593707136 1.5405941009521484 0
+1722593707187 1.5841584205627441 0
+1722593707242 1.6297029256820679 0
+1722593707370 1.6584157943725586 0
+1722593707446 1.6564356088638306 0
+1722593707522 1.7059406042099 0
+1722593707724 1.7198020219802856 0
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_loss b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_loss
new file mode 100644
index 00000000..1df42b6d
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/train_loss
@@ -0,0 +1,39 @@
+1722593705310 0.6821886412799358 0
+1722593705369 0.6548228412866592 0
+1722593705429 0.5945031866431236 0
+1722593705487 0.48987160809338093 0
+1722593705552 0.4091888889670372 0
+1722593705618 0.39689208753407 0
+1722593705675 0.3933328650891781 0
+1722593705730 0.3924585711210966 0
+1722593705846 0.3921968378126621 0
+1722593705905 0.3920899946242571 0
+1722593706003 0.39189537800848484 0
+1722593706056 0.3917837291955948 0
+1722593706108 0.39164480939507484 0
+1722593706160 0.3914437796920538 0
+1722593706213 0.3912751358002424 0
+1722593706267 0.3910973183810711 0
+1722593706317 0.3909636549651623 0
+1722593706369 0.3907231893390417 0
+1722593706421 0.3905279356986284 0
+1722593706472 0.39031586796045303 0
+1722593706523 0.3901210017502308 0
+1722593706578 0.38990268111228943 0
+1722593706638 0.3896643426269293 0
+1722593706698 0.3894410189241171 0
+1722593706750 0.38920264691114426 0
+1722593706798 0.3889249302446842 0
+1722593706846 0.3886556811630726 0
+1722593706894 0.38838950730860233 0
+1722593706941 0.38808757439255714 0
+1722593706987 0.3877286370843649 0
+1722593707035 0.38737485371530056 0
+1722593707081 0.387104794383049 0
+1722593707127 0.3867086246609688 0
+1722593707177 0.386326989158988 0
+1722593707232 0.3859303817152977 0
+1722593707292 0.3854611609131098 0
+1722593707431 0.385081447660923 0
+1722593707509 0.38454336673021317 0
+1722593707709 0.38411066867411137 0
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_hit b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_hit
new file mode 100644
index 00000000..f964e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_hit
@@ -0,0 +1,39 @@
+1722593705326 0.769911527633667 0
+1722593705385 0.752212405204773 0
+1722593705444 0.8584070801734924 0
+1722593705507 0.8849557638168335 0
+1722593705569 0.8584070801734924 0
+1722593705635 0.9380530714988708 0
+1722593705690 0.9203540086746216 0
+1722593705746 0.8584070801734924 0
+1722593705862 0.8495575189590454 0
+1722593705963 0.8141592741012573 0
+1722593706018 0.8407079577445984 0
+1722593706071 0.8053097128868103 0
+1722593706122 0.8230088353157043 0
+1722593706174 0.8230088353157043 0
+1722593706229 0.8230088353157043 0
+1722593706281 0.8318583965301514 0
+1722593706331 0.8230088353157043 0
+1722593706383 0.8141592741012573 0
+1722593706435 0.8318583965301514 0
+1722593706485 0.8407079577445984 0
+1722593706540 0.9026548862457275 0
+1722593706593 0.9026548862457275 0
+1722593706658 0.8672566413879395 0
+1722593706712 0.8849557638168335 0
+1722593706763 0.8938053250312805 0
+1722593706811 0.8141592741012573 0
+1722593706859 0.8938053250312805 0
+1722593706908 0.8495575189590454 0
+1722593706954 0.8849557638168335 0
+1722593707000 0.8761062026023865 0
+1722593707048 0.8318583965301514 0
+1722593707094 0.8584070801734924 0
+1722593707141 0.9203540086746216 0
+1722593707191 0.8849557638168335 0
+1722593707247 0.8672566413879395 0
+1722593707377 0.9292035102844238 0
+1722593707453 0.8495575189590454 0
+1722593707529 0.9115044474601746 0
+1722593707730 0.9380530714988708 0
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_loss b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_loss
new file mode 100644
index 00000000..3f3af908
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/metrics/valid_loss
@@ -0,0 +1,39 @@
+1722593705315 0.6709825396537781 0
+1722593705374 0.63090580701828 0
+1722593705434 0.544282078742981 0
+1722593705494 0.43359822034835815 0
+1722593705558 0.3981528878211975 0
+1722593705624 0.39524397253990173 0
+1722593705680 0.3935697674751282 0
+1722593705736 0.393374502658844 0
+1722593705851 0.3933444321155548 0
+1722593705910 0.39322999119758606 0
+1722593706008 0.3933560252189636 0
+1722593706061 0.3933463990688324 0
+1722593706113 0.3934880197048187 0
+1722593706165 0.39346370100975037 0
+1722593706218 0.39316508173942566 0
+1722593706272 0.39333805441856384 0
+1722593706322 0.393261194229126 0
+1722593706374 0.39332637190818787 0
+1722593706425 0.3932969868183136 0
+1722593706476 0.3931584358215332 0
+1722593706529 0.39339545369148254 0
+1722593706582 0.3932412266731262 0
+1722593706644 0.3931378424167633 0
+1722593706703 0.393198162317276 0
+1722593706754 0.39329463243484497 0
+1722593706802 0.3933083713054657 0
+1722593706851 0.3931216597557068 0
+1722593706899 0.39334696531295776 0
+1722593706946 0.39321014285087585 0
+1722593706992 0.39298710227012634 0
+1722593707039 0.3931507468223572 0
+1722593707085 0.3931591510772705 0
+1722593707132 0.3929860293865204 0
+1722593707182 0.39298346638679504 0
+1722593707237 0.3930416703224182 0
+1722593707316 0.3931543827056885 0
+1722593707439 0.3931815028190613 0
+1722593707517 0.39313647150993347 0
+1722593707716 0.3931375741958618 0
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/batch_size b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/batch_size
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/batch_size
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/early_stop_threshold b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/hidden_dim b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/hidden_dim
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/hidden_dim
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/learning_rate b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/learning_rate
new file mode 100644
index 00000000..4c7a7cb4
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/learning_rate
@@ -0,0 +1 @@
+0.0002
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/window_size b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/window_size
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/params/window_size
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.runName b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.runName
new file mode 100644
index 00000000..8d59e7a4
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.runName
@@ -0,0 +1 @@
+vaunted-shrew-926
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.git.commit b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.name b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.type b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.user b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/221657ba491a4113b053494b54dd724e/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/MLmodel b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/MLmodel
new file mode 100644
index 00000000..da64195d
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/MLmodel
@@ -0,0 +1,18 @@
+artifact_path: model
+flavors:
+  python_function:
+    data: data
+    env:
+      conda: conda.yaml
+      virtualenv: python_env.yaml
+    loader_module: mlflow.pytorch
+    pickle_module_name: mlflow.pytorch.pickle_module
+    python_version: 3.8.18
+  pytorch:
+    code: null
+    model_data: data
+    pytorch_version: 1.13.1
+mlflow_version: 2.2.1
+model_uuid: 53a1eafdd5274445a5be39f5a07c8551
+run_id: 30c41f0c889a476d940e3d52fa68f68a
+utc_time_created: '2024-08-02 10:15:12.592627'
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/conda.yaml b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/conda.yaml
new file mode 100644
index 00000000..8c0f12ff
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/conda.yaml
@@ -0,0 +1,11 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.8.18
+- pip<=24.1.2
+- pip:
+  - mlflow<3,>=2.2
+  - cloudpickle==2.2.1
+  - numpy==1.23.5
+  - torch==1.13.1
+name: mlflow-env
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/data/model.pth b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/data/model.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6b19075c746d5825a876bd9d39fd82db532e16ee
GIT binary patch
literal 207495
zcmZ^~2UHbJvo4GzB`8^xASfa^D+1F6k`yHg0wRiJ0g0Pr0F|6`5+sTWilT^$z*HLn
za}Jm=Cr~kB2LJtjzGt0t@A>aui?x~V>e^FJ^;GxNQ@zxlkDrHU(j=b$^_jvW%@Yw7
z7!<A-=ojaw8yyzD&`O-g>;L*B^9KA!NZ2VTZe3JNm@tP&BZV_z6Ngvb^B<*gF@B+u
zp^?EHzHCns?zK;}UyNTwP+U+<EQdcJASygOC?GC0Dl%5sIVLbDCMeJ*G$2lxBcS2R
z5&Vw=AOH9@YyOd*81hf!Bv1K&v_wWl`b2YELu2EDBIEu`#wRu?jw2M{!@Uj-j|+|T
z@e$^>2y=wJIU*SxQCH4nPqBYS`}+lit@Dcs^a+WI3XA1T`HyBX&#C|Pg~s}<i4PC|
zKV>-LPM%Z#>0J{Q^FIbk{AZw~r{w?aijE2TSFhB6x}`lO{^^d5^NS1e3FKP$Z?DXM
zdZ&8I{nHyB<rnxrMgCif?0>|j{Wbf4iABZ!m%8cyk(2w28P_H8;X$z+`TsO3sC)8q
ze<a+1qZkku6%!Dm8yTtluZV7VXk?IIjIhJsFU}0E_mnnql+{D{vP1a)Gkm7HryzIu
zx}ebDkT}k)e^vOz$AyN+3j4$a{R4L3fBRLKqw@a{;kqg|D#j<lP?$4YUEOmcS7|Kw
ze*A)iII4e#2ruMX7`N<iqcCTV=LD{dK1a=ykNX`E9nVpBOpcD@Xt>z(*eBaR$>eC-
zKe3;X$<fOB&z)+=adcccy4nA^(97cJyK)RXxzn4+Kh!UlV;G_m!u{P4)sVk>4LC+2
z>h{TToVou|m%*85KOuu-{8!cdIF5-c$Mml%vn&qd$|3O~f9D{C2!(K`lz9fn!j-ci
z<nQ#c3=ww<`8y%3LjHQ*I^?g9Z9@J!(Kh6-lNN^j^~<9FJQ3V!x+cgkE<T3qFFX4u
zo}%3Qjf#)^@5aUU$?^VwJ!r^T67r9S>^E^7{)dMg)k9|eU&a}7oI=zcc^1TRod1HA
zoXJ_r#f%G<%U=s!<2cJ)Ic|R~bkE{=xN??<{NETEaXkNGwBlcky#B#x<zEe};yB)}
zoYj9d_+)W>T{(XLg^~YXi~=$^fv%jOe=%C~-xvk|i&4nG7=`|e(b|783i}tM@DMxu
z<dFXXfe|O-KM+K2;za!q2%`Tt1amnYE(FO_<2W(@+`NuG7lPQo5XAj8AU=+h;L2I|
z*MRj|oDHs=jsFXRd7MNp1Uhk?r2lBi;B5K_g3W(5Y>DF}yK++gYDmrEq`7j^{|kbQ
zzYt_*aI#!E+5bY2^WPBU{tH3gzYygA3qirZ5ET9kLD9bu=*0WS$NTFpwVya?^vTuz
zF#<e1|NJfee@1Z8|09Cy>Hq)5@6gHv>~G!g_+z#o@lO1MAJ3LUXU2XoqouIEZWtTH
z`RRG*1<>KK7?R4`!J_jW=`R<hY15zd^aP|(W94BC)-<M1#<kh33uoDTeK#@q=Vqv?
z7D7q&Oj1zO038XkFy5*|V|`5^s(Lbg^*I2n)@MSB(J0$d=uQ+XC8+eLCOnwiPOcnE
z1{vpaAWIg)#V9*k+`AYY@04@(m7uhECn>W^gzFwQ81rHZ8I~4-<z`~2bzvLXv%>->
zU#S5jg)mSMZUvh?sjS?2H>lz-0CsjBNG{nAM&=6mkSQUl4bO4-&S?^TF%9I(is8b{
z5EA!gfY_bQAy=(5A!9faoa!v--dr<!*|`SqDkZ_!FcUadmyY4na&c3kG;F$J0)j>%
zF!po{W2R>Y_rAoyJ9TraA;nJ@_0_=iIfNO#|B%F~4U*qRx7m>wsjz5g6m%brfCn$t
zn70%8L1X%4`Z!(|s=nz{&t83M%&vqxBIz(kDGj_m^y%F&C7ikHDhV}rgxgvjJxk&v
zp)5EQCb^2?URQTGQ27Hrb9MvOm`#TE#KZa1=3w7t0n*ndL9pRkDi$0A%1{F#Prd1*
zdCrj8I)d7P@_+-2z#;J|)<{^84Y>mFb8-`TL7ZUOGHKfC#ZNTnPlE}Z2jr}xA+}x!
zh8B@7X0PH@kkxAi_mjdn!(uKye0M2Cq^I??bn}zYk8<RikQHc;InmbXX4FgfD%Pzb
zAhc!y`%A2!)Q1&=-mcx)Z!bsw+_^$NTBn1@t!T3D@=09f(*!x!%|M&^*z<VbS-h4!
zo!Y2}qvxzibn3_-@>E?I%uW4iYNi6!-WCS$H_V`4!i-5%xCseA@)DIagMsh1C9Au=
zg?VTDlPIVp!@L=V?5oPNxb)-)a>F^1ja>J%XK|1`J#w&*%-g+-v`SsWQ&`{gctHxp
zhD2ejvOh7G943mYel)c|9nz>Bd~Y;`j-f)hP{vO^mwdvW<+sej9v*>>V`6Y@hci}J
z=D@Z`>tK$&IJuc*Nr$4spm9G#e>@FhM&3R`jp-RM{MDZ75@WdJ@QpOp$<wC1dUjW)
zAKJL(6IspaMCf`Vv^P6Kgz6nqZ0ti8?yW=r#T(dpFN`6-*~ZMla+Da+C~_}<9?a5}
z0Hb~U^v1ec*qXTuZoVsqUcO9bX{|i{GX95*Ep20$W?8|Hy}YzbfrowlzKwlO>S6!F
zEOMf751gtVV;fp|sBTX>d8salsgX)xxabv*hkju17U@#+^TxEqS&<qVY$Xef<%v{N
z5ZNJ}1DCVPz;=l=j4)!@D=7!QcFl}poHA^cP@}fLc9QR@EuhzQj{P;ahIr4N3hS><
zK)p6I*z_$EmYT>=<JvM9KKTT%J)eq_wl9gUf&|@pK!{A(v<zmtNyE&0t>pc4UVPe?
z1IEYu@OfVf<OqAhga`>Rd0s$Tk}`o!PY2b*y1@U;k}PA|fS%q5%?sqwRZ5Fqdul?o
z8`LS!G{lVq0krp&F{p;=l2<ORaLIdwZ7`}N@Bf@6x7$*{KxI4fKQTrXl~ZWmVE}7h
zOrb~H&Jin1Z+QB;8MHhVNvdHBgr;cF8f7u)3#$ZM*C6QX3xT8I{me?4eCR!2jCb3F
zq0eU<yx`jf7OQ8$^xka9xg5fN7ixzyR<nusRCQWXu1;-+9B9s`Vwk>50j@@DXXyM*
za7<zjiK)tjOqV98U#SD7BpudWUJ0vk02yHgl=vVGautH;_^5?cE~<r!9Vwvu<Opb9
znE_HK8`%g-Fm3iiP|>cytlid-x}gzBP$YSuX3M%KGBE4CBwV*m#>mD=G`#&QdLMm9
zTz2O|OLQ(oxU7Y-lM)P{usO5Lfe(IuNI|Lmi{!!H`OKc^(`<i26qz}_6=rq(CKey1
zz(&3d%C4t@cH6wJtSxfb&aX?AcPxi#2eZI5)ttHeQyVm^#NnQYA02&gpKaeTg|(dV
zfYJM8hHE+|!EE7exHeA=%1vD0{g(*niZY|=m-pbt$9^zcV?vWh_-U_GBa9E;C8omd
z&?-{_ouLaLM|~$e%P3_=69&;uvjL1^XJY51DR5!SN;p!GMt+VR1WhGNkb0hj5?V)D
zxtM*-$VeIRMWkWZh%&vtY$wJrE)4Ivx!_Px24{jB;9TYrq99O6_~st~%j4?s+P)sW
zJ>6iHm^%Y6bIG@sd@`=R5f-$4VuR0k(EBDY2+n%ftvpp35`(U@3g6a3=0h=hU&4jF
zH%Ot;uk~n!t`?mlI2qde?V-hq4{mnu!lm1H;Z>(x7_Mui!hL&4<FC^_ajUJVe0d=Z
zXIw(d>O9zY{vBS<)PS^OrZ6L9BD$WwjjP17K~Z=WxCJXy;g(?XgCj}9c^9MY!B_aW
zEC<^3#OU}|6=)S~0GXvNxSeT$KdQDpQnM3@N<}AYvrrkD1t-zdZ`Q+89nqeQ{%S0n
zoq(IFQt75`1Ok2pqSvc6u-;7&YB$_sBG;NwbM-m!xMLO+6)DiEsWwm*Uk1f5nm|vi
z9Xfv<#|x`GP~*B4wuLR>Mno?R`@Ob%P&JW;4i!Mxi-SZ~wuGEsBMe7N3&7f^nS2mg
zOQg4#!M*l9xP~0Vg?itxUC|MW(}FSj$p*X;TS2l!=8?5is=!ww5#$rLg43-Ya_*-%
zM0C1A&}=Eti2gzZkBwkL_gS1Dp#-nnR>PthSBP|H3FLC0%i3f6V5ngOPP%7KqbeS=
zn}zb}Se7{9yOBhFGyI^yFofhS5TpecKV$s?hV03*Kutv+@R&Ord=Fm0z(dR7rnCiB
zRH=lNBuDxoXBiy|@q?J^J&fk}eC*y;jyHCQk((`3;9EgDy<HlCwVNk0)Ln{3E~zH!
zUTYywWDYD6lmX)=ImnF9Md#T4^yl`es9}1Ld4497PG9{Sz2PB~P_&Fp^YvjWpD5BW
zl@2t1Z2^ldwh?nNGthlj1cpz)Gr3;pSs$efWcTZGFy_-FR_B1;`H)35joleNWdr!r
z<V{BhYOyOp0Yr~@F-<krSo6jljIS8LN4|P6wOK?J&wa!R&12+3?QNW3`vhARUgN3)
zBl@=9kB-!P(PytF<KdONN&TQFSsju|wco`ut7j|*v!5qX=A9ts8+d@zlg%`tYC7$b
zG>5UY<FKx7n7maICNT#}*@$o#<~^f<zUM?h$a{>m@16>Np7x0Gi%8G5pSUJkoGM=r
zg9qQuiPBFEk~&osCRd(k^{)rR&9D`8L;4arz9a*q9tVR@TO@Go7t>>}Uv%?LzlIhe
z%jiY*C+I%u7712XgpQxLNb6%ey0Sus&dFR3<G(8)XKW&EdMplInwhZQL=Gh{3DE_S
z{@4&P8y^m=fRlP^xL3-9>b+H?OI~lpbnV$>hjj<6b)H28Z4KZOFM~CXhF~~n7CA9q
z0*8Zm$l4hPpee2q3bw_P#^p|6Rb2!%NhMIs5vGFcFA$&42U$b)W_HhBVMw)`Nc}A;
zNv&Qzq^`e$*?k)HG4CBTP86o|hjtS4)@D3eeH?c*S3*ss1_WXRG)mpYkYC?=-uT>N
z!<W~y=Tht8aG5+gm#L2%rRHOQPceCI^^r;YI-5$xHsYTtKJf62DZQpr2v_>^Nkonq
z7z)gX+Zk<Wx@H<Zv`vFOnx?~?e(MeKYlhiGJ7u~o!NM%8tO&P$Ex`q4LbNrd6zt#?
z=}pLmjL}>)8k1)&%VtAkb|lP>I|OSYt6^DT0t6%)(NjB3>6GN1<Y4kHwqr*il-H+0
zY2|L>WvL6I&nD3?KMdePH4hxP7C_@&8lYzLC*l+x3xUwY)LKc?y35^Uqk$9{ltsWb
zXKV0WIYhSpxPf1M>tM>h(|FCw96mW0fR(~r%2QPX$L=SB?#x9n<no0y&2WI_F@<<$
zcqZJaP=fBZVP>M}A#zK<is}7Ygcnt^NL9c=^0p@fP8f(m{%>t~a6p*6_w*r7>ao}%
zD@fnyM}j}UAu$N_Wle9r!uz{~>CQ(+^jT#tahvT$pJ*CU{ogww6$yPmRT#ZyUSd^j
zt>L=9A@%<(4&QQ=X>Cyvj8(CWtZ)~*<Gu}Za1%hl&M#zCk+9!S%%+v5y5vjMHAZ)?
z07?GDLvlwNaG%mSGHtgRO|sIVw>=Ir)1>a;j@!jBd|)xu^F1ULFVyJXS9{3sd$$-R
zCufKc`at4_E|ZrZIB@WjGt}K{VSSDzqi|d<mJ7r)su$Maoq}94;lK}k(qs*ewM}s2
z@*JA?Xdz^)@4@f0KayDj^QqG{eiXwo42X6iLh6m=*_Z*ollzLY)jsexaT<IajU+Ky
z6l*vAHci;AW!jb-ixYXxSY0m**eB-$A3l{Z(>)ttb(JSPcxX#zmWeS(uerl9MPAms
zb}lK4QKpKc8*$b*2YN9i0p1*WiZ`FErAznl5izww_-HZKBO5=FtlBSy4RRJ#)n+1!
zsu@t9pGCB(4CvR!w-~x}5q;?N$@GBC6}EY$0aVpzGHdc=VA3dekAtg#y?&C^SWE+t
zwq4|xogAR(Yh1T?If#21!5INp>Ur-WdPSbbaiQnzdn+C|UR+Jijd;*y&(7gIy;5w3
z2_&Oh6%-;fVDPvFSRV;T-W?9`>G?$rQoMkLx5MD%6A1|TtVQKcpTk`j>dXcX1<_AQ
zsrZ4remF0Qfpz`X$agJ})-#?^+Ps9$m=*$RD>Nv7x;w6PI*Q$vSC|Fi4%9MN9b`Ng
z!Z}<=6G$zXbf+`UPS2V4qX5&-^1$Sbm0*8b38Iq@kWc>nAQV{5-rUGbhwQ&%@skj`
zSS^=|9v7s?QoNx1_$M+Z$FdJ{J!p&XPdxp>nvO?WlOz3$Kt^`Vl#T31@kL*8kE}di
zP5n%~k`CeM(g?JWHleECOX>c_7NnC|O%44cz~;9pS*$AqwIgQW|FHwjf1V@;1%+&4
zPbRz^3&1eGiC|=X4)=YzgVd_L=Y?bixjmN;{K`_<doLf5BinOe{>%ty(7uDFyahco
zZ|T#OTi=k4bK4o2pmt(zu^o56%Ojt}=Q8!<znH#oGs@Sq9+=h*v{HO2{c<&wCTk19
zlwKL|J!%Q}=UdRY&)j&ZYeQlcrqYq;JhW`*9_-l9-?J-hKmPn716du3keRW9dV8gJ
zzZ5rtxXGe))rk+pUrL>wq_v28lxDMke)(f)S1w4&U%>iv(PoFc*HgODg!C=WBqO_z
zn+-1dgV|57<C<1)8lcG!jj9u1UgByhthop}wl_ksLp6N=v(79>T%WE#sZIkPPNT=3
z#Suq;4LYFCf$I$$p(aljqzv-F<6Z=~oNFWw$G)S8oeJH}TMq8IGid6J9GG}Xj9y+)
zO6D}JCX+?ON#R5(h-x@UXwn!l53Zt#fr0d3)@yS8&LEkcGzUgh3Yk-OVszE7h1AgH
z1d~3f3e|zj@XGZ;#@c5e(P|5Tg^>mj(kf1!D^qCcTRpn9)D6?U7sH$?7Z7f!qe@<H
zFfP&@g0iIOay28CEXjl>!yn9;z$gjk+Beha26<U!0qQ#<xw(|5jF6EQ?OWMTZf5T!
z$7j0GWZlPP+o8``sdf;Y3+!R6Wr!qRK7?u6am?;nU5t&qDd~TcfHQ7<!8Yq^+#dJ_
zuP=9FEZ3TneTyf8dPp8~{tO>%-N^&u(ZV>gSe721breK6In0DHH}YZGarRSm40wjG
zB@2ExgRns>=@iz-cSoXd){O!x^YIw5znu+jMXO=rXLCFdC`7+_1+jCN*ASVA65@JQ
zhFZ_Q#!y;He<zp2*!XPvKBo%5DwlxTdl$M?%?09kqNt|g2wBRv2CBzRVB+_6@TJuU
z6ywgJ-wR8+NopS4^q)bkY_oB1R|c`Fy@l^2_F+Zb43Hl6qskX;$ZBybNZGsrubs-F
z;|KE~`tU{aI&43Ux?@C#nD<01XMpLyn+&hb<Kf56$+VK^9edW=2Ke3z&?s=Aw=eu5
ziiW#;Ru&pj;f+C5I%g}Z*m}^66T?UA9fxq<liy~62hCCDelfg$u#vv4GJ!|mlFd#<
zZK4W?tHEidIa=I|g>=1_tjX^hj2p})#>z$P?JagRv(}34-*%Mw$nueS;nzsMm>bA=
z7}B8n8)Q~}7aln7PjY&*QCO2he-$ZGxyLDR)ino>6-ZN2=VA8U^m_L8b0wnM%nPh_
zCA5m#(Yk%6P-W^!?J_A0p0gx^?l#1^P!4WcuBC^EcA>P26z!X*3A>gA;MVD1n7Wt(
zP`|UBB&=&8700sa_Oq`Tqm}v)t`ten*)4(Kwh%a{&!HP-N+2+;7C$ZB0Qq)Xp<rhM
z3^^-MgLOOMo2VMtH;8ms#5^LnM-$v0b9(g7ZU&b}=Sk8%ReIoX8g2SCl|0?uO{Bif
zAX!gM$;?SUfKHJ#*>Aa-JY7WRI{MIYp3eCX{kD@F?+tXpZ$swMa}CJ;VT3%>?vc<Z
zdGKo5ZIV7U8+rvjDCu29FKNwz-;9M>$k{yDd_<3m--%<5!=LtiG+j!kr6ob%`>A-E
zPlY~~a)thba^SUspUT*Hlan5&2!HQETIZR}%)7Xs9lRn*hxRqV)mkTPu=1q6L#rv@
zQ!&bkl7o%cKX+gByJ;3VX$5*MW|4Hwh9k#{aZGRuoixi3>?{(o?r1PuiqfE|p3YvZ
zbU^X&>m=e;BY;Rf47!AZj=3k{&1;6W3A?cV^ktH8WCM96caW^I(8m$`4%}?4%#Nt_
z_H1+7N8&n-z+{RE^K8o<GJIe)@fl=sk_#Vg*N|pTUkHJ+mlNpb&6ecVmol(?V@)=<
zi$TYH8M5)GJ-oPT3L8xBm~QQIK!JoqAjjSRMz-!?rmd6%Y1&Wxe@y}H_=OM={eigL
z3WTVG4n*cw0)7`C!u5w=A!B3#YS-Qp|Kwq^*{_-?EtCRu4Wh5gs_@{AJ~ZxI3wIhc
z;8^r#a34B~H^znGMQJd+y8oWYTs+Avg~yDLuL)I<ZNhI=X+-d@Aoi6nhP$#t)bYtU
z-kWCvTjkT>`ux=HOU|E7Xp$s$S~KuI{04THGE`5uj)Wd4VDl2sqeg8xc-HM@USH58
zN5f`Qk-;`B?YT!}`+4D6Uo`}N6QxyJDe$THQ_m^2nRL_L=Xmpt6#cPn8s?h!n2E0*
zBPvsT;T^cZ?p7TzE~z4OpUF|<eI;Q0E+4-g<%M{I#bobubJ#sM9{b!Wk<3hjWsB{B
zilxK#=TFGnHH1pdu%=%H*JJOEWmIDuCDD7flkw%sv@lkXc;xyMlLKK8DI-Qtx8&m^
z?z?3FHhU0j-a}lrOeD3(3SpOoFFST%Ey<F8MCyKSAzm9S@m`W9_}+TPem1U!=|Mes
zOrD=!ZGDALTX=ArzZ5yPWiFIgI#Sz*t8sS2esEjt2INN$3BRKP$-vN0-xo67A4)J;
zbu!f5KSLlY4elJOHw!%~0GIUNGb#MNq))vXbYx{{h}2?w>BM5XedsEimB|kawzff>
zVh7p=ekOiZ{FJZ7kgb0Dg_!i#5~ID#@mQWL+aq`dQ`&aGWBw0Bi`R`xZkdN~*jeDA
zZU=qSec;!cK_;;<7giNcp<j7CVO59;T<DfUxe{%nspbcl*QTRRU<0fzQDr9>`=TY5
zz_B1rx@%w}yqs#%Q{!t+c{I4WIECdfxyYYnOFv+Edc^4!m0WJT`-So5Dxho2FejQD
zNp@!@1Sid*38m7o^XOA@VzxS4dq9+~S>MKvAFn1+FBr%l(}Ov<nJD?q2aTG!(4bh3
zYK2`y|CS0oX;=X_A8f;}%=1|Ek|EN!9*|y}a+I{L#iY^qC@S@xoK#s2ceG1!-}~u=
zFN7bCO)CI_w;#xZs~+@S{4=})2eJHv6wqQ*P>h&Lp3F~TQJM!jebuPat<|LJj6FMk
zrwuZ+doZv*6E1K5N(#<8(y|mgXm580<IAGdU9Sv61~bTVkI9tq?Lwa5!^EajpRDrz
zicA<co>%iQyoU=RBhwTPEuKjt{QJ8dEz4ovg2gafAqGoCmeDtQ6X5JM?jF-tlQuTD
zkjU1<@Z!RBXgO|2G-s-y>caiR{;E5~ugV0Sol5k*>r9+FxDeHs0ey9F2GO*iN7YT|
z!uW+s7=F|Q`>uPNsdM%~mQxWKHrE1v+zw3<`LO7r5lpx^j{IpAknmBB&XQ|J?=w}<
zery(G-IE|O@;NBZ1QNXV8eim>vn?xH!8tY+Z|y9BbhkD#$yEYsigrNWYI|rsTm;7J
zh1m0pr_k8z9U#}PNH%OYre^Oi<As|7^zr#@(sbbvTpZd3gC0pB!^sD&hXiev?_%it
zv&76g5w4!u*YkFz4+_-E(M|k(bXG+Z=x%dI-#<^ujC+UBpnfyFs5$`YUAok?c?Y^y
zNYh4}8o2ZB9BJ@Bjz(L2;Bd$tY}rR((Yph%y6h$n|H*={;S!|g`Y{v>YJ!+f3o>=O
zChf71fb=EZ`1OGZTp6gtLMLMwd0I@ys_u}{P)#_gDnTp9_2G#f7fWWKTjY}oy*T+D
zu2y#e+5I0;bL%#2xev@w>4#W!X^fNz?P1iP$V0}q#js}+59)kUr!kLfVZma;&6l^q
z4xvD>)mjZI%9%JY7{<uB4w4O}R*-OW8VIg=LT>-K&L~+3qOY44_Iha$k=86IJXOxD
zQLKU9N?Cf!jGuVd34!HQ4QLc`Vrmm~L2=XzzAzSG`D_O)vp7ize;V*;Yr?`qf3R(R
zH!=Qlo_rACqs^{uIP3QdqB_3Wth=j`S+*{dv3=MKVw+8=*uMR6d~XXp*_Q#T*UO>j
z@I2gB{Ft4awF^c+*MXWRcRdWv!7Eym;8mRh)DDZ$f;pw2-PMbJX9jRv-gK}%8p||s
za~9%KX4oJY&g}i;LMd~cfO9sOG#+Gry=dd^*)*wApegk2ZD;q~Oe8K!%BZ`42h4XF
zB$ma_<d%{LX%lQDIrn9tG-(eU(V7R--NM;uhXOd2s)tGDUPO(%-%-4Oo=M&{M!57m
zk<y8WlMk#&^2mIWG?a#<{~f+D1d=^Fmo>fJL}CUXk!<hB=oG93yBG7q%HUKubnZLm
zuW|$DvVHg<^B3;FbA#QtcPn@an~`tp4&i1G1Nvc_irL{=kMVoQOZ2o=q<h7kXk~>D
z+?!+tpRRY22KF1X^!FI4G+Y5pWUpz>v+eAQ3@KQ6ax2-OE#GrXKpK@Rld&-OIElSf
z1Z?>fI>%3pW{cFYjxX1P^784-!2w-5zTJ@)x>iAI4|hE_?SRl{60qG;m3lhbVB|nA
z#ynX^&k8+a-FWt(?VPKaJmOEW=_C$ol)`jJ4ZLQU2bN-)Xsy2tZ<pl2*wk{2S!V?T
z(_6`m;BM47UC->(QGxS)vT)Zd9bC9vR+4)hO6Y9sX?aru9r}$##LgS&OnaDfburx5
z*#e(Cq`-S~vuSnW2jo4VLWPgY!?le&7`b15O#3qx_;j&@teR5|gF?FGk?dtIe~UO>
zWiteHq=M`hPpDX*0j^7};GCcXT>M@RukVDz=^$%75&Hl|W8L78?=GC`wF{;PJJ8}x
zN8F{rVFHqssc-2dc$?D<ADh~U;@Jh{L=F#~Y@iL(7QZCVY#X5{mSs!@d~n5M?wWDd
z0bDbMNo%Vs{CF{$UQ;^2+RPVX8^vaT#Jvg3`m45}eUO*lp1U3H$7<0s_X5y$4TSl}
z&FDMpc8s)n$Qn!*f=BUc&~bhvd9p1A;^$N#)(xUju@^ksUjktcYhjUwI5o6-N3xOz
zn2Ucl!k%XYWR_);z|tM?u-J=I`wsG6&yz~codzdMKafj?b<igrNMi@>z*=9AhPbZ;
z8?#2R`}~pM;`8L<=XSK5nFL{|2|@!rgmeT$kg6>mEs_U!!sWhyZ-wRe^WezEJoHf4
zqa&F^Y+ZjSXl&u3QeqagJnTM`dR3BsPtC<sSC0}`wYl``tvNLQVH(NQ3ZR8|Jh=M<
zRoKLh4V)E^(KPxONzG5jjJq0Gb9gcxC@2L__gWZ^dWZs!4@q{%Q_?^_6On+ugeHsQ
z*^g6L<>k}pvuJNf<MPKo?x|4r`yA<5Q;EB8RKN?DtRCUyIv7$2g&RwY;o0VuM5e$M
zzRNU{<>s=`!H(gdP048UUVv$yag$a1`jB*UxwoU4Gk`z#5!(>F9&8VYLi^D!veHNq
z9G8gG`<J9aGAj(koCD45-Id{6xfuP(TLoa%PFyu_u=jo%QIBF1?)r9*1a7~LzNWSC
z*lRU;zsI^eeVjvnaG!<B(pw~I##W+KrcX70{3fMALge$7^*w8|6p0A6#1-Q^L2_vg
z1pHKnRzoeb(2xdJe#>!O=(x>He)kS&n->nNMoZzCmK=St|0sDl%bEHPr(%ZFPAHP&
z=2&%RLrj+#^tau@h~$@qi8JEnSX)@R!nKgnZAnEN8$d548=e==qFyyC(dqtLGHIDM
zIsbhdtKb#~hm*|UJ`IMvCS7`buo1q0lY@Or!@54KmgMp{HZ*qTUbK4QPA&L^sKSUS
z^)_$?-TOsoyfhIk-6z3Zi%R%i#pRiDEMc@>jNVEeB?beNsO7B+T+%iV>QizcPNWRN
z_T;f!-#%mwGxP9NZzZgnt;HIg=)>$ujpXYUBRIj$Q%+i*L~`fq(@8J%pz&k3Y3v^!
z8vf}lu5K`-J_+$4xq*A#-VPCFnIN0`5#0}(!MK(x<?D-uhyz+6xNjl-^)3*8mUG{i
zReT{tB?itOkw-(%H)OV&6IL0j5{c0qn7&yH%90A<)ICkQFhLKag!e#+P6@%8N>G{@
zj)iJ1@bu9rF3PTjgN5qg_IfMqGF2kmzh5>@`2cjUM+wPUln;GTy}1AN0EX60MmK&w
zaG25ncHG=ycaR+wQ$J%S-;>NFJW!<<Hh9vx7JS5Zc`)$yB|)dw4CYskI&}^D!o&^O
z5UJ;9u!N@?s(L%{ozf0cf6<Aoy|ow&{Ke>4j19p2Q>L4ygoFOr9kNL29Vt>PfFpU|
zFvvy}-%L7z>JAfW{A?R)no`0<y|Dn5FCCZ~;0=ELk>K#?1R1Nzr23a_sdL<R=IrNG
zTyoY83`%66JE)&D<!?iqWlZ<dMU|vFd?z?u&;X4i>5RD09ka77z7S>F-6Q^44jzxL
z#HK|yJvk$)pm&FlzG<|D=aZ#r!VDAWXjX+q9BZ<DTQ&^T3eo$o9;3UU0T>Pq6W5j2
zaH!mZcvS?$T|qaR6fcFYXLZr4v!9f`R-vKkN*Hk~z2~6dAhDX83^|fQ<b%f>++a|_
zo|vjc-inyxai`@pb*?<bn4cySM8A;eT}k*oAP<6leJRhn3edBcpkI}jQ}M)I5H|Xg
zWUCia|5KglmN=1~yxWO+k$z<4hyqQV;D}nY-JoJE57-LWLYzYrY%%f&*&UwLqe6^^
zbxfqMlz8d)yTioMcnRFzvmZX~e2Q5TKx3-55DC|><lOn~*j*U~zY<G`#TH3Wjh;$-
z0^_0c8AG$)0=v0Og&KPn!z-y0a(^;Q>~03Y)s#Yz=bJ=pbQ{^aC%!b<WFzFbK1H5{
ze5m`a$)2dUWE6*AVMmz-mkYUTHk7*pG@PGc=*Ku(q!&u(zB-KWucv_Chu5sSZ7EUC
zkA=GOd31nh2eF#W<st%iz{(&7v?d$U?FOx|-ANrU{h0wfio763w5V&E!ZA|C<;m1?
z82a)h*S{OR>6B<MbgJ>89f}ia$kP-E`)CB)EsSx3Uj`YOc#I7exr!Zn&xo716@D^H
z1n)juYT}(qdisN*Q}isGsvt~fWb46BkcK4++`h;H+;v_U2J4>TR$nowwatX5j(^Cj
z&6Uj3&h=>1vXH0^>O<EbetI{qn+%_w$b>}fW50ZvMJHcWq$0G3eES+fBYNMn1(F#(
zhNjv?R4*4M=`=FE%RiC#UR6j1Dd~|GhM&VdSh8dxO7R%t$gjnevj_26njNOQo55B0
z9)_<W81@%t(AufD@r-3LBR@@r@^ZF-{njF?_Bauj#Pd?I@&V#AF9oh|m;*<Q^<mqp
zDO76Iga&#%#duf*i_+7`3|o2VTA4;ij0?eaz!_84)kB!<2P897U?^CRial#VBU@?q
z(1am!hCE08_rHltyB7!`4;772gRo{l*u5zqEd2QCq$Lq#-pYA&(y$BsXl-SujatF}
zOZM>Pj3HQ5XH(fgUa&n=f)>B7k_)O6DSLS-l@rT`QUAAC`7MJ!ka@~n=u;sRRX5Yw
zqEgg)Q6a=jFCu@6g-FS~1u)oq3-u<vC2{=%WZuy}#=v?iB=k$s{?d(jfxFL7Dw__R
z8L~8bz8|d+Nu*b-eOd8s@-)x49hDd!8riQ)hm(b2{*inf*^~y&9D<%l=8!jj8uV3#
zIK&PPGfxEPlO^ByaZhU(yq>d|UF?=kl|Rp7H;wsHqpLsAvdDn#I5Lw8;)1SOb|+cQ
zN`2z_;5oPEWi|Xv>A(XG3ozQRzH8;oYRVqqfhN7JJ(bom&?&W_Opc!oieDPQ-QpD9
z<>sAqe7~@L{q}U)@o~aLbdlS9iXd&Lg0oClLy(9Gtk<!JxrGie`lAX0qa$Iz!Xj9<
zVJd08-9_eyS1`6}36LV6LT4$Q$1EjF8a|ec4=xU1PoXL-XbzzXLzQHrat!1|72vRQ
zGSuE%&DbOjl45Z__#v)IcN(2w+j54<$*G@kC@zOQ+*L@=_PLXzb?WrBLMDy4@`J=m
zE=SJ|O8EF~Dpj~ih*OjyQ%jE!mB>a^ec($E@P@(^J01G=UMzhdkw*IX3dq`-d2sAH
zf%bVmW-FdsA?LzR(mlx$)YtP+{|A5A(^dP~m=)gKT-Hqz{B#Ybo{EN=i>t|+6YHsm
zX+0=k^QC9<l<Ad+L-@$Nn#qh_200#q@VPn$My4ghgn(Y0)L@Oy-;+`LsT<DDh@<j+
z6R2#n0OJw8h6bP5OvU1?soc&xtk~mLOsgq^ZL5u$#Bl@U1ZB}8g>|eix7KCb{899~
zcbq8oYQnp(GI02jDu(Fvk+J?s<d6SOqVULzz8>fDQl};9tWH0e)WQ!9S{V?Wq62Ox
z9OxktGcK=C#(q>bgYy?J;!AG6G-Tx<o{*_0d|Cpq@%&5dx>ibxPPyTW1qHOzbuZIM
zOUO;jc4ogh17D*yk^1Ugj1k#Mwui<NnJqj_er^y-cC97jv(xA&$=~d7p9Z;E-iR-!
z<q=HX3!CS!fjVxTq{IY<ro6t*IOw#&ezkD&C%OUJyF$TB+n6p@8X}?&EoAll$<Syw
zpKQo8hHdJ#81zGs$x|qTbP*Zk_wWIaM~}Fi#7T6y{E8_YtAcoQJzSbM2`7l}fKx~J
zLvUUSxXc_UM<1C(e%p8Ei`i!q)?7@2M!u5|116L_=Vgy59wUS2jeEXzCBgmc5@_SW
z$IahKqK?dDy0fDe<Ztj$xo0ADS5-J%xZz6b%^m1T#Vn{_Zp(<eKE!gJd1Tq?<LKPW
z4+6KjzVDer7wdZvR~ui5Sv3tF+~7d-p;S2gTZR7K7zS1kCUWCe3Ca9(8Aq-LV`!)q
zh$SXM(1Ka;rcja&d~qkkodQ(iS_`N*Kkb=xR|7ViY$jjkSHt@1cVy`SBTTNdgcmn6
zU~*v|5xn3I${b7PRCOH7*(*Q~ar4a?W9y;u&UrHa;5_s5#4m!UGnkFRwP?|62^z=W
znn}Lp!18PAu)z5>AzHUgFFn@=t4;inZYTz$t(LSQGy>{0t6^gWq2Eth(Yt=VMAmv1
z6?=Sz@Eup8PWf}_z4ZZ55-v$YZBjw^?JAJo=|)3hG^khG6fk)@f}gf>>-o6*Xy@w!
zu;OAlxj1M*oo;XM*(e_a$6i}f->pLEd~Ys%7HuP^Or0rj`Ny6Gd8;tvH4lu^nOGM0
z8F_3LlA6oLa9m|G4i%^3e4z<+P~Zaz3wdl7>zGWwhOdT4;-?trCF!6%(F@*BErugi
zbFkEHBV_pdvA;gFkVb=-=q8wiopJlIuW3K|SdxWH<xi0<S*BoD*+cy7GRebb<v48<
z5@EM93|`ZMa1np9aeXkoxNMZQvYddKJx>{qL@SCm4KOwKZ^-($`S9q08Q2WEg7R(d
z{P{TxNSmhFq$51k^V~hWyR4YCd@BTMR344yp2K)f3o7q4fkwX?fb6Yk7b3zI6c?MV
za%yB}%gB?9KaP<7&E`~a?|HK=S<0ZZkD*atj^mBasW3ak4w?iqKwl^U)-MQw3-lp=
zlujn8YaKvv$s8C>GsXqB&h+ZN2jodu6CBRi1iKDN&}-lJ!QQ>Eh}4#snB?Zz^Ey8R
zf~3mf(bQOYKfWG_zXI%4y^SN~ZSbVR8oK9LQu(6;IDAEp8qU9Ama|)kc2<i(adHT_
z-RL3_ZQJ3`Z8xa?#?4*JzQ-{4nRN1>BlvucF$~71<IfWt;Nyx$806Mr#qKU7(tFoZ
zfv}ro!q{4d7Ck3x6*cIb0Szb}76f;xPBY~RztPk`863{vA`af^raU`C$cuNKM1*f4
zb82Qj48*9wch3RBs&Vt=Heq<m#Sdk_Q+C4{eVX`9n=bY>!SdaeL~E%hl<kQz+kB2i
z<5C?eo4cDmyH^xSPYKdLpKIY!(KL`aKMgvaoT<pnX0|tO5|!$nO)Vv~=~3s19tmze
zl;P`-=)CX|IbME`^uC&ivuB<rwdaCxF>8*U9~)u#>>6gdOcOBGO>jqMAw3u>4vW^h
z!zSq#vhha)Hr<;<HMeiz=0GHAgS!@0S}sT2{pwJE^e!_^z5`B}X)vYU%{?D(oWzXC
zQc!g(g5Sa$xOL(2ux+r6Na=saL(THEJvxG{-0ljcdK0<t^Zc-4nFJ(MT<Dqd=svmd
zc@&$1N<e8=Dq+PMnN+t{b|^rOD4exJ5tkYC&#3@f_f!LU_WDqbEdn(E@g=f;-&Q#O
zv;^vWKeHnV$#6xmiHw!L!Yxe)2sIIAqdK<1cm7W(H`ESG4qMRN_)K`tt|I{=$I)Bk
z0oqH<q21aK(d3Jo*_IkjBG1gFU))5=HmRAgv!jM=5`T#+baP3D%o#HI&K{D$sRIk!
zWJvCw3OnjjV8=lR;0@-1-MQJ2xKjbD40ghfSuW^yW-<N#BLpO6wJ6Ur0j7f44D%fn
zVZ`<zj@wDnlV|FQ&Tj#l64%aX)G5(ze+0mgTSMhquLP&Bse;JQ^`M_RpYBUpLvC4r
zL~Bid`uo8{VkETy`fkmlXTDw{{EEJyemjdXRh1xLr2=62+fQZ@{FeyNGG4Sc7{ucA
zT+kIRg+H=K$V;a(#_Fpweg9pWF5%e>%<N|Pc_|t9%!q}%SGB=b#)Ce}n1@G-Ye@Ht
zJhWGK1HT``By8PLm@UGsCkZbHRZR(4gWiPP8N@?szPQqZn~%D;2i0G_C93>)@#fS{
zIA=1ErWCDWij&moVgC*@j-3%v&f$Unbz<OA^#{MWB3lsHgBF|Oq2bzkSUwmA@y9Z8
zzk3M?=x>3{%_|_6TQ_!h{dTYwtAMjVN7&vNLyG<8RMlLWNX+vjW3JlNHfk9}Ra#@~
z%SIw?B>+w>IuOlW|6^WWAX~02g3G_sK(XdNN*wV4myK^Rs4Nn+U;ZW@7oKC%ic*+T
z?*-Pv+tJr%B}~h&fV+RPar3$eczXU7lkRj6x7|($Iq5R6u{(yl_9}w%k1~)yr3E8d
z@^r(q^SD$)k<|6qVS3;$EMI5@!ArWC#=;s{$$C?9uRd}u^FA~Gw>+Mtzsd3Z2jt9i
z0oqfrknV05AyR{7ko{%`>%*;O)py9mq~k!7POHG$Z(qBAg8+OzJAuCG$|2RAGvUeF
zbTHRxW%lsMLErvVcyRkJDfzILu!q!PZ_5lOZ?!0WCO1Z|J{PApY$zz%bTDFSd|>dS
zi(I~9LR}uZ0DC3}UHC<D0e>v4(rUporz4?X`2|iq@*3woti&mYP2pN!8Ejtah@G;(
z@V@(FLiS$n$yoRjzmL{}+_8N8xi0|@-Mx*){ZVkj#~F>sv#{v79(ll~V#UBrTJtm<
zVoZ-CmoX$Nd(Pp|&kV>Mw50xf<;d9QMB?Kz1KJL%;Z+9%*r<1|$BFck%@%p&V(T6Z
ztz8DC@x>(UwLiw~o<MidIiOj4mYI6gjB3mq#8Fv)NPkGcy?ioedQ?Jf<y>%I?E+ap
z6zK)wgDBBu1fi`PV26%06)1mCUM^V5edYo{acMDGvR<98xEqN-Mn!PWKpya?)M4<I
z1@QK+Fu8Cz7fNiG!0@4MBz*c5`Yc!#bkfae@snyWI((TZ|2R$z9!patVP6<}{GA-O
zm1H$;2f&IK19+tzAmTzSd?@R{LDiY`!H_mS@2Z0%De_<-_m)Ie9v~@kI&kCJd<dPU
zj`4dBg3#LnsFIh2JcmZu)ErEf>m4VPXBR@9<svxy$p+)^RlwdV8G8QRZkW?FkEA+>
zlD%uHiDRQSu-tV;EB6lLQ<zEevr^!av<m*1(E{#*dw^%BDVVSMfdf+gWcoKrBKxKh
z0~i-vz|?`~n{HCl2-Mr<6*J1MkKR48kW5~<5e~>WGr;9CRA&|7yBdXmYLDRF&M`dt
zUJUIwiIJa|x5DMC6G*D#9-OSHhOM`(>8At6@GNp2)Jm99gU|B7>yZZWa*=fEr3~^u
zh!39#d!SiNIjG-1kEc>|Vf{%L(6YUcb5aDbzCjE0svBW}_gw08YZol*H6^Q8snXuw
zYs|#72WBBFW)SNQ74X4o9~(2bme9pZAdk62B9=@x9pH2TCzxW^0&Cd1Ap^9NRUwZ`
z(55s2x;0o7EVy;45nDsy&!s#J?rDLoW(M#&@e--YRVGW)8X?1>5cr<-pyTRF*1F*>
zSyjCRPA%9)CTRU(qgG_X^rpo`M(I28zdlTyW*LLZ_ua5!l_H45Nl^Q%e02D-DV&%p
z3!<wW!EF2knXdPOm2Kp5KhO6g4w=B?hq;6um!|hS@8d?!ZhRNo#b~rNA?dC_>0OeL
z)34V>e_D~+tTOWHrwA2z_k*nIkH(~=2w(y;Nu_QMb~O|+Vau+Xp5J8vn|?VGrKeKx
zV&fw6_64`TNktwXg&*nJb6<keurhe@_BYmT@CBX0Yo?KYKk;hJ8I+f-1lV2xf||)>
z=f>Aa_iTmF3o20bWESY(7XriE&oRGAimg1+iCZ$yk{h}O;M-&mhJowgw)-=3vv(gn
zaXCjsnz`I<?<&Ue{%hPKIYL%g#DcZZZxjyw$%OwzQhV_``IK?QENkEk`TaQr+HMb{
z;L9@1_+yNU&$MZMa}#717m*2T^&l@+0iO;nWt4~xn7=H6cO}b^cV-ytdm#W5)VOPP
zXEaQXD2C5tC1xRN+&UU%28Nw?LD%7lv_@|XohmahzStGKpPfLSA4O#D{^?Z3q84%n
z7L!#sjA-*JSx{<vK|Jhi$V8F3^s$#BeP9p|NgX}xRi9oIIvNAH)_$09W`uEnE(WVl
zltZcGMo8o>!2aYOT*eXOp0{#`g^6v%a8(o-3YMe8flf4&E+S!JAIQ~d+lY#v3_3FF
zz=L-o9Li9nUUeRrr!tCb_%7m`U;LEgkqzOsQZ&v6u_ymJiK+a9Lp-r?t<3;_sTaew
zgGCT{O%9g?$m2c5-|XerE;NOnVViQYK-V!5#OzBz_L>!)*S-ookIhH1?%hC=+wiEO
z6m8|n2Wvqi=FEmprbzb{y0y8`1$oDN=C4qqjus`rA2|h=ZV-UG<K-~TDhv_?SCO18
z_ZiQd$Bl;?q`@K8j1Fws2kq}H>9_N{S<f(UZrtG7QoR8T4llxQ+Wls8oMoWD%9!j|
z4~7#K_VYqI4AI=N1)3a1U?Trf!n-SgKCa8c%ACvC#7@K3n<sk$z6e3Z?wv56U<+GK
z=h1sj+ROvBWmHLeB1~g%Apa%@c=E>?`li-_V9sRZ=$}D9sbtc$s}Sx+l!1zY4IO{?
ziPT@_o+WF}hI99N@Yf(Wx5qu#wclhF9xt_n?tyKvvo?|YzazEODaXnATI9mg_asTZ
z5iTt>r&F&wf%~ux73xeT$EIE-BmC!CS3M4UbD0cm&CLXrSEKAvK?fSS@&(~>Z9tWz
zS~!24pLSdMkam;T%#Gs<;ADFW^sc*(@4pB@b$J<yPO~I3+<J$}aYr$Gf;M<^YpF6E
z)ag$y4}Q(AgPbZ#fzQ4vAbCcR#YgV6v!6jm)Cc67m*BfwyTMavCu|z5Fe9!-a1mAE
zLsv5#e!GbHO|ivQCQ{T@Dh)1Htpl}_#~BlCAu62RO0G=d$A<N)P<T#;UflPV^vs$<
zcUNu!dAnieoth<FT&#n&X_8=hZUGEL3qj}#0Lv^fTD|iRiWY8#(Fe!K^<SmXc*ud~
znZ?2F_FTBY`<dA!w}nP)KEg|l;=ucM66xt!10S}E(UpAr0lF37m5nfbFmi&NW539^
z<y~-Rxhd?}0a*L|I%}k_3g>dR!vsqq*jB0n#~*FQsggSEqt*|2((?twB|XVbB|W(8
z)PNN~39Wa&#GbjF2J81mfv1KO?28YF2H#dl-Wvu6>EeXATqm>E#6vdUB0Baco#^~1
z09OqmD0ps*)|)lqS?efjNp1vkvKN!jeI)C-@qN0ODx^(qLPw4+otv)%)BXrh$3jbL
zm|_iYBvWDcCw)x2yb2ad)j;zsD~K#w2jdSf;^qP+it1ZQhUG~{yLT%Ye=b2YPi2x_
zFZN=VkOKIa`9YI!ADLd714<?L*+jRMP%Br+_7-jf-HZZq<IiVuXXqRXh^%M3$Jao3
zy(mNsFl3d{2~zg38u~6jBNf-o>F7^mVAQlg;nr3&`3PQGvRj19NgL4lC$*tK+Y|ca
zPO%E^LbxgaDpB#BM^4RKNxtjY;yUs9pu%fF_O|bU7u-7Lx&yP>gIiva>sB4C%Hx^9
ze{ctkcK0zx9xdeH&3CMRmmnMUY#3#pz9HW(6tQo|vccj(H6G0{2cPm4WVpW&<Z89R
zWql27_t*@(nG~q~%m?#QpA!x@x4Xz-0$RD>W82aOS>D81^v-}gB&l0aw>cBAFmEc{
zbF(8p&Lf!n#~dSln4WbvDO0>@F5Lfk70oU!B1d^QKyKd*=rDbUlU;T*9ksil#BmUB
zEJ!5lRYG96BN@hKRKST$MQUf%Mb^!AftH_zq@~*iM0Xa$kYx@ecU3|_?M!&nuo<TP
zECyNbdK|yH88ntrGQQ&kW>hSptK)pRXF5GezP>yS4*f=coKvIgr^|uN`v#(Wk-HBw
zF@@G|#rR@h6qLNoMDNmgeCgYTVbN=WT_27w&b33rmu9BPFc*yHN3lP+$JQjc@246!
zev!87|Bs^caK!5W;&?(<b}AWJiHazN=bn>9s3;XOk_JgidoO$MtTK{KG8?$(lNQ?2
zF74e{rD$sX?(Z*1&wZZH{harBozv9$Fr1zQiJ_Lz(J=%~4Bpd8CrW#uGQb3!ISZ8T
zl*1cY1JL5RgPtVULiEpQ{Pj(r`J^S|yHO#)ugwv@C$}J7y%5juF{QuDY|(1@Q@9%^
zWU(@=*=`McG`TT~`O7Ha7n9j+akDwT)|AAG&^+`H{{T&Q?J1>M5_e?jp~1?(B-ZIc
z6<edQYWI39>AX!rVYATr@F#%x@%U+^JYG#XfRVmK@rh9dS}K~bvb-B`+iNWAmAOTG
z-)_aEFGpxn&=h7MW5%vp?ZLSvf1qkkn+UR#X+@PBwx~WJ-bwII{#4MI!V0{%(3y>J
zQ6S?N<1xnVo%Imm_xf$D8_dWwL>rUq<XScYHyFfnkG=cIAYv8XlCFS_7sGJYxok31
zY^K!~(Og)K0y`VfEac(-LEnWgZs({87#1FmVryow^X?Ow_*FB$u5c5c%)CmXxgpqg
zOb5N!--3+t&1m^<Dtl0B&eUGE(D<H5<Ue4CnW}P(dKTe+=%!8W#w<?U096{oVL;r(
zdRj;WXq?+Z-jO{paMF|JFJF$I@871?zjtGy@^gqBT?B8sgdX{1ZDzHnhnK%`gw&D*
z4LZFL8-Hzv0s8}_ui*(1b7r!=_hm3{ycjId-pUm<sj{P9S@fyFAJ3dg!05ml9GcQd
z0W%KK?817!(!hbaDHI|9aez`XGw`ge5<;Ayz3o(Bu{YDP<dP0s@TG(Aympme{x_9w
z-%b*pp8p1p{qtl$U21W{K`%}|{S6qnIN@$K1dH5rQ0LriimWVwzgHyL-}Q=Uv*!UR
zuJ<K<mopG}+=OL47>%oCAMuLuHh3eg8nZrTVQKsvH0nP@Dc(6a%%=|87M!NyS>h<|
zFjdI>%p_H@QrzCM3eG5StlRl0s5+Km)vtG=eUomIZK?^gdi$2*-<#r-+GKp&{f!zl
z(@}nIHtH(4u$+=>^!)q|Y%%B{)fvOFTF6=N@E-?D?5i-*Z4>!Cy8w0TM}uzoB1qkF
z4UX@e$Red1Fhezfdm-|rJys8>Y{C_q@n0IM4BCpK*eej4S&qNW>fuq5BvoiBp|8>$
z?CifJ@-wqxeh05oU56J0ELK3-XyGg{DL~o!D&A6k4BOOKi64dB(fxZ?Y~^MJe7GPQ
zt+yLuMEy3JB`?X|ue9efkIQq9GdAGn)U7DBEdvAoorXhaR};IO$NO)TXUb=90E<tB
z<KGoY_joma>H7$M_3hlkzfoj)@-ry7Bw~h#3Om~=fw_x!^Oln`Q16ZxDrsDzyPe~h
z=6PxO<o1rAvP2$dhgq@(+B$*;6^DB!YSWi>C-B4P!8mO13QRcL$K86m6mNE$(OD-8
z_S;jFY|CCkzH~qIoe1KlYO53F@8;M1*oFUUGjM`q1cnR~VSs5MYSc~SWQ2czk52(s
zADhWa1P!LYZzk>O$w1jwZ}iw2jS5K_xUa>4Jy98rH<WJCgzp8ozhXBIw$vb}u9q}$
z%?od*jb-27Z^RxaRrW8Z3sU}D30fLD7#eYmH2VYa%bN}>S=STjs4j=Gxtp+H@<-5#
zU5J6F`oM3DHd#k>ii*@<@EbTa4n8;0w?TrZvO1L5#qTs)YabSWYK9F`xuQRzv8eVq
z8#Qu_pfXbt`?FP1rC?)=Mc6VnM(C#$EmYwPdQvdIHxzy>n*uUovaI7n8vWU#g7Dui
zE>TGgUG=Zgvty+w_178X&rLzoWhnqB>*%$%I3CEE&()4QKw5&vaa8b`?AS_N?~#N%
zy5r#3k5F7KbQP=b3uo5zWU!nrht-YJv^+e7{?>i5cHEVSpI#VaWVi_vt=464J(hr{
z=3w}8`~<uytfY6r&q3yW84in1g+7~?;Bl}BZ+Gv-`Xwf8z&Q%SGIf}~Q8cONuE6&O
zR=6f<GFv=w9e(~2;Rp?V<agbqd&M{5;^DRE{iqUt#vH((vyZ`pC1zAT!WYk85wQe&
z2|+_M#``ZGk+f|h`iUQ;uj!U};ba2L-fLv_$wawDN<0?ZA}{hymwm~;y@MXV-NwoN
z&gBOZdujf$>G=K6(&j6RA5wsK5qP|8g!}Wxv8p-?7XQYUt&6@)#}B{Z{c;nqIl+W2
zO25)_qqYp^P%Tz2*M>#z#&~#F9v)*dEX8Rq-8~(FR$1zJd|?!>owAP(O6icM#w>vm
zB6zW<zf)@c25eYp$gZcP;r92*ErAXa7@kmwrl~^KUnLZmX7rF~b1puA-Uu~V1$=cp
z6w6M)+?fqnw<@0R@ZEvqYK_pAYUqBb1uE?*$2$`u!RT!-z25prq&&NnpT+gS^4vJQ
zkylO^GMo6N(^^~3+dcx1Pd4;$TQ2QO%cJvd+BhN3n5IR&g#(f`oWk-7L33M+PeM1K
z$)6aQHS`);q)%opPY#Ma`VDYrNG{ZDH>8Rquc2WB$E>!e(7PY9tfyZd%*J-ZC6^i;
zCR&O*&TIHKuPikCTZxs4f-jJ<7R_!9W>$i49J;(362nSSYo#haS|G=!{b$V0NsdOD
z(k0mT?GLRF*p61SGb!lfL#vneQ!(aGK4tj}8n&+$s@&g+rC!?jO~?RQ=Vs8BbGhWO
zUl+GXi}1-1OU#)l!dDSBur>0eFlQR0=h-}1d-n}+sbiUQbq*@eTttT^A4ZpuPEcHE
zfs-Ex<CqGelgMS_W0k42J@`H+?GeTv^fz%W)(e?;$4+MC=*uv19pm);v9%@w{036t
z*uGe{hF4(0KKZ!!z#?vq!(#Hk9S(Z;4Op9<Bm3oW4K$wSwRroM()8f@c;>(}n7?Zy
zi;0fr`<gGq`SI1PFFQ_D`Ew^5I$8sDUlAluQNoWMS=hI@0uD!&Q1ua6xRb)+&Nv^u
z?3#eruioPBovEe0)xqqiaTwdsewLI<(qUKHBD%1_9L1h1u_3x<*s}37{ryh?C*6)h
zb(xz`u|&waEIGxW`<X+7j#}cEYb)W-%rJEFabb(r{t{K6Uc<CHBd|`Pj>he?qRZ-b
zbklh%j?Y=kW;_&QFaL=%MK7LT=)u9JFcmf+pT_wY#p8}qs)!SxK!M?}mOTdJ(P)jp
z+4!x@KK%)W%qfAa`P6%|+SChiO@??&_6Y@77h}p<d-iEhBpP4d#YROB$A!A4Si35h
zou0_kxauIx{GCfR+sbH2OAe-Zui}0jI!AHEf@f`Wlv96c!oU4?hF`yCD7?73mc8|y
z!aA!)qZ!y>&rvBnH!g>&RYKv$Zy)lt&Z5tL)=YI@E*pGr6*?rnr@f)EY@${G`)Ha0
zj;e*62`g&$*wqM@2UlQzktCOV`Y%nd48w52D|HF*M1v2L;Ch`SYZttez+0L0I7St}
zs4iu#hZ|u&uf#qk+~((+?<dKUWlU9m9$S2891{yH#LM%9USMo7<vo*P7o=lo_Bsd5
z5PlzNZ{7JCmzAvZy$1VGn+ZcJm6@F2WrXlgTioTu!7%9r*$<!3&bMXYrl(%GBRYv?
zT5-6%TN^hxY~mkl+e7H_qpT=$7Cv9pM-Sc)(6?q~+;mZ!nG8Im%Pl;3HO*zqcIA_S
zVg##wbq8?DCft=A#8S$A*k#Ej^ui~MZtY%<Ztl@IuUd{a|M|#mUaO0}Su1h(qg||f
z{v4KDPzh|>Q@U+m4OwZO;QsbLXS`@8lMtSjNIjU|NxY)QjBKzlNyej2gXvP+3if-i
zCHl;BWj1+@qBo8%`0P$B8`&8J1$DE~OQ#<$HqBzeb8paw<Fee5VI1{@{|0Ym5B!-D
z1}~yM!Mp21J}khQtzW+sf2qx2i`qw#Ov!D2{QV4)o@9XbLViEB?V{+?nHsp1`me=&
z!Vhp0FGI;?Vt5&MqG}yaTH`f9)cXg9`^KQ1;N{6)E5j?p67hJf;NKc6vc#^D>_LP&
zmTea1zEo?_sc>dvHplX34lYFN!4|Btum%l&$uX8Zm?cd*Mw8T(SlnF+RLbe1(h=R9
ztgJ6e<yCV(x`cV>XeBPb7fsb23PRt!0Aqz2IW{8<%hdkkUwCao`POVa*-?mJ);glK
z@hp*3t_%vqD%`X?n_u{`iH?<r5tsj*?(lyJh1vi4Mk}`Sl^lEV4Vd@#L@ajr$)7f^
z;*Yy3voi58yk-}GhE6m1w1y!#X3rRyWIhiYCg`z}tYs+owh+(dDzURYW0>2xGVaJ+
zPh6E6jiTEV(ZBFA*XMKqhwL7K?~C<VpV}&tuL;0+qwmv|T1gtuC1de?6^xlK$6h;o
zK$-P=d}f@5JHN?dc9|bHcAYyunW@RWS|Z$)mVYI$WqQa4B@?7Ifn?J#+|@gTod`RM
zA2A!Ab<AML?X&Upt9+cfehgbYM*-_^4^WxfF-Va)M0uBoVSr>EI=>u)!{g%UV`T~s
zQQ3+eafgI^vpUSkufTvJW!!h9hW4pHq>$1weB#y%$6rRmW#JCn`#Kq|#7AM-M?GlT
z_s_~TqMt^U^pLYCUEsBZz=0j9=pgu;yCbLKm9MV2B~qPrOwc0;(r2$$+v2eIC7f%y
z6@I&#($acOmzil#MGq-ybo^tB3&cdIxK#r^z8s}V8b|Tyu+cco^*#SEFquByen8n7
z+NiQ_D?WU?!g_(uS^mktUvPa%IX>Q$i;An2VAOYgd{ciAa&L#>ahX(ntwhjqCK0z6
z6~ZL_!6+ZZu?M%Nvx-ARXAc5OWQ@cYgKvSQ;xJ~CsLW>WtAk^ItZB2<4;nJaf%~uJ
z20v_qz`5D2jrO?*@NG;oMxX7V7w2r*!~j=Laz+lSH!fub-Ga9AH6Aw`&LE3SG5&M(
zTXKqeL1&9Yp)%zIq0th0Mk(mC_b`8GeF|T*L7ZuSTu0ZGE^yt?)fh7{#UuH$$j_*t
zkzFfrrAsImBtD0G22uR&5;0uR_!YJdYy%kng_j?dhEfx=V7^WqW*R87>CFbzI#GeW
z3vQ=RFNM$DJc1Ufgi?EI0DAlWf(x${vE$GU(#?I#e;SsDkDmW0c<n-tc)|kym}3&1
zPOHLQ`Js4yV*?rNvBDX;ywE!w!j9NR;d*f++}tOJDnEta$Io$a;_(^Iq3Q@{AE3|F
z&qiW##x~;pV<@{*k$HXYfU;A9&K-1zOPZsMor7<a7*|T6?~dbUo#lepv{v}dxZ_wb
z#EUw%xM89@AMB;q<o$gn_WQYUy4NOQ+qs8u;@Th3(z2!<ISO!fVl2G;d>Ga1w&JIm
zO|<S{Ke*v=och=wy}ZL=#n&tpYt&`!g<ZU_VFD*rJQaIw`smxYAe{7U4w^fPVWyuX
zdz(=~UE8+6S>bHRNF7P8H8H6FeLQ}#7QE#njiQAmp;R%gokmwB;T}I{OuUkcenMV=
z7LQ^|E=kxuPZ^slUX#JbFz9;RLP2*+Y1frX+}rO%Hc7f@t0{1?{uN`ak|_>&`QZx7
z81!f?h58R;SyS3+F1uzvwb?JA;THuiRzxK@J8_tO=oK8fD9m?m58>m<GBi?Ih<VdZ
z(PVEp7Va&??ixXpY;{7_jQuz*ZVY|NZUC88!<hDoPq6EU4s3f9f>SG^p<R5nF#qR*
zj<g=zA$FcOElNeBjss{q{~oN9--|Cx^KkOBv1mKi3r9I-;?eNon19~{mw$N8t!0bQ
z`P5owxj@8X2M{+6ioqPS1l-h+341<=W71V;*e<^gqg)NxgvLkYcc6;1e5lXPUz>tf
z-UspL6GK{kbS+ld{eU)qe{_wU&n`5lgT{9|e5O!~f8`A^dh&0+qiYd1?$==bg$Xz!
zuoM!VC0S)gCYIToqDpBk7p$g>pLc%*%gAKGt13ce7YXL|!j2VZ=;3Osa=d-&G_^ME
zMA=<wIQw5Xe!0Jyoc_~eGi;B5@$-CiJvp0Ay7`EYvP?s5foCGJ84hop58==!Huy+4
z8)d}B@xMSDJUk^AeUr5CluSLnRRH0$h{Hu?`M4r`7gZhIj33j@*~n{NWG2}SU0>FM
z+nEgPpJ0Oh_9HP?<ph~K)nj6z0-Z9i=k;9j@SemsawwMtqc0ZB+~7YNJu44q3{Qj*
zR|z^Lc=*@FcY~}_B%Hk+POp-D;mU<m+{RcnES1q_-_@65-zz=#EqE;sG`nJ5)K}jA
zd;l)&&c(HY2A#ZQ3T4?Gg&2BAmYO#BHc6YA%MWK2`H5U!aTzGkX{*f*axMAlA}ZSF
zjJ9aa;=OC3X-Ef5JGqgsU82ib-`<7mm(QSAO(nQgKb)WHSWNv}y1_l_Fb0=MGTn%`
z<TdXJT$y)(&Z=55@8H;$`5(vNFW8S;PK4tVnIgRN_!yWyy8)+6Jz@Nk58UgZJ$NKk
zo2`nMV^-gC;g0QK`qg-jD?4}r{(BpSMq~0h|9xk{Al8s23H{p@(-X0MiUIx<vczw;
zp9PB^Ber_gby5+<fUW2rjm}<)`_|V$#<O6oDVu@`Zb{fC6OXgYb5LHf5}Jh1`QnQW
zDDs-clGApA>n2sEw?u@yALdcJ<~N?qo|5-^FI-`kN6Oz<QO=rMaLV2h6&z2(fzukS
zX6A2xNyH_tC+0ONJz0kf3h%-FjtqQvArti-d|8_?@^5^w9CJb{@S&)YYG1AqHLr}q
z^34-qe1tBBD@udta5bdPC`G%e3z+%RW9Ts`gC_nB6?il%SSYiUrlh*S`{yENI7ra;
zlf{{P#YgzsC(f>Z5JyKBjufT|da1E4OYq5{IyeQp#Ez5f#3AVK{S6xDSg?2H@@!U7
zEc`b^jQz~tkN3A^;!_vl|1%{Sjpu4{Yx?zIrT<8FT>k)F9HW4dA9C@FbRZ;I7Gbjg
z1eWW#hK9*agvIL-#@sEyuSU9fpkgrIFwDmhM@{$#yE1U#cLCOE8L~{Xbu{md9`msp
zP3Cux;P1VX&A!L$$l&22SdpR4jF)9&`~(%kt4b&xy&axvb&-m>AN@IR#Ja}VQOm5^
zP?(U6YpdT<hLE$Ged8|8jJ2m3I*-7!ZC}ge7%TMI?}7ZVOsw?%M1@0p={Y!XNjAFl
zLB9!hY@3T46_0S`Q9Y0~=ML<>_=JLjbD=b-k{jgb%*DN*gBL%pz{QS-u<&kCi<t5g
z>ewmI&PNT$=J^wGn1;ZC6a3dgm0(P7_Q86;cr>q$#l5nQR8}zuXC@S(l&d|=$<07*
zXv9e|o-FjA3VTHz#61(bNOiYhPgp9+<%ozcYT`EtKDv0n6n}1DBj(JSix)Wy+9h=R
zyVaC&;o4nzTFCL0Z!$!QZXKNQGXTrp-GHKLuBa4Y!p2ToK~j<y@br2hZg^7<J*Hah
zx6~P0`sg#C8$T8&501vjA6m?F;sKcTUlBG6=f!tDSDgOdjBQaiWoHlGfYTi-q4wSw
zG<Lg7l|q&&=FLbf)xAuE4$ClnR!gJ%dZB*ZVJvm1=C(X5!EYb@A#QoADE)^Oixu)w
z5|%2cZ(+&StVrank6(jf{0JuRpG@D=*JDS!FX`nRflHsl&|h*A(-AVd@-6f6kkt-U
z(RIOb#TEGaNI5O=yaVl#sc5!lr1hN0*YMda6ds?Qfl{~Z_?;^Lm|3cTd95;dfA25y
z5Z;eJo!^LFwCu&8r*Sx8Of7~wC4=@TO*UqvF}7DEqnX8(mg3SGRNBt5@BUNR&WrQ#
z_mVc)bww2etW6k~6pkuA`t0V&ThPD?kl*r#rf=JfX~9c{jBgUaAZ<8!`#aocnb`g|
zAMeYRW2xaks(r8sHxB#C^9ORUz-fJp{YfD&moCL(3|(n$X(-0tk>+ZDEXQ@eJE^*<
z5GRdYftQpf^O+L4*xT!lu?yt!#<9nw{z8V;dqv>hNwxST@f;WaJqhd*!-QG00!hf8
z1VsxS_3a~Yi|ui8`B(uD&YR-F7vn)|UkKl|pai~b2nIKypWqPm6O8oKnN+nW&bKRu
z1#?ES+?@gw$=Mm_-8%tW4Q@8~RVUz$Ek`kx4sxvm<IHpM6<!t0;l`L*81FI*Z^|X1
zO=vRJWdDQnwu>q0Y7s^)4B*`|1Wlb2e5A`m8OqG0Uy`PRW@v}wubN^>WFkg)>tW82
zG`xJa7}jg}^D+{#ShvBR)lZm&W}SgxrP=}J(;LChy&KvNo`dq>Cqj-R9}ihaQt;=A
zI4G|LZVzOESpP2m(UQMh&$dT=68T~O_5ED%TnB7WwPUXnC$QktrQD?>BiPOK60%VE
z3=dwbv8L8Y3VfiCWkR;}-&sc}IJ6Znt*}9l7GqSspNK2-{jAn_?11buj(F#{HoBae
z%qbY|L-l*wEq~tBQ0asLIMuDh#EO1^M^QapjgiI4omFtROqJb_T!9_a8_-457A}98
zLtX23;N!sW;8h`uEpl48;esWvakCu^)XdoVj!JwUu@>3zN;rLB1Y2b{jcz{A#xEf?
zT=$N({JJS^;Na&>vL+U6WB3T}T5Tl0Q9cMcezusWmVs({cDO<B7(Q9MQs5>K-3y$I
zy>I?lcYbW4#&kJ!?YvH3+j}5q?RcgUdJwa&IN;NAXPkCrHrN>1!zXD^3T-!JYvR+b
z&wP+%Hmw72a_$ePH#Edac8E@ilbEA)7k6aJbACzMDe@I~a$ONkv_P}2<x=}*p=%J2
z=ijct(B!*tebRA0DO?+ym1A()W8scF)&pGj-KHwzGRO)HB-6{^`TpZFETr`lMJsEu
z_~z+Y_0@!3d#%pOvpngM<U*_rn~uX%jG_6GF#8_ghoSF<T-bOXc!^p%@jMP9mZ;%_
zj(Tji6&NEnX)xt}F{isVf>&x^kN+w+;j^7tuuwjOb8<a|2S*m-z`mK#S*nE(_W;Gm
zB=F|v?1a}siI4+&OQqk3!}(Jlc;jC?EU0Xvw)#UfN_8W!N=bHF=y=}p*p6C5R@1Uh
z;u7>_Sx(L1=HXS_Xv)G$oH2C?TxjVf&D36a<+U8ZjM1^_Y4~I8d9n_)Vv9S%!E#I*
z2I>@(xBClz-pM{Vcejn4$3zQxMG+P?>tf9oV9RpH!iB%4m>^a`PgNu6YKd_6{YxX`
zA!VXX)jqhrW*_!T*s~}wVhh)gU?R0r6#Y5DKRz)SeO<QV^ZAur*&KE5OxFe)I!d2~
z+3y#8#$ha8^&glPSHYTLT9`RSf%Gm97Um;$a*j`jz7<7apy|L?bj`)y>=G1Ts!e}A
zG$CM62ArFz&B`-&2p)w$ZM(V<dyQf-zf=NEw#0##zVHq^Wx$&Dw~3O02Q}d?_BXK{
z9VfcudCY=>BpqC=bpSUGxej^jPg4BWRj3tY0(S<VqdT6%(fO7OyO)#%PA5jP(hf&9
zfj45FGgRri&>QmiR%dm8Z^E?1e<a~7^u^RGafswq_z-2w6rM@q_T8P(0VODLYZiKh
z3}vq^bFk_0PRi|*rm@w}py>O0jFkMrZBY9}MT1P(g5B@oA1^RHjjS=Sdq3Th=!HA~
z+PU=X6ntTv1?$G|#gOmuI7Uhp#S7xmY2kTVS(1b8y80M~Sy=m_73$CJA&qhN>{L}K
zj#AqMmhX*Nk@YanBs2*R2PWfy$1jR{X2(^>8nB-EqgY5+Ch2b*g%)S;(7Hpe$m|R0
zQs`A~*%Aj-csdswh7*)Oyus&|3}WLvqp?S65qx}BgyP(EZqd&mY?`qWeMhBpOYT%r
z%cJ&|xJ`SwyzANgl{sd7qs2>ZW^O5;^i-cEtsDc#r|Q7l`#kx5F`@ZS((!@VX;QZz
z&t`{DWG^#f@Xmq~{1fw-4nFc^_P0)fljdp8@a1N7KCulWd_GXfHW?=3bfCmyIXYiY
zMY(^uV7$!-r!?0<!`@zzl))tCAwHBH9zK>SB)$Yy&x7!_Gz;(greM>@yIlFRI&S1D
zeVpGrKrul_xxumH1WtAWf2GI<Th7~XyC+4!T9Xm@;>;R6xa=_cb?D-_=YCL<Q;$m}
zj$-b%7qIz<8Z&M0=7y*&6X3qHFlI*`o~>BOtWLQz%l-<u^g4~p|Je@G&;F3|8$;Cj
zr-RqkH5hyjLnYB}>I#q|(a0iP=e%FwB#dTJ_xxy^g^>UHGZ8kN_Min@<GFF=T6{{^
zW_<4EPNt)($Raof793xVPW&RAP{(0IKp!`|UdU5CsE2(&HbBF$N!0jD9y5*h;MkYn
z>3r}9I_EWnZIRv2ueA0h<9<s>yMy@YOb2*)RN>{yK|DVg;g5+t_K9WV9pzJGuN#OL
zXMKUmlTYHD_K|GOLnCHuYJ~~$*U09pKK05fvO+I=-1uQSehS~lxt<GWa>D&x<x>@&
zY3!p(PfkK^;|%OvE3i%`#n7exB>YzANhX{mb~Yb|F6%|8xNIJoCH;j@+#q(o;2@0+
zF%#|)T`e7M=4?mo1)8RmhY~;P`Ay}@_;czpdUbdXJ7y`|TS>@Z*T3a2iKbEM>%pR#
zDlcf-yey31K8p08W?)cK5n3I3&s~uc&Im;@cHa0H*~ZUcgPK#Zc(ozp7n`xljcT-f
z{&zZ}pv68sEW-V%BiYrGr!YMFEE(8@lhd>5B<5hmH=Y=WkM!o?(RIV|{;bJ(<iH>{
zKKcX<y);SqKIx%;hrp*RkHO>VYnn&O9ip=Mb$E1I2_Eyj1+u?4QE*xY{1f;;YQh~<
z;))V8-QP*021c@2NpHBGGM>GC(+qwuCg5eyN>J&&L9&ldQ+?wtl1!Mx7Hzvu8O<7k
zru&I=lr&)R;+;@#GgSoVM1rpJoUH#8i7xiW<6mndewSE04z!rz+X6S3oIU^_h5U^u
ztr%BG7hrnTPjVdK(5!7XwMK;U^-sQ&Q{7ys`Cb6~Isww#hx3(>ld)syPW;<th3apW
zDLN*c0%jI~mx3vajnQTkD<475q2;)Bj4A#M9^h7vQDOIj+FG=4X`qB(I<9V2U?SUh
zu-o|!ef8amy$RW(UEfz>?|2_@E0;mbH)UXJu!sdDyF#XM8%&$zj#ne4*q2pzIq&{C
z_~f+#DLs(Iz}j$}ut?zEJoG{Lw!!RXiw##Vuw+)Z_P}Q8XmFnP54M|!<9~e?%&G7@
zxt-KxJErDf=;>BUZjxXD`Hx}w+>3ChYcvZ~wxkZ-22|Y_%(m7FjGU-adJr;^g)E!S
z-5qouevOVo*LqvlY>`X9o&><91VcQ${XJ*5sS+1B4Z}`zSyE<y_=OOKm$}W9lYbO!
zyd=<O&|&1nv@t900Dk#w&Fp23S+uJWdr+UxPc&{oSE*GLIoFP_NZCzq>MQ80{6@T#
z=?i;S>9Kbi8K9;YflsgN3im^6^tk?z94(FTyNm@>c9df~4YXQ}1l~e$-ES^sn;z4@
z;*H-Q#N(z<=_oh-9KF09jCz5G@w2)W4oiJNNpsrhX?-x3Ki$|YGr@?>&=to?>9u4&
zY&|aDVal9dy>7}%t`b<vI&7P|ptH7_Vz<s_GLCPD4Nmj1V8JRJ)**&_o|(X0)A{)H
zcPn|!^I<6~lgP5y9^dN^YrbiI1_rg2VUM$Ld-gYnf~PlO{jwGKv+fwDswcdg>T@~U
zqk{hab2jNcEfh2&3p~1I0sElU!P`c4af$uTm@2iJMK6lP^jmqjWwRxF{Bu5vwml_t
zp$qfld+W)$G@k95;EH?nx8f=9eEe00=sA8i%lU1DHqL?sm#%?9pHwhyZvc1XQZOE$
z#>m#Wl~O*urj9N5tXCf8AoZ*%+?KV#C0GOf1I^6|AjX^?PvuGAznm$Z$ZCpSQoNw0
zJE$7K>j^y+yGvlI3;oWL`V>$vY$V^hNn}4U5{zH+Fz{OqmV6qHlF3nceM1B`KU85i
z1%_16(=s|eDG#6P=Hb#*DHi<mC-wKgYzprvCnXtaRxxxnKhgXvwO${?Cb_?dgN4Gg
zTl^53^=w(!zlBuuaUP2?Er4-75jfN5KDb!u;)+!^Ec}BZzbsl7KR$L5HI7opb+LkG
z*=@s?#|>fS-}d8TTWRK8kVNWxBw1nkGNI4?lb>;DGak{5#kY17*oULqXcKuBcE*Yz
z<rVQVvpw-*R|O{}@WGmO&cm$`K^OCGq1j5iF<|{zbbs&);xg~TnFn*2&JizcjWR{|
zd8a9V@L_6M6NC3_74h9yFFa>-7z$fP;gm298dWhBQ^(q)+{uIZFItvDq&-kseh*jO
zC@}v{8Q{n~cYe;|D16|Thz@}-VC16d>}|+Qob!1c#HbXZ+Ll<{y4(q#Jl4U^g8N)+
z)<VoZ|Cd$=S%B*(DU8e;!t!n&Xc-pmM=qi1LML5@<V3pIYCV(bx~s8g`WIk`ypT-}
zX@wT&ahN`92@X;Z!!y}8sqkbWS?rT!;;G984$@A3q6*N1xl7SCHwNe4S_TeMu_*fL
zgFpMe(aOl#m^{IkmD+^Bey<GrbA18qY>C4&VuM)pwu!iJiwFMN$zg1N3O#!=1#chH
zV=Jvh@J7gqeHT9q?+sOO`uKf#qgs=C`_1vN(IzzHo|Dar7_2>GLqF5q(3-EMo=7V^
zV+~lI8G-svS?E2x0KV>zgIM9SI;E$Hg)5e@pvh_ck}ctE(6=T|ML86@EynUG4<hj)
z`v{YJh9P?yNNrks$TM^Yq^`9=w}EoXx#+|KPi5hg!Lz~W-g0vD>Lr^&t@!fpLU`EI
zMiIrU*qr@dv~jX7=1xdvntLkQlI%^afKr9r@)<HJYR19N#yESG1M_P1z)$U!FeP7$
zZR;(BnMF_dt*dj`_;3vj(OQ6M?@vIePap~;BKl~y42+f}L5ch}7Q5pS49zJ-n??Je
zuJJNTEYF2&VP)*M*EUR&&tL}4`ytfjCoR2}hf@^n;JlwB`;<8q^p9PJn7>1@cxN=P
zv}OU5dML$B-{dPWcP{c{<wB{oM4BAWC4<cl7gAr*LsqdGOm1Z)I{jM7*cK)D+pWc>
zOBCa&1Yz&Z%|kTdMK3@6%p+J?X@_c6`*HWR2vSrF6BLV;?3juT6-N2MkZw)p6cfaJ
zv({7InbR$Y20a0n6DdNsH551XCvqu0TC8_XB-L+d<Jp#(_)w`Df8MR5h3-PH+fSY4
zUs;bMla}F+s6*&;d;-hgr^ZI_S;y=G&AFo3EF6EwkBxgY7^|XAfx3SQlX%$!eU}Yc
zgX?z6KjMs!P6*FlUXS{{-_y)XvtY-q2^1<O3u^w>Y?t(5kTtEqtM9k*tBNiN-MmAX
zQgawH&1dr6Qb=ru4q2>i;}0|_vDbsra8&;#3L4XbovnJ@+l){MxKu@(3QU;2&jlJh
zc`BwQsWFEatJywnp);hi17!_9fbkMTHefjf9lN{8;kiEPrfFdC0b#xz9gG`G>VVZ>
z2Fd9Mpgmxfz+mCYB<3*g8aaW*-h0WdZjj+$?j6M)w=l+Bna6xs^dS8CS$KX{10c0<
zFWnPMrlU{IaL+Pra#0>c{tYv6qJ=+8`ryF~#{1%iqe4G!Ml#;nE5)7!-=!CvDfU}!
zfWqu#T=wfWHF?LPd3*sFTwcuHjWA;^<3rJ<U_2dq6o?aEYUA6%%1kL#25piY=ttZ^
znkLMdb9WfCe}9^x%SzDXKlReyjgqWu@M_FHu8q+e{Vfu&=g^skP!`zl4wHN{VTHhj
z?u?pGiKCOq`?}z7uk8kjW5vv+bO82m(Ls%4L99sHj$i!e9i(*?GtDMRh<|Pa8h;n!
zf7$D?bNoXvW%uE!xX|UfFEH&hzj3GP4x_^K7Zg9_J)Cko0*m+0LAmx&d|VYoZfnNl
z?hB2Oza*U+r(P$SAs1kOR}2i4B~#MWW%OoO6h6gfSe0XBt!(iY-rH!fk@K`MC44K|
zTb1F@GkN%`QI>sOt$}qiK3F85PJ8)V5EeHHPkvfN^~WYK<;{Iu^Gbma|Gf;4_Q~SU
z*9I)(Q7~O!dLFc<>4_XqiZJo~F|yAC)G>C&#OaY#Eo#KeiN*LydLd3!_(|*DK7uT>
za#St6&o7U73Foe+Kz&mwEVc?kbo)yyG{13IrHgRHqHy?=u>~`gV(9sH3Dz5v27A0_
zV!&t<w&JrcmOdN9e8#4t*b{+8DHDS;%?!|e)KPSw`V}q<*}p-C1~?^QIJb1}08A^5
zz{cjO_*{Pi{<tr&JK}yqcA^3MKf}@}cOkna{guANr}8^ync{ib3bgprO3PX$Fe=N6
zWeex5+<)`XZJjob@;nZfr))6qln$<!G)9NbQ!$|}8{<|ZijSB<z1uVBMsTx8$21*h
zykCg=|CuqhT|>|+)d|<B=g`WNO1NXuSix8M2zOT<#+sm9-12WW)cQ%_?W>`%>c&J`
z{8W=(dUo-Oz3NnIqJ?*bPTL?ULxB-1JZHyN((4Ep?rlH7B{H3S#+G1vT0SOUF2ugj
zWHf2&=0SZQo_#6ov`LP`^DC`b>6L8qlet2fdA>NM$A)dYA4DDROgV3j2{?SOHy->j
z6LOYD;_bh8T0%|h(f-d_@|drLFLJe5^yvxMeCiea7W!Os`?p}gf9d#jjV1h(iNv-c
zIXKdG8w_snA=ds2N+h;}{3A1(=jlly*ZfeoRYY;OE8*R&N)!{T<GZ)-!9dMyv?)+w
zm9=W@;4(K-xtIy>6jh+)n>e1I<&W=eltFqkhx4S1C|z+MX%CaZJ6VA=ufLquE8KzL
zrU-1GIfzxaEu|Cm0<_BPVVd3{82Y)H-q$ALsK{I_QFft#$a4JX<jmdEeZ!kOxi+6Y
zT@FQkQ&{+dDwy^-1h+hjfs3E|XusMxO#0p05^`CI?d#5`k%wgPbMrZ?No5VN$8sqC
zTRNI8zc&;|8tE~|ULj{-7LW4`iUe<<p8v3Z3>zh;z;drE(uTdOiIdO9)Z+Uj-tY~Q
zT@J%L|0C#7od<0X)UaptRo>V3CV$-4k{|aY2p@b_q)QEgKds>+nyqsP=PghZvggU*
znc{}6WA9R;#cSC2dNI~@SHRM1wJ>7qQMluEh$_2R;orS_$R~W^FZKlEpJ@V9Z|{Ek
zz4tIpk!-;ahPhOmZb@ryx`Sfhd7AEFg5%eQQu%@7_+wfuT6i~u-sKEZ`yMIWv2PPM
zcqY415Q_S<q*&eR4D7pC3rDiX!rb8}X=rK~*xfdPjfu+KhIkqDt67CX-?XtHK$7lP
zRidezF)JOVh8O1*<DJtJ>DGuTP~Gw!vit9YkAVz!$Fx%0P=U$wD}g=>UFKxR<+P);
zmc%BCv4bxYFmhfd#14+dvi5j<^Yf6<tLK>Vnn~=*Vh2{dq6IAf>9YU)Lom(UfquXA
zMG1o=Xy#|dPPZka+YozRYr{n9R$qcfzVG>&La%1S{rUV~>0!)XV<mLYy9!#atu6n$
zq*%lIpRmhE;9kn>GXAp>SnUji^r(|C<Uk_2#x{|<pU^{n`GcH%?S!2kwrEGhm)>v2
zGke`}_nB~*<2;U4%o@wo-<+b;hTpl+If{hp0=MZvG<_W6P7C!f@G{vR=s9KqQ-ATC
zKChF&tohzJ_+}j3d@h4|#%ZXUACERd#zD^PHGfCASB#4v#%%Lv!%P!Hevj&M_}e!V
z1E*)<ae<%KAoLWYR)pi#Ocnm)9VNWJ^&ozj@Phw$ZZbVzZ~`v+Y^BK)N3eyvrh(p-
zR6aHKJ@~|)C%K)m7$m!zL=OkE_L6k`uj(#D-5kYMEzbm#BaZknH4R2wYNoywbMctd
z6PgsU6ophWEzl_if59uhj9+MlmOZv#Juh0VHknP+D1kvsU2wb6D`>r{4R7=j&-mxV
z55cFu@j?#We^}zzg<9<U=#$nvRu0GWrdueyaV(DSkLNE<8bb25&TMp=BE$*b(S@D0
z*miGO%a|a07B~A9RX_R#Z)&DtSePCd2t2i<^fizrlEcH-u7HJa6j?MqCoX6R`o{La
z?XEx?cftTWehYuYW<B;__kJ9dx*w*9Yokcmv*#^jOI<u8F<_fIu6ec+d;1*O=<+7M
zu4on1z(#foR<dF0<y1Ph5dMgHvRti);Cxk?ovM|>zQ<;4^6CWA{#A)VMTwMbqRw_*
z$iPsUv8?<+73L1C#H=(`wtP`Je*fM^8yEV6?A#-8#mSgOE$*O_JPjuLqX$FlM$#DJ
z{krV?T58F11E(#WblFYtzBPINQji^+6PHAL<Q~zOsjnbNj_ButCn9&H8uFMd`2Tk@
zsM0tPW0iMNgP9NQ@G5~5JryXY=gs=-XW?d7j;$54z*~e}OD`Afg74}gv|FstibGuR
z;(<UsI&KA9?LUNR_m2`XzpI&kgB*0%%thZbC!uhZ242du#y<z<qrO2cSPA)E2-U>H
zb-(zFQAPA+^)yV6ZHJmRHPrtp^hEUX2|Q=Bnl)!Y`t%SsTwIdnWL~6%a4k%87xrr`
zlEy!p)5yiS1x$xV;g=t7bWl}bXyjWm>n;h_@^>6w_soLE5HU8~-5rmH8Z%A5$?SUp
z<DR|mCWUVs`FY}M?9iCsv@cfJkM%hlrtCqscep;Ax%oKpTXpfu#F3~tLL3vusi4nG
zE9O2p0%s}i0o|WLyuxZ^xPLnfpM8XmHF!c&h?nS6h)0XdX=iw*H=NxYf0v7Ror7k&
z3()1j1omc=1nR7>BQY&mR-3RHevO#OuB|zS+s+lj{Tq7N=rU16-wd(RI|jY7!kC8q
z2#mD34aaZSlfw5bbgWY3M~%$FAa5Ji)PEAz9UsQt>O|nYlv$X7Q*dzW9bQ61PuMFl
z2h0|v;|q&$?2#8^zM%pO{Kg>GnNUK%qo%T>L&vk+oFs_tPsEek-;h~K4P2OaTGS+Q
z4z_=L4vG~KbmBuh)VZeNEt%&Kv+fxz&D)7nm(OHHV^*T7ej+BniA0ypBbjWPCo`&B
zitgGGc=N(|JT}4z4}=L^+DDd@DRxLW>xRKp!J8jEUzT|{xiW_uNmdL3N9zE`#H{0J
z!_sy*`7ngrZ7GHIHO1VuPdl-szlV%Fdm(mIF@{Pf;;un5I1}`+dR-(+y)?kPYMii7
zQVPc`HOHshN72_W*C|o01|KcT#`BlAqg=O-u$$}%S((QRJ$hd@F)ae6YF~ob4S(`#
zn!%bz9;M`{pYXJ99ZJ{j!J)+q+3%n?aK${3ZtRZ4%gZA0LW43oM!4hrWEXaF*A`)~
zND7oZx(Ah`f5EStazdv3hDh<;SoUR#3%AxXAEt2cNFnVw@};A2-kkwheC#}o+WQom
zdW9atdq0qEh{v8s)i}{q9PhOpK#dVXo>KEpi=?<LZ5g_qstoLK$ksyC?_7bi8<X*f
zl{`*9n}%nuRM34#XUv&<7?v13f`}1alyKA!lf6ID+|Syy=F?}g^|V2Ym}M{&h0K@U
zMbfU8$NKE~_~lkVgrtw*ik8aLo^3B_?de4{edrBqRhcO`@|+xo{t#yTLtS)FYbC&c
zIbaxI0b8!P;-TY{@IOd`d~cz<Bd{;D1CKz4_(Ci`FV2Fvk8oV_93`5Dl62}pytwom
z=<GAZ7jMqOwpO7J?F7tm&1{;YoQ$^9%W3V86Vy=p6<!4G;07j3f=_BUO$*gyAB1d}
zN&0N8x>rS=(M2?3>{IUdxFA|>(hG${t3=yn=CX%F%gCX#8t1-xLG|XkOtWVc%aj##
z(v~xvU0x0MIqxnU&Do46N)Mpajxkiddpwg6SdSk{!UgV?Ax0Xx;-&3}@k^Q<YZ`l;
zn7tjg{))oh6_e4kO_>=4mtdpw0-TYk$Sl7|vn$i=aLdrK>|mJ=Z!K0N?2b~v5X~5v
z-VusUhD)*6bUP*az2f$KNdSWp*Qwgqt;KTbPCR0*%J!tK7uCF}z-fEuQb)pW92#9g
z$(lpZF7+_F<t5|r+Bz&<Qh?*i+lWb>;5{yBvi}rC`03hO3^-(fJ%fy3%DnL;o1R6n
z1I~D>Jr19{+mc187E4kbixJhn_#?LoI{Xa<?P@jmR_!<C8u|*}dlyU+_Q8Y?t>On?
zkYh3HOxS2+A3A1xi_YZQqqOTic#>$wa@!<W3}1ko?rF1k6YoN$z~g+hQVEXDkYrY0
z;^CEQI7qpv(PjBzT<oji;59u7MlV)k7jBp#r`<~bo~)-@iB$gFvqE}k(#E?De1jzq
z8^G+BIcAo7V$v>6*!nP&x78iN3ZA~C1yiE2_JKV+8ZnW+E8iol`XGF?B2;8J;vjsp
z&BQ#tBL3Qqoe*%Wgyu~@P8&ngK_Sx>rEkuqSy`LeKleoXZ^(FIUu^~#^}HI^H!Ws^
zy|wXfTPeKX8_%*+9oW3xW_Y=!o1QHZc8V1`aZ`_}3rzMpy4YS$O~vc6y(s}Caz*T<
zY$3VbaKH;aO6d1Blk>JH#*_U^8Q=F7f}d_<wDc4AJ4wVWU4#zBm$9rNs*zeVma!$5
zSF-KCNpK?UFb?l85wcu!u)kv;`Pf-NwZQ(BS|QwDKRUwf8BuJy!(pDC8ppC+&(O02
z9b|V`l^GgsW=gIWSU0eTHTXOQZ+~$t-jD#gBMk8MZ$*LS<I$3?>W@uAwvV0Um~Hwj
z+~@DczL_5t=AJN|t0-`RUkS6z)ewl=FqvIrh2XkIi)sG16{l#p3i%9sdhtovH5b(g
z^QMJEq47|v)3Bu`F-2w_EQX<qf8a^}7W6UL!`5{hu#H-W(7`_jWB)2aHQUd^S1)7M
z$|lSxZZozk4rhHjI@GFiinxk?I4N{iD|J@kalU~RKYOs*SFJJa5J6U+81p{8kGZYW
zVb?D!(y*m-SY*j^mb$_e$ZiM=4R>N91u0g({RZjTUF6p;zrfubI}0@jMzDm^^%(3^
z4xQ0|z*@+*$Zs_e?QajFQ`_TMr|WXoVI9Fc2xrcRPG@xbwvy&9U5*OhoSEIfdF+sp
z5i@8Nc!A0O?6zDo8J*C^pwaKF{Zcvpu6Git4U=YOvpe}ST`eRZEJClD)A3xhCLH|W
z%a-osp?0*UXv@!$@Q`NEDW?`HTJ6rV{>x%{w_m{ahYKP7-)4@s7od3TX8cgpLC38R
zGq(^aws3YLJ8u|9Q6F~TEJtByA)Mx>`?|xhCED!f<b6zYz6*}@3&b5-Mi?x!hB?j7
zrL<WWxQ{yStbThGx}|;KrOl6#?1foi)p?I@H0WXd7z=a?Gh|Pt6L3qPA)4FGWa8eM
zEYsbAEt)5=Yp!<l3xqT4bEz9ns&iudio8(e`Xl-~{gSAxZw4!9IL|L$wUj>KK796Y
z4eBo#g@Y1esdQNd#*H4sbjFwC{5b`jm64$DC)S|T*E!gg5(1?Y%hBaZ6@J(}3sXoP
z$9ML_`=(qRf8i)P3OwbEi4kDs+)P`V<#BOECVag!ibcCw;Rn6xocH9zu)xd&eEuH6
zl%(5aJtSN-Y-Ab!?yz7@B};LQ!Eo-{gKR3#9}m*SnNXlmhkiy`^y_4Skb5e}ALm=?
zozw#^=1~Pc`ZN;5uUO*;87*P<5y!LBLdiL4DN6iF!)>?XsLF3TYPPh2ZP|a|lf9V6
zy!Zl%P5ZF%z;u?A7fn8W7O;-)LvFDH^vXp-K==v>SL>zthf8qW_-b6*C3NhCu9<7*
zIA&R<%@$cXg7StV<gO{~qMek5_P3Vcn(SKKAiP86i$B69@dWJXbmJDLmf=Pf!31uo
zMuYwo9NfE_hD7CacM6qoSbINR$+m^$U|~n$lWcrE*^2R&<s9z-FjQ$89u)TN<^+bI
z&eFyBctaI_pKOQclVk9vLMM2>HfO^ROs5Vd6*f(82RzGJ#n0P4ofNl);+1!LOugd<
zTzYa0xGi?LY>q3QKO@U!N52-$n;eH%TwhwRD7we@j2@r|&PCWY!i1$8UT?XvT%GeQ
z5cbPFo+GMi61Z7*tq}NN2%4?xfVm?!QLgSfoLMoHCD(@FZO5miTyX-9nl9kgZu}-Q
z^Dw&Rc!6{zwxWLP0jiGNi!~ZkxWq>_oKo(3GL}omla9;rL-7QrdQ=l1Yo+3{C2R4j
z@+6k(ZOD3NuO`!TZFKkdEL`)TkDNjS(Dn2|{_+D!e3o5ICPFTH%ex{B`J%w2CG=a|
zTE?*5_9gi0wHMA8G~Dw!!cLzh;w<)s75g-&4p$CZK;}7$=pUxU1SBgSSTzNI?|aK_
z^*Dm@>JGT`T?)ug`AH9Fh{5qOk+^!aF)k~rz`0>ZVQfbvnh8Fsk-)3D!e8Kh0)(B3
z+K;)wU`uSRm13hx6{!lo@yWLYPp7K@pQqg6u6JMORxXGHtMEe@;r)gC@^c6E^oW7(
znlRY(doH!-STOP!MH*+y@#ScNI~=zT4_QVFnb2UIH*Pcix{-<6*OP=Z_!e!`X`!kO
zb=*PE1bQpv2+sQLgt19^l$;#M*$SO8c~@mr`@>;}jtM1g`o$S2SrhJ!fI&m1<FoEb
z<etOBo0EPd5pBaf?q~3qUpi3wQWcb27Q%aU7I2>;RB@|%7tx}Az{zFgHO7wjGaHAF
zNjA)7>3!H5aGJaw4)G(T_h3l+7tvnR3SM#9K}@?n8%LD7FcS?yhvWySYfV0l9xTT!
z)feObwJvlc46w^zgH_C2NBb_s!?*%j^x7c7YE}z-IL%*(92VZ7pBXby-L()K&Rpaj
zZU*uZdOPs>g*;>mrnorxG|X?5V1wR`W>c4$!P%2HLGJQ)dZ2f=#qeG-n&!P0Jc#|m
zuE~cqUOyGDwu-Sq0xL+(qZs#D7Qp5(9wQrt-NV&xxT-@R&8G#x+4ryLyX+f2pluFD
zt0v;)x3h8gR&h$-D)i4UOu{@lGqzE}f|Xq8g$@OOe9rGeuT(Eg=sQb#*N?)~-FmEW
zPAaZ3Zw2)ucL;Z=vz7}x@Wrtdx)Ab^@|rIa|3t`e8;)lx(`H~r>R9$WaS29u_7anm
zL7(es<Y{1rGC#)RU;S8`v;BV*orgcx-y6n_vLbs^BqAA+`8ju1DI_hL8feKVDKmS^
zUfC2{Xld{{chXKfX-Cqx6m1pF-}(Im)vJf+oO9pT^?ql9giaE<U{(#^I(NaLkqb2D
zqaP+jn~?3H4e;ZD3XHpRlZ3wUz-VCsdfL+#61p;AuY)ZFyG_Ff_48ryUJ^`SI}hY4
zGGYG4w`B9M7S7T2A)Xu5K~VW0aew-Q+&V0Swg#Ex*R?|M+xUxnW-JKBx}`Mnm>sr%
zU5GQ9=W$X(j&M`T17OWHUhW*rtcFa$h~raGqnEL@bN13ziZ&qL30UdvO>dn|2N71e
zfAQun4Q-o*c1{WywciZt?8n$<jY;CeyCqT6D}Zjgy&mfJ)<B<!FJn#B!NDF)a9Spc
zHy0@4CoN|@7p8`LB%Tp#l|UN&HxQgwR@2<9G6-XRkVxmNeD+@sjaQ9DhkdG8P|`+r
zMgF1dPj-@xdY+h-Xo#g-ZLp{B1ohwR4K3m4ImJJ^SlX?I&($81qa$lcd9WC9nk$J0
zcf4TEIAhdI3j^bgNsuw~5B>RPA_<GUPos<GP<7E)T(T^OoV6Ux=-5Jnocrn2_11Xe
zd<iX>W`^<#qSzg^oKBUyMf)29V706=T>PMcdKPafCj2BD-!J2wpKIa2CKK=v&F2;k
z>w;mtIdq>pW@{X%3RjbF*z`}_K%Wd)6aP7^o3(ugzOHbm#}@Q+>n&ZeT=)cP?Y%<<
zV;cCuGWMo%aK_j$O&n<21;0KgwB0$e1iA7u+?22l^-WIGpqBCU?~F*e;2?lc<{qMV
zKAt5#?~LiMV|rBdXe#upE(hm%o_zm`o20RHDtDGK@lT~8U8t<cve)KtJS7)=g(k!K
z@BZ-Ou^?RViAR~Av#e$gM&qH8MPT1{iN4W&Ng8*%fzs?Men*@X%zIV?r$y$#YHxk4
zoRrA?;Mq`HIFAa6+TdhuArLgrh2PKnNKvO5|Ho_+UeCKs6@6mp?2wi4u{;Bs&p6VJ
zQ}ZE3DW0x0vxJZ(zF@2Uj~f>B#x1{B!RJftO{}5DId@LN3CHzerIQEfUOL6ad^^cW
zy;zEWUnLNu_GR$wPX_cwr;u@CZ;9s%B$9IL@$Lg_qU%n%)G%QXSB!_PK}d2Y2V<Pz
z6W(RCk(Si$p@+o_VUGP5y7r9_21o?cCr**D#<&4?T(+TCy3dkxCE>8&{)mmP`zg|y
zXo2CE#bIzlDRoOTLKhz~PFBYXcl3v$*oNs4RePFR8YM&Mdwn{_pcdBEUm|m}7gFxw
z5571zn!IbBh0cYE@XX2stXyZq)FffZnb>M8pp?Of+$pCm$qOMfa25RfFA4f`<6-;C
zVfre{*tRk5Gd-m^9@UQ9!wK7uWR3G@&UThFy!~nbyKED%V|)UrmTqVF?XR?7wwi{_
z${?$q1YmsgbSi(q9|U%`aF4b#-{A)pGVVwd3A{O*Uehe#?<E?bppq{%{i>&*D_;<2
zRXv=WGZ8}mJ|dQ581FFeD%}!MMmp~7p$*;>sDM)szwRx2+b&?ato>Us?c{u@u_eS+
zKaA(4+v$IQ^l<GRc6Y7MqGB37RP(hm`Z6ctl%6`OQaqWaotuN(%NjThj|E^dIoo!{
zQb}|_8%4E!3SmpS2L5*`lT$qPfVQ0j{?*mZD0T2MbsS2>y3;NE@td*e&>Dir1Fg6N
zS}yS4WCy&wZ88M@R$we3SEv>s(CF7q9^}5JH;oF38e<qPtCfQsql@(Tq5=>duL3v4
zCgc3MgIxK!e6nZj5_p#22m7W)LH_0Uq$nt#Zre}+q9hB}-7~<o;*~@rQ57%b3nNR`
zalu}`V5PJLy4s|$nRVg67&-A8(^ARfn-=guzz&v5OM=LA3;yfxvG82jhd2FVLMI&Y
zhtBIq$b{*paF2UKiC7JUH1DO;I>vF<#!~QKl@A24&+b~LKfSbiCGWT95_zNIL$0iE
zq<LrhNJm36)I`1};kQ}O=9#o@^JN3ZLRt@^YzHQ>gtOhb0*ScEOa9Io5149ulc2&J
z`m5kHc{JKi^R`<;tiC++sHwugjJ;6&ZxUP|iH0>LJ+$ju7HG=!kaJr8)@l<)p#Mf4
z96w`*m+$&R-`SafKTi;iyPjZuUK?FnKhfip8X>|^7PBf%*gNDN{gSMYrL%WKfAD5n
zx$`8;JQ>k>-+yyHe~i%VUkX^=VEm9JJ4yKa97x-;m!5P<CMTj)(MH=4PUrO#H|z1(
zV<&+EXFcFs{YPGNbp$(i>L5Vd6nhMd$=lv9bf32neA2c=X~WF~bN51E*BRQ|PvF)G
zO?bUE4K^g5V(zP8m~Z4pUv$?%d157)wTM8IUki8AFP#(x?uK8k5%iI9HvLi|hQ;G^
z;i<p|64oz>#?#oGUZfC0rkdg}_SvOoj}Y{`&=wNqN;g)oqp3HJz)grH#nbkHz1vAr
zlN3fG7F(d#s{`=vPY$G<P=s9*9LY7|Qix#Zk;O5VbzeI`=Wpral-jK^e?}yU))0d{
z@g_LzQ$y5am2i#sIKagTpe1Am-Ytj7#&&u12TdT%E&Ap4F>pKFN|TkZ(_dQ-Lrvy5
z*nhbSq(&%t&1O}JJ7w{t+FSDPdkw6WWKLM-B?|A)Bcnx(;ajJVU7`d;Pd}%^OD=Fa
zf$hY1?;a5HsD;!^i$GN+9Zv07Mg%@lN+P?7Qo?#TZn%mBrn$r7#02Ol(+4;85gHwH
zfvk|vpn9I~N#N>6QvF;HR*jzpgwBN)=E#X+zfW80L}0o24hX%_Ps1)wAs_8(VPNZh
zI#(tQ)=n-2o#b>*Si&9RH_4IR^HYfHt}!?e(@(mB{?J-?Vd#<iO+>SL$*HaxsH|{~
z&pQx@YfRE%uJ<3B)Se0jJt_3RoB*2F`G)T9-a%aMWRS<jwUBg|ectv9VMWd^(0?+_
zozhx{%6BB`A6rM*FS-#+sv1D4^9enWYfM{wkMm!?b3pEvQ~Bw>*nHFz&gBT<fueH8
zTuvgM*+aDc=sEiDkvBB7ti;>5JLu6hI#k(N87&(&@Rw>r>7_mK@aEn)(6;r5u-%e)
zC&d8bODo{?hDy?PBn+PHN`t4G2Z;I^PfQS+1~-bAg2gH&(CMh>rq6mq)yCc-6Yge1
zo0%^Ce&GYjsnLgy4<X#%l1w-dZGcUk2Vo#do($ZspsVX;(4@%)X0UvS#+^7!7<-XM
zX&1p8ubnhbRu01(&XK<Gc>3h-SkQ=-0^Mz;pzF9A8~vYio*jE2MPVBij?1G)zm9Mo
zt%cz7(he3K%7OfiJ!D4XJj^f^L`Pvwy!q0Q6H!Qk$qf2BGvPG3qW_d+PTc{+b_aNG
zw%1J)wFk{hneh478S=aHFa7TxK=6JC?6+eMk6|{eYY@avy8;LtREK}T%3$<lE#1U@
z;$NoQl7r_Clm5l(&~!l_JI~tj7g<gs_riEwT9`yH$c<rdz82eimvv#?m?2`3CJH>T
z%u4zWdex2XPeUA_E;@>)t+9nbrFHN;s0_xpXM)UNF8A|qCk+vfMfc;AaC%QJjI1ey
z>J_H&<DMJun?AzJi73-K7q>xYbs(;mihw6UjB~Ro9DIJr!1^OfBu`eG|IoGpKM1|2
z-Ygd}yj>Drz2ac8niUie)Ij(hQR3gS6Yz=&HrkcZg!V#y%lU;^^dy1k(+-kzSb{6a
zk|DcZTxmNiQO~b^TM0^wf74?sJL&yjnz(k$P8jiIIo|>mSS%Aprk|b&N2Y1fi%#ck
z7fk*}T}K|!*KbTAW#nO-cWImT@5^R5wJaT+#}~ovzvrp8z78&*$g=ZC@6zXP%dsIV
z85+kH6AjH3;J#%d>m;8bU9E<w@=XvLO3V4<@0lk{dKrDDVh6?Z|KrXEOQH3VzqI>_
zC~~_4FsOMmG`HyC!KW!y%g_fW#n-@-m+MiBW#)W>uJRv)2Z`7>EsPEkf^W&m5T<^o
z&1LB&S{VA4uwe|<QPIR!$vB8VPzF^OE9tRgHIQq+2xY~$@Ox_$Y5l6DpgTtoragT{
zpUhnW&x`^{)HX^A;-^3vOML~$A0X%6vY$U2QyMs20-Ij4`_`5|{?q0VXp)jA0<Vj0
zpZ2dLkJF`KVC-9>%Y1nMt-8p`+GP+i?4+{Xe6my64u5a0qL+N#;pvkT^mxl0?v)zz
zD?gN`9-|_dcxVD@?p|RVv}io(l@-UgYaL+5{K?>7k;$K8_mV7m7TjWa9G^4hIQgO!
zN$_S2pf$|*R#ZZv;};*QpVfNxf*5Ax+rj>-QCe5_kM{R$gazs1P_x$t1IMg`Q<i^e
z>518N$HmjMxWfX2Ka_%#S3az1%!0<xwAH6Kn)kV#3}u;xaMf9o28+1jNc~=Ve&`Sp
za4rEaT}4u<DPaqt1u${^KTfQ)h;07xg={*qsV!p9DyaTpL`10s+;cP_5=VrI#>4S&
z$GR4dJ<W#$QA<cs{5BHLy8zWH{6FKH8ctWI0v}hyjd?|&So(nMSDp=Gp1Gj?#0DH+
z?jT#c7^mH*6m$lcgGX}&Nd7!ULOiPJ&vg#ujNE4UT|;o`;3Dp0cmusK?kp!h8UzRT
z3Bs!fV^F2LpO$u?A}c~Oh>m0-7#4b>jpRE@9i+g?BZgXsUf~Z<FQd1I7LlMaWAM{}
zI;XKN3v3RaBqKZ79dWrWs_JWEQu}yvD9r)-n{?pO5_vKjzmzn*zt?u^X%%V7{Ytg2
z?B%+B3n6)u6gRm?2ivzR;)L2tkWkbo`c8I?5hn$oOdgS9pY5bmZ9J|E@`VGfi_j}L
zkDRlAPY)_=f|6(RiIp|u)pgrLtJD$Lf20)tj#{-Da=NH@DhUqP>JWLoTC%EQJ=op$
zgFGg-m~?UzgjS`%@XZ<EY*|hgI3K1xlh)A}brFnzCcw`-=#6s?d|6M{3e2V7)9kIQ
zp!I_y%s&{2+kBRT&-fvlI8A_GYE?&bc5DZ?$)Pw-UI-Lj)KOrj8bP+JJeWQPdLoVS
z@N+qm%;r~OZwIOIr%@VpP>H7hJV75<BoVj&&Jv5nDQI}pmFg)A@a@gws1aL9I+kpQ
zFHhG(Zg3@Djnsjve<f_^GzZ+xrh=(|K0UKs4ES$laPGV`C@XxRZSunO<d011Sj5iD
z%NO}}`?vJ={^PW@L7H=S-%IW^6+rU4cH+>jOOM1nqMu*NP^Xg;sABPm(n;o!`}8<y
zYtBXQCvNcfh#e01NW)9jdOCSn1Ec3;;@@4ncm>0Ka62pn&L7Ldy>VffwA_bpv??TL
zj@x7DGDpbP*-XcDk0IN(FM`5SL)I7mNSjzr#GVlwY1uw%d?TJt@v9?|0f}(<eE}?7
zw;RnuJ#Z51qHL^AhjDEt==4hm2h}c8UxP_FZkq$xs%2B-7d|kgHyf9vY2pFHeKh`P
z1lk?Tz@mLcsARteP9H<^>*{>;ReH@yl<XrSoxl0(mMi%3Kbuf{qcW-&`oYn$JBYnk
zBOS<oNJ-RIJS}{Tgc$^J-kbWl5FZZaF=pwYj31=GbjNC)(YC(Yw=_^U9v)d-CQ7%E
zY!Cu)iTFi4RxX04?}Esh0bRH!X^!80oKXLj6#bEDkA9)mWc`HiG`J&$=uS;Rt9jB8
zq@GF+>B?h<M-Nf`Ccs;##4zXCJUsX&ldf(_!XsoSaV)pQkVB!wq1FM9cDK_*&o#Mn
zga5d&tD59NjRUwFr-4*s6b3Z;k+C0BY#m1Sks2w0yPYvGJZg@0tP?#e=RLKoRmI=Z
zvY7bQ5uY@F;(uHZfPuGCG;Qm8#_p&fV_wa}kaI7|XYn7Lv{xND{YnlK>wfV&M-ISV
zWj{`|EQgP;55x;CmU#dAT5M=0Z6POGXt2K?h>NBYy)E|msge1WRF8nf$~fQ;9wV-q
z`L;#B7DK42FBq&nMgomfX<F4xC^&h5#y_~&7P~tO4l<^~S~ioB;_KR$zi#3)Op|N|
zMr1HK^Z@6isEX+tThXV*4g!+G=(1dY3|-sAKN;GJtNbI{{8uvuU8^gM{hbJXFQu^d
z!bT!*ZwJ*l4X?@?Kx9`U6ihUR3jrA*JL*D`y~?35GLbjyQGqq%XQKJ47W!PeukGeb
zH4yumL1sD1gI)qh>ied{lb_e=JHI(_dcFvAWNwA#utey+qsNtOTL*`KoTk}M|B*d%
zd*E@B8VTVp(SZOl*b=LU6NW-z;t6M3?vM&snfoXE9P@};TX5fddgvPCBwR3cA&LjS
zB)i3R;FjJjG(0Pa6<TA#Mx>X2J3|;lb(XV^?OQH7Q;5wN5~1$bELxrx2qE|FNb50i
zTSJRGBy*t&dB0~2`k(l~>!kFP&&nxyS^Y1!>}4wPqAqxjbtcO{bklR!yufjFE=)UE
zNV}^?>6#huh>bqmrNqoagDWXCZ|Ec4*CT}M9_G@$Q<zKl=T3}$D1f`4IidN^AiSBm
z8*$7Xa&N&z^!$^AhX(HON{`0FDy6BYHr)hRJRgqOd1Bg-7f8KMr32-<j3E$=ZLhP)
z$ra17V6_C%d7BI~(|(cOwk<U3V>3y+It|0-Y=toP*7>!Wxqu7zQV+*!POgxW!u!$C
zEH)3--pGK}s1e*}tk#CbdRX?(AD1N+!~Qc}bXoFJIMBWjgdRFTSFI_=sn3TJ%RS_C
z42O1S9KqQ43w_b<14dWJ;0lq6)P?0AVmia9$2aEFmSC(#*oqN(`ed=s5{Q$}CN>|`
z=+UH|croB0z3{G*I9|+vcR2#=Z8{G$R?dXuIXg+WWf0A*7Dom3mAufhgVa}CuXW+W
zrR=-V8q_ff>bqHfSSN@yvHy=7@~hESbUg|uXw#mEG-_MBo!r(nLh<FYu-;D@OjpK$
zVr?#&Z7PBPR5sxOjwemd={R#qEv>a|pbkyen3OvY?KVol<n#>s+qjRYOZd@u4gvJ$
zHY2o1)5bGV3Q)Kyf-IirLr=ccgj&HUNRrQi^JR%Ncjrs4YW6PNZD@io-s^M8WD%Tk
zFQnT0T1o7>wd7&$W~i!g1D|EfVAbeUnDo{fmM+yKg+pgZ{tYLpcQc+E&aft_KiJmo
zUNZO@SwoVvD484loN<p;A;Nzuc3m7xOY`hNv+og!{$UM&?m6LC#UNU~yOVgW+(nlD
zJWa-GR@#pHWd_{^qcmjoajvLW3l~0F&mVjpg5zZj@O-rxhNLzTMgLzk|Fs8M*v$M&
z+oyBoAcV(u<l<dHahSgQDm^*G*qu*)5QUmLI#cc?-M?)w2@0KuAFiLG9}DJ!@qa9T
zGCm$6OK;M7LZS4^<3#vu<x0I9y~ww$t<dV7K!$CZTPOPwZ_k{#`{n}-x<o_9M-#j$
z!{$Ai+O$bY4jOv};bLbV-*S8vJCoMHU~&N3ACf}#(khtHC_tC4U>StP*`Pb}hSz&+
z%N*q4;CMd?$9Jj2cMW+IDEvaFWO?zl<|ldKBnl=;9ynOP4thGYV9LQtNZmIEVw@_;
zKutXeH|0{}YfZpi_M>|ZMKNum9VA6>fK@ZIsO<g8WXGONPRj8Fk&v3e*&CFx?nEI(
z{Wik&H#zjmD1pj8IehQ1iVOal%RRW~K}>VQ=o96`a3Hn@Qu$({|230k^c7)`n-At>
z8KOfVbAfbCz@r9%Y+ilXwna3Tt61O2u#(y2({i3rPZyBXIY`DWS_G@Mo6#q|luUb^
z2gknGkS%+}u<q|F^5c9xBzDN-uh!x=&AGk2+gC;W<8Y1(oLdEh`cmYV#WrwR_Ko*5
z>f_Qx^Z0uuqR{cxkxt+YQ00j;DDRbqK$8j*P~wOiT^ZlVW-`V}-sM)TTg)3)261_l
z>*2YC0L3Ncr0da6^328#{`uC}M5oQfBOj#jRZvb_^-LjBz}}tmM`UQ{yYpm`t{u%i
zpv*d`2Dosa4QIRg5anFj$gA~kY`&Hb{j;o5q1u4XUMU2+dhCpe*+(M(v%%&c?^<_?
ztHL>f-H`F}Cp~%NE_tm`22(F(bKhYFY$<+9f`hNnrE~k}t;GvLLfVctZFQx?i2<-_
zjVx@DV6)Sy*}RfuBUQUt&i{^`2UF5N6TKf>K!D}Jdm_Kl!JYcJ>#h=b8B`IsI2#lm
z>a+dyWC?5@V}}!B6j4GbiuA1C1=IE&gRL{=ac03Cs*$9Ni&#$WtEv`Qq^hEm=S-|_
z*$w2QHg4&a#0yHhsBBLO-$hk%$fB55t~gK1*csPxONf4+2auT~faf!`vC^s%b}v{=
z(~tPVZxsiyNLmYF0r~8mTnAZ^MG&vO5s!PWW^V@tJbj+yH+si1woEhZZk&nPBC60)
zcb0TModaFRWPqAIBudY_dDEv>@Zq#Ix8YC=X86m4z|F~IXR1CmiLJr)v&J%Bm?V~4
zM1f^-2;?7*q7~JJ#L`=bet-0mga&!Td@sfvSXx4?&3tTpZv^A$)Wzhz;w%u?)r8UL
z84z_N0fq)QV^u-`PP-gS=Y1?ALW>e1ise?L#w6ok;tw;jqS3D@5cOn==#p=L>ChG#
z`e|MWIJ4|QYTQH`DiaPn<JW?=QzH#w`Hp;_dgAU-jKkVXVScd&ggA@g*XQL_w*Pcn
zlt?x?tH^c`rH(L9{V+zh%_MxO26So5lBZpBVAOU72{Dtv)9Pt_&+6rv{`M4CyHX3s
zh|EEn<3h?<k9Wx@Pc-N)C7Zm&=_9GN&|=M8>_3}ql~>IIolC{I0whtF^#LE}=MsAB
zB=_&-8ZgPu0P$U>FeS$Y+o?94d^ZHOmD<^xYbqKRPQaRwD6%OpoD%0>^l!Tedc-8q
zghgk$_HhIytoM`QY2Ub_aY^+3w&O&zz!nUs0!UxF#4k>hfJqiwd{*^taCufvUfqtw
zMQ5F<Vfj@ue}@TH_hg~h4qfcKUrA0Y=;F`amxxk#1F9;g(^Y+wX%Q@gw>9s{><E?x
zwl@dOKnd#fNfWRBD&nUHx<czoF*2{Rij?n2f&MS?uy$KHP3veQ9)Swb_+A3n98<;e
zovJi-<Kni}|739atsk7oBN-HWJr0h^myxrTj7Q!0gWmHkVOiTK#&~cdfp;aLx&Kn@
zGbw2db$3H`rTH-7?mTcT+kkj)A+&mp2ld-uXy4dO{)}-DNug;tK433NV62}VcNT)m
zs;9KqClULnXF@y6AdQvmrE9a5I2)F;n!C{o<(74Gkps*>aCtTrA55ik1Csd6QIiA<
zhND~HOX|a=;gwVk=<B#kTkCRZ_2V(v6Lf?0cdFyon>SkhuckqAvnA_KuYegXyKSfS
zz2!SSme6H0s%UwTAGRuAAg=^d;CjC?tk<+88OtW2adQ+mrY;Ld(?gjT)&o44L+081
zQF7+-V=`E20Htz^=`(FTFf?qWiJ>`g(r6l5-uhyzTq6gX4<*2Tia8#bm_cI9<goOv
z2eg_U0MGvtnV;B#PWvr}`EGf9=wgO$Irp9>+XO+%(0J<2{L^Xkk1$`-MUtc|N<1VN
z!+hf_ZSmtL!R;*8^JJ{!@103R{C*9&<-QlD8O6|r+l?XZ-5R>G{Slp%kPH<GCGdvz
zwA|`v&@quQpzzHRdS_I@hHq{-J&g6HhfVS5u|*JnewZq!8p5U0U9?>GG_CkLAJ%sX
zLZ4zH+?(eOk979JP;($zrNsKTx@YJ{#<j?sewr9`tOCJX5#Z%&4f~(*r2MKjsYqWA
zeImZ(>MzDnKWhM&Vt2q%=K3%XGeZrT^JJc#FKPPlnj92&$8T@WQ}gM<_-wp9gwY)~
z|0XcL@NDMsI^M@W519!O&xfez(yQER@gk7P51=BOve|A#&-QMT7*3Se#9!>+r>e8m
zR$xjbH%3s7lxcpT9Zz4<{*nk-_K5ZRA6G)7=00lTK1kobFbBdsWU^&T$?T7Xu-i<D
zhREvE5?@`^m>`AUg;StgLjgA3%7ae3M)(vr1yA^yV!B%~WS$yB4zV4>#`$llq^=~d
z`X?IR35db0&Cc-t@pZCjZ4K!X&4hBpU2yt>3AXtDBon{bgG2jRD0s<OM7^_Mu|X`2
z{`s6#?&#%KeR@wWv;3>(Py=Lb)uiV(ilFmwG2D_a2eXP)SfX9bZ%RE(gQ~YdJMe^y
zR|e<p&G7qSGw9m@4Mi0UQF=~aT_wEw-zL^UVcufx7et@T0w>{x@N};fc*PFbY@Q`X
zBIyIp=EO{RSuG80u1wCFSHW^+AwKf3CwWu(nTWNXq@qhs*xd0Ig_--0z?Vy2^g6Fb
zo|sp|hQLx7S7A&0=IjGMV?{XgtA*5be&l=`cGK$>b7AYrH{3fhjs%PwAPeh_*mu=7
z5M=z(J!jluw(l9fL1{S{Io8p#&aq^eu`rfTodu%C^)Rb`J<GL^gC6ffXjb?@w(h=5
zo*aKd1rN*z#Z?A4@Ng;3`#F`0t$j~FDMUg2=QPOh$l=|L?cv;ICt7beMEWwlz`Vc)
zdTfX3uD8-qVPk^i^%f$%;tCN;+s}`Fnh8=<=h`}=B<vYVqX{))RBcW$x&G%rzCAn}
z{+NZ)ZJC#d$mL47J8mKxihQD}?-#a())&&Ni_D?%U@6QmV)>aeNtorf2L97y9-_Z}
zBum4Pz2}$0rAe#7)yNo5H^kBTuj1)qlTa>t?ip^UnJjN|)eI+l-67gC6})+KG-#;2
zv`Sw6kcRx6gUuTS@xRZ;WTbQw_Ph&(6T{38)mK7VCRv~w%O^azTVXrUY=u@YbRZ<(
z3}60|0h@wc`enW)STH8VTmcQV-d+PDZNj)Mcn>$*$`D^ixdE-ZK<tH@Vfj4^j7W8Z
z<<qN(sg5}Q^C0l~sW2H(wZ@qS_sKnX8UChW6o_?B!o5?S$dAMwaMo`*JYAdu6<+Do
zqj()m8psFLrNczGtPsdko<0cv#!WJRPcD4)ht(4euq!Ve)+<Yr<TvB6E6oDOOjW^m
z{lYl8JC9g~3ZqH<6MoaDa{4-57%TjBF~8tAm;8g^b$v0Edm#sRzO1L6uB_wju@Sy4
zy+F#3+~AKCf2A=+%>AUJkD+gtKz^YDIiH#fd*okJhdYMo%<qQRcgt-JI#T&_C)PpU
zS1ZoJY(4DsKMfJa`^mh%JjP3{2buQMWLRh)k=Q8!S}ZFk@LrlmtYB=m<&5(aaRQuA
zn4s4FJP`4-VXTr`?z_4L<d2hqxgl04vowhNKD_|qW{QwKtG|)I|FYrIN@4n@u$Jh%
z<%9m2CCtSz3tV)J+51lwT{=Tx)9iTot56FQ-|<A^sS|9tX@Dmj8%PVAc|}72q*wm4
z{jxxjNHk3WOZ_@3@aj6L_R_^|e)C}IbaArskRg3FWKaK`T)`OEWi(k=0WD^jK}uE>
z*ykmK$ANEjw^t1KjHt0b-87mqojI{4KOj${1L$GRJW?=N1cS>Iu|T$v<a`e#F@Zbb
zs?k5<$TD!Y>s<H;zmBnJh&7J?EQ3q01GatXqtZ(>p!^H-8C)3$sSDERj&$bSI8((p
z37jQ~?7Jz_`93-6rpK+Ae~5bjdqoDu6v0Q=R%*I&79IMR3Fml6VlXj=Tvv2KuSuHl
zSWgv3;?~d|8D?nw{Q%$ldys1$+W>jzpOG7@4e9cQ1{hYk7&?+BW6Q_)#Cz&FBJiS;
z&Xr6D$GxfW?S?g4T<9f7O!esS@HOgv*_3RGnhE}DJQ3dL0Mm;1l3}UUWYVs+P-MgQ
zdxJw{kzzi%-%(2vmn4FvzbLNB+lIp{<Y6YuFE@X9PW<-|adYKuU`o|l`pW+{36Xe7
zSDbIA$3-K#TGC6WNY8@|sT%(4lsBAAl_*KOe3OdDs*x1^W1w263(IXi@aEQC(3EJ7
zkLx4ot{ZMJ$uSL_=H%1u(hET=MFo`loUOw(E1_!oL>yK6P2;XV=N=yjf;)N>Vf6BJ
zlJE9~xyrZ0aQ9)dsbLacu2=_+Qtqhx!VW`v3b`_oGU6B20NcJtK$ejdRT)@8PbLMy
zuKzZ`0x?G@=2l|<xiNTpvKa^t9Opzi3ozIE%dcJef^&K|22Y+52gzk~VS%d%rppWC
zidQ)>d)q$Z+)AjoP5?=~ft1fy1!Lu8ST*|*`Sf8tK69<69VHPoY>^SRw>~E#L)Yj_
zMNimX7XssxmO=Qv+jL9IWacV6M>H@Qwuw06^ym9oK5jBpJu`$^TH(AD<IByvSqimH
zbC@D>Ezw@mOSXQshgHft2#r7a7gEtU$FqpvD<MFpd#K`e5teJS7o=l48K3s;3=}HJ
zXM6@d^sw6i)|bapMY#-W-W&v#clQGh7Ew@%24D6@a#dt(%f4<}b!33Mb<U8w`yV1F
zOIKrn_99HNQiht9Q(%V2JnrD3J;bv<5klFY({ok<?xq)j*S$-$TVVy2iq^wX?{K=U
zY$=YM*okj!HlfDGqvYSJ3pB0P9W_IaQg^Wf^wfgoWbjHBe|zyF9B;<D&N1Pf%3*8L
z>5~Ev?}>oQ)m{9iZ-o%;bAa-%5^0Y_4as<4Ltj?8V(q>CB%OG`i|bzKlIqV~lG>2?
z!4<v91bC*BN*|2tV_BUR`upf%8h-H!y{wf2ljiJX_j7=IvH=87T%msA>iB$`26wiv
zjiiS$=H0x0qW3@-gL4XP4!n+s^IKD3zNk9vW866T6+DUD$+$7!+sN&CV(1XnO6P5G
zz^17;+vtxUZB7HMgMINE9nb#$4{3$qA)*L5iYk!WV20D5&4l;<pQ(9eR$KGU>A+7>
zp>v((IH$TKcsth*LSyqu_SOwheXJEM7dT*g(L(yyV=i#n8jy85iYmi)T(fI7ZhiQk
zoPN^;9iF;$sAU)U?76~?H9bjVj_E=U7%-2I68O(JOICV4B-eM9f>&}RY#dF5nWl5#
zH?K*h#3iuguu$7R*3awKpF>t(A0jDRtl@-+F)DQVv)zwAJg4=L(#oN@`Wv!4XBk}C
zSOp^z0d&K)i{zY&5uWAz=;L5%>@ai(RbN|FVhqY_=UG>K{1W^V>1bPjLJqIDP9YtQ
zN1(p9ot+E4bZVa|&RH@-q*9#8$W?hfyi<!g(;fH(LmL<kN#%7vy5Y~howPDf5f(PZ
zLRhN`QE$+IO!Y>XU@Jggt(*^4;#K6oM{CH=yqTC-+fKBW#xjn6Avm*n*c?Y+o<;f5
zZN_GJb}|=w3cMj$F$C(y7J|%<m)vZxTK>D13h^HZfHbG;^vR=}^hfk5>T+)db-mJ0
zw{2uTQu8wUFiD>T#cIIPwkC2_bC62^sU}YvrlU!IHS}raLY$2ebNl@N^Ou3LVHMb|
zw~#(loR9u%Q$f|H7}O5ufaR@l<{LRl_bRA@ADbyFWb5F(Ke4drlPv%3=q@<#UI>CY
z!+g`@CQhSsKRunmen#YZ^5bt9+^ZVH(M38~H_}Q*{%M2Qh9V-sa=k9@Pw5oaG1xP-
zm|Q#%3)13Ws9aVd)p%F|KVF8=tfd#}iOq{4RgJM`(#8;h<1DAJI-5q$PK0&lZ%BaT
zTC$`<iv$&#W5v$#P{U2fqu#3Mth$GcT^j><+yQIOoS=?BMbM)A2me`3g5Dd*W*&nf
zPIfY5T}m%Qx8KU(Vf%*!462f5KMt!+<?uw-KJYnhi-%XagW>=?j9I2irs_BSy9)5!
ze8&0D8&9%N_3_94#zB73c#PU*j6)}`wkZcpVqQuC*dbj-6P2f<v-D9Kw>lk~^#Z_U
z_aoku?d?U5u-=7*Dv3VxlumS9OLtapq-G{Ya8>9CpU39SvRF$aKjgMKW)6_E!W94y
z|D!RN3gFv()<J!EjJmVj$np76Fr)Gfjg(iyl`LzxJ+g<4Zec#mMWxhXb_V>%&U+WH
z@kFIh6Y58qo8r`KV#dB-o-%)^?ZQl3C62k!$7$oH7dNPP3V?3EFQn`)ft1Rtbiv)J
z^tMg{8vA%a`&MhvEjZ0*OnyMEEmpvOI}h5?F~wG_u*6or>>4>$ami-%@qCziY!$pT
zPlEPx4*P5V&{4Jrk?by|OM<qO<~r70{r8BT%2uJnhDD^#wgv`S=Bjv328}G}pjMip
zL^|L$-JP5V`vzM{c#R^2nU+Ga)<mw*HG}&aC<@zr$57k332=wGo8A}%z_UFHSm!zo
zW89a(5l)%;>lfj?v?h}BWrSRuHWp89yh6U8*MNgf!_;WyJa}+X1}Bwj<A*6*!Bn=J
z4)=M0sS?3^YvVz~egztROX8=_wcxm|oA6+)GA~}c5_&Ga<-f1>qmm1ZG5Mwm{v0YN
z4waj1N1~-k*>4AUHqDGYeUwU1ySlLZuLk`$i}{uR?jq6Yd4wNcL`-GOpeJxWjPxnm
zL~?$3`@TE8RTv~Y=oEU)djsdW)E*39lycoMA#iG$EWBpC+RYzQ;ZN}_h%Hmaoz2Uz
z#3_sT`h9Md+mPF~_H8>++?Gszq})JxtUTO5mIs!F^KiP10rjc%g#T_U@k`K>>Nu_E
zj@zi?J?T7}^f(ReM^Cpc)ZR}s&+jMKx&k1V@s9LftKtTuFi=PxAnnJNP}W@KB^KzA
z4VRXHn2kC#mMX#K-Vx&L=Y$ps6Zr@B=SZiH3f?_^flp64OXEcH;J9!i*k2DL_qI7u
zpGOC&>f|!2{o4h$)(z8j(qi~m-wG{dvZ15g6sPzn+sv9Sh>dAmkS@DR%GfUY>rX*+
z-cUrtY<RGZk*Bp2ZRwiUS{naR0pH!2jsf%_ow@B1x4AZk%KOXXr`OVWV*~RysaV0I
z)s9qj)i+Klqloi*>54B59YDfln9B`XN-CGWAUB7^Av{tJ*5}W_#Y+kLQ%jJ3_=%tU
zE0*~h>)}GsP1}%{mzZyR4ivO2;5oe+5H~slyoV#&Dg-VQ6>l9Z7?VzBY&V6IU)}L(
zaSD{Yio{0?SHlov_D(n72j&mfleX7+wEz4b>gu!s_~m19W{nqIcsUNrYa6)R$JJm;
zo-@YCWK+$bt{{KBn=bPD-gY=Y6JtVz;i_vogzQrws?WRH&S^_Pw=kQd`%6Gty(Drj
zTlsZ{PQ2AE5xy=y1E&;DfvoHRyyIU-BHB58@YMvX@-jeJ=q1UVyphiKl)-8@Gni_Z
z2vhgQ!Ob=8bX&naZeqC_3|~y9Q77Zz!9N2G7rITWFCL<sFBHJ-gHNf)XCpkO`jz<Z
z*1?HQiLiN#1esE$364u*TEjK0!R5O*c)pqh&0i<LVgE0Tbt;NM8@i}BNwb}}wWifu
z_z3O1&t|Y!lIZ1+@#Nbb8F(PJkNSle63ewL@3A@!4qENyLw_j3&COHszg0mvUvmMR
zXg`Iuy4ke*-({MR!Be|+(Ga&ehm7_0C(C1I!t;+haK)sYo7WM`tqM25Id<_7r=Ld>
zwp-z5%6ii3GO#Or5*b)yN|s;RP0?KpW~)oX+2rLkQau6l@&kCt@}%17@t{2UK6R;R
zhLJrSez?*@B|q!56-KUs@sdMi?Lueh%?O9<hs40im35YTUAd!5Mr6ACBl_{|0Iz8x
zjBCtC2tUGlkERdl3&U45XYOgTBuR>>{d`9qm<O|I%}n~>z6x#es-|K#8qhm72d=Nw
zBL~&R@Ojh(D)+b+LMDfh%GRmy%{P-Oe=~+I%V}^WVgana7zVxJIZ&DOmor&o1*=bp
zp>JCioxd-Dc)zG4FHgAek9RP4NTdX9ml1;O=o$Fzplloe#FiTFSc>l6FX)jOdAK0b
z3H_QE;f9Psa%yh`-soX@wjamo`1k^9Va$_B)Aj+^Sk2wd*GAW0pZGuTEkJ9^CoU;%
z49t1MJcW`<SY~Pjp(VSBsYpK^doPLzHe^D@`4C(`DT@}X3!sKD@_g8HE_RtXxb++Y
zlfZ7Oe^whpv+{ZAfJ!){whUFe=91{GwZuo}5ob9ffP;3a*rUOb`8ES&kEkD5qy)hi
zzn3;k);Lk6&%v-uT@YJ8tDy1I4l*}-kbd-yz}c6i$<g~^*gLuj)GjT9-p_Hw)2*H{
z<7&a=`*k{QZyj+du>h%6m1IS94lLr<;NC=QI!-158bj1DakDnGl@l2L5C;M)lj)V2
zgT(zxGuh*54BPJ;<NfvdRKbWb<$o4Kv8oWQyR1Q{$~F+X?jeopIAp8e$k@6<1N>Bv
z2EM#ZhZ>(P1d;hIB)0f1H9x-sVuLkltY-vgdh8fye%Fk2bQaJz_r{{0u@Jc|dYMKJ
z{HBj>QsMjf!(4=rAC&pcwbhn-Nh@4G&~n>xI2Ue^LLKIStB7m+zG^WDuya5xbC^yN
zX8gYFDxwj8o%l)aBIiseFfU^;6uF;(L30I^%{>ZzM&q#Y^9V`2D24G=97M&IgO{`y
zOzBO5wa%twkAyHx(prQGDYEc}b$8yqiRXjOm2pgs6?ZjW0){U&@oD|1h+>X3>i@IF
z)yEQG@x%LEyTeK_IL!K+TeVP-<!sv{o)YQ2_vFI@1ymMi^Pwbj)Cr8B3UM-MHrAE(
z)11i6#a3YGbBlgdaHh(l<@{i`8?6>?Cb{ze=-&!kTy=pbE*;vmZRsuBin|>|e?PmQ
zRnJ9hXEQ$emMk8Xl%R4~$K#?E8IZ1NjeQEKv?4zlBwh<b+wRl!b=eg7)$BsLrwEdw
zGp|Te?<%O>mrk>0N@D8W2uPde4mm|*c-OfNbbW{(5lB8lbMw>TVbwB}m?#7<ws_Oq
zTPIVmfCw({oh7_GasYaDHj!=Z2f1JQ#=y@_1S598(UOt@&-yB2XqE+uFSW2$_!3zi
z_Km9XO)$5~0`|6ipqtoC^@eyCjRzxW+ph+_cjd76NCEUNo(d*yxpY8MgHC(44PBcV
z*RjkToY$w(58F$L+J{8g|1}yG&yd8FUR%6*Neyn?%HWzt$H9EXS{t*$V|1#G4J0V+
z!UvUUaN{x1=aU(4R_inI_tb*1CshzxZ#_SFCfryyO5zWMGoExd?7Dk{ng(ZL&zlus
z`ROnh>(>DB4SV^J^f-8xwx7PwO@^DtW~0?~J21T!40}ovAluZNNG^UuN*8hv)LaB|
zYNM^Kj71QeS;IV9UwQIS5boNy(&}$^*pWJs)EM8Um0$B=#w3;nd2dhFiZWK-Gv)|&
zD23|At<;mfH8yr+K*28sT&I}=Bj<+c{acdoeeo7Z%q%Cn<d)D2yM)P<VJ8T`TFV(F
zl(9SOQfd{j5D$AkBg%gjXxuYf6mG15l@W==qH8vso2!M@otcbdkqEOyGGVEpDID8q
zikm7F@kr}Nx+EbEoF8-(v`>MYPGx*PHWOMV$inIREhJ^lC0c)F5}uk<L&RS#fze6T
z{6J?G)ZBF^Ro_Oa(B<{uU|kKfulSNyi={An^9}i<Iv?Z*@}RIzkQhZ1;_jRR&3;y}
z?)pEn+-)0`Kc)`J>51Se@smp2E`s%kDq+d3UQ%$jlD0o;<!^~wlCuNHAw}Q-tPM3G
zx39S1iAvTJdk_JpsvhtrbRyJSb+*Z^od#zF8)=;RA#y#<02ZFjp<6glQv2EkR`)xB
z*1A4^s8Wb*oGuO}RGz3{G;B9W=BIC)f_{e$Ak>V_fEJ!65eL@6vESlk$CB@KZ`nH9
zy;KX;8M}1cAyML<G0eAi9e|}n<6--(3=o+Z%b8wkBIdU_ToD@%lP6Sjy(`zjwLt-}
zYgGlQr-P*A-D23)kp*sg!bBx+0<O^)!P$oLR8-v+N}cMdb~Ni!wHCv`$q$^wZ2?gJ
zXNeI)<-{dw7Cx!!wEcEuJpB7!1*H{@Wco83^!>gJMx4b_TH-0m)ym{%S(-8?b|zeU
zu!<B&TxP6e57_Wbj&u2C4<oxJ`IB=RIOk+RtXnBUPmIdJ#d+#@=*(-HboCN3|Mi0y
z52w(CTe5J3x54EToKfH5899{yhA$B*f)qCw^7p4Ts)|JrvB*gHdF>guT%ZUtIXg@l
zD*#7c&WD0c{``b%<4KoEAZ*(_hBTijXKy`4{C4sMckS+U+U4s83c*LXg&&WShlU>T
z%E*lToaYacH?{ae$K9}2#0VUvHb9?`7AdJQr2F4X^55MiLq`Vd&Yqcp2Yx>wzN1bk
z>uQF+>gp(EX@H6YOECZLAv(V00)N{y31)9mfx4d^bh*qNc-oXm?zond4N^t)!|cnP
zuy-9P{G14Xl^Xb~PlMoXOdZvo<OJPC(@|0~k8o9cpu%!Fh(Zwkq<0c}bjLsei-*3S
zs0%6jKJX7z;KHU=^wDdUL+RH+oKZ?X?wLxg=K{X2tb-dG2W_{pV|&V}E*hFB0&n&k
z!gRLha+6s_8U|{}$b_Z1`7!fL428p^12xcd&ls)af0Hko-#InmFt}A%%R4R#<tLua
z1Mx$B#IRl)KHbQHyOlotwgL&RzE7N<_*zQ5PL)GI!v+Zd5CgTPW%THJ3AD_*Mvq2V
zLfJth5Ne!_vDXqv`7Fk3=-mzcA0yKBa5tQ}{~y`(<u2!CV+_iQ#voopsTa!`wKeX6
zb%!;G?UO2q+PMdAnw;c*HK<{6@F7t6DM9JQGhBdLB8Uwg;ajvzK*mxJQyk~uRqqpY
zldUMkA9BD)R)^V+dNN}zZw8~yu@L{cn02*Uxv7h)nTNHA-*rHQG0OyTV~{^>`yOqZ
zIps1fKH5$ev>oIoyk5oqc96q|51(+6k8iX-W|<$opC)MitR7@pcei2o1km4E4$C_~
z5YBERjL)6VcWsCxFPhW9t+|(X^xnmoM+7_b*VB>VU=s5|5PXcsqQE<Qe0A0o7R@}z
z=Aw(axQ{mELYFNj?kXbVLQ-JnIL0&T>ZB{JO6h2yCpT6&8pb}@NW1(lu%xFh{`HDt
zF6N_Lp4<Djm}F7<U;ZcJU!Td<zL|_2j1MFGfc0MYaYWQ1i1lbnpeoOYejBxf&Nq%c
z{N76s$v9%D-4?j`lhWJ`l4NV89=?B8$;Xdb1ObvP6QKBo6t3;37roew&0YteFU+S`
zbi={Z?tB|pK0y24&!$_4Dna*D6{&FIP|iybb|+bY$-f_T<y2#^_i~13cXH2UKfg<M
zBtGQ5CybE366BJSYT-($9m(l7!<yJOuJlqOmD}IQy9EZp{a2z8u2K&x7at}si(~2I
z01Hm?UMY2!XaLvt?cB0hD{wFqr>1u5VD3E*3!e<|*H;se6wrp4zHE3Zn#^0YI?-7N
zyGQ_v!g5X4bMF?0_EQU>|7TxY%iVqarH50{(_w%Xoljt%oED;#5eSQeShx4&A$aFL
zOe`!D$d9%}5H9k^bq%k{VAm|XUAUUaXI&$U?B0^|t7FLWak4P~+H$bz%YYd|0=Uxc
zCs71<P<~Vj`$r<%KIWyczR(d^d(F{WZdxFW%1%UIwRl>%{R|bmxE*sMWHI^i3K+VZ
zLG}d9fg~#lyuYlHPT15$izBVcSDQS3zTYo;wDJ|vx*3DtKPA9--y`(GU7inepG}H%
zrt^_MW4Jl%kV~%rWc$W^U)#m$P5h$6*0@IbH+A{Q`Ydaf;q9s)^bzaj#&7sWrk+iO
zx7XHy5WfhMrQg!be;QbF)Q4q_W?-n#aoWCU1wU(60BpQ4hq0!_Sf^<Nib<pp<=6z$
zAUzRkGqho*moln~hr{yoePm{kA*_?zjzi@pxV_&NOjuv#%;HnT&*~&EG87E4wr_0T
z+S{N&&@7A!v4Y=!d-<EkR<)IUc}@l5GWlaNXUILZMw)eDC;VJH2N(Ed!dtBw^qGPh
zRdR@?e<lc0A+?DRzcG$J+wz92-x|dib}fccNlki2GMu#7tOGVVh7bDZsdK*$)pd`g
z-Y4X!^$bPub1fte1`bf37t1*2X5jgHIc9v2#U*}Pv|)V)f67V{>J>dmi-iQKeZQ8b
zD{kc{{As44TTk;hLfQGWY$;Zc<igZ<Pf6DB4yd0Qf^!cI&;`fCaJ1|ojf>MDs*(;E
zGsyspn2&vmbv$@|kc8Ro!XVdU2BF!W*iyo{pw}xv_UQ(g8padp(@wP4L<V!I1sdOO
zw7EZf1uR=wMlaO0QR`0y(8b&-BkcEU`m9e>q5+9R!5|q57zZu41<A4Ty0-D(dgxF<
z9MoT&3XdJDs8*aLWS&`$%Ae98Ub7a6%yH_4W}sxe5WmEhx9!*Y%y!VrAt6wK*Gblg
z?p{6qZ^$M3%tZq}+B5&dR|OFGo<V1vI8MW?9l<5n6&L<0g=EVLxG!C1`{uGWWIgqz
z=1-1un^eEi#^8<kysny52ZZ1?XBnzHkWHMJ-|)Nfa+uoe&zSBj;8)BRn&DOeDT0ep
zX^kx|@eYMAPMy5iNExiTQ43m=^1ztCPn%qB(JxV!P;o~LDhF54YjrMg^-~Z$KofG|
zLlxaTSVK)J7~_7dCXJVUN}qPQ(~J`axO-MJ)oNP+n<EGmv3vgk?*r6maU3uA@G3ds
zA5TPc7Jz)v7&J2tfP*#j@W=3PDtCqL5R}H^0^tc5d~y%T-=jfOKfa|4Ws~sH=_g#>
z`PFE3eFltt?WYTj`ly`f5GST`jf5XPLLWR)2e&RG+Ojf-N{zLHSIv{jXygY{b*Bc&
zdl|4dO2l|0C7dW7N;ao0!aQYj&c42cm>l{|Chkuqx_XQ7rqyD4XkuNPmRvlRzY>9j
z{d>46Z&!l&f;cpd7UXVk#x^^_?PQr?JjRapbM+4-;l5=w>K9(2t}|zohX?ve{~b?S
zEcczh83+NPf5phL9H?XR0AF(9J6FA<nKZ6EPNLQ-gZfG4Vht987!MD;@%|>&J}m$_
zDjUcq+oQZ+c^>T!UxVgzlQ7HO9`+d#bc>Utb$g2VjHjP?*<Z<YO92u(V<F^@-2lFC
zS+{zyl6$D>ir-$(VcBj!?#3)tdhmAz@m!OFPFBe{BA<Z^-L@b<Lz9GPwi4~iXnd(@
z4Qrg!ZCrmFBaw-x;jdE2SIygGlgd3>5R5jLTZKrP=VZ#=nuuGQ%&Fo$L0n(7iFBxb
zrgN@W6Eigfm?S6*dlzqSHTrJ`xl`>&N0K$jrXERj(Vj%Y&o>bxM;Ul}?Kl}XTNM;m
zm!PV`RWi2jA~Advgw_{zfxo|tv0Wrd_`kozmCbeL-qfW{b6(L+!Jmo1lO|qaML0hB
zY>l<+4$#a0T(H8$>3<xZhd-C!`^W8&O@zo!MvAQWeXc~&w28E%6e*H+_Fj=qiLxRp
zE!@{>@1dlmfuj1f(bDdBzQ6y#<L&*v?{lu}^?E+xPIwsfH^gH7F<<(Xxpss!+tI3J
z3TgcG1{<Z-K+ejt&AU93Hc6(lRiYccrq@p%2Bgtz!an3n=4#k}Y#a>qsesNp=GoXS
zgBL2ys9Nev^kLkZlO@l&WwGM8++T%`dSw9~b*lwCfz1%}#=ya_XsrKL)oNO%1bclZ
z5YhZB+%zQ3TV5GMC0GvN-uWJUFlQTRDGJe7mrr1n(RpHZEt&KfRpAB0)il!oC;4=1
zgot`irX4d@!iB8cxOev!_`J~^l5<YuF|%F7>CbrlwZVb%cU9@wS9#=ER0u6v)kzu~
zpOahX?vQ<E)%@7yduUnOSor)Q0Nx!crK5!j_FtSwPY&$kZu{<`yFAYly~!(S>vILD
zWZnB8i_hVmvC34f%nH2z&880}e&Z>4#DDN+u5aD#^wgU$dazy@?5|&CJpZZG{D>s1
z5ljXng(zHZIG<j}xpa4UB-Gi9LbF63%*$UxwDk<(?c8DFViyCu=2t<h1Y-eL9fjg?
z%zb^h6waR6-S)4ygh*y+lWEGrpzUfy+rLzT^yygmdG8>csuiZs7qK&S{Ai+}?nSg>
zh3E|2BCuz9w5^fLKuh^2>9tbC>64cMaVUk)@Bi}3W4tj1m@Bz3igYS9qfh!RoU$ky
zm*=R_F$=um`|O9LeBL3lN;3=8Sw}Bxxhw3^aL4UmH^7nNuUvai0qmT7o-^e(!bf*!
zXn)SS2w6)>*OPSUe|&-ye=q@76&Ay}`d7GghbV0M8P9&B3Xr(29A>?+#oS)TZ}hl{
zyVn$f<AxxpoqL|x7HlMKqeIY1u>y=w1%S`NJ&+iihoQUjL3Y+Eu$sy;JH5rA_x2v%
zcixKc6St$+zz*2IA{54qtPrf7eVw$-+y!%e7m!OTdx+$>`JAfF86wI0utyXY!|eMl
z<VMYG*s{V8TK$y3_w#WgBdkGBx|Ts^@xwOL`Z9Pp>jthm5Cv=hErPXdj(x?w3X-P3
zZ#C5~<*Ik*L+k8&*rO0b0=4Rqh?>wpFZ98sP6e#jPoe7UcVwyBLTa+U;<`CM(Pv*H
zYTpzh7Sr}Z*!m;5FjAUcS|LGiKVgpY9uLr7?L)sOJCf29C1k`vm5Qq;fSyA=*?hJT
zZq|uXRryN3*Czu!KKOu!K_#3O%mJfWW#rg%HJAmC^qoK*oJ{{<{`w|7X*mkExr>7K
zpD84cWoMJ^SkG9+j}Lcd-PI&(;L3HuVd)^5_?^I`piku8rK@-&vK`OOc+7)rBOc$D
zi(h9)^O-L_$kI~gKy<K1>vmmyaP%BG*?LRxZkaDNSvCdiS%#y8ZIUOdh{Dy4vJgH{
zPP{(nb63rapfTejj+c<ejbZP}ygVbiXxI(xn-n15cr=+;Jc=gGks_Y!cYtH|HM9;d
zB3HWC!dlUM?rx7O4*9Zdh(M8BgLSaX>n5qKwxd^Fl<Dq_I(RVovmiKnCBITx9t>Ho
zZ$aEv?v$!JF4+_Sey@Vy_MKLY*}%G(KgN)Ax;1$9b~5Y_xre(-LUB{k9nxY~167iY
z0TWe0wvKs3)+ne$Y~yTvqjmyj2PR{jzdW4SFHM_vWfKLlrSRmq7446IkCv;<xRrxV
zFl5_E{2lirksd{5MTBwYH64gZkpy$CGr01_O<p4Z6+Wx}MKmVP0C|IXAaz-p22Xp7
zADgO(7H<QIsyXZ)o(y)Y;=pxCoyzozk??>b*lJ`32isIIQ|~|2YnO!C|2`9i&YNV<
z(T3LM9hcB|qcZjT*hR`>>dEny-e4_e%O4ezrq>=gkTCC9@K!1!uJ$(2`Ew2UEYt$E
z95pa}alXx5WG1xF+6@a&Si_A~GI;sFJcywC!T5^`<s^!+sml&RC8VjypQ*ISKLeb5
zf0GcFp=z120UTjIWO&))+MT*I>_R0pyWS-dPs=#7ya+PyTqA@S&%;rn0=Thv4|202
zVB&&OII?pNeWv~jIo4t0e(Xl^u}gv9TEo~W@g#Ah2YlS@0p%yHF=-2P4HYEd=Lj?U
zgz<F7{;&m!+h57V&<u!f%7VF7QCR9QkBDV8lK$rrMA4=e=U7dKGB=j_%d#O0`B->@
z%ncJT4;HPQMh~T167ipx@k+S{?2EgKZN>%UhxTXO*(^tFS|5-WNfjK!_Js1ET8WYF
zIuLCcLzN#kg3rtE{L)Qjd~%K-%zQAO-g+8ETxxys&*MD!+w+~Akh3B)_G{2>8Rj%V
zWIAzb8OABz>!7cD7MHP0h<;dn6Z0;GK=pYW81|2Zt&9o#$a?}5>3<^Ub_`*BkOw?u
zcK|DM4W>_X;>#a1u8TfEZITqNlA8+mH9Y8@@!Mc#M*}>Ptp>xGQi!>z1X(>(sMJeq
z`g`g;FlM}8Pv*z|?U0HxCk6PUn7t#CcEIC?EG|2J5{Xxu0UJ|wabSTRl+UmxO4o)_
z@y07Id6xk!v@@Y%{VCvbG#6&2CV?Qu0R*f+nSEUyF7z4Ge(5-(9X|%NwkVJqqaZRR
z=RBT^&4=YqDlj(0lD=8t3egYKN&JLfBAJ-edU8h1|9gSV--y7K`JYIa)C7CoD~>F)
zVPXH|*jqAbT^`g{FJ|2L!*I-o04;ULb=!*}?Ak3{k)%Lxl;sPe7*}-t_=Vj5i$`Gn
zmJrZe#Jtlwj&SkWCcuNDz)jAix|{0h%MFWY;vnNucG}a@8Cp2EeIvbbK8C!>TLHo&
znbcx`54JC|q>}CuFtPg^r?_@KJ5Q$2@RrHsrSTT(6y-=~*vr$`6++yJ4bkwx>oyrO
zna*b0Hw4l#qoKaW0?xP+S|GHN+Qik<AR|>evQ&e<QgVc2&(D$G6<$O{>pkf{sRDi<
z_t3|$?{bc&*NN}z0ixD?orJKy)59PQJiJ+x-W~Db^K25S?DT{9IP^5RS^1kkWhS7y
zrxbDBdneFIbO7zhQBYpeDbRODu3$(DpGjL$lMBw^b!;#B=dDhc?%ct*ES4vV&o{t9
zeF4mx<;MGmZpWdrogk%?O}^JTlJ}*PscqjbI(w!U{FpNt4D?m#dAG65Umig_n!hvG
zy9o?FETrYyo}juQkSItmp~c%~(F+d47`L*LoLcKn!?Y7g#*W3bUHUUgUp@^)$F8E!
z%l2~v%hic!?RDO}CI@ZpXG5lXJj$x+QRB;(@L9oiZq-KvQeNA|{&*K~u~oq4zF=}m
zZ!;VyvjEvo?o@^`TUTs1;zY(xp!0-B6BDB&+~oQGR9ry?vQuPX%avj5`z=kA8>8vG
zA9LVPo*TN`nbHt-MH;KIpFXSkfSZ4O<R|N|B7gg>z;(Ya{oWPHHCJsQ+~6T<&VHXk
zn}w){jS+r~aHTTIlYo}k5R;=h+>y`#e$!ZCsx@N)>dWlreV@+e72dRw0?~CK9-mKx
z>Nhh+lLe>-SkP%(3(5L|6a4hs$#`C`6sPKRVpekiUAbTyIQFf_BW{^g!7-L5eP-Q3
zDYj={8pHotdKxeKwedYeqv2m&8l7QXL^K!PATo=MsLk?7qAqy{`vv2{c!L}M{9s6C
zOHCw`S~Q8^&Sm2ILW@SFd?O1pJYdTVWAJ_zPQPF7!#^oE1oxNg((z(NWb^bKPDO5n
zoL(9a8Qt0R^Fkk}ZV9Dtmc2wlb21vnlnI_fH(nP}p<kx|#v$fO+pH5!ltzcp1!p|r
zwM#hdx-nCbY_*h@wg_nCiZr64xsB%jrv(^S!sRvnCPzY}XsxRb{P$E5Z1gno6Pppm
zJ>y{K?(y^k>pa}9-%OsQsKB-$0cy%k#h$({d^qU?k-pVUo&}#~4y!b>v2GHC-#Q7S
z3}=x}QU}N8g)u%%6SV#ahteoV_?&%~H2u_r6}%hzE{uQ)pPKP;izFQW@gIKt_7rQ*
ztcCV{qu{5@0?e{#CkJZh!8?PA^l+Cqz|0%1=LC)9yar>5>Ha1^)wYv`3R&>B<_azl
z_2-^tYO~#c4EN~hG`id0krz8P77m5%!`wZLhg9c9D)bDP+en2P2wbVv97kw;W6qy-
zkfXV0J;;wk%W%YO4+c*<Mef?yz~Rr`+%bzXxcuJ=5dR!OY#!Q>hZdfovUd>)%-z@K
z@ldE$>(FCPeCc8CRGlaBe5{At$y(_4K87BKshGNN7pWT(g7xPZ`#V<(QadxqyLmSB
znEx_PZ^KE_oO=Lf#i-L?tiLfJRYKx42Dq_ZZQS^A+hEC-QMlZ<0AyV<ApUF`d3r;E
zYF5vqBR}=&nCUl&E}cxp-iyK6gv~rJHwh<3FCg|x#^C$Lf~Y;*gA3XtV1H^JT=$rQ
zzDZl*<xm3@w5$RtvGb(iKR5U`eKd9PF2zY}S#IahA-HG#5(mdu66??%q<y0(H9M-u
zSvg)Hv1&PF>+RF{h~DCN6|959U*~{@AQso&tYA!aF}gcf6eb8;(SHwAS%zymoZeB6
zK4!7R>HAG?XZaYaFDXJzgGJ!}#&xXI?*La4PhiQ*B*-59jLWy5OSXG)AhmR(eNj}M
zy+q7X$ocjd|Hkd&g0{8rea}i+J~9}CuNkz>ZrKUNQ>yXf>HWa_L@@qVH3(gw45{bs
zNVtR#Tz)@|x4Je7OqA8BNqa3x`YvED<w)q*wH2mX8qzAGd3;EWDZOsK4MODV$amqF
zM5JdI{1d*_y5=(T2uF(0Kqv+|@zFR>NQ9W_`;*+uiRgd27%I21{Bia?y5VO9^gPG|
zrPI0mpj95O+`JHEk2T<m3nQ&}A6~-rTeINN)k2WE*@Si?H@NfBvA|giL9k~W=sQ({
z@or60#CoCar|jvqAI+p(>IV52WJ+Vw(n*}C9)$djfUoQht-kInzyHd6KI82zHe(GT
z&nrE_eR>Bz*x(A&8w+9hZzHa++eS9ukcC4lr1<cC@u;eBo^;OVNSI_Di9VVRs<Q^U
zo|nZSEcK79IQfUKt54x){?jJ2%U#LMMPfi+^r4NZ8QJw>fHY-Ip$A?XQTv^*2wqwZ
zeJ2#CGvl%DV{_Xj+RC8(n4LY(>ViDi03r?M^j+~LRMFiBTS-17ek}mMCnLDg$p*ru
zUFc7hA~5>F&OXe|>QXfW9?KTPn^zy(dbN_#{e>mGwwge#KN84G8%;B}ZGfIj4rG_A
zDrID8aCv)$Qyn@?HcmGp_qIO6Uz&OR)A>_ig--=M>Qtf2Y;xdE?q}R#{~xi-{zP<x
z^Ppcj20U4AK5w9x+`7kDLRE$ke!U3(%;>}j#Y-4mW6OU%dkUW=sL>;tGvLC>X|Sf*
z8Tf1E@ZtStqC3r=3Vxq}S&22|p2An|y!$p{@H7u3f}4rY^h&V)UI{ni$HV?3S=i$=
zpS+f4`F`Q=WJ$aM3|7DA>Z7$#-6{#rTt5Iizl;G1wUuQ1re8SAKCi9Q<saD|twt4W
z%RuYxH>{l9%Of<xHv1fC`CS83*t6!i_$a#XM?JZopAS|iwm`_%EO;yxi=uoSh`ikm
z1;Rq~*RCTN`s6)desFh7V`UdvE9t|yLrU~jcmkwmWI>6UC8(^)0Ry?4czLT8m@S<`
zr@EAb?Xzl_`|4m@Y-A}pXSt6AMaw|%uW~$6D+I9%V_|A#H@Ul}2Bw~3XMLAO;#psS
z)+w=|5b6t`$EtwRYiT;yUYAaDDuRQy@okI0+HhIj@^s)aMWr$m##}e0Q$lvL&iEj1
zSCfT~&7p8c^Z-#C`N2txeI?TDy_cD93tb(<*m-w^|D`&_N!BcZ(Mt=#YaPXJU4;<*
zP=(*-{Fm(DSm!O!2t<9pqRi`~aQa9ym{|#9d+j<XY)pf&@XN%gRu)Ek-5@(d^T@(#
zRg}t-rTSyzz?QLKKfIaAa^wXlE0P7rbr#~S_0Nd-j4@EDM)6sF2y}Ii;nQkmASYrm
z*{@UrCs)LQa@QpK{oQdQ-+dJNRt=G=uQgodS#$XICYC$3kMYUXiorYg0ZK9F*NU`a
zIG=wXMVD=X+<W5y21irLGsaN!ZZ|2`WY2(<0^ay*9kJMJLX%CrNW{QGI5clN>h{{&
z-!fH$rco?^Bjg8*#xefJ=m%VA9OHc-Pve%&)Isg&Nb-E)Y^)nx0cQ-f>B8l&$;`QX
zP}0B&wrkhntLySGIXtt?Z(Be4p{NB#xr{SVmIe*=70Bl&z|GM*(6(SYy`7ti>F?RR
zRiheWHH%=w<#f>G7r_0wV_}=&0*J4;i~+q{;X(T(nqR#K))qv<>tK2N(|eWZ@1@nm
z_lgi~oi__>d!6`i(yoxX!GwN1Jb_LOh=+X!31qQm3KWQ#L&|PV_;Y#*{4E*6LCsCj
zerAXSe}0WmqdbTv+es{yd%-71CX*wDilpk&apKyoLwD#j!Hb{nxIb(>ZOL)w{FdZ!
zru8ogS6Yrwept}BuN9~g@)(DHZG%$A-}jml0NlwuP<<y$-vu;be_|@MYYBLj@(Eni
z++y-C`Uvw4-{q6u9D*IIpA)pVg7vpp=lXOU#;^N_I;xMz@`WdXGwbFjbST5C7xpk~
z3Ck(iZHL8wmHAIs&FGiYLez>A(05slAU{Ey{;f)ZD9a`;cWE?C`tz0diTq0>giUC>
zq$;`<@5C#s_JRF-eQMnG1|4e_Ld4!OIAfdzwj$af+W82}box;vY(My1Du=(Giul(<
z29C}z=C-JGk#i???3FuaLfJ1(eBe46R(lPgncs8%b;dW&mh~Ejqg3Gbm)G2))sN8g
zSU5js-F*03R!mew*AtJ*+xUB=9%s!w3PRN-#O-xAhWalfYZs+Jbz31!-C6*1bQ2(&
zxvNfSd?bI0w_{%R`8KZ|W2sbN5iZ)eh%8UifEV_Ei2|Eh4fHZ6XO}tsN7i9&a3RKg
zV$b0LVaCK1BX{!lki0(%^mOi7{!?@&Q4d!J8&~FM9j=7`d?NAjos)3v`y=}S`8e{f
zcaC7avlV?DvL80~i_>I#)*DMtB~vQAVaHD)3?5kq2fseTb|(jr(qs-g`F*%jvIzbj
zQ~<3H1SC~m;r^XPU}IhlKBWM*tY4qaxZvNUSO&z=fS&vO5g%Eug|>8U7`z|@menC(
z>?egGDk}8Px663pZ6rPK@C(1VY$gnX09$MViRJqxF!Es;zAl+b<BWRAdErpH>n7vJ
z``6Qh)A|H^E{b7<x*uaIU9=x(f1Ws{kC0i%D(T(>s#HqXoZ43`qbCb^k~vBo)@;tE
zmZ1U~C~6C9o^Ltbs2fIx^GdL{crnN<$$?7Ed?LY^I9l!v)T8q>K2PjK)uavN+b=^r
zIKGT54}OW4rgU;CS*$1YhxzV*##8@y8%TkS1gY0Zr$_gPLrrfbHiY~n8`m1sG`ZPe
zu#Mg08=HvbFIBL!^`_#%c3?fDg<AbE1Z~&?+oiuExa^=e{g+S$;T&}Pz{X6>U)S1U
zO-E)-py_$GkS1h;yGHH8AN}rR`iraF>_rDipS&L3rd~+K_#LI<Z;N^P^8gy<6?oTS
zCT#gGNu0M#BzG=f<uXlzsLS?6ZNuXp3nHqoVUhSt-Xc+vP7kU<rAS5mQ^ejYDK<p(
zem2cHp#vvL7~CpdM4Xaj>8m<pa-%r_ohQ1$C2u_<B%DOX4bOx9MiwAF!JD>>N`V9U
zRd6y~f^N!k;4-!h@v75#(z8JU|7uMjHgj}f)^X(C9sf&4<`>W;zdC$(%bZqe%;!_|
ztnt}(bL!!H2`S4c9X;|ACu|ZYF~gmFaohx&v^$+T>da?np}l0>w@A9zVi66VRVe6G
zkAnB*t7%DqA+_B;8pPV0a9Pf7nq&MPjVt6>26hXqtv^hU>it1@!LrWFy=ax~OHL_1
zmMEO6!}A}j@Fe55O4*uF|D((&GA9a)SF6yyPc@<AcO2;)cOAr{wW)h^FvK72!3uu^
zs_Gd?w<oR!diMjCyv`*93pBx<Hq$w4^x@eTZ(c)MllGol3$<$)FKxabQCukw$+AEL
z3xQJ8|FF59xi}>z;`AL6uzcBAcw}fq7hJJ|;*k#gaoY`YWy-)sWd>Es3_;mN=1^R`
zgW4pe;9|BjX^-o~q2r0<;ixz)7>WkT=xq8rE}2@UD$~)UYVl=HAq}ow0&{bAktw;Q
zG*;&o_a;q;x|KcPi|;-lUk-`lU6}|72|h$d4!t3#OaiF7>0>g!@IDSSjREnrEa>v{
zp?%`Z$i_v7c~EI4-mH6UI$;7Fs7=M**^9vb<!Gv^`;k;W3x(nYFPh<}K&MAJQ{kUC
z`QVyiOkA)Gw(Q!-4cv@@^Lz?@^LH)U3lu@S`wHF|uz-&H3iP<jQgEO1fYjdBrFPD8
z<n4$o{4q))mpm81pFAsg`ly45G4A3bz3Fu0jfZ55WGjEeTMK0F#FEsbI|&Ny!|>rR
zWZmQzGS_|{NPlz3mS+!f)|H>+#z#vc^tS;s#s<R!_p6*-vktfy?1#Dy;WY9-WBYqA
zVy<#W>iLZIj@M~IwMQzPF<nHH#iSujeLT&nGlOUEGGTvUKX%F|LHEnkC@+uX&}C;T
zp`Qsk?S)|Hn}h1pB3gSl>l24_ZZOf+4+KZ@P}p`9iT|z0?R*zW`vYV^?$}y>!{T}_
zulNMc3sR-FwSV{+Ust?+X*{Q>X-w<IH-eGlK6rjX4L(oX4#)15!UK;?h~v%C{}E$h
zIa$zqU+$99P&e>#jDn8mTOnq5I&+*?LastSt{O8{P%~`?wVT|9X96cvr_8BDekcqo
zqIZL7>m{=AQv`*l+lYOqJj?aFwRN&x(gevpu%t^ERzyAHroMK9igHmZcla~L1{cA}
z+)_dpYXd5|V2P<Z+}2q}pFsiI<^(`<mI`fOX$5}D37k+=B1l+GWLyH~K3wPl=a0H^
z<$*Tv_>By{7E0$nO;2RIXD2u?%ZRSH_f#Ns)PZKIwesKI4KkjY0z4QBz>u%k$vSrf
z*c!HoJXqAhmw&j2q8;||b($Ht32D)Z>aH+wZ7lQjE~dJSy)Z11LDsy9zzY+c$(kzy
z=)c^8HBTqNqnT2)p-75(Q>>_mo&xP}-^nj4S_d}c7lG})OgLif##KbTW_g7>=#Y3?
zux+9?4S8P;7{3p9bh13uR*ExxD9#befQo6C@zER+m@RBbuTClEH@J@norMKt=K7=9
zA1Xu*u4a+T7e10rOQhlQvA?9gCjw_{Y49bC#XQN|mHfHKbNQ2o`MwAhY88|MJ5B6}
z@V0#DP<qF2TeKgdS3e`~D*WNeZJv~f#F4$f2)}%ZEPd89i>B)9g6rc@#+1ry(<vT<
z+FpuKQRG4^R%?-kwqA?}{J-p`I1HHzsA1tLR5+Z9>)iv%8)sK6pJ@o0x57!8?Qy)c
zwgru<^ymW3hj>n31UgPGrl!X8!6mwre;GXogT9QR)qmb$mb52CUHi(<7UV!kRxq>}
zl(uP)QpF8hFOtz$-6?;@2U_nJf^|bCoYz+dZ`*ymXQdXuOwX8(f13jbo-}fML&V|T
zqNn^U2NV8iqBM2sISmdyfo#8(2>PB?kb9bSvjRthdFQv*Yh9v%oGbj5Mb7N(6v!FK
zfp?y7FgpGRX&h??N-1rmBw#fCQ;b+2>P)ZP^de5zhsnzpKQQalgUVzB=$KFfvD#Hc
zb7>Wk8z&8``}L`N;C&LmHH~=ywei9&0SLWd{<Kj@jvSVQpC1CrCU(9Cjh)=qqaI+r
z^DFr!yi)K+crnOtu7aoiiZHqJo}gTz)ZTlxKlmJOwm-k}Z0jAjEEuIMOkG=8r+oe$
z?!UQi)Yo1FGT7`$u2lfnj7%W)CP$3x?&9wa*LeG(bZ|MdiA3uAfd0r1kh<^zKYUE&
zztoJO2UL}z^!8X<;BAggm(CH{XqMqnFMv-|QpmMcJzUfmQCMg%fJ<!dn7677D*hb=
zg|K3*p0kc*T~wf=Bl%E1z?_^juAzF)Y}A$1LrWS*cqjH79O-CF?;awH+;`*E!)(`>
za2TAd-jetvJ#N!7MVhBFmY$BdjH5p}V*}?yCjBsm^4-gb%Pl7w{!JguXK7>g_xI#<
zn>D1ncJuq!*kkcKo;>}woJ!9ygN^Kd->F;;8G%Xs^!Rv4J3p0LPmAH&y;nf~6%SgX
z-pXy~L$NO-ANPLSgK@7EXy2r7I6Ywo%s8Y*znad4*@`YyhVAoLNLUf45mlB$xJ(RI
zxls*?ODLtw@_yG$Ft9TSt|m2-e+Sy}!;L{=WV{nHH^o!A>xKAjb2d@#5v4hr>2Q#7
zZ_jy#g4^tKyxO}mIPyLQno81OeJS(TMy5lnkR5&wOeGRp188*E4Vo+xp!nKRSYna@
zFA_~@-_@Vw)y4$4lduX(8hFU7JpvbnYRS}~IiP!<dF;oPl2M<6VduLO{QIc~VczvY
zE?14sQ~GDY_(#lnvHJ?*lVAu7c}eoyDxk<S0l)a3K&f?Qc+TTnYwDm9d`jO2mmjio
zkHl*X+k1e|W1QdCN=x>)TT-#;@pPV!7pGGoO{{&tp}w^lI4#aaoo1j$=hfhbTpgq<
zs&LbOslj*Fg>#l1M^ofZVYMk^J{s79+=emq>_)^XEXRE8js+U6>ET{z?G<oZDs<L0
zmc<K^qVxBCX*-u32@e_5zAH(M9!x2L@QG=lH$@U_jh*?6d<Yq?cP6EgTd?t|DeWbJ
z@ZI$;H^xze%8%smq2JQsSYQwgopc8O!jG7zDnV^;kEX4U-tq^FLSSsa9yyV6oOn#L
zr4OsVaJp8}<R{BRk6)V!hdUEkmyKm#{WO4cErHKB7jTDVvdA!-%eOTx29Jr8a24x@
zxV<Z448Rn4(Q5&jYm?ynS7{h4`H!@FXMpmuX4IWN3gBY{cPS;7jM9~ag7pjGywoh_
z3KD>ZzFV8|8B-cII2uYfn8LT(tE9`nf-FC<3GNy)=h3TGxcmJjeu)A=PHPC<ZM%)X
zy58gVX$@GHngg%TPb8C__q0vjlZ*22#IgR#Uo3A`rOk1fz?r1uql&LwkkVF|E22s#
z_79<%%|+~Gx#AZJ`k-!?gMW!0#!XJ=tBOr%f4?M|R3r^z=4r6~?@e@Iy}uRO3NTH0
zHz<BO!0z#R(Db$%it_fs{mxYI{P&7|=JhaTZw1+6r3;3gXL0A3U-)6eL44$KokTn_
zpr317xW6_jIBk>^>kl3z5hK^glj$jVSbi*c)m5}D{T0pMc^eN}m!e?r;=N#Er%FV2
z`7%axER5Z5gVH^(Q2d`NeU<c&v~DaQZ(|;jBWI&9+pYlizbS^y`R0Q7ga1$%lxT9T
zA>>8v1^0Ssy3;j`4@}>~&J-meR9OK>>#|^5vnlBdBk<tHGbA=b7=L99q$Fm67kz;v
z{a(zE-hmPe?C7x<8hAW67Um?|fa5U}dgS7H-r+$rxfK?U5N`%QqEEK@u^EyaWW%d>
z^7Nz6MWS5B{GH+QG_tS(m*34HY33h^%pKO#TsxVXKSeTwn?^<EY=nr5nV|4Mhp~2F
zl5?`m-QAE&o$?<O{P%;zJbH@HPqKbt$Y=Dlwxs@whOqCzIvU!$jux}-#zSoldX&UN
z(94yyTXGS7P?8DvP6p%nhrXzvbph|>dczByiDb@j3_g`k;G9%P@L)qAY*w~}o~ylN
z`lB@Z%Ul}%%}FK_)+dNwZ6jk{1yV1&qx^5?k@r^Hjr)JGKFHHR=rOA0yNaj4tZ&93
zyL%n9rcFa<2j=)LEF!ku=TPo>80~e8hNY>IbgqFJZ98`f!+%&(dHID%OFPKobw%Vy
zPA;t8X~DP}Gic2oCGH3RmSo^GSny>fXzfg+Dz|OO<~1qQBspCm;kFg>+kO$_kGpV;
zUnsS>D~Y;2eWXjR3eWAkN>;G%R?@0Oe6485^=#NmpQ-J|n>WXiJ(qQff1v}cZpg&L
z=eB@dwi-mmCeTkqvS8WnPOHvt<U<1$spwQT?=1<SXB84?V7e`&UQFd&*}J@dt2~{X
zCkY*I^&xFl4jH@`Po^4XP&_>k!jjldtW%Y?xA&mP%q;r^8A2N(cEjcyjx_N}2~iF<
zrNXluVTAkE_El*tmuoX0-;TP<{pVN-*@E{tJfVadn#<B#%8f)(<Sn*bRsrSkEZUuP
zirij07e6>zQqOE58h0t4u6*6sCinOzZ!l>ynE865*lG)CJh6u^JL*USqH6K$hUHMN
zC4r%F*{E(|(q{kCoaO$q=<pvus-2n&&N9m(;Lv#PwQ4G?cW{RV{mCF_DPY`uZ&-eU
zb%I6-!{aDrk`nYE7q|Bn-)r)OueZ2MrtG$cCGI8=Sn!ryh(3UBle@?=;|HYtGQfee
zO7N>PoiVSs(Bsl~iR_jU{#&CT{roY4_&pj2M@Qw*M~8%H-*QSWOzt47J)Ehxg)!_{
z6#z~tNwndN4a=hI(}dw<sMK17E7h{;90_MZp|&FR_!Qe(6w^SQ9|&>r=^-?A+*eZJ
zYfE1DX2ER(aVXlCOr;qkIduG5{Ag5%ky}4-^@qFBbFM0eYu1r#@{e$-#6(!%9RNl5
z-9bBRggk!a50~rvNz=GGQYDu}AH_?7h(a}yc~^@)U#1X~p*TFX+?js+GmpAE9fs+<
zC-Pi?BsM8$!+0w**x@ZoERs#(tzI+9a`{Qzetkj1Rll%*?;Px2Z3K~Q{_IIUkacs*
zF|e|>&G$<Oaamc%r}`cx7rr(?(W^Srd3`1vm{~yfdOYGnPKZIRN;LYLt3hjUE%Z7Z
z;+HkWwLKAIZrAPEfY+?x-J5!F3eW&LL!S%z7);ue;y~t?5y+38MrU^_wB>!tgPSwh
zyk0&Hd{P-}VALSekw#44kp#UhO5pY5Cqi%#ocysEiVvF5+dDc)lX@UFl%&J=oAvw{
zmHqhdO)BZVUdvhf<U`#wcJ5xDK-RpQPEF0q_)#f)fxG4m`!j|~*S)bI8DK`@*n2&V
zW`Jf*0*tvo!p*%m4OE|cwEYlQge|_zRcv1cJ|Qem-@OBhBB#KOw<^%C9Eq3qnbLPp
zr%{ieSJ4BJ1RdB*x^Klon${4~j@86>n<UAY-U^%a7l2=pIrZ*fnJ{+?h#Pa2+<kWe
zSNt4c?4Dq3os$4d@K4)&l~24&`eQUa_=+62tbs$*y`g%wB<wjoiDuXc(e_@3K?<n@
zk=uw~tp8C}lYk=c+(4vu38^v=#jj`6VN_luQJQv@k6bmDypXAe?PoJ#?2}CF{5qR7
z8;OB+)oxG-cZ5<0o^y7H0DHH+@P$1W76+7o@#rtu*uMsJ-dezn@h0$2w}Fh@XCAqc
zOp=&pgc`(zT$8e-4ME~C^;-;gukI2$3a=v_S$Z(2{1~gGBJo-CXn=q^{NB3@1oL^^
zsx`<BPWmF)>3E1=baoEQ!qk#+1&7;$UJH{gt)t<EPXPJ!(}mdU6oS^CIQZ$@OoYC)
zqv(=*Sn<LW)aAB-{Nn_CJog&o8kK`%g9J?-?+DFGqe0d_7Id;_(?a&1-Y`6bFKWlZ
z`QPtJo1z}<y{14N0#eEA37zEVh$(G8^&eU!2C*~12X2W{C+-myg49`t^raZHw^)Y2
z?!G+eT0R!Um9pW7jy;@f2m&wDYT{?O0+x-QLCH*UnsU1UraruiW}3Eef^mX+I)+K$
zSw+m5q6w!a-6B$hRglBHAwD0?>BDJhs4%DoWrnXwQrKs5X#Yewt6GHrPA%uhJbOq&
zzgoi1EfcAmh&WAbokEMl*)DSh!D9;u%-L}sZ?}t6=>d7NQ_LRj6>b%X&Je=OUhB9M
z%B$FpNWeN_&xp)v4sM_RZQrd@Nz5wl63^jK6n&ya_gtF}C&oV^b~@EK6t$21FY9`9
zYZI9}Mg}UYHWT&g3>5xrL*0I)wRxrVvv1x!*xL7z1of)WBG!Q{eUgh3p2g^AFG=PE
z+#%JD%t6YnBHKcH@y7mI*xYO<xcF%{7Fd=+;3UQybdq7bqFJC5;sBniGQ0@mM-;dg
z!{Fc%Qu)Jy1R2Z(^<#Tr{q7p>8~a|R9C}Wc*vZ1%#peX3lD}HZw^)FBiz;+~&V&m8
zRnVzoN1F;?5Gi2&J;jOi<iZl*|H}o+_8u<F=c1T+Dz2JW33JON!SKEhd|Fut2gfME
zJEd~Cb*mnmeq<BQ`mudLq6=BKCl?<13ESuTOTwqkgG8q=8@@hv2J^5|@{i>dCRL23
zFCrUZ<CrYi=cd{=>SPpHsr2D3`{fWgrvOG}DbxAWv-#!nso?*`5+Vw-VBDVhoM%fl
zG?a<c?Ou%4mOj*0rKm&q4EV!AFL%Ix4TyKsqoZV-NZ!@if(PuGq-tG_haT!;Me-h$
z-x!O@wfD&J(MoiMehQh*cxN9NGr_7tnt!t_kGGb%#I5yErGa|IP>mv>)}cawsatbp
zno`vFcONNBeUE996%f(OJcoBSVX@F*?vct$d~Mo9e#o$#0^48x_Fe^+YrD`ruY(-1
zoCFOWi}*hgMo{G2h%t6TFnnd0lVJULhrfPs_Q!jE{HQT-b)ggVZ&9W_`+Ujj{7ksc
zymS+99miwi>}c74sqo+SJmwWW%yzAe$q+dY#Ojy9g|vxuD9RX4|GI?A{|eFjRxY#!
zXF}1KI_wY=p-=q#iPf!Fyn@FE^fUE^wI)CLj2j}b$3Tu#k5i!|%}(^nvjEU)Fo(Y6
z0@fvqBN{eg5ZaZ<_1iteoI`mq$2<;#21e25`PuMGQ=TTLX@W@hG5G0c!C&jjhwtVg
zWTHeL8bAL@F3T7~sdy%2#+cJ&xhOC#_kgQg0s)4cQ2NAFe%Ug4D(-F#;lcn}G9P*M
zl6r2MT$F$pGlS{&dq8UXN%G%#W88e5owt2!_%&=UeW&&yY`&NPyKIh-ZLU*jKD#sS
zN??xV*WP$j=sv$`gBXn7sRF4>r0D%q@$hzz7u65GPGW`R=;!gn<obz;w0?X7ui+U0
z8A>T=yQ&yoS^CrO@ukF7&V=3yO$Eb>V5lA`BYzdmF>UYwI9tU+@ws@`$<rXE^Ym%7
zS|+;9Wvt@72i)5H!w}=&jk3oU(-n_4!*OL(u!+cm(A;J4jB(KED?d<mT|-81^TiaS
zLc&nVg1%-4Vi(6|`7ap5W%7HxWZX)c)as#bq>J3&wg{elO@iQCRUp)B!ghw1P!t--
zyqaG0^tDQ|acdTp(_;dyBNcpKD0^;AZiJ58C!y~&8|Ah~L-Prq3put4Zp~Q=&_17=
zF<p;7sZ0Tzcy^y){k7{UiTv+SX`0sE$*tME64qF4pcDQi<Bjc>(6XLKt69Dnr4~aJ
zPHRx<=Pp<-*no1I-r;@^H_|)ZgdEu!fZc?-)QqywE8YMPJgH#&kY>Ev+lc}CtOrF;
za_N;eaP|63A}TVB3Iomf;X@2;&P##{*N5o3qmk@ZP=yCk3()_`EE@H?o;)762@Vv>
z({ZCD$%~c}e(VhsI^l^TCCv`Bc=mkIk(YouR|Ir=r2_qS@hmrLtTKF_CqZZ2TM3uE
z^xE2mN@2d@5^8rv2-_4B$cz3>wCR}(36gE)4mvv0N5WH}I6M}k+LLhImTZ2*TgCyP
zMWhv1LD*gm2z(zz+XwISOWEB_CZ0JAC3WE6XlHuvMH*}_&ca5^^^o|y0q%r&fXAdG
zWJ90?S@%bc3X*Q&+sqw!<YbOOezh9(itpqe#>k_zvkA!FY(t&z1#PaZUvD%wi#S)j
zBG=#h!d^ZBv<=0`mw__klqgR9pRa+Xe<p(0k|}Uce<~VAg~IT^b!6(-7OWRtM(6hg
zwq~74Ao0u{_IraAo$6~1nijipbJBezVy;*yI+_aqiUo~@ZcwmhF8owK3Qr^F!VHgc
zu107Tjz0|avrQ@9UbhNWSmyfk@e=45m<2IwKM;+88uWiv0JDtz;P8J>i15XA^oofR
zJ$Gd*?CdQ@r7KFHEOmyz(zXkvT+`t8b77F*rcdwmpXG&WWbrWLum9&4Pu+j6fU^xd
z;HK#+bW@k4WqLnQf-zuYJ(VC)bTU0Gu?zm5$mYMx$b<LAtNfqKc{o{HlajC&%(1;j
zOl3pp>4g_bTT&(1UphpsCQ4(%T36chY5{#Abdls<zl9-T_b}n32vrXnN985#Y2%S%
z^pL;BZyh$m3Hf&He`U@MF8xi6A55dER)sKri8}Q=wh|)1m*(|2(CK;wK*ln*?)>9q
zNn0+xx#Ko@mHY%p*`0#PrIWbUjmL>XL=wyCvRQflRx-(OF<P!QCt3x}qbP0<f5WZ8
z=yy5xO715Yp8e(roM(d9G6g#B%6vLtkj5EbR;9Z~>yW=?!Hhfc1uce?sk5hm)|lFZ
zxBnv0iXgB{#)STl`)w!DOja%!1M4+Z$-ht!S~s_rd@YowPRifV@!b)=JoQc6kjHB9
zto}em3ui)C`!%#lzrZzx_j7WQ*=<W-dt#uk37PuZl^*yaMpcz5HGfa&dF3j69e#jT
zD6WQsCCAC^x>NSo)dz`Ltr^}rPGE#(j+)M>18iCes}Bd@oFl1l?SMIU8K?5sJv>Q9
z@IGR#9|!x>97&_SG3YJJ#k=cEA?a5TEy6%JxJw!`8Ebu?OEy_`Hw-MyA|N)amdh#{
zPgM>wcdySKO#j?Urj97ksDMdy=Y~L-^dSwllsoa)E0#g;TS6BpZKp%}EH}75s_nLc
zH+fy~m)zZ|OszLE{_0>DJW|l25q|n~<<gzpkF#r;580H$-vC-EpAXN@C4si+ZZ>}(
z&v^7KAG4^RpIgF{=C!+^@V+pal;H&$`=;XJV|R#lP&&{$AnPwG(Y1doxVzaNke6~3
zjSih4l9RuaY13T5tYJN<+?_#Yu9^+c>w`e1gt4_=*@LLr7F@can8ayqqtOkOZKbJk
zB*ybKc^m>DQ5a2)%N@C?OT+Q)^$gsk9fO-UY0zAaIdJt%Dk$R@6iT!O+w=wKwZ4pR
zy0d`vaAl}r_?|fJ-vwT>vdsN8pRQdZLFa9hrpMRRpi!7UxpX;#EEoHWQz9n8zWYH?
z(kMcs&g>VYcbzBBN8RX-wjsPU_?Lvj27uOwxa9mP@^-!=-880`({<cI`u<xF*PSFm
zPJRRrdvs&Kz3uQ;TZMjVo(VHOG(i9Je$bS<#O*tvK$nNCq6+2WVBkIxeukC9di6bm
zoUQ<pvs8=f+P0IcL6uPRz?|-XG!=sF2FaaexukEQEuQ)Eggj-R{mmg8SUF(9_bp6@
zOwJOzf2@YqMhA@OIn>%K$9SU$=F#e|bhxNg2x@X1+?pv5fyV3bW2_6!5{rd8p?2JT
zmq*V(F0?Mc460kBVeryve%u0gYW`&j;fH3zndMrvPudKwZ^^(ByRl&R=PuJ4r-Itu
z!$d(a4@H0eCEw=ulkIVd7^L3Li7`&6+vgQfGZN0=u^})xYhPRcZCh*=?Z$&+mSdJ_
z4cXf@h2EcE1QX>eV5#<6`gEokZIze=qjv299RVdZEMh-hwGa}H9pXD2Sr+Q}W7OO=
z%sq8`$D6KDgNUErxV3@NFfH<t`u`CORJoJ<7w@o$w(%wjDe(I7WcvB_MWWUnL<K`T
zK&?=ht`)O^nrOzqxnl%_pL+37Q3sB<8bf9T+-sXzmC3us74rTGjO+I^lAN>dz!>#9
zGESzI|0S^mKVP$_-%qcC{u{Zt^=2TX#=4U5JI>UpWF<rg$idd8<D@6)04fd_bLO#y
z_)5C~s>4Fbuhs9#WXU{ot2Pvj=PsbyHVY{~*9jhMe@Tv3%!D;RZemmANur%KAb1`o
zg$i?%z--(e;ypPMM2a>;orDM3`yd~#81Q&ncnRj7N`tBKalpCkCpXW2L%p5K)QVbT
zdigr|-Fyyp3l-^xxjyi<Gz%2(rjm;-C7AZ41}03}3itamNOztBoSSS;J{!L0=2-|6
znMwiuH6RDY2W+?t@@}+iZabMOS%`OD5qhnVz=cXb8d>Fnwq_@Yl4D2PoikG4Ej<>Z
z-HajgjuHK`y%_(q--@w1S&-MF32rYOSTDmLx(An1vGbpJs}Be8+=9>OaVQI7#Akq<
zA9D&lF=URUd35=uIr!W5GO@YR#7Um8Cxenp=y%qWi)>)Cyx~ZQ@hpI58DBxtVFR2o
zkN{g{6lmQW_WwToi*+A!h*(rLd}`5QZoVZXceDjbyFZERm}yG)sg~oFOa0{K*W<A1
zx(5gkI#aQxpWLV9VDJYGn9Z`D?>FoMts*5zUpNJNPB_qmSCz=|;7@3jiLfYHn)azO
zR+)Abj-Dm~h6^j9yGRZmh5v_<j^<RsX*3Z%vl^T4og_cTECCCV&z$De5_GCGp?9CC
z(ylW*;8mp#eQ)uHY@FIbBDK`{vuEQ;`~3Z|d7(BJW*`S=D`&$4OMQ+!N`{tFPw0&}
zhGQS(VR2Rm=^2_0Z&=UXVhP(-1RIc0B}I@D|HK7UEQPZxY+?By57OK%fXZJ-_>S^y
zAmwQ|aQ!~HFmR7d(tSwkg_#5Ji7*5NWRnNC7sKVzn?PbE>pfZLKwZKF+B78*T;~^%
zTF+|S7uU}{U)IQ<FBAbY>$%`=G96og7Q>UPv#5IUHxB2f!tf>w@MSE&jn-$$n&lIq
znu`N1pY6~kYD<;ZO3(pgmU~`$os%uBfInH?9KWX-g6^F})0LM<bI)`>YH|fhDBA&+
zXHF74Fb3on%F<CT2Ou+TH-s_oQ)+S&c{9YZ{J197v5#RHGEelflj1`4s^H&GW%}EA
zsQ@iYAlZhH^z-BBHCYYX?Ouu>SNV{z#ItDL{G9lQm!tk3JJjBPnOr?3#`q?3P;ew0
z^xKEf($AjpjHF3l>L$<(lcWlghV+$#0Q}fFCAG{8nsesCk)l?7Hdzw7b3V7J9j*Z7
zGlU))B}Xep_QTp?$u{>%?PPaK6Xw2<L&-U+7`a9W{yYBw@9rUdX1p_e*Kfmhb)%{D
z!BtpmT}JBOePLNITRh8+re1~@$X&0U{KzaHSiN!yX3$n#(6}5DI{q;Bi6+TnJ~E$q
z9^`-u%VD#q)H$r-x1`m>&L{i9qj(?Ot3Qd)*WYf9ZJ!7qBSwKn|3q5q+=BZJw{UYk
z<mn_y#+bBT3-XO$$kF^X44fPfvsnj1%uR@hZnLJ);sj4>J2ACJ0BTJ;z&q>?23?&%
zA1qu2Q(Nlcza56uIpP+6%C3Qowi3ucxCj)oM98$svx$bA1>+yT<5#eqM)k@OJ7_S(
zinwOH|Gb!emOJ2Lhd<VuOr`(y=fkzJguUOslYx2h@cpDB#yq)0lGhx^U%meH=s{z8
z_H!Z`m+nJe{BfX<|Febi?^DV64Sw_(2veOCR|#+N7;m#)MI3XSIwZuQfyF53pR7mK
zCd7lP1A%4UC3y3cFfIF80P{}S0(bTcCdF?fTRy!feGxg3Sv89KJB{Nvxd_AA879=o
z>3M6>{8(~7y$tp|T0kT8fAE!syJ7#qIdCdNy!EZ~H}a{$hIZ;dB$~SOA>dpBUVpe4
zW0GUY;?@#UczY%&H@-$b#|45r9I=7r_4J$G;<4>hz-;;%e&xa_$Z}Gm^$Cl)gpY+_
z6LVT1TYeJvUqMp6Vgk8_Zsca{Ewb2SB|p{v8j6oMrAAwPsQTZ9c(vA@Za;s8lhZxJ
zP5H1JZSzNChx|#L7x08H4fsSB6-0oQuL$i{(}R}{R`9pr1ex^F73K;UtKa=99vO3l
z$WCSFVU&PM`}y3novQT3OF!DIw*=(A{loBshdBScYP8GYKhkwHkL>GM3I_2<NKsHE
zx!sWrr77cKVTKr#jyxsX+z#M_=6z7~{03J1D1*62{Gq=u5njz<?;3GSa<c6{s;<mu
zPI4LQ@_I2O&c8}()+Iyz`!Vq9a1Qt{J5I_y|Kgf)_Vndh3A*o%BX(EMW*Iq_!C>dw
zg@YClHggZ08ktBZYYq|ho!WRJyo7TZzXui_aHO@0nGmU*Pi8K$rN`LWa^ET+I>oR6
z*UI*Aw!dnzGwTxup3jBMY0vrMnF_>4GXq@5mci-gp(r)r3O`F?Nlf#@HrxMf@#`BE
zc%)~`ymUrb=~MzISdJ%>F{y@y%V6R>OX_k=7y?H>!4}6@aL#!u@C<4u!x`ydUNaAr
z+T{4njg~|KPva;FOHBV73m<qpn5LJ4e+?v%TdoTk%%eT@Lz&*%=^^l);|}GiAJ9iz
zhe{ipa0Xk~;#-5UbnsX-V=t-Da&ZS5V<GteJK>&711MpY4iAKipj9slErlQ8$A$7x
zH&YZobxwlg@6>6>D@CqyLMRRY=LE}MuH?(c>a?}%G=M^N2kF1n2=2aa&@xg96XrKS
zqTM$9{WKe96&lda8||FoWO3jOi$RjeVDX0Wg37D{K8t3t>HAht>(qoV6HjoVo|8Bl
z^_Oom*afOTwt(@XG*}pR0Im#vCQeTsvFi6F!HGFRILEz*TOO?oGglO%<n~o?wTtD-
zHoOw#&a8#lnTMf6(TM7VX2X<2SvdXL0vM<rY<t-}gyY$nb;0LEoT2ZHo%dCVd&Dff
zqeZd8<sE61H-V>#$s}aN9`oOXLP!wfj5$_AmEA_z`%jG)eJ&*N6Zb*-**c=LJ{#Vj
zmH}CdYGR$e2S%05=W;u2pl|MC&|EVC)z+rMIN?oX=D&%UG{2tR!(w6nmhWgL9tKlm
z3P~61iQTBk<Gwt<fco1qxwJj^*l(Z$6F)Y=#A{jDFR}xie;dHDVaBkXR*b(Y9bw;a
zCtiA4fva5yTUKcwglPNA_^FhTE&4p%7B}Qp2zKEO?`drX6}NF`UlRY|jv5`vKL+(<
zSk9^M4k_)P1a4OwNcwgkoSP}t*7s6_hVAOX#%#j43(v8lFBAm#e95rcEGYiF9#@ne
zC5lU2NR9IhYUBL`C(qvpMoS!9TdJ#3yKOTBe0a;{FEWCK=H}3JSd3o3@Bs6Icfgt%
z8RWaUGe}LUg!e6p&^R%hocKHkHk7b)4C7K~h<MR9rQ@(Yi=&Y@@8h2+1!#~dz?9-F
z_}e>38jl8|XTFdi`^;7QJIiN7`JXV(wQ&QyP@4jcof2@WE(dRwJpMn5&O4mT_lx6&
zY>FZ?BQu3W_&nzn386)4XlSUUB$akDva%8~LnyPfi|0ORskGCUigwbjZ>iMp{{8QA
zU3_?+`#$IWe!U<dX&k0G-C#GKoQKwCM@r_I3q!Zl!g=Ew4CBm$aE*zW^xcMP`ozQ2
zCn1dHNKxy<db~Ka1LW<sSYOi^y!iAPd%f#CMCWNU|CoLRZSJf&HyvZu7n6-af0QpY
z$4wrIf@V!VW?FA&N|V&ct~?KAc!p!|yBdrwD8pyG6D4UYU{9lpQKL4W-Fo1PYJ=mL
zwN)A_@!WBhf-_ki_h*XYL{Ywb1K#4dV~Zne8!SxwVD$+gDVr;jz0X~6<;5|0`9iL+
zNQbj5A2?ExYACyMzZaPY$Kv&YNvPPd33a!q(Dl70bgMZVD)lAkby1z&<4l=DmQ_sp
zP#y+2SL3PhdxFQCHMsp}KKmE)5!Oenz{HTRLa#-oINxgme%rSRpS<Ds50lHz(}s<t
z`6{m1T%3aomlt6CLuK4*G#fnsYU1{aDVV(Iq%b;hGuF;HEY{oDkXjIz68dbz6@%8{
z&(FVE<BB9y4%)z8+<GDCmDJ$)R(}6<(#GQT3E00A`1!z{DUG-SEqu?_5m$lRmh1(E
z>g&+?FaeEbtI^{K&XWk%giCW{o$WMxQTY)IvG>HyEF;1mC!{1}`mu+gS#L`Q8WX@x
zGK_xO8^D?tQ+ED=EH2lWi;wkt(<vV<>}T|jt>in<#@+j2YVR+?C4RS-q=*bE@35NA
z&um>y9bE1<LLa$OT)u7sRzInRbH%%Ht40>~`ll>zcbx&N*6_}9?*uemnZuGzTAA}@
zP1=~)3@MtCXnv?o%-U;<r2#Ui>UvRJ($5@A=4!GjGd{D)jRUZc<80pZEX0ECnzZ&r
znb2`NjXh5*M=t|4`n@I<Cx7$8%IqhwY;-#NeOHCjwKIgRMW@AYSBu!>LOGg~D@T?u
zrh)0-DtNMUt6<~#Ly%sOh#$-pXqB1)TVpFnnZ@T=`m$uPr`}tbHMIrI#&!ym=geob
zy;B?FL-(WG?F8ohyf>{@O2cbuvvK*Nd*b<FPIO)U2ZRrE#N5xtyvx4^_r9!R6O{_E
zcjH7HP|+hqs}G>A@weGJ&IED0nGTB0shE$`p|vxVrQF$!iya1F<Y7w+d;LSO{>%5$
zjukkiz8zeRxHtTRAzsnx#Zs>;lW|Q2`dpes=5OpkXWMYLPK?7<z1QM1?ngOWW5MEs
zc(-DuK6$B4!l;TK=2q8_P0}dA-ro$VB=;)(&gGtsq4wAuEYF?F0pRJFFBuVHgIMzf
zUNqG*m!<pR_r88K<7gEq80^FL&04I+M2a@q$dK(cD}0;Eb7$Efg##$TyuVfA!yhqd
zux}5J=obd&fz9B)%otVFuS--m#G-f90X&{%ipO>gY%s{%1zRp}WlJB}61`VN!%PL{
z);tMkapud6On>xAy9UkS194zx6<m|@gY;&uyxa3w*fP3PaMrGe3-7{MtBxLJ?rn!*
zzWcDvJrrvB`Tp^f`MB76BkbLtB#xexj6YqR@yF>=xSnK~e~T>jTPaV`H^bnCd>)>8
zQi#PGdBWP?#uzrR77tGS2;0`YV?K$~;e5dY^uMY^zibb(#1pMzf2}a=93h3))}3&q
zp^S4UPJre#Cx|#}iN}9W!VEWQQVO`i#{N^l+Zma-?PQGT@o*8&D?AE!yZAe$ZU8zB
zmPPO6qY%-v53RpM3qE5+wjgN_Ru~mw@#`Vv^Eg*HySx;yO)2Kt&m7^+mc979cN8RT
zFUC7Nw&Fn@H_RBZi-Gwq&^};^s;Le5j)kzd?+>!&X7_}zSFW(OTle96N<0Q6siWz*
zJ?M3%9E0;NNn+KL(8w?o59u91b=RRNe{vv7Y+eaY%lQ1~W(zbX*wgFALAbT~5xZT<
z*x2?4QGDjY3<A}J=T3e&kv~VSRTX0WqFb!v?r>67Jb)c@#^ATzhN!tgmOI&wBToCv
z)(01%OhOyzu=Py2gL4S@`HtK0uxG_o&=|E`_;l9--|x8(8v_1;i_so-W9fY1T~-NJ
zD><Xh@uQGbU4u{8B)}}%iiTkcIE&BotviQe#rixk`4pdB1Ps9B?n2z`_YYoc<l<^6
zHyoZfoQxZDV90kZ7Wl%5rk&O#kLgcX6!T|2GM+f|ZUo50DUtf2N6cu(Knmv_CB4j{
z>~zU3_%^)~t<QR)^Vl^wy4@9GTSimH#QS1p`)@Y-nhYD3=Egn;ePSJki&3qz5Hnpe
zLGkcWNShdoz9~^y;pGI@FArh%I_^6Dk%7NzlJMQrbZks}1K)!?*x)~Fpv1@z?{&Un
zmkP~zrap{GEIiro;p5r+ahoxJj0{?6xWM}xQ`tU~Q_Nv)JbEv^A{rYlVG+u8XgSqD
z+*V_WY{y`sV^0gbD2m49YwDO3^j4g}SyL4z4`F<B6#n;QDAl)oV4vn3X2#3TuuINm
zcqhVK{9M@qS>t-4^~Fj&u;B~XUKvGKB;I_!SBqEfYEbXpq4<?|uZBJs*_M-Xs4;3N
zqZ?nLbJ;qSbzY9Q?Nf02oKFo7`)jaqV1GDiXDPg~T8DpYHeiBS#%8Xs;0|9ytbHU0
zu6Zl4Z+|Vaa7;(jQE@nInhQ3iZAH24=`82V5a>I{iqif4&@;=KvgIF$tq-lhS1}gT
zdUWu_{;^0>33ynFN!*@u-uHq)%9s5l+;ber3=HoIQ<oG$$f0RCbEky8^X-i?vc9NS
zw;lS9I^9s;H65zc>~L2{IXdOegs`QnQBx)oZNsmLE%W(~{?!U`ugW&|tXzle|MZ5;
z!DE@F_c2hzVKi}`JvN=Z1QFlk*f_N+_Qz<HI4fu{#e19;&5r=MtDTk%UvEr4CWqL&
zQ$4_bo`5)&YILhs5q6telFoBC^1o{ddSyiztni7Iy!U23o`dOE;tZB?RRJZi0Qz6v
z3qR{W3iIz9v+kk(7&Un)9SpZ-r{*rlL(b=+a#tN(npOspQN}F1`x*GZB(~uO_nt%z
zqjiC=nO~0<^>N<`<J;b|6rTUQ-e)-3T!_Y}F5b8y-VJw%(O^FLI?N5|N0EhRVAuFo
zsAY#)9q$;wdeaP6PcN_$wq>~C*j2XqoEF}xGlnfO(sXdX02}tn;YPg+OlRIPjEVGx
zLn}YQ?#Fs~(S1Lv-}uD-?}PN)WyH3bWngEO8&*Bu!WRBhBef}2_@z1w=Z=xZR^Iba
znqfoko?UGI?Fp#j{|r`am`w9-KNJRjT8@o9-Ow{b9j+a<Lia;<nDk+V;CVxd0=UcN
z=tEspJR6VA*B-DHZRK!8a*{2mTEWsRv{1EFLi&3=xYte^yNBeX|CPs*$>MyNF*gOC
zuH3{L52;eZMpX)Ezrl=8Xwt;eU2OKhS!_?{L>&K)``~KUV6@<fi~N-MnIHu|Y3gC1
z&J?&3@P_65PG&<|SFy28G4Njy-<dyc;{5hScmU2pb!agx{FsD+|4CEi8&}S8?n}u=
zIV`GqIi7o*ftmjfiVJQy(t-b+$>O~#ZEZaxzRW%bZGUrd!j)};hqEbG6=mVjZHnA!
zQ!VV1%@+=Ygkbr$)9kED6TAK4Dj552!-+lb#dkM2Ptq$IbI%xwEA<+n&`X`{=INun
zo-4kv=XwA3ov`O6-vJ-o&(aQS<K%a*SZbDxWaH%&bn;pZ;wE!iW;u|qmc>J*cOeek
zYlkONKf<NiA7DzzEq3EpCEThG#-gHrc&pBk=LuwR<zVi<*r1E<3Tez~x;4%ZUx796
zjB)$fJ~-;27d~0GLr6?I3d#~`@=KYDmyXC|Q^;!JNkRyg6r`d=)`8MT?_`NF32Z=8
z7@Nm)Bo){7F@A8cu>C>`d^0<M`qc?+{qL3NS(XjI7VnhE6cUU&*bf&f+=3YcWPx<<
zN|L^9$4Y-!IDUB%M)jEC5tmHvFWik!njgTRw%u^PWq5;@sKbndw&DFp*`PJ_15^~5
zlR{B7o9@s6cp(qfrXR%&-NUTRH3vgRbO`rl`%<RA$Yk>~QBOM@UB3h}E#vW+lh5<8
zTcV+EP7YS90r^i<W1Hj@>lfTe!v9V?lc|Fz#>TvdgNf2m88<*Yx!i<5`!(^{&C_DA
zHs@f!Tqa7|y_v<PYfL^h1SY;!g+Sxk%w>8kJWg+C8_b@;3AxX#@OBiQcF)GlcxnD_
zI?oP%x58ol7oth;z8Ky3h4~J8ER3CTg%x>3U}8`;dz%%+UiX!v(2cvG%|M5Q)KoU}
z(kt<6kuR1h24a8Z5|EDH&KU<rFsbM^>+UO$QzA1lM^}pM%91e4T8UcRccSf_$IQON
zk`{Mp;dh>?I4GA4ZzmvqSK+h50!z*i^=D`L7UG;u@ff2mpyq=$=&<lCyE3c<l&>a3
z`}4mL|7tX8&+3o+2iM}%o!{AgwIqIju%Pv=srdBw2A1_P7EKS-;9Ae2G^Hm3t7U(H
zbI@6K_WftE;zl*@kIZ1Pj<1-}`W?8sx4-bEQXZk;J2O-8!lKNd!oo40u;Ql|%+6Lu
z-PHYPzG<{j>s*Rv4Q7~c!gIhkopId396WD503|=0z}Z`sEnhMX!^W25v%a60{ySYf
zc&G}#Shc~f9a*?wS`YJOJ23Y1PITWifHDs`vCvz4aGg8iAKv3k6Am{B^|q|mwKrYt
zD^2^ZpTHq<mUy|Wnz=1;z=Ez6SZnu)?S6BR#d}wxUrQopd)46VA6ED}z(Sa&(BSB`
zuNEu4({QqFZ(5<F5BK|=Vxy&Z;O*$gaKD~&J5`O*-Jk+5^OfIE4*|oEr?Ru<YEblo
z=eCOm(uvXIX!}1$YR&UwH@@1@>Xr-^9JB~(_gxl-$`-SdbE$MN>l^#swT1>gUqA{~
z!|-|W4HjD9MCzH9IIzDB7A}^iu$D?@f943LzB>hKcPy!5x+&^EItsT7r?crrz765A
zdEmab4p!e7Pfrj1C)tpCT8t{10s6N$F_$&VD1X~k(Pr`)cI-wd+xbJF32iPo=uRA(
zUS19PvtnrYHRR{p)9i&pvp6a4q40IUUHI*+AY4CE&erPYv){M8aF<&(*k9cTd#y{z
zcS0zBSil)g)o;Y2&vH1tMTIn<4Z_Wn_cQgG>b#$Q5me-h+2Gc*@We0%y<QqN?CPEc
zuWcW&C>djt_sha&Z*#U~qBY&^JRtOKSjkkJH(`)u5~iR2&HjbvVXfO({N^<P?Y7#H
zco$)9_!ai1`XsY`6Aj}$qRDEs38cRF6RB_{z9?QT*p%H6UA4Y}$;SC~{_+g`{mKu|
z##f1YuXwKA(F9M;O6J_k^N@5zUyQ1<A)6J`vH8hEmikVQ&fn7@y3BiJwf9(CbR@lT
zD_~VE(Nw48-_ZDSH}u=|i2c5LLUNt&{}W$mu%)ao+oci*du~b7*^hm2R{s!D+p`rm
zUf?^F_d8jwx-A97C{p8+OF(?Db7+PR_Ir=CZ|*ocQ6)#eY9`{C2s1`+o<Y|0WZXI9
z76eX6JlV^G!wdKKu((&dp^s!HXc|w!y2ab^gz7q)u{Vyh!E8x!<4`<5e4?PeC<^ab
zd(qGEDA7V+UI>>Sjem*~a6`B~sYZ^*1qPh2Q&-B==lG+TpAS>s%g}~$IgC^b#)RDh
z3t8OFK6e&^fx$@Xe|{@%|9%#(CybRev=p$f#mP8N73n~s4teHG;d%3PW*HPM=sxX>
z$8G@X*-N2!NdTs5eqo}!CskPa(aF#hn6P3m)3MhR?=n?#sJDZQK8|>QjwxlyTjDd1
zAbc+ABc8eWlC9hE1s*VULban1pgtR0qsFprF6Qi#k_x)d973!6RPp_LZ<;w&iULfd
zSeJ1H+o|D6ThDK!k8hRXSwbx&hHxg=XCGF7Op0W+{pg)z1AB^FaCd)IBDF7K9seCG
z)z7BlP0xh4lVq@`!-F2kR^yi7elY!F9A4Ej#EJLfh0>llbm)7Br9Jvjh~yo^RfSHd
zJ?s*58<vkAH`hRnZYgKDjDWozuLQG;(&RDUhVf)0XE7d?qy$?rBVTLsM-%i(&IZk;
zyHU`vrciAkd~qWVjn~9s*xI#NWL1n_C8=!6_l;;9v=~M{S_66W17YyAV{B)w61+?^
z700v)G%TVKp6FhJ_={(m%9gPt6{|=N;$FxKO~g#6{wU-Ju)Q6}Fm`wuTkF8ssI{Z%
zcXJOE>V=|`_9tPLlr|p!VnT2C^~c=Ay=?4_biC>E-$?z48o1%_K|}NsG0S+GcqO9{
z8#yD-{vF_uf0p#tq6qs~YKyTsg=jMOI}02ijrPAL;F>vqS%|qkruuQ7#52T&Q#0_c
zxjY{JWQ4lCQo))%V>OC{$Y@UxOD{Ogjz(~o)M#5;$mf%uvi+#JcQHObdkBv&5y-1M
z8I^VjWEC<KDR~C|sZWC$gFmwYm3jEXe<cn$^%QI^<hjp05z~9gQG=Ef-dvG_cR07f
z(peMl%pHx&-&JwuuZOT~Yc#6bI<o=(Ghvx`0*buT`KE(2?{B^m3!X=yEEZt<>IXuf
zw^x{<zayJokuL1HmdhRt{3%T8SH}v>4@lnJc+H;qgy62s1eR_$1vc@HyVS*K9D8OJ
zE;;RtHA=epBk(Ib?VN<njI(E(eQ~X~16}OoU(e5F<895M_0&z+uyhqxG@WL5My&z;
z(=y;vYyqd7-5Of$jKn_sCsMWT8`iI4h0ty=f(5So1&yadA>*bWy52m-vuvvPuJjH>
z>YGqI?^ULpauOz$$Ya*yH2n3wM~n*z!XXz&V8%Os*7Z5c?n;j#>EVx9Q{Y6FviuC>
zWtvfB@hKR&;XSAi;u*UBL$Lo1dt6lB%91-a;ACxOI(l>jpD8|v@x3a<qpx^xwfz^9
z+xbu;uFl4vMJv!}fH6#)tUyx>hO%3uD}{EAe4Z8Eh87iubn4+Kaby1uAw+X9YJGVi
z##A~=dj6KPXUW=hc=>30Jw8xS%Wq`4>z2|#IT6wo`-*03;#p-#4E~wvfl_^Mu>3vA
z=)C47b3fJ$J}5=_#+$RXoZv@}5e@oP1?n=s6trk8DIQ!V4t2UG3<=zZ18k;J*z{ef
zI`k>KJg|<*J{rs!6yJqwMOTFwXD##{+{zX#^2MI3dC(GAh|1Cf*q1finAq+>2W9u+
z_96WnKIjz->uM75cC|I04x3CjKXN9KmplKS?&vFNhkt96(Vlz3H0Af;*0YP*j-0FF
zdtY6gZn+UnH+>NUD{Qbd%9J*}*oVSG?prH&$E(Xm3tM%zK<CrJ6rwc`GgFFCD%=Hk
z9zPG&kN7^_MW2qnDZ$EwXf)0*#}5-qP<yHY;m4`yWW5Ggk35DN+dn}msp4(JGYxhh
z*W;-<cZCzPcA)C^KJ<Q4A=6sJot#}3w0t_}O^pd;t@6%vXn?Hvc)UDj>Q6@%_cqqx
z55j-rN7MMyaXbsY4&yflK-957{Qb)hU3T`sgf#=G*KHljRlNk}*Uqv3PA6h#7SP-L
zA-L{98oN1H6%STdvIB{`&?t5@hTKWuFW3@sP*W_nmKMOdjwZ>s4TWs_1p&(s<l%i$
zhlZXQF6vKt*$~s!#oCmb+1YE~1dH4b=<YQPPbiMSEh<W2aU})Ex$I}33OVm&@hU9)
z*oQtpi2>sjW9})7!4WGs558@q=+1X&`#ihZh(e?vCkwIkjx3%!^Gi6?6oLKak1?6R
zXdG$cL`SyGp!&m}xFXTdX+@_wILQtNMQIE2ej{RU-$8=3dntMq#N(hP7MT8L4!-}~
zpMLrGfilw^Sln)ggU{|mJC$g7@3IVcAJd?~W7<65be|3Mvcra(QJifuj9Sj0W+rxv
zg;{-u<Aw<lSlXP0`$Ko)@Vh%$QNKW(G%Fl5PEUr;XH~GpB2>6DNkSSQl41B=-mAz$
zavgRK3g5<}=9PYwJ|qE_J*kE7!>ie;Y!4db-Oe`so7EsI#N%73pRl0pGuvF}MOuoZ
z*zZGA@IRi1dy<sOPM;`aUy9wZvwA=7xe<#QJ0>IJv*^Jxbuf5&yIAqYNN_WoiJ$I0
zgfyjG=$7sTr+5oowO|yse3ip*qq11N+yq+D<&1Zzgzf&ob6LKXoZqHFl1I9%?w<)p
z44H!8ziN=JPdTo4OTeY}*)Vj$4N2p<ZqUB}ko}prUnoz!!?Y~2ggzw^c>U#49C4@z
z*4?XON(&NM%k%@#tMM6IQPK(Hx;_ZAf@b3NKqItXm?%Dq*@5bsx0&f4KW6%35XoIl
z!XbwI3~??A{=I%EURHV1@cM}(4)-=?HMs%Y5kF8kc5S5?_FbP!4h0AW(=NdKIroIw
z*5z!sz7@r$PQt4l=b3ExK2fJp3BLL$VMI$Rx_&5O-vWn-ZDvded*_PkZvVucpOrYX
z$qz4Y=AA!RJDjCm3v@dR?<CB{aTz6G_K)9xma1X(@;wcYKJ#bgo(k6OqCnNF<Y-9l
zGQ7CCf@!;XpsZUzdNIcdT>B1VXC_tP3e#T@u5m*2PA_NH4V*z?5e3bzxu7u0mf~)3
zPrF_wD>OWWxZwbVWZn?7v=nLbGG|c9OM@@}<>JMI$C;+wJE7EJ0(HCnhW+MW*`q(@
zcx{{n!xp+@k7qS%etpU2pZpDB3A$u$U;^bEe?!>_88S{tz;;#66*Y-OzZZk)K$ipF
zaSO)%&-1||PnDTzO-1F2Wl(wgAlubno+RfUL(P|{hP-8~v3aUF`?_i-ZVt641?5;_
zyqqreEaGg&d6(IK_c*wyWkmk#H=srDJDfMZUBqR%?2mRD*6U?+-^EL?i7my!8<MbU
z##FrCmII}%1e4Z2Y%qQ@8+|S;!TYjykf5nYC4L#gqNk6czw27I<CPC?H2Tb9g9_NF
zWwkg?S%>b`?qG8lPNP!>vG}${5ifU*Bfkw5;G3C%58v=}!s>2;lc2DrDF>yl+rcRR
zP_!<eDmZXn#lbo5q}P2HX6jetq2m?!T}lc|Exg#`Ib$(m{w{R=v<4pYZl&ZeckLcl
zMg0~hN^G3QCh?u=rb`1^)%r+5SP+WY@dt6CUy|66W-R__Gk|F$<f(PzSW@6@?0w(v
zv6)gsaK`X)xIuj{bSdv;rt$9dNPPj;#J*q+X9r_Lh8YPxx;UA0+`}vi@jzj=u<}_L
zzCA7gY-$tc#&xo{kE7U@p=B(w?vD81`5?@`bCD@;jE9<YR+t!SfPdboV6<9389z}*
zQ6UGPul2)KvYJ#Fe;%6ud4kbjPqACx1Q)C<6~7<Zi(ie7fGFCsFFC0Y{Vf}Jd=2CL
z@h%1jzq2h(55eJb0h}IE#nggAg{5kbq2>8&IC{8<Ow}tv)6teDL@G12zrj?yHv?^5
zpTMf1SjP29;*t9OV(tT3nw%Yr%X0+WYrLKsSG*VgmBxelnLJo<y^IBTB%tBATw#W_
z5tXJ6XOi57&eO-skp54;x5@5{k}V6xV=43Lnml(6^i-hPtV&q+w-;9X?BM(OSFFg&
z5M8c?-~%BJU!~|e^>40bb0f#nv3VNg-YbXZkM4~c-y{^VkMV4~EH(t*0qe(iz`6Aj
zduewDw%Qp`>zri#(|C*xJsd3A*UDYbC3l5b`)RbZHilx94}o}TJI`%$PMq^5N&AVR
zd^Y6FlwQ4tH2=zmjV9W3fpg?S`QMz~d8F}UnkBglqRA(<5SCclq3F>hOq+Ftb?Q4&
zX}Sz0x@OR=jvqqxM@xKA@z(igdx|&<qiD&4ULdDwj>k$4qMGz`*sru(Fn`A1)9(n+
z-zE06eHuw`)uNh0&M1&>gw_O-^qc<!9wd44PKHgx;1)h-m@$_gpV)(&N`5sot!reT
zq;(-ya~j*=kC?GmnG8-Yql69r`0T0!+=e-zqV9V14GVy}mr3=zloV0jF_QXSkfJz+
zg@TjrXUYEggBoIoSmA_U22fph7tCI}HmEBEp-Zj@{%6<F(6eYM+rK9PzHBkW-*4h+
z*o|fQ--Gk8{E|JXMcUv(9ZkHrGLhx{H=`kU`)hV>b`}e;J;w&gU4}u4DQLH97ezms
zjm`l}v1{%E5=ZaH?dc5D|LIa;{SN%Vxo#b6WO+_@7dGA6K#O>1q;Pf&ntzj~D_<ty
z_QPIq)6)Y&mqnr4en0%UeGc7z>`lG@CgMhmb~bkG0x;@r1vNF3FriBkci5g`Q{_&8
zXYaRS=Zbp}V5ULcEB0Z7L$+Y}J`Ia6ET&OG?wl9c&WxOAlj0*EoY8*)S|#p+U$$m=
zqhkrCUi$^Tl$<d1)Ld-J3Pg{)M;o>}_M+<5hU{=|9_s%y#AS1OVIP%VB;8~vT8DUJ
z*7d)FYs5ccN|Ysf8<n!h<(~9$jVf8WjiszZ#W+yP0e1~fVFpe8aoyio46iXItzio>
zDKr?h;-ay<^)H(*T43IB?vB0phplUPDu!*&0rA3X;oByAoT281pZ>P7buWTw^w<$(
zS^omAcA3*s?Zs59SO-#5O<28p3hJ-g$Fz<v=QGTOwDOq(skWVGDuEi5VYE|_%}ZrX
zkrA9}ScL5JSV3Q6L<{P@MBhi!7=F7yJ36I=MGqVS*HlN+H^Wj0GyqDTV}@hD++fR(
zABR0xXX1oCd3f>f1hzc20v$Edh4?FTaN@{O=(KGZsmtGkEnnkseUm>J9DW2{Pp48Z
zd;Y$N`ps5n$Frk@_lkLExl^jlht}O2h4#0?aaaB$QF7glb{yNmqQCQbim`;%?^{4!
za<3uC`7!GeHgT@|60{#XoK|*c;iwlGs5Y#J{VkUjR?khwg7NK4+GPZOGrlKoshSJ^
zJw{^Y)gb)H_uXR@EJ$la94@_`1Hm7kz~|de)TFbAv!7ywi{E(G(s~!VwA_XH{}l1!
z$u*3fJjoQj)?>!(rO<2;$*$(^X8X_jQuo>iuy+0d(dLyu%^kRtg>5rqg)7g&#}_=~
zn~}qmcJ5%77o$XXZ=g8i3_)+sLfn086Z>zXIc?47UGB-FS$6G0++nE<br;Sw++DK~
zzg#Xrle+16MU&4d(Eum^=wN!6%Or+=1-M$<5?-e#L$};e?%~RU-H%)_Nc9Ya?M_CQ
zMZ3g)21BX&nLK_zwgcB)ix>S|wxCIaIlXq-iF&>MLesp#l<sas!UtQrR{S3X?U@RS
z-TTlu<N(v<d*xrAXQ4%P2aY#ug0|2mHr+BF6Eu#3Rl6D*?BaW2Z)rMis87K?GoVG1
z#u_5MVY<p5h<fXUyRCKU9>05ysT+pP85e{T>+{h5#|V_F*C3yl2VmQPW9;AUFl_st
z1>V2)F~e6MHPc1{4v%HIp&gJM{)C<NaH6PTJE88t1Z?xW%lh5S6GlC?7lT8mP+4&t
z=EwSjdE_}*f4i7{iRfUl^PUNPPU>UB>l(51FhAUP-WQ;fvtA}Fq`2_$*zof{#8?H>
z`pH|VBruE?1X)nvFMA5;wTb+M1rn1LKcV1|H1mR8^t6FM=Yc2nR6C$g*<Hb9P%#|)
zY)yq$%P}PX5K~i6!16I_EMC|SH#aWAMb^(GF=pFg>_BH4q*+1NJeAPqz;?R4Ivh=P
z&9Pv%E-J4)*brAWo0hj}!5}XtX^lPsGe6Futar+|`jH-XL{2Bo&2wl_Lnu}6JnXzR
z&p>?BH-t`2uXpYdPSU}*<M6sN(Ab@Onex3{tZ3cFWCMbs)Hj~`j+Mfs_g9_FN((7X
zGnF|$@TCC1+b~>j7QU^nV7>RdQBGbmr0_1U=kYb<$s*BZ`vkgRw;6+E=Fr_rZ|XQW
zp2i0OC|0S!H|Bu{C);Aziw<FtMmrm1Gf#XlvIvb1KVT2H&xfeH-@#?wURtkZOaEQA
zrNakLVfXjHFmK)nwpmSuHq&Xg|3{24q4f||EY-zUtpesYf3~=E+Bnp|?+u?q?nC!*
z-UFAG!E>dj#Sb1)bV|L6g_RG+KjwC{r$`Y;cKw3Kfyk_jo$;re4yjHwfoAh!R;}d5
zZXA8iHVIu2qM=Kd$2yY-_ZK}&8Y#Htj-w-S`S2&Ig&i>e0=Gulqf+4x8hrl(+<LEv
znkNRriSQKMt0qe(S`H9swUKsjb;FCHqQv&KEA2ckPhYyH;`6wVFypy8hL{XTrqu_t
zVs63iKXN3EMku3yla+ijW`}L|uwwNc?8upiLfC=TG(jaBme;O=3r-;{ed2g{I_eQj
zE}Tfiz6`^%Ml~EgcL;^VCNcTey`pz*GGg2-C<X2Uv+$%j!xob1x!-Kzrbx`$tSYoO
zCqrA#57s`?i^)$n7P6jN&~dGu6t-#^WY>Im{;YG2=}(DazSUFlV!j!@w0!{2rC%@)
zutMvVZ`sJF=a`zNUBkmo2K4=0kNDuuG+G&+$^J@Th2wtPC~ZM6+IG7~@DCq@C$0<;
zZ%to8*?Xht+GlyfJN9__(HQEA-p}fMbg8V-gVk*D=Kk9Zra5r|PL%q^w(dRwAN}K4
zua=+iVB-}081a?KjXeTh9!jWZ6f9Z~`cKdsHj|azN+N>|q3G1lS0bybfN$!ep&`wk
zJMq#fuq2HH|4x?gx&{s!c!~cFoJX0*d!rxkDtr9my^A~HC@I#YYnebp?pfdl6K9&*
zHIFZj<M9hWzn;ukNY?i*urX(Ygx?QhQEK3BI(ajKjKegraiSa+XN|z0WziUH*h}cB
zilI}7`EzOADx8!a#JUoCF{#EW2r|nt*>?&}Je~y0T0+?RYm>-v44*Gck7ROTKDay6
zo1b|cm|56Y7+!G=9y**8uJkKrGIyd;ta5bD*bq!U>xXmy*)52wnTjp*Q}Ev)2W-*c
z9nZ2+Y&LiEJ?qW$l~3g9d0`A$W<6mG0t_frE}z`Wqwr@b=O?e6fUmzz<^7By_;k=i
zX7OS?pQWo|OL8*zaHX&<iiJ=?I^s*cTab|z&9wC&vj>~qBz>}nB3~J@o-WQU{Uw9f
zj9SH<M<;~g_FEZF;~Xg{V$$6A8{A>aG*@q;B|87uQNy(uIzOC3vd3ZlTm!gMvy<LF
z9|&<nM?>*X1%CeD#(uchGrHhIKW{5iq9jjPc~Y;T^vHI4SfCFD54@S)X$u^(-5-Br
zZ>%}KiM)zmz^)sdm-pW=9Q0=<6)VUyCCL&Tb$h80%eg>W?YG&vF?V5t#(d1!YK$Ju
z2O(lfy%;8LqQyJLVSL>xGT4~P#{5*HL!L7Dbg3T|29LlLg&9<Hy8r-M#d@D1aAK+!
z^?tsMUievwTjs1KDYYGR^n8Ds@nMiKkaMSd=FS)ISB!)377gl`KLstESHkp1ndJOy
z9F6w1!k*7Srd7JE%;qm!DYpg#a?Ggp$0^=fkg)LVk1TRqI9up9h%y#Cz;3~#VT?iC
zN%gfsG%{%zo^O$-k9-dM=wlI{{jZiH=K+*X4aWY~mY9<Doqav<5}a)gIPd*i4)MKP
z;J)&I;(>?f;d!w<3(;E%`!^~utyy}w+*=NlEr;Teh2Mqwf7QU#$CchBZO6+++==YT
zU3A*o;HD`d(ek0VY5xrLn}D!g(uXZ^%H!V35PZs6ZiZ_uNbkyIN<R{SS?-G{Q-%M%
zKVJtS`mRj<eP5>9cM^sj7>bL#_cP}wHW-jN1Z(pDfNsfqSnW2L`bD`?9Wgd1t1ou_
z<g72}5hOm4p%)i(=;|LUN_(=6HQU6n>`QMMOwD3#SplTu=!_>#y}_=Z6UnxPktd#I
zVFn`9Y)^*L;Dvm~X-e@g<k<Q7{7mJO1INlzNhf^_B}N|u`L!l^|M)ywD3cG>+b6=(
zFwPS@bQUJ08$!sw$@nIGI9XiqL@yx$x`Kz{$bDM$ccv1)%TAyx^4yQSW+sLD?8UT_
z<+OE?C*9P_63re)Vxqhh4rpS`Fl{(AJRii&@^1<r3zp-3MQwP}*9K>Njid6+DL7W|
z7+b_ST=ybo!EQ|wq-EBTy0eGy=1e?wy&p)?vR1Ts{y6G*FNH68|B9kdvyiS&92BTU
z=HvK#ymt)V^BBm|>-P#dwN8|u{s8XX#)g0)0B8FwLbsw6QQ12gBIgQZ;UI`7Bd@~f
z6~1u7uN@xR2f>G|{&;m(05#2$VGD2BplWRpnz*}Q{Tz9G_9Yux?H1A1a~&z^0lj)v
zOnz?n;m0)2oZ~Kuik?ugZfq4S()yEn(I`6G5RMD_&7;B9{c!5SNjQ`Kh^hTu*vq1H
zJb8T=D|yobZoUs;;mjVUc2^a=cgfPxPch&Y(F0i;sWeG>4#_!K;X92^mgf1Ab5R_r
z;_?b{zRL@kYHCN?>kX-6&K_z#d5*m-Yh(Te^U$4VeHzZiz!GaEw)tcL<$RogiaD3r
z#G`WfM(+Yltx%%N##z|*D*`trO`<RHL(%W;K*<>2)1YK$iT8HSM%kdz6sW_!PNFle
z|E33WwaTDhwv@eYn7|hMb~1O5OpLI)4$G!2W?8HDfZdPZ&|s4)dZjoav)GMB{l~!_
zaTNJQB-8FJU5U%?Up#ZFhtmBGc}C2gR<(9P{il5xVGCq*L4vBHHB^2$4>mr@)Ecab
zavL3R@`pH5dHP&bc^(5_Q@k)px;Gu^qt1r?wZx){TjBhNr8Miq1R?B50<!N5v0V8g
zyED5<44Y|;|KDFJx4vaDuaR1pon`w++mJ(UAgR^-5hr;@lS}q0+^Ss19MydAVZd$J
z?mtABHqr`T+C+h=Qzf&OSW=>GAueA3mks#pOoGZ9w)1;AmYC+Abgj<9P|IM*G*}N8
zZyjW()ymlBS`GA!ILWmA!*NH`A8<-m;W_PE_Cl#sJW=P3E#s!6g@RQ5)jJ=AxJ?h>
zK_6Y(I(;9$T9X2PXLQ&(zf`ttxCiC?^hf?-)6tcV^qptW1}qCh--~;M;SOc+^>sN$
zn94JYuJ7!JwgRNTyCY5*n86xVdB0?mDP~;uf_{Bov-`)b>HEs9pfR!l&-Th?mrFRC
z&h$4s`FA+Dopgk;<(1+RukrNwT`e4TzQY`%ku3|p#B8$qQl7deHowinihIp$zZ~~F
zUF}UiUHzEl&&lvvl7WSp(rEP}AJg6BF-UVGzFfKudmqbUzplwrc6SVG4}J-@*DEj~
zzl;wqdT}<>b2t;XOGy51j@I)n1htontT4t0M@G1^L*i_n@0X&Fyq}>r<9WlR@ph;?
zvagu){~77yB&=<#hwhXSIOX<0k`Dh0N^OteOy~mc3Gl)1?t#LGh+SC7dGcVHjj^kL
zv5%f^%;0l0%580Da{VK*p1a(}<+XBWi#=sG2jQOMeNf3OMo^8rE5MZp;-7#&U@ldI
z`*;uhhS79UdUK|@OGg6(U+m`W8*`FUkkI}2pO`1lk`(%cf%8W%Hb8S5CKfwj;2;CM
z-Z`00B&D$9UyFpyYG>}UJS!~JOai0A7!00@oGlc`2K}2#Co8(a@u?;~+F6a?v=gu^
zPM7((4a8@Ls%UxUGy9dwd;Het+2R%Ll1<ZPXj$D@=DDj-JoV)|JO7~qA0#cq*SD2$
zz#<b`C7p-NP#ZKhxZ(3@vnXPGE%rnuW36l_d^zMzu7QtXoZ~Urd|tqv9$y7FJ0s57
zQ$VNjtI?oRiuQM3WyTxr;PS)6tg_eX1_{)O<Nb=6w%sng-m(dGJo;gMkHA!=6LCqj
zDrs%(gIf&Wu<(jaxMwNP!OT~sUOh_mUA7EXA6SOBQerS`{S$~=F-g#jFkr?7Tk()r
z0h_bT37>vwVTTlh+3gvlY3Qv|95Q~J*lDLhQx2@e##t+I<=f}*`EML{A5p~w_bFIi
zkp|TT?P6QdI`&oGja`3HF8FfJi)6SLDrf(Iv_60VJ-fluyckcn?8JTBQ*q7VP<Zew
z5tVXdpy@;nJnvJ2O<r$dz~>5PmwK3;b&{hyuZ=}>DJ^uKoe0OeI3=X9o{f9VJBl@z
z*aFu*xHxB;xLzX&mTXv!Ci5)u>Ly<}yi$iw|1yEOr+1>tn^GKR!~LY=PQY84bCRUm
z%{YE{y(Gq_7_*L@g>f}^q0)9e_ca%?KJg=2@c<XJ=UkL6o@Hoi<;u1v^d?8$OjO)h
zigOoFp%ZuF(Xir)D9A6w_I|-=F-MJlz$X|~u}>U2a5}Vkc7gXu6?X4d3|gfYGBY_N
zT<_e?cIOSF?v`)B<OVWJy%3S@bf@15x%hcV1DL!|gMXI0u+vco3lt}lgYHvNvwJpN
z_*V^nE2Z%qXYNn>tS%_;oXgp6jWBma7-kI5ftw@Gu$);I<bG)|dmEU7%lXe8t<osw
zyl4ljwMsN}W*dzB+6-Ho1<q^Q3GO;aG0EXNeCZ4o20Ts>@_BEsl=G%%X><R`1bGU`
z$wkF||G%5hWPf${aCSQ1?W_*M<oD$mA6z0HPxlaBSuVw`FSBrxtqPO&=I+GGWRQE(
zm!?%WKn-^Re5xOYhMRVxwCX-qvLuHks%EiJ18>>`hP1X)K-Vc7nD+T>oCfmLId41;
zT&aetEn6|a?WVJ)#Q@gZJRTwgGT5um3^?`c2^*L`3m0DE``ZXUZ#P^C?`BV7X45W0
za_Lf(>S||O!tAk5oqH7npTm-QlTkHlpU|uA6Z3E`LD{Tha4n=#w3kc3dc#I`>*X29
z3f94E$H$5JYBo66-;y~gB(kdPe%RvO1mQ=Iv&BEsSZ8N!LzUrdw&QFGra1cGjU$I)
zRZbSOYEQunO9tQy{w$C5ebF%gt)^t_M`vs+<zAYU-FUUF2nY7lXC@oUaa~q_nq&Nm
z<>o73)#_DD=|U`~^SQl)?I=lxYXevr3@7QOigf>TFOp20kMHcw=;@X^xa(2?XPzy`
z?yyAhrt(g#RG5zAt$9D1=a9@Ys_=c0DqYk2&C)+_gDVD__(ppu9ye0}x5r~qc~7)>
zUu7_cPDS#4Th9(|<z32&iy(W67l!M|kj41}@U_mA8a=k+kN=YK?lqpxX`72rUmb%5
zLsr63|H-)Ck9U-d!zd%j0WAzwM3wPtLC>`w96NTP&NXS_)wfJG=Hv{{8NbvpWq=vw
z8P~DaiHpTak=%v8aR6%aoznQrHhAR5H0JGenWc?B#o|T<QUm7&Mqa+o#!oAg=(;gs
zxQ87}({MwXA$!E==N|apyG{7gu?Q}<7vSBo7Wnf5-w%KEM87?|giFf};hP@sHNHoD
zJS>H~oP#CW23vShWF%X9Z!ph<Z5J(h7iG&mdt{W$Ir{@hw{HLxjylbTPAb8l3%CQu
zU@jSIePM?SPxH>h2MD&cq3?zLsP7EUSA6S&wgZ!JO*`Mi<#B(}q7pV~({XUS`xj={
z0e(}DM3eMUm}6Pb(z-L5<t9_^TA4%ItvfJiTQ1Yu;KZh8=3(S&Q|=+$jYr%*!o$d;
zqRxID8dKs(`fs=4I5B`SCoiR-!TK1@KlidDp7cjD4EJoAkK03@3qK{}g>{$mupqvh
zSqw;Ie@gYRqWLZ4=}g8{Ggn--BoaGgL)i0vip=BTZD{;a3eSyeV48Upo9lT)j14cq
zf0}VDRPQIKjp-56%QMlYWIv4hFA)7#Y@w=%3@j<DVwcMM;9I*-pnTyNSf;Lmh$A7Q
zUZ6cCcKu?<8~+OJk4}sEmFbc(zdo|^3kG;#-#j*)XZO#Z=Kn)W)g(J~71`0o0&J;t
zr>PH?(4OWkEc2-rJFmcbcfN7B2&?!m?=q|&Tgq8x$iD86!eKJ}EWP;|ll0>5m-sZ?
zyki?o`|%b26CLn##!@Ulq~iSYw-hCJ&crLfCsLoo>a^-Zig0jU0G`_6L6|fP!+8hh
z_`WJUgO?cl5)P-h^J&C%6I8mhk(F$ID#|FS(nKFCxLsX>rFGe2&ff1rhtEW^4$Fr)
zLoEzdegnq>)`Q-y7${cR3;WI~lXcn{8ZT1`s$)x-_R!0aZ5>8Y?`LCb-xaLB%oXM4
zjH8`Z+^f1F9qwe_6u+$SBA?0q$WyKghe-Kj`@~=zT|FDy@|%R5EN7}+mVin_N+EAc
zJgu6Njmt}m*yv%LAL(pE8!!tuB{|~mQSR9NpC|rJ*hasmuBPg%N_bhz8vi_*ijMY3
zv)=B)z8gEC*R+)|TZp5j8cpyt^AI#wd1G6eFU(ym2a21DC}F%4MuIcSHLYeox1`a-
zfuEsPn9_p)Q&cv7#)c1^$Icp^Vy@Gx+34g%Oj0n!sr#o0r3U?I)Szjkrp|llAt#x#
z)oRo}dx>f4%hK9vPvK`mEql7!7}brkn0De{xOb`_RQ>uS_`k8H2f^{oSVkGmtQO+B
zpmhAF6@*W|e}IckIdEy_26|*ZhDzhZ@St}R96xuKsh=xghrgVItI{*j%H|GJ`l*Gb
zR;r-#K7o3)<)~kS3r+G)px*a~(yc06Y(K9iTzRd6`xfpZb?G8e@$(>|lk+zAOkBiS
z_p9)B*JRpv>!jFoGLyz|_7C=T#kp5TQmlD6x%5=B<680X*TNk`T;74oawlpFkl+$e
zClcm<hb~>dCv;R`(yv}hT*j-3GM0x~?e-w{pJWBCjao?0-p5he3Ps9QFsEBrxr6WG
z8mREgg=IJYg3P+LEU92WEz?)0<9G7K!ors<UMhuDPS2pJrHQ<2Vh26>70mm?E^*2k
zdmOuWJKNS<i~F|P#d)*7h=-cE`{d6U^463VEnZu}h|m_%>)r-(aMNZ>6}Hm-RW0mv
zk_;|(GQ<U>i1*cxvAQKqlIHS7?2xe<ZLQxbL|%?(^t+w8e>A{p2D!A<I+;5DBuQ%C
z?q!mIDf~VY)-c9Ph2Pz)z&>Irt<;)8EedgL%h>@~w0WTTBSwuZ3;glI6&ZZvJCbgS
zS=<4#lZpb8>2$?T7QWA(ucFORN<qLki!CUm+Z^qtN0XDo9=5i-P%<Xr1e+)oK@US`
zP*qef{{9|-74!!hR`YWe??Sn7hi#wGN$hjMAY2oC8}#q%;<Y8QLg&&5xVSJIuOCie
zkI)8RA5liP8qPjRkf!15AF|a&-`FSbCP8U!JZ09Y(BC)GxPOofzE>Uq{garu_Qpk~
z9cxdk-LAor*+0a8qopviHWN&aECM&JXd0Y&4TfHrjK@FBz|yM)@GGACr`%nrb!`W;
zh}S>|pEl@uI~@L8FA?3;vm1t1tt9Q`*_7~L7jC}ei!zQ#SyR2Jt>Gps;GMsmZ8ur|
z0ULZkb#Q#34c4yLgTAq{G{!LrM=a1|#($l8cOem<KAKG0pS@Axq6^RwBsW{$1K(}I
zHuX2fUKgiRYI_zA+QNh)T_=3`=bpqsGX+lsWT9NuM@USVjxRNz2ufQ;VK`^D-c{tC
zz!*iL-1HxGEV5^Y>n&+e%^-YN9WO*z9F!cJu0ppDCa}HsU%-3_@H68P@u#CaT?)Ix
z?wVYN1y{;p?MhRG=)qXFHCcdJMuJ0M3p$lJj)v%N!=AE*5Z|BgkCb)r<5ve1e|b>a
zp;4$(q65vpJlFv4?p)S*7q)6<;pjW#VeZ5=IHOTRFpc2;QMEX*nKvBsC+(oNyn2uy
z>_T&;xL3QVj@>=G07sa)fs1N1?cA?Q(o_GkCx)er)r_HDnY*F&WE_QTsl;zhH`$?%
z$HEXteUd$IiaBRj)3B^Dl&~lqhxd17vXd%dxrrQJI@9VrQ3}B+Rvz0+w$kcYe;n3t
zJ-GeLpq6SARH<D82cI2gs|yM-va+6yzcd#@wrs$a^DjfuuLLG8^TzY5T*SuZak$x-
z_f|oUDg%vq9#%q?8yDiSK^t(y0e5=KoiL;GR*_qcIu7I=`=pr{z<+EQ`~Fdbs_w3!
znO*BaxYGxXZ(U)pK3QY%duh1csV?q+ZH2Xi^J%QgNc!@u7u$R^3c6gbu=ziEzw}!p
zIF^J<0%i?lAN(_!jAAsNczr;KP_?FOmw0yIRg*Ytf-PN+JHY$;U67aTP4c@3<4eA$
zICQF>6<I%Lf=)c%fBsdHaCZmJY?#9C{_2Nb-8!Te<;wITC79z%=%zl3jy+r6aH%L1
z2ers!&+0m%y&LF7Zyy|IISjMTjRMUrhgrshbWz<=kG3yA!I`zr5H%tmO@_wfSk6Q%
zShWWmr+6?!>jUumtuNmBrp3C`oWO3!O4M0DhziWO`${i>zC4O2^Z1GAd(;VBI_u!g
z--#r@MV_3$O(t1CU3z^xm)T}sW|v+zN$mLl$8zsctgpcd&gR=jxlhY*6L-bp*I@kb
z&=~GRST25>+6f*`YuN1B&Zw82h1X_>q2kgwcBql}X20o?f%<TohSBWB10VL-!~t(C
zaUh#HGBjn&J2vg(WYCPM#+r<q?Am`f8{XYmg#XSRfaUtic-U(WeqA__Zp6nx@Szf3
zX<mRw&uFralgijIdpnw}9!dpn9%QF7mOdsb;#jE<>|c3bywU6@&V9}Op7zCPn>!bN
z-ECr*)@HNu(xxa$o-9~S5h1fV4i_JAM03qrC@C<c%9KAWQo2Hvo6q^z-{wQz6e;p)
zG)7$ZiG{q>C-uiUJfpasot5He?~4&=HZ29Oj=lzN^GmUJM;eZV&2am33{KwQF8ZE#
z#y{4{DC8!AaLAq>>F*YAygkhh%qwRa<v{|S{UqdCKZY;!9mLJ|^_UA>f)e-flzGGg
zf?jPy-N`FpW1+v~X>l~OkI}}IE>%1pv4PK1YFPdHSe(PVgR-fQ#J+vgQGLxoI`Y_=
zjGqs6b}QEa8=a9b((XLV++;)=$CBa3)Gp|AU<4jDDZ*^qe!_?MiuiWpTs)<^4@VvD
zVO60qkkz9`hIQ7EwZxQcwuVVk&S>G-8A-x^#YGtT%LGT<*^UVTJ0NU>1#0}>#a2X&
z#>^FE%yEQ2zhj(-oBba`ujC%+$gg5vi!Z^mSA*z8Ng7(dnMaFzPP1y>+bA3rge9Mc
zu^){Su!Hj)r}PV_Esg1rsGW~WT}W*<qoDVIb1*>qnK<P1adr_ocfyMEl;4fT#aj*w
zb2j#&J`1AR+>iP=HZFvnp5=tW%Kq5)eiuspszCXBNvJTu7Q2P#?C6{(vCq<2y!kJj
zy;kf6PQRV#eTX5pAL7g(#hnd9O*7F#)T5r|0z@@=LVnsKR=Q(T!&@tP_CJcwJ08pL
zjpJ4#Bb$(!T^S*s`&?#7B+{T#N*ZWVO3U8aJF7?(X)4csu9B2eDwX=SOGA6nUcdAE
z%b#8^p69;LxvtOW{XS(B21Z>YarDMa=$(9>=v6<aTDPm{yP`JUdbK9rx#W$L^v8hO
z*U4CMIELO|Jr&e08{qb`0&?0>02z5xxm60@uwu&re#JC-STg%Dz1$qed6{sKvx|d=
zKj(wnW-$z&7yx@J?CI1k`M|UON<p$B_=-B?0gc<#ZhR3;pOFg_PZ$%c^)qo@dk-<t
z-VGg{siZ#Gnwy%dL~qNjA^rQZD7HI*45xsriq+U|Z6eCJT0@_c1OzX!r9sn_Kqxn#
z#M`iYyGbgXst&|>_gUonx<RUb^)k6RdmA0L8V|RsBVcQnJC1u@MuvV`V!!S!j!RfT
zUOpO&;lmr?p3P74-JkJ?dZW4R&!p(9R>nj1e@o-pOl=N#n+%Jwvs+vM808z%?-2{(
zhL<?WQn7<rg#^4D*1$=93xNairJ#{B0e8Ihg3Et2xNpYRpp$x&{5ey@Tgn~)rwP?G
z<xm1`F5N?B%B`Z+FF(+{qlRdIq>P>)p^6{xNMY0?#_pdI2(BAevHP4KO>_QAhTo3i
zmUOLxwBxVnhdXOXk^WS)d+HA3@QOpQ|7Z;Q%HG4%#zLKOHgtqu=QW-85YIAaJP#j<
zT;zIAe&{ES)V@hq+;An@rx$~0;Rd>1eJSg3HuLg>*GRYZJTM<y2G2yb!EW4a+B-d$
z?bZhAY$-MFeX|$eX2C&EjThLzGQt>F<_!E;#&g{Z$nuZt!N|}Ae?FZ=jK5ES1r@J&
z?Oh}IJwg#`EzZ1@cTLF7{5V0>6hHpm$4pv2I~%-Dba1B%6;SrVd>Wso35tI*X~ef+
zSXdJZebO(4%H8Swj+blbRUIP|+SNza*MBC@UXP=$dzd#@F@+bgFM&S&pR`s&hilzB
z7Cz5cgr;+hv-~BQAAI<Te<u(p%Ay%iJD>m!Cz?ssXbIfgt_`CH*Fk01G5URTJTB^+
z3MVA9$vW{uNGsn@RboGLpImxr$FINiTw(yRnz)ZV8DB}IRP-^}Eg$^0yd?=gH}X#|
zkEbd#A|T?TkZwO?h?fnN;pY!={2>CU`7oaQu2u_^Qd2<bixwPoVy=W(87RD%1?ya0
z=yZ8wD$!R8TXs9cBIa{?Z)w4JC?g?3QUv9i6fwN4kIwqD02c0%LXCA5&?#Wu(9B@L
zS$P{+uTVwxvqv&MNHV#uJP{=?7m>6NYUnce1(|bK9u`|of<<i#+%dNo^i)<L`A>HO
zmFEO-j&)-W-apBiMJdDA<!6Y-gJn=FE(x_EKgeAhUr;@Ll-7)prn+0FK##;TdSawI
zDHR6d_POa$(X^PV7bfELYbMy~SOd2gG(h{%7vdheo2V@mL5q*CsfOlEm}b2PQXFHM
z=RB6mo;Abe2H%DKi_FQ0Cu+E`%@YKy$5(R<i1uqaXt|{dZ`Rj=)tV#3@aA74<?96*
zweg%pfD86}H4~%VCA4GJS~%p_2(!a?gOg+cprB9SV>uBV?ImzNCc`o2E;Uu}p;o&k
z7#m2I#GU$1PI~rmR^HFaZ>vx^mletX4je@~7QW(3T4XVV^~6R@vc(nMbtL#%Ce)tW
z!#Gndp!;GmUJo#%f3pwK`EK9HtvY9Nt>S(AJyA9%V{;(UQB6dI@z+ZB`NP6vJIKh3
z3&CCd6LmClg`|Uq<jsU}aI^RswVJR4o~i7hflfJadek`FIqf^$ZCVd?{;n7~-H@p5
zv4M*d+=yAE70zBdOc%uHz<zkk#aww#yJf>bc}*S{aM7IYc7Jk#10zZBbS2UeVvQvV
zyI=xi3TiSB`OM@X?p07Xt+tiL!EPHgYn>0vZ-{X4&L5--Z}UZ$0#V$;1nkOUVWyNC
zKDc6matF>4sfZ~gX`U9g{IjFkZR{)iX*_tI-3?l~W!&6KJ^W=gmdx+kMXhdCz_0u6
zI4#H$#p+XO=<2Wh%~OjVgNzH?ACE|-_1bUf-g%p8@cA_`+Psn4FOq}Z>;I5ftLmsx
zQx$x;+X#E}-%#n&<8(iBEIctVhw$DO{?c{>bbenBSFG~{qee;5$zzjAbb~3qz#JG+
zk4E4{xjbT&BP7S!UFAnjF>LF5LG%m%-zimRpC2XIa@H09;1&?=xkSGFD1i&nq2NE^
zHC?ThLT-&b!^O87;Og$#aG~iE?>xo}jvDCW)h%qcZoHAXwNgRg)<Gf_7sG`MHSoC8
z8%u+e1Ou&QutaADk+Q!)hEmr;s&WYAuI(Tl;a6#_-yVLRiW!{v^pJ5Z4d~V8bQ;!k
zgLR&3!Gq0GZ(iLA&tFfc^FIZk>GmaH{PY~@VBZbxO^z6*{+(XoSqxIiiDX6`;5F)X
z=&kZ>T4DZ#e0}<f?2%1@WW5kR?vXC7OIrmeJp$+=C1vb8&;Y&X#W<&Lmx;+ue-JO)
z1Fz;cLB|&*f!V)A_&2%^W{sVMTHm)bPr^9zx9}5*56ee!=0BViuS=EHJ!wL46l#4v
z1KUre(ylFPAY$EuH;?=#r-Gl*R_877{a^`Qdtg2}=I4OjyZZ#be{3<oY!lUH_|0-n
z4hJ_V!K&aj=xxrp4I^KW6UJ6>udtE&j~|T+u8vganmw#)R0i7<Gojb>I_YeVrw>1<
z^F~LDN#rhhY?fOA@rumNWFm@zb`nrx&fN5pAL*CH-83OuhkQ!1p-w~wR}|#H?IkJT
z+aLxlVeI}SEdq;QT7ayI7A&t|^YrX`B3vVhMEoKtu~8SCZc4|6TfFg#F>@s4SV7A=
z7dkC881#a|F!J##2>6jo6(a3;u_0qr^mHUz59L{R^*No_@P*#onLw_nCKJ<YJs5i-
z6xB@j(nZEcp?Gl$FLAbud@IU;_m|I;YqQ=_VaIDy;1!9QyA#0M|F&?c^c2QB*v2U^
z&x(HMG*I69MKFHyHB#-W$Q*V;TBUJ@7iWz0M7Kzs^ZNjt`o+2e)d%T=*SlzRtvp(?
z=iv8^bI7$4b^2BXPNr}6z>U$9VTsH-BImgd%Xjq9IM##zH{KbiE=~nQ**f~RA)L-t
zy~EX;Rba5AE$;m`3GXa0rBB}H!ryo1#FSslzmrYC39g!~bKFn&&xme+xBfUMUmXNZ
z=GL$=dNX;S@sR%QbHKaFL!^4C5jpdG8x+#bc)UXqjD2G1t%hXy>spVRYX0quFEn$g
zqzBzDff)BA8Qz5MWn94#xMqwwlqWkAGP{gUy*L5}djfEDaR^#0lEF=9CURNjnxt|3
zFB*~ANV+7qlLe2K(cJm*_}{yST>j#*aC7=TaA%B0_b6xnTi^`%Q@#gW48l>&LW|Bf
z5U1PHGRRhwsdSoTBT1T)i*}D@kr~%@$+gj?aLdXH)B;sdf-!_MHaNoSnse~f{v?)B
zY3R{!AwD1L>C(`6x;;V~?tC#PS89ww7=4~DN*9vvlb_T2;$QT(@(H-#&$=@U&e57{
zJIO#<6mp_rWRKi_a$;gN;|})Ib%nj8==2t9anco*E)(T<e*eaQGt9)ve(BUn!43c3
zeo7PO?|~S%=Tv=s5Ge}T2C5H!GUxRHVwLiMU+lqnw~VD1X19tAHtl6Bq)6hY69=P)
zk3&YrOX~Hi8_g!{<fru;35-`yBl#A2pca0QE@PSP3N@a_T8>1?LU!g7y-07R=z`ss
zTx?5{gu$_=V8&BJu(#euB=^mQU4spHC3Y!T>q?@?UR!Se*>;ec!;!5HxkN3O<)coR
zW8}M0^f;cP1;HZJMSl}a7?#F>vR!Z|aSRRA9fc=EnOFFwIX-XR0gD$Mg4DF_uzIx~
zK2%K<DE{4y>N6*BTORBn2U!=ZUA7Fw*<5SK%0$FKXMD^0EFC3ccyh8Fn)a`Q`m@{U
zWOr#C6?9!Vq|+gM=aYtMVLzzNm#J9Bcq~0@gK*F(od&Z#WaPFPSZT&G7c=Crp_lQx
zM=in!iuGjDnF3n*&5s23B+w}p(x^AQfp?1>p!qN58Ta-ZojawRdfHa-?W4Nc87!07
z-wj2Fj^#vtSQb^6C}Z;65$yiYG9<Rycu(j_`0J~1LsTj%-JH%?;<k|KKLta>FVaVC
zZ0GB20O5D1V%|4*vM$&PRVr;AcR9Z&dhJdaH#$?WK<gMy?Mh}{%%^1UO>?-W=m=I-
z0l4Ja65MrTJ#jjf&6%yVhspmXz&>e0UDeBRT~<A=k!Tk5)iKsHKLeKToCR`6LdXwG
zA$6E%h+}rd(fdiiNPmI{9AWRMADanQp7e#YYusQ{NC`Dq&H9g@&eFGGuDr>*IOsA|
z<D)<PCM);15vSp~sC}Z9YR*<7q3YeVbK`M(KbtvrY;!pCg_B9!>H|ctji)9{gv51Z
z72KD-MX<yZ9PIazG<`MUo$KOo=T!}9Srvv21}jk4R-M=!%AzfaH8g*x7}TZR7Y23d
z;}}^JFg=<AJJ06Q3Hn*|#ib&0J!l`Frn3V0kN{HoJc#<^1LB>mNMBy@gH)4jmK`fY
zSD#$woKYiwbBp=Dm^I||v7==7@l!${Hfw+K_yifVUk6h&^Z2zzif~N3fDTzt0@olH
zSQjw?Zmf312`d1Wx_{$0Sj$o?m&GtqKAj{G#&%4SBJNXKiNWtUIHs=;`EypYE>A0Z
z?QQ_gsDot0i<x8u(Zvrp?oesZGIEo-!VZ32ftxQ)A&bAvf(4rkVScwVH_tQ(`_(+)
zXX{jmUPJKZ{4hL|RVkE8sHKOc^5_-sEC^EnN%4&UwwD`$%g?8DN~jvXiz)#{%_OkZ
zUkK5QTsggIiIDFf4WAcAGS}^SUSXmKoOmT9SJ!0GnvbbqVQh%u^ex?1>rL9Fb6`uI
z45pou1C{`X$>O6}zQv5+IkX5SH{{SKF1DEFcYu1JCUfCPz+clAD4iTk_MDu7wii<H
zON1Ik_lEFg2OK~=XE`omd%L)k)96n3gLHn)0ixq}ka}FPfJtScI6FWI`<Vy9DB~*a
z3^9XG7CRvAvnFQVSWN=z*}H3zGgLfcJK5$r$VIJ$pwwIvBvir~6(jKdvdIuQ(9Lqd
z4`{aDBB8FJhL)=8@Rlm9C%O9riOx&sgeI5BC+8|s9$iFdzI{hSYmM;9ndw+QvzW2t
zW#GoLXS7Ps5S+GtqKoGR(!bF=A^K7P3~pECr}b`u?y!8aK|2rnEA8-X@fv|dsV}iD
z^2g!c5(slEWQ^bfa!NK&5Fra7#%5$X*QR3s?rKn!UjTOxCy}<O5s+EC5b8`y!1T~6
zdbMOayWh$4^*7xi=)?#zPwfl2qv4H1U;U5|V9)Mj8Q}OP9O6PPz<Kfs!6?QgS;+SO
z0TwFgHzEPfe$OL1RdSerXC{$i_dCfi#?V%Mi~M@=hWyQ!2j>y9$>7UAvPY~MHcgt0
zF?phBcxWuSQsfD*Snoi?(gM~6iDG5Y9bUg%4nvpkhN#3<M5=m#I>_JPw63nD$H*io
zc4j-qz&zr?7@=l#Dpsk_f@xMN`236wjEpMh%j?w1wdILq{JdhY@iC)I_SX@O^HorM
z;vQ{Vx|Rm@t;D_OHUiUllM;D9h;wzL7e)r+!!s@9xrPfFm5@udQf?Eqq-63Y@;o_t
z(F7&D9?%!zEQ5JJ1@iKw&~APpnENCH9`M1qDQsV3<4Y?;TG<`u134=q2Z}rNaLaOE
z+Wc!gY@C(`H&`a_^=Jc_SMr-)yP-|qrrM!uoe8SlJHX9boeKk#O2PNmHFEs$JNoBA
z9DVD2l=@pH@IUiBXi?A@2>g;oGT$hmO37Ljd!CA`#U@axQXNz}%lu_#*Z5i8`Sg);
z4ldX;%y#(8@Thwatx!ou{S8K__Vo-mXf*+zy%Pr;TMJZ)V&19cq2#mrEi#wQObR~v
zz=5hPOnG;KT2GsdULA`ew#yG!Rd$o(OE!{Pi8u_1n~Lu&({bg&Nob?J1SO&iXev>_
zO^U|^r@Z|jdAtrR<9?CWGr6>`Ae^daFMz~vi(z2D8ovIFBt??-Yx=z5%pFTyb32cI
ziZJE%(%Xn<+h=0YD@KlxnY6(|3`(S1xPsQx<dva3Lc)Avbghl}4rimQs*vjY%EOHM
zYDddw*NNKOGCI!pC^sc^g`g-?6W>&okf9=3D7mtgRLq=-BK`AVjO#J}$lW3C`gysN
zvdbHYYL*$!l-Z8`dVeXmXb~i@m;w(k_ma1aP3Z7zC%U+~V76H_b_~tJl}_ui|J*L}
zQuvE|DW{9xjyAC2VF`9l^@R<y9LbYqHatH&hwi+bfn~AXH0X>oe7_itKR$72qyCN9
zgtKRKT??07REV3#OvT)Dvb1>9L9VmF1SWiVLqC{Sa6c@k!hc&t;c5Fr!o{m%)%`29
zQEe<{EXbg%7jDJT@7?H{Z_>EpQVRFWa~5Wd&c?4T1=!pDg&X|mOG;WYse#LS><!sO
zK1@r(ft*wf&CDc|Z>3Z78;j6Fr<Hb3^&z7t8^X4QH8lK|GI207rzgLf;%bjBdL>#B
zmQ}Tr@-BI}5OtSm{H~?xPiH}BY!)`HJI=40VTPU|5;WN6Ay<9Zi}lIdxliYuX#v@U
z^FG_d#w0&%m^cf@fB#CtFBj16a%K9kCzon?8qk+-Vo=FS4U7zSU}c&G|4J_j&+p1c
zHB`dTZ#VfIJWK^mv1l3=jg3yD@Ya4k-q|ymE2|xk8}b?R%FYjG4(3s3opVI6BOf_G
zYij3g1h&UzAff6$C!`)M)0~TC<C1XLq6*zSGiltyWGr8wLmaBdkP6XQ{5t%Xxa%l@
zEZ(6>Qw#C-J$djRzXsPNPsQ^O2p0UQ<W66^LbiR;g<IWo@IU48blka7q+~?`zSH6`
zqvV|+aDfX>Xq$&W7F;8J>s&GR=MA#9PZ@lF`OzH<57AlMCSgF(MLOGeFBKQhrB>w{
z+&#DDH2-=dztL|itXq?fe{Edot+nOgE_gyqHa#MW#n;<sj8VlYfsAL}I}vB7S-|hP
z8bo*XI_TFnhx6Nt>7&*oq#s;h(%lFAO2&M@IHiRwjrSAmKN<!1?we!7KnRvb?uJ=T
z56R_?!^C&mdOY{|JUukp0+V0)5nbo$=)?L6VOILEBsmyI(R{f4ZUdm*ZqVLg39qt;
zPk#2Wflm{&iHcM{RXQ_3?w<&QX+CY_k-Y^tOj%CHu8hP`33<Gyc$--4UPHg%?q}a`
zJ*fPq0J<}7ky6$f!<5-neSrp42=~DC<@vBe;UIl@E1G$u^|5(X61csZ#a+7>OqK|2
zafvV<B5Q-t^so;7msv>E99Fi!c38$AoWFweUY`Vv&r8I|EyeXCEU~DioQVHxfChs%
z+-@s(d>ytC#xOR^yC0)y`zv{97rRA@pUr1{F~+p$Q5Bl@U*cqjWO;|!LOxQ_3ibZ>
z@{i4r(k;5bh)upa>3R7{5Z>j1<5pU=UlM8M4vw*g*maq-);$*<i|vQaa<wq-;4*5q
zh&`)UNa8K{>X>v*j*8S!+SX`~D^`Y*x7EI|X&?ng>OP`r1uN0-(=aL8_Jtnq8x5D|
zTEIYqIhiLF4u9^?;mRGyLBv68_`EuT7!;nOHkadJ4f8@QR2PM7^*h1vO);-^#vivo
zn}fqW=Q-tdIq<~Fhi+V>i#apu$o?2lw0fFF4@OpjXgA}ow|}5r*BylA5n}Y;YY%Mv
zT2Fq>eoAUWWH83#KeF}9FikGY1hHS!xcpNYRBLfE+%0)e{$(bBjbkd8^SBcH*DHYd
z$dM@a;|4kLppO5L5>EU)%OUov1=i(khdV8o$=u7==;jHgc)axzk)9cgLu+Q@(JXmT
z@N|NABl6(-?-rp;MIfHjt0tOd^`LKV!*v|VpyNLb)3a}bp`!H$xiiZW45X5v+mPiE
zJr**yiVxi#KNf<{>;m;==8O@O2gmm%L0s-S>cb6?bP2{axjqq3hfl}*xnIfGzvk$^
zXs)p6WjpN~w+pU(-U!>oV&Kv8cK9XzoJ2lh`NbMrc+}52TD}h*-&Fd-o!u-;xJenm
z4Ox+gVH&XMmo9BG3kI9oArg0Em_K|e8Nx3u1IfsX+?U9MwAil(Bm{Zzt8z3i?d}dQ
zQ@R8PFXw?u&qAoI+fPUBI}RRuy)jHF62erpc#Yd85G6i9b=7O>gM>72OAm%PGeQbD
zO%Obd2XQ}RY@X(fCdpIb{W)`3@OmW8CU(%<y%LtJzeO%rg~D`WXX5kkKJ_nQeI(wM
z-A_)D8{elva90z#yMkpoCe?viL>=q2D8V^56}%m#kC{$yxMVAN^c=WNhubgFpO4bP
zv#%LWOVm@B0~YwmcqHg2hI2-p7H~8z3kJ6xC3zBuAbt4;xU2Y&ew7pf1DhaXX|V<h
zU&Mp%#3=GFjPUzBQt6m66X198QkbLf4DvFDoJ>JA*ScyG%d)G&mMQ&2MoE@T9Apl&
zPFH+Yy%*+~#6Y@@6Z*|{f@4nFxaFiFUK5Rmo=cP9Nv;I;+)ssb4K_G(<xTqG-70Y3
z_>K169gFVs&k=Q&e?R`t1;Wp_((wfc;7dUWC_6|nM|nDQ?@6RV{C6%o_!0fRD3i?0
zj0dl&lW5u!L&~cf!;2j(=kf9*F$$<4>hpioF;|Mo@{zX4d+1V?Ym9+W$bn|&Au^D(
z1=j7B#mn<5A#tbzUiX_(_YZa4&5IG_*Nr;1(b@>|UF8t7bRN_>UE+KCS3>8WatPk0
z1eb6>U$<Z!dA%>+QR4V)=K4EB6YsT<f#aj#j(;LOt+R_7fB7tIeB#Mn=yia9FMUYo
zzBXE@a*&IaQe)1KA}Dq0p_OS0=q>SyvZ${^;@29;7LLQso0h?zw^f`=M=cmz5jx|Q
z1TSBpi+h}!Kr^g>xZxnn(|x6xtoNS#Ly~<?XTng66Lr0i0H@Ljg#CNMC7sOzWsi|`
zZpQ<X|N1b@I-SEmZr=mnJoW)9v&=i)1Gx)oVUgBO^3RVkmog1ur9>wgy?Gp{JiSKG
zx%7~sXE$m1$vD_{*$A`R^ssfeHS1vQ2Wf18*^IlqXk0Fp|G9*2Ij_YpJyuO7?hS*M
zcq2BO-2ltuO<~d+OIkN}F>yNGL#&=3fFhSXmY-LoC-16)#ZWPMtD6k&ZH@Hq(gZkJ
zR|m4GNuWNhj~040a@)Im$a=;XnC_DgVV}*QK1UqGq6|1CcYXfG-Cz8s!974eour42
zv*1L25Y?&AreD4rW5w$VxWTfS4>If6PSyjPF4@Dsp(5_l<!XpJnnqF84DI$WC+j~X
zvFCXnFQt+Lp1YU8=A9$)Z*)EUH*W-<IM`3!+n7^1rG;p0Zz8XM>=RsE`kP+R`^&ek
zSW5Imev@97pQxSVPf{0KfYU5ld|Mhtm)_h6_vaWw*aUr09obKgPku^tCpf@&w;J$K
zGQrS8dtv|MIUu)vJsjB=2R(hSxpeQvFzbaB`seS1;1xTGHscP*j+#UxOvkc!>T9||
zH5;I-iuk_Y3Ozqq$F@ibpAB@9T9*L0lB5rRY*#^geIOWLK1zCSheQ6*WK5bC5Atru
zc;$L$kP>~!Kkg8xec$czpx7q3GW!(?Ry|FnUvZdz>=Ct5tcOd(1N7U^Pek(mEH*DN
zfPxEk;4QfTyt_*2Le=Fkb(0TGxz@{bI{7rDy9qY@Hwx7|3t&;}ZHM<4M}f|dRM_{$
znCxKPO_^C!FtKYbh)fQrGxzR-=wFton(&Y6%(KJ4Y=@?poz60x%U}$1csh4f!wu6$
zfo%UPa#vablGnc@4kt}fdg~lId9oww{bap@E6gQOPz@VG)M=JY6Ih*1g5E`mu!V6b
zZ<a^V#f{$Z=KO79I&~H7WAoE>5%TzCdz#=z#3&fdSB9K#?}?J=JzBNt2RVLh7W{Os
z<z`#%g~irBB(3=&KXm^y+3c&1<-bJX@3MUQHP#0f<rKoVCGxn^*$Lhcm%vJkm-N9<
zDQsZhW2?T!l-2rZll4hz`NNhNy7dV&PROB(Y6tJcJa!ptTxsmj8tT?=iQnF5!k}O~
z)lf*G@j36vi=is$E)At_x(#rlu?1LJ5{~+$gGYHPw9jA+rVBc-kvSK>8Z>}_^&m$6
z^a7WtIp9besdmByP+i(ZHotnp^Us1w$My5Poz5AuX*A=!j}2z*vSVcTvjI|hR~GZa
zjZtmQA-a}viUqR^AxYGUZ;rZ7vJMJhvf(Ex$gGE&IB`f<u!j4uCUaU3mcxL>OLApD
z2eX#AlH*o^c*8FN`V_Xp4DU{&bN4KF^IkRIPDH@Lw2I7*D}|HKjNsx3XOwAA=H;^e
zp~m<Wm*Vo8M*4mvLT$z;d{71HmOseo>m%{MFOBe8Rh>RfK0)WRoV$iF3+zSm>Bs8_
z=`}G!#6d-L4=ke#0(7~Oah_oD*cD7J8}h6DQlLGJ`Kuruj+wJw{fK06IO0ZzgY)Qs
zpn|q%hr){e0x+Dk5OmdA=)1=4WKY;f+TYyG+h;kU*3?i?obj1#zbl1p8Q<xJHMY3z
z)Dx<{u?fNg@`-3j8tj|o3YL4lz{9>0M&w91nzQ@-DUF%*pS>ICyU3#G{6w1m@;FU-
zpn*$Q)<KZ}Q8;i7>Foz5(A?5Q+M`%LCgnTVY<rD<l0OK+USr{!-59J0(FUjWx;R?5
zip2LML7)!nX!V$b)%z#ZeEd>=zo!_wsfB<?h!J(T^ow>C2atJA2|~kfq3|;4Iax5(
z3@=!+|K$nBCD&5{iNue*`{z&eftn*kx2i%#Nds8tHbBv#K)xXTEHPvp#;H4VVWib!
z$X&RZdKsn(%+$}3J2w>hp<8!}<ugMlxaY&Uoc>OQ>PP7cvn(p9B#T!^h(eNo2@PFz
zip*Yih29*qkM>>o!R-oUT(|RnG?y6i+rM9=OaHwi;u|_0&jw_}7%-)i%5%V1tq$hJ
z?i6}G7v(xi$H2+&4G=fV0oE|*gNO7w>ieJ`mT6mnw`v->YW#xxzD^xOb@aeyW+aF`
za7X2wnPiTBGRr)w;k?#0@U+R8Y}ECHHmzHn^kh%Y)2$H#hPJ^xmVdZ#<P^Vb*cDp4
z^l;bM0@x!H0^woIx&2!g&Wo7wi#t>3-`rm``FtpR)L1R-KgV2;(Gs8=H5Tvc%3?rA
zB$({cf;Z0R=pmN|!Q*FN1z*CAxPXJcu=&|t+L^Kk^qz_09I0~HGR!jT8+JgKz9dAv
zu7#THqa?9a8N(Kig->r+!_>AUTKX@E-i(+?<SkCLuW$N~eEv8S6E<F@i~lZ!8kP@o
z=$1$A7+Hu7-32q;BtUcbcUt3NhI++pzR4v}iHJsa_8Jm?mK;lL&JU25->czu;Un@v
z3!uogm7ew33)T;8@OS4w?(_LNzBGO>)F_t1mGLL&my)+6t-BeD-wOHdpM+%DPaksc
z#3gFIyb`R&900*M%8Q-LrLUA?Ve-ow_;A$(g6k^5(6@jbT&sc)Oyx0amNY1FmE^_h
zi!^2OAU!Z^C+tczN3rAOQ08w7abeo<F}9p+K{v=<@tgN<3nDZ%4(^28K<c%}^mIcu
zNz<GSqKpMb8eQ;9?*p!2w+P<9luJFQPQ-6)|KB;6aRxgQ$V+JvRFZtoHES|IPt-Z`
z$+MQz$=(NYE5^|1qxY!r$7EdUXn>EyD&W}he0b#;Oa^A}ge`X7)QLIr76lZ*j`PQ;
z$~u33bhS7qXRHj{0)J7_uvhe1<71lo(iF?Ks-RSO5sazlFicB});^cyovIsY?;#Ga
z)TBY6d?o$3T>}GlC_&CB=KET3gq|GZf`aj91+l)G_~$?kypSw`u^oDlw!KwYSj^Ki
zY^SmM+*NLzgfhCUXr^K=Nzie`5I=93L*?7VP%lv%4=d{cS7{1fo5%5%#}mn=r1{YA
z<3Tn&4x|4XWuW6x49MjjA#RH&VdLGk%=6en9yqI^g8d@0BUK9&FXYk0mT~0KlR>&V
z_&0sFNEDYl>p_+EE26$ylJ>q*!b^!eAxT9*lcX7gu0<3QMg&8Poj;C72ePeAkt>~D
zLPjaG9BRp9PG?;)?AObIu`&zExexh_OJ|2|w;$0-V~&#?`A=l+Pfbw1ol1{B7lm(C
z+wtD#Uh0l<Y(8p7LS6Fs*v&z>rDuomNMr=4m7XFOYLC*A5huvj3qd&b*JtK8Du(z=
z-cTc{Pgb3OLL7Duk?fS6WL1U{_TE2ABlr5jT*d-A$L=N0B18PWVAjRUcNE%9FoPj~
z6|iUS$7cf8m7JE$pDxXVb-sbLy67r5!EidMDqaCK%XY)u#iMatRx@m!TLy`L#G!e1
zDXiDu=Xi3$B(m|?KIrq7$L&U<XcS#YwZyj*QA;V9bgP7DCyfQ?p>$IJ(Vx_<odvZ|
zt>N#85Zt{bj`vxbLzb=BOZH9~qOKS1uvt$EyYA?L6zj=J{fwsj>#O0Y_*@A4&ld_F
zzNaM`_vwEVMex}fWf;_|fF_$`G^g__?O3Y;(Tiu|pNF+DvsH{XPtb+v0eKoX##3M?
z?Ztd4J=~C`4OngPhR%xyu(8F1ocR?Gr%FS?a<c#n3OLsJ3IrwJKzNiSz{8J9X!%PK
z{A=9KdnqtqdjCc8?RuXedP_a+5w(MuX)Q#gKnApg0vsDZ9)fyb(t;V~u)1dyv9YNE
z@ko38q0X54;`y*oMi=_CcJWi&#^8`h5%iH0B+6$GJ;z<=(yix$<J|y$*GuMAa1X=^
zwwoQ9p@ioJ91i83A|`vx!DiY*oE5bdo)pcZhJzQW%R&p>HnxX)>^)3VCHo0cp2Zwz
zuj$4`iBxQlHJP~B3;%mk3L+gP!bI&7(0OgkmuyXi-cw#!|7RC$VEng4MNOP!u>m^8
z-jbhz8$cmCocC0Wge7yWprYz4_hm?wcxng3wYi(%h{107HSZF=Dq2a`<b}a0xg0v#
zXbo95W)j|7ei)9w(*zkA5q#VAh<L{ChJKb$_;}tP3&Y*GY3#X$O$p>!`W&!ueocOA
z<$`fg3ar{c5vBhvfqa*lD5EEhXIMUZKz1BHH1y)^%*Mf*8IwR+VLB`g3nHS&gP?In
zJ^lEy3`Tm7#gk|J@TrRuMx+&k|Ijy1$~%>ApDBY<5e@KHHV`jNnM!iIvOuuvH2wNe
zjFzVr(0Ljv7%ntK+khf+boVakDlX?7HZ&7)m<?4iO*HMs8~RbjfOWByaDq)Vx#vHR
z24y5clUD>$cu-2$9C5@&!7MX((}QIn^@+|Lf7}~wi4Jqe!&*BBy!=uHYCJZBgKjoI
zZcY{m=PIL)h!^C|S;_LiW9faP&ET`LkmSofBKciA;IUvMBpKJj{JojN&%e8<!iyJV
z<8c+7w!0BFJ^xDcts>ysf^0a)yFm1&v1sJj2s*LuP^*y#)7&P)ztl)bG2Tlqn;M{r
zD?sf5Gjcmc06TNP(DHq!xzf^5a{9<h{)vMEWJ;vc&!6|vfmNAMvRoTqyytj-^*o@<
zCqisNEksC_g3R6~(kRr2HBy&J=(I-Sc`uMu?MfxL)t3Pcl!oas{%CaM2<ZqrNWzq4
z$msp?a9+ETySu#{)|1&Vn|1I<T%AN84Bn>Co$nJmm`<OFpP^w9%V3TCLpnIQjBHz>
zgmaesq-Kw6z$j=Tg!Wa?2M5$nKKIU~ZJ)xSnAe3N&2@CS)OM&E$+*0YYWy5~4oBUz
zhp8U!?5yYkd$-Aen{yCs8zDk0-2@odozCvOdf<J(h5y8!f1xX7`QL{<@shF_Y;|Jq
zu!EWySNNAMYs`Sr2RDL>#RKy9el@YYuRufRr$LPDS#m9;5>k5)k=VEs!pD-V*J*Ns
zNRQ2@$p)|JrU**fl2|@`vlsc>s|ec{Uga)aNQB`#w@9K_KFD7I`eDX26wg;9*Fs&e
z^zuG9X5Y%P2;<QDQ5+4bcj9QGJ=y!O2<9>m%G|3R<ZVa@EUz8|@0i1-NizUj7kAN5
z-yBK8*$i-B(?Gq#jBu}aE;YXyh@r{%$n5y}5E=N0^iJ*L`W@%vIe{}=8re?vmK&oL
zn<M>>iR0U}tciSWK0KFI=0aZr9?kcImA$#}!atciGg%y0MW@3{#;It!n*tyHt%tj_
zST2ip5VN)iB-Ymi9Yv-=p284S^>Ko=q!7AnQb1+1IoxY%rXo&a*!*6JoZCChn=JUi
z_n9|9WxF1~wO*CZI}%3@POSiIUsZhZnfaO*-lx5}X>>Zv7D+gz5RWgutgA8xR8bW~
zZi+*cQ4TfV;sv_D0F0ZS@ryS2g4~!YGIi@_s;=aM^@3T@oLEYV*6Y%Hrw!@6`*pA@
zxt%UiRl>X7T6FrOVY*pa32z>E#)B-gGdQ$>Z1)_XZB_}eZ2J?wSz#5GeQ}NJ_ME`S
zIf%nHmkZS9TmoD=7fBVZw$Siri$G?c2bgsz;mIS8bn~nuWF2F@X+AWDHEm%q^V3e~
zUr_};i`l+$=PxS0!JWqL%B1n)8$fj1d#+Kd5gbP^1^2;=B=hi3di`!L%Y)j3n)Wg7
z&DVtxYm)^(Mx5e*nAQj~6iUI;M;&xRis9d*DflD0?EfTrawYiy8CT6wk=7OPU~LfC
zZVZFztD_jtQ3R)zSl}qj1ez363~`H((M0x{sPwZ%w*e8Hznyiq#Y=$Gp2}t1tLK9^
zEhB!W3FPl11<-0P0f*mJ(7QVvlHU7JO=NSzu43Ml@%5%kJEO{NYmoYNh^UWcU03%u
zB6qW*y?(b2%zs@^$h!m@_|pLGIvGo*=^IznT?P5orC=T3&p9MKqH{JM1g(Nz_R|M^
ztrcKgm>BOC69z#~U((8_P2eJOg&*feY4Mu?`m9+CayBNzGly3c_vXQszAE}^=^!;Y
zGYRJ!Xn@Np#@M&jM0=$cNYvc}s+9?FI(7?ei>Tuo<qrwBXzhjf&y&cK$}w<xVGJj9
zOb3!NOePA4xh>MR^x%XV;+-muKeV!l$FfOyFLxRAl^a7qdp#J<I7t^s)WHFTaQu?a
z?k>w@;asIGyjjx8-S;0L@1g=gbxQ*=cz+nYC*{Jv{sTnewguX#2Ek<ZuC^Xn4SwgZ
z(qB1xxG78x_q=w2i=Qe%|8WJ(xn_e|j2#`7{*m6?xD(o@SmKOX3SiWL{MXn)GA_4-
zc5CY3k6*Lt`mDM1+tN@xC>$p8169!4T+5jsi6H?b7(BF?lVw%}->JwtAZ-M*%iLhg
zot-c#pXXnRdw{KOB5cGmuF>)^IsIimEV8F`Ns26p$JT<zU5>uGoJ~i|>d~fDFEmlz
z0VhvN!<Wki5D@c<bAO*sQwJCy)aMLc_+}^c{PThPYa0Qg77`5ySr9#E%N2z0Bme$W
z#Gcd@G&eyFhHrQC4vIqF^t%*_{VIU?n-g*EQZ+X7iecF?)`i-W1KOwEpfom^X4cK6
ze2tLLxb&O`y(p$09;W!=-y3eCe=Yyk^e0~vmm^eN7eS5gIiZNkM3{Q>C;`S*!pj=W
z7d3(VdB2?UGUv&!4qbFBYM?Gn54isQzevY^Tlm+fgh{M(wtY~6PQP%3M7e15D=&r9
znnMb>+L(EA{y5V<%Pi3O*24C#R&exZG-Jov(t%}5K|V|kB0F!8E8CBA2hL6hFRwIs
zU9V00#d6^T83Vo=Suo>-59$vQ!RedKFO$ZTaheB6m{A&J)>qSq-%@Coy#a_!^Z~wX
zi0n&_fe$BwQ0`$6`Ec72<b7+PUwk&*sgXg(&s<8vi(b;radR-~PAgr0auhXQbeF8Y
zlR#996v*qh<LP~;kszx&?&O&HCZPZK51r=4a!Q%zDF5DuuF!R$#|~&i!q$EK`kf1?
z-l5qb6~6;aKmlcJa^Sege)242DG~cA3oc7inSXBv&CyUo|1KB)#`ik%!CV8)UCuK9
zPBGw!WuV4bDlcT`fc0Cpd!6k^0?u^utrzFhk)spffV&mm^OE9QXD@`7Jy+>u%bB2`
zlS#eC|KK0l2n9t(_0VCpi^TpdBzAvUKHp#zo_%c3jon=ZaijaV!JT{HZMQQ1s*pvc
zzboKhfGdeg`b_QYlHiZ5EJ_$Z;T5OmP%}+y{AYKO+@Q+Psi}Z34z`hjx5aSB{2uXL
z5D&ExMbH$v9$t((Lwv@v{lV*C>Nimm{FEPXfxo2D)|YkuUsl81Yq>CGmZDJYjvSs$
zKS(y1g}||w)kLp9p4?Kdf%oQ}#Q$$9=*LZg`XMR6=VCav*G4$<r#2McalvUPp3vB*
z-PCEsU$Q6WF}HupNitC`9X@h*c<m2HsI*K$FjM^#u@!kw)(uADM2XcfuvlEsJzfQ=
zUk$yyIhw8znqo-h5c#>`3c0|%EouKE+K)a<=JZ-kaSdbcw_0R!OU+k+&BkHgV^;{b
zZV6J6FVdv?ks_v#`A18KC(z18pByaXXQRd+bE2@bTj+kajrd))BONQMxm#;uAV6zA
zO!|G4Q1yrOojrRd92$@6Mw6iR>S40NQywBO7{b<Fj9)uqGo(!NK>Ok(5KAwm#*LNq
za#9)mwHoFn`(*g=LSI<WoJcG0UZ&-pb3kcaDR(w442u3+51vmApvrY644*nfwCdaG
zkt1H@<~%WQfAN+?u2#VX2MQsfUlC6lc#~%~J7LDCxnxJzJ+4#XB41%I0`|{$6PJ|j
zP-ol5hl{NPJ2g3oyZ4puaMs1{HOI+c`&y#1F(1^$lOZ$H4?ITuVGrvNE;<ze?mOq;
z?kOzCzcrRCxZXlC#Mi(Tk3yPcy_yC*NP(2H7raXLb-vMjE6mJzL?af6Vu>cZufMb>
zRc?`>Ri_8joY+qE>UHv-<rUW}Zvqu_Igp*a18XL($51O<_*>c|c=$1h6z<KTV)&lc
z9}z{j6ZZJ)Unn$K9^uX_=&<`f<Lp0GfXKOuFvhX9Jv*<MPfL4B7A7iTm6<y}K5?IW
z{>2%;jCBHI-8@|Rsh@s1T!p0b5LK*f7nsVr!|8x4T=#iz@^eoB#^m28J`t6)piP#3
zytj*P%;+R*pX8zD!v*LYs89EV7h}vcXU1YGAq|x&P~4#lgAwuAG`)$a&KxFZynOjj
z89L}aMgk|?l84LQ14JsTS2$f}BP^rNxYjcXOQRmp`~(HEXG{>p3x?>&Gw(?FF=M1D
zX^j7$PF*xMz_e$#c{4-CZ5l|&%>NwWoWV$1*iwdh&VFFFK9&5*Ny4V$i?n%cJUW=W
zqr^Hpc1YERNS##tu_B3({JW%U{(C{UOg2s$)B`T*E%BZgNe#wl;n|02Se*5ln67k%
zK)adP;I<Z5oU@~%4m#ZCM@kS=7>c3Va%k0Vh`*!SY5SE#8ZmA)D6i}!LK8zWdE;HW
zIMRlD9jT7#t1|HE#5inrU_ATtSwtiEDEUtBP?b9onB2XKTl?FSv%DRT^;b2ZH%|*s
zg^k9Zj~RkceF0ZK5Cq!BdO*?~V6Jg4F7t_@t4^um^rv<xVUU1)P&}uaU(cy7QpVly
zLg9l(Cdz+G#jt@8s`2^?4GM^a-aj%RnQ=ofIGn``SY+ac(Oe9PNWph=jNw>(3QkY)
z!50txVVCYM#3^Z*Ka`8@!;Soq+iqNI|CzXb+<|vor{RKxZ0zmHL*4a_j^MWvMr5nQ
zFS807q~ika7rxMwQzco)J{~2;TGHVuGeP$s2j3I5h}d2W+;_(xlE&)-cFl$jqvYW2
zS^=)|3Wj{u?KHXN3$f%s)63uYa`_fkeBwn*xL2@-7Cjt;F4A}Cp0f*Rmb(JmZ@eMt
z2X<4tD=SIiUnQaH7)g43ZW6wGtwRm6&U5k4-0^PjY7E+tfwrxRV6C+k<JEm&uFpoC
zE%Kb$b=u?X4li)}AO{PN>*KNSvFOu3kFI-Ej-MSf$ii8lx!jUf!rAr-<U)KlI*v=B
zf1=*fLjfXSdLf$QM*rcQXY7Yp_tNNKt}flzb&3m5(nsCL!+fLGavI||fv?qe!g>3b
zLu|}=P<0O_&Iy_DN9_qwS#p|+%DTdfs!ecEy%F?uRN%<cX87Qq10mQ-Kk#>nUQq%S
ztZfFxzw5wv;bT&uC;}_q4DsKx?diEW>>PXB6n&Ruz+RtG!t)gwL|ozxtzdleampWs
z>xm@HE4aaFZfvDmftShBO(XH;pWnh>*?KVRTSM(NW1#Y9K3uI=#*^bGGcJD~{AWw4
zPW}{JI-QUOFIwT6r7!f{yvE<n6=#|47c}HuG6Yt#Z0w>S(!e-DX%0^8^QR2Qt}oy&
zT3?|l%eN8Fr;K$An)uc$kG$Lv1G2`y`Lts>FzRI`yciwBWyrrG#;WBY*4YZ<pLO$e
zY7%T7I|nYvu$igzVVHJgGS~-fh2=7tMCDE=&0bqgj8?NO`PXq+_>g6PR@stgq=|?>
zcZ0~-*`PZ4FMmYc7bew7<DbiJj&&K$B&USU^2R4{c|Lzh=3ofWrB?LE`QK#uZ)<+<
zpM50eVkw#NIEPm=dB^!3*iQ~mOMp+K%c#=(-Q-H}Eu!&Qg1<i6556y62K6!f;ByY+
z=boAXQTBwI+;Rt#izlGATn@|=lZbcMO*&3`HmvCFBtc10oa=WrSatC<$sR)>Rn(5E
z{Feyp9~nTGtq-jJ+)q7CgnWwg7Y^&pP)*g2FL<$#fg~9}{N^}RN|%9`8?<npu$q3I
zCyAD;4C$ly7RY&6L04iS{Fs}-f41L6iatu?gt>0uOiv1IBK_e=asl1*vk1C3zZbl3
znh$RR7m;UPqXoGC1uY24r-A+PFm_HWSlITFi2)L*TeR{-M+9T*WquT-m2QBniX!3Q
zKoa@-tDau^mr0uSF45t)PB2S70A}jH<fi{ONLBO4!pQbIn6A#)!@lXHGm@QsLuE15
zXf6#BnSq;4op6fT7|2imK=Rt`>DLr1QrPYe%KA6yDZO+-MDcQ3=r;%Em9d$*7e`b+
zZ-twpQPAJ00I`XwlvB<nv&lI4^jM2z=5~_*bk@^-K?5|i^a*LI%;9{QBUnml9lU;Y
zn~y$NK$0iq@uqCow@mvKmHImaD%d{ODODLp&m9RTih}6j;c;Ll9|F_;{!sI-7S579
zq&kCr)L(Wj$^@^4G4auKf=n7YoNr8)bq&xRrv~VP%~GHYQ(*nl0=PWW8%<ZLVWZ~-
zGE(6($+;PZHOtmPr%;lyXDOMi@QSXT(@j<#$cG&U`LI!=5H2c~lZi`|aP#Tec)#b3
z@O=AhtkVmjGM&b_;C&sJ7vqH0ec!0H>u*})<&WR&G~mBTA82m;k8HojW)>feG5M1w
znG+R{+lqSV;5kiDUl9uBGRp*KPd*nW91nwK!}9dSimed3dIw5}&&26fhV<KOQ<Rt!
zPc}9%j*wR&lnuS0t9B%iiINqdl5IjPHx)zHNN+HIp1~WixmVe~5^|z*6)`=umlMy<
zC69MbK>s#T)GLZ3Pj4_zp=&*SVfTI~OL3TS<Tc6uZH(h$#^dI?3cR`g4Baz+J#*AY
z5sU78Uad(VYl~IM#RKNT&m;PX%8OG}c47jaF3zF%-c-WXx$;=FS`SBjPJ!6#D`4&q
zo;2*3hGEks$faLHbYYq~7Og!?3WrKy!@gDcEuK(?*8RlnfE>=N9gR-oC&8cKB-j}D
zgrwSb(7`Jog-f~$z@qO0xhhjZTK~S}I$ld+&O0Go;2K~XZ;W4t2I%`uOSzDhw`kGx
z*TnguCAa+hW|+C$5Ca3Iq7QKZ-#Ht}@f-uzD{&zW@l&xeZ5I{3zeq+De&YQlne%gF
z0hv(Yj?a?wX>@ZN6wIh0MTQ#iedQS%dcp>;e_V_OR+UujsWkLk+2gLFH!KJKfP9PF
zMCB$Nqt_aq5MJXjmFl=kRyR(<hj(nry`*d~K4eZabyq>l$~ed^{z*c0pAt#&S?F+S
z3YwUD;s|!m_LZ}MTS@|OZ5X06bQni9ECDn|MS#72CAYqo{T-KBLH*7UJUd69sKuH?
z^0Q=6-ye-rYK<Vep^-Y>A`sx@!;MLgp_1#^Y*y<Wl**QX#Q`%u_}wEi{hm6!$`8Rq
zGcB>#Wf^Vu9F68#p{TMp6j#eUq%E(0lc`pIs9f`mD=OO$b5!%l7VkEy7gG-7y?rnx
zFAZ$9q(G@U25NGqpxo+eZbp}h@TrX!Tv9ZnR#Ao!BR2}Cuit{IHSGTL&J_hQ+sMzm
z&4BXR5EE30zuM=*mID`r+t!uSH;+^4vk$H4HhO8hLtX<0R2k9rAu5bpahuvU%tr;0
zM_jcdQr8A=Sn_)^v{)UWT5dBz`j0E#u>8w6SI>n8mT%A3E{5xO^+EQr1jGk^Io7N)
z77Z_y(Qs>awy|oWRqStd>hn4@P;-Zt%T>7Tk0!lzFP)s|k%I6teK^x|giPCdmJXXL
z-~`EBNFIsQbl(=@G$M~+&P;q*ZbBR#B4Nt|ZCpCyGS#=^$lF)Syw!PitbZ6o76wh{
zb$48&ro1mEMyL^m^RL;ty_^*D@|fs&pVq(I%3nP(1!bz^N#UZ2_)ty+DkMsn$Iu4r
z2E)h^BYkYzI)T{cd0<}DZt~UDhwAG_z?{ky?s>i}-WQW(y~wA6gZm6<>lr6l`ENRP
z?Mb0>RT)6O?q|M}QhL$NfZRFxhP+xSi3&1Fus>)#mP|Y({O6=5%qlA<*X|l|lU6(+
zcCX9X?_UP*Oeca#rvVJ~*9gvbMPusNb{Z9Q1pT$-Xu@wVYB~NUEw~khk(STt(bJ0f
zT}cE&D(7KjSc0%friMCH&BIj(=itu6X}EYq1?+QM3L|eFBO;7<b7R9q4B8R~a|WVO
zy4j3<UYMsj$PnD0)xe-q5c-c(;-sV4Z0XQdZqWD&`A=U+<g7k%al%A0|A7{WF*j^>
z?<4Z2(HuYgmWLJ*3H)Kb2rhe?fI;1V#4th=s!TYH%rn5qEE8D%(+p~+jDjWFg;cCp
zg-q`lqEmc5p*=PdeBbVdv)nOU9Q%eluXBs|1dAXrH|>F2CV)vHcrR-sWQ%8T+RBup
zx~By@O>PpM7-#r(V>cO@EPzo$3utpXC|F=^hSj-Rf^r`<_`I1w`env<`KXHv>te{V
z9tG6>A7k$w&h`6-|06SdM42gRSScf(_f<$Jq=jUJsAwpJQ1-|SnF*1RqCv#-zEUcc
zij;=l?VXl(X?^d{@Av2TpReQar{loue!gD!bzbNBILF44B#%ZiQK$s+a-F!xXGTd%
z=Vsh5r%T;soWSXtF5G@(L#n@pciN=|LaS3cEF2P`Tf#Z;^WBf}_ui9uo^k_R0d|Wf
z(3So<IBj7kCv16(i|*creuOcw_ssx>sz3CCbsBNKScs#HLFi*Ijd$x-Q`JNVI&thK
zun(w)RQX_NQ_^M6l`aekEG16fWw2WB4{0B_7qUch$;nlWt+PeV622}5(SAYDx>OIo
ztXs8c>s6w}3y|I^QS?FhR!AsNgf{ndlHETROj)+QVzM%fzfc8s0qJn$XDFXA{F4j_
z*29ye8hFOMo?^?cknZmy<W%OvPQOiD=e6V-dU!($_mif>=JVxbMH}nedtgL_4lN}{
z+NIDor=84X{V2gAM;J3;EA7|wV0<%IRBbhe)iE>i_A5#JcTkCZT-Z;>&f5cu7Mc(y
zy#)+a6kyJ+qeRK6ki;!0fX@xd7U)vRr|5HVjnk*w7FvVW8bf+>+e4D|MH^I9<7v=q
z)?NFvm!?}?p#1$Mkp3qH+PWj@Zc`I<(Y1h2A}7cYjRm*9L^u+bO}ZBP!kvpHq);Xa
zLbN7yG~CK3q2~>07<ZD_c%zSXga47Ww=Ad;<8qwom<>;dc9Ro>b5W*247NzjCZjRq
zK+HG;N>*LxGi*%Y)mTaTqWumn>6nBQt_8tQ*B``r_bYnf${HAn9t)*+*=!d#9#^hs
z8FqIkIIM4on6At6W9#4@<3lLfI>WZ_j?_nE0i-{;N5u4N`E!Rj)IU)RqFe<J53`^m
z(S=4T_tG`fwDIOA8<4!W3lc7^COOmgl0~{@VDFItH(PdtEAs@{t6ia^;uT=%vkxTH
zKGHYlKdI(_sle?@g#6We$nD;6GO))5gdDffCs!o#Rks|5aZ%uSVFKy5pybH+8WLS2
z59_A4k|Wjg!Rh6C;>*}BYs2pGW1XMU$;+I<>R2e0s2l*7-?b2tAx`h7$f97fHfXEX
z^VZfsh?D6dKH|<<qP^xlnV=U0>kbamPwkr^+FTcpUeH8=f!XkTULKfVa3iYCY2-Hk
zq~W|Xw))iaBdfL%=Z<+~?ACnRbH9x)2`s1Ib*G`jz&yBCCl2B&wxFJp3yau2rF}~d
z95yRsIfZI+Imn2y|4vYqYtk5Zh4tJsNWbAGW7x6o8{em0MvSe*vA<&+1ZAwEY`048
z%{AoaG^k=|ZM)^#%=z%l^bdFBl?k@nU86Q}r-)5bD%@xL)BSrcl6_$s5FvMh)BL@L
zEZ!wR?<IOdN%Lp&Q))l0on#M-)|i2ULpROnpWd-;^FFYiWCeNlwbWp@7R<h`1c7UX
zSx3=Sv~1|3=hwQDjblUMlSu>Zom#+s`L0Kw{MZ36(pWEDSQ?C8I?cb#`9RjEej;sY
zF<>`cjf|WBgN$c=%-;sA$<1raVY!9^o^|k~KPn~pm}XC+TXm9bt#b$Y02`W;Uk{U)
z<$!hb8kU88O;3MIhN*0>8`$%be${v9kNAuyYyNpao8VK%*@~gB&CRiR`4BmDGz$vf
zPlT+36%Z;7*!5{S2>wyG{7_~}>|Q6p+xbQOm+`rzYk3-M(YFPek0M}pI1%K|N^z^I
zCxD)}Cb+FRLt0%5=%K}GI9*B&-Itbwm4*u_jvBzv@?-S%!HL+!v_7-T`xqk#P+n_3
z`u^pKa;Yh7sm%j>%a>f@8V@=-PKkf;B^}-cxYB_$DR4H0=|QL2J<7uXbEK-Eeb)&(
z{Zj)yE*b`9F9fmTRR%PQE0XK%BEOS)ROcq|hVl^soEG2-zw900Y)1ivT$u~Y#iyhF
zup_AS0o+nvj=_e%XrP}A-1K4nti6C!kKN>_+em_mr3YvaW|J>_yrJ#6XQ$=(>tt8e
zOsFjgq*s@zk|jbZ&?&y0t{5E;!EIW2@4hB+8}MOwvKsIyT~40oo8tz_On5FH4^Prp
zfv{sR_vUE^EMosVyQd;Vw)r~c-w?bj_m^~gEr3s~yY!4vJX}sSfdd<g!JcQHuQ%`M
zu7s;}fsZ@<5PV5CT2v9Y7I~CCo(%&TI$&|AfZoroB}u2tV9MbF5O=;$uWXq@S!9Ne
zu}=YELl5|KK@ogcdxKDs25H7Qz+V}lp5q2Nh0u0#=Efq7-J1*g-a*WNmO<qDUUA0b
zOTp@nB8+d42bX<1BzKAxSv0$g-d|D&U0#%I-8qvg-kS<m|8_%S>uy@PUIl_vQs^_A
z2=L#N0pq9%INPbAnyCmlbfki=wlL(j?}ZSZY*_ntB3SH<0gbtyko}zX<n$+z#cT#%
z<>t%Bs;9z%4iCt!W^B9*^)M+}7X6y-ajpT!8Td_tn&M_MopF%Prxg<g7el(lW<R}i
zc@jQoh@y+cSU-8xLEclt7K+3*z#=FXXB^U@vz<iIz0CkCC(i-dwg{XPy#-1y20)uj
zHK)UR6C2!Y`6Vk`XvWOLgcJwS5TSQeK{f<D*ynbgaS)uoq=qVJimwhiqnU*-Ol4a6
ze-HmqjaeUQq1Y$t@_ju2HawBKrFp=ud#iD8*JjAJZ=%MtOEFBml|=4P2g76LP}z8h
z44*Y24U9Q*#7P%}&+et|F`^hgeG2|rFT=EeN^Vfa5Z%kAQSNm-eEfFYGD+wYS!`_!
zEAQzL*RzZ-`L&t6e=!S%f*km(;aa@QUPUyB6@`;g1Z7RbF!Z4W&M=q{9T`7}P3bCr
zP|X-8E%3v_TQS@ph=t^35|FG}fCtA4f>P{z;&m+&{ACwFrpaz9_3;nqylRj?*((oq
z=|Olq9my9{o<_B5(!hpnh+HTDHfu!SV5BX6byY(VwQ2ZQ>mOPAYCH%Abx}L{Qa-$4
zG7jA@XW{J{to%J6?(rfp<8B&Rr|ye(*H)7HMg<f-o&>AMcayW5`$^L6YIMym#Q66@
z(EB5v#AR;8r@J4L>ob#SjrMGGek%^m(grwHKNKW_bfK1cAF}>zLm{pds#bf^4&6C;
zF6#*w;5&(iE1Qy_ZN{jqnGf{QER>?FA^gD?K3!}-T@cYmzq$01J^S*hIqQ9hYtjMj
zVU{zBii4eQv2@CiBXmp+2A8EdoWpHla4-pk!E5#qrtC?!W!I7~UIkRFyAk6y`LMj^
zcE-A1NlL$FLfgTw^uOYE8g*9&WX9XjMV}k-{hn-`;yM%MZ|c#}rN_~_I+N-|>B4Hp
zLVpl^nHVsRs`kWV^!cNF+Icb(`&mXt{E!e@dFw&wP&i4M>IQ03m2{G74%}ycZl`N5
zn0nC#LKn_Mk&zGpgKgMzNDJ!K+;GV4EB!R>0WmzJ4+$<Qc+`|-H<OHU*X$<J?SGdX
ze4-B%mz&eK7t=7nNCP*WdP6aoc_o<!oVC)C>VP<OOH6~vt{23ed6dR?P(ELx4xa^=
z;f`ikY}%XzXG<5rvRXZO<XKHq0=KiC7kRjPX&26xRDm~xpUIn&SXl7I5Hx4c=PHbv
z=!;F?PX2cAfPl-jbmjw7oaT{3pGS=4GAy5wdDfx$?)qXvPXw^nq?Sa@pMq7^381Gq
zNI(9{!=<<H&@Y?qSZ1h@ntN`8;qzYLyn7d%NV!Hk*t1yN%yRN7L3C3Y>t0%!L+*#B
z!?AH@(37~IO!#z&*mrr6;{~el_>3ILNe$3yhe~={I**@tRs#MR_>cu=0@ztnO8>he
zfl1%%prmIKH<GXy+(i_zZ_o|>Z++nO$BKimy%Cm<x8uLL?;@Yp%z(>6mq?&cHMVz@
zkO!~y=+)se@-IOfJ->YA((n1hSc!Jx9czJ~jaQNd_mwewFY9WJpA93AUU3!$g1m@&
zB#0P@<Cg`kG`H#jtsE2pJF{!FDRVhmzl(xUF>g@km*f4J9zf-6absH$r|cX7`|rEL
z>!}LhB&^DX{w28K^?Go=F9K(`rNc|}T%st@LBecO7?0Ef+-xopE-#Y0J-5f+E<xCE
z&Vt^W&y%fNm(g_AMPv5g2cnWOfxL{7#2M|YI_Xr#;?(-iksx!JlC=!%0_VdV;|{7d
zvIl}WWq8PshnZswA!nHdJ!t!sN=E2Gc$pyNvTWq9ZcXsn)Wqv3WP{CIU%LH^Ed7|>
zLJGC2>BFA9j>~(`kV6sHc++7a5gKDen#at*_EstQ6#tUuTQrdEhVo!IIUK^(Wl$!v
zmd+3TK&m{9KxO<5GI?JJ>1O%nI|9Z~6S@WKV?2qa)>P2i`Gb0{JI~eEt;6`%aX5SG
zY{)MT=l%E1gcGId_}|3abmekIe0!mvtl4ykJlVXbv(suWceD5<7dl21|6Ml52)1W6
zSIB?`eLpyxPH_~!Yzft@qeT6y3N~(!B;^<FvDj|`j5r37v67QOdsPp4apDi1z2PLC
z!glO_)oOHOLL9tN$wIRm=J@veN>IGM2JRH)z_GAs`p~wUrdfNFruu0h@O~bA9sie#
zvusoc^HW>urV#&6&M=v=2m&HPkxB-$TuTenWplaVS(DMAU<3U8V}f(vQ&Jcv2%*V|
z!1s)Fs<kJQXs2|H7|4Y8L)%EdVj(R29)*Qpj*-y4{oERbYVtvrWsqKMgw(=1YI0y5
z>y^%=W}^@Ijg^P#(9?B9cuzL)X|b3zcRW6M=?`7b9Gtpu24~hhBDxb2Y2GY7%un&h
zpL^m!I!_SNds)t};}qEuFAqKECSk#uCG`792ATdxfNEV(g&%D9Jfl2>L|ClAjVx0=
z^|3C@`l*A3TRVyOr^PUBO%`LiM1p?974rDQWj@^P1ju?y;^dkue05m@Y2PLcBZH^u
zxNnr&zMTv=GVhWEIXg^}OhAoGqF6V_6z=-`*ZFF=o#uu$(93t#c&!;exWlZK3_S{m
zsk{_C*_{X}GL<wYGXSsZyrew}zMY&+9Jt>drDtL^;c<Nx^-`OK5*`sa^1*=|@y&;y
zQesr@Sb+JSGlg{Inj-nSI*MQFkqV23-q6E((V(hm!Y4(yaOSs4$f2cM;p!e|y239O
zW(jLz8GD}Bt9+tXZ?dp|Obap16hV!(H#pgpWH4CD{Ou>N&`YP!ce*`GC0|$%eO&wo
zO#MCu1&?}?-7R_`wD1|9<XcN3_eY`h#Bk=36a=SPt`t??k^A8lph-@X3XjX37uf6G
z7Z^z*U6r8N`7-(M-X89bd_N8M*TkWVCiK{!acGiZ2(y%;;J=Y<sJ><gykr?SYnK*^
z>O{h~@cFpTUL1bhGKO1+2wpnAfy7M-29fi7;fd=Ckh9H$j$fi^VeJo!_EPBXXNE!#
zHQ0HU#wN2&{MD@toPZu$GA3}wEIY~~&7Jp;&7=42uAUr86h{Nq@ASrnMRaD*PTZ0-
z6^s+xh^(wN^{^bGTKi^`8>b#}M>WU6wc%VC7!iYyk>}`S-@T-C*)Vyy!k!nCa)fh(
zOQ~93Iy~}2xUcnwv{`?mZmLhnOtZ^WFDnWR_sGHXBGx0IH5*NWZD6PWL%wWJE{!{|
z5Kdj32Bu=m$u|`Z$O>BkDV@MKzmw)Aq${b{?ranz>lve0j^3Em!TtAnn5KSEhSXsL
z_>p0Njv1w>e6*4Fcu$1tnct~Kl?LohT1XWC$B8*%3XROSC3`&(FPiN{p(w^+`nMVJ
z`bAp0%@Ud}N71w{8yZ&@j#l3jq3zEt>b}AYXE)8mORGFM3C7tG-n$!3yL|YKcNl-3
z<>2EY*Ml|NoAPxlAVqi`mKn){*wnG0ebtq_+jNrKvMht!zHKf}mE1+%9MA-<aY*M>
zj3?U)B0ynYBL4h&oCdDbMH8#>2y^w|*z}8ZOK&dxd=pB&AFV?9p+JzbUxZ7K50J1f
z0dW3zz4HnC-Ojfw;XF%MuI@zw^x4`W<pkhltSO$@Rl+T5d`RNvCt&3-V>;z~HF}L-
zOGI2ez|k@dl0W*wwA9^H-fW03UhfC1sy5-ucqiy1y=*>zNJAC0sLDrAqLA>Kr;~qK
ze!Zy(yjM7``C$&{c16Kpiw!0g7GP$GD}3*;g^HL^3}@Y2+)sPD(c~Ig%lxu2HDf@s
zm~~AUoF;iThlt4$U(Cz3f=SOOPyxp$)ODE@3})-V#Z}HA`=39{TN-jV5?cA}(S2m*
z_g=c}cPi`|(gV};R?szMji<k-!*-8vL@}?KyqI0jU7Vu^(c~^|OZ33k|6Y>ji~fu$
zbCy?*&4LigQo8(X5X{;k4b`hWS#SJYYIMUELw>7c?ac*Lyvmk@42ogfD^pOvw-`n&
zGr_+&5v}U?LXn37iPLezIXXYd<f&#P6D5gY4eQxXP-7jLqQvco5<1E_L+zNORIX<t
zzVkXqtG_GLOV?uHg*}`5Z!1u%glKrL{oBHAyD00wGC((W*23oerng$%!DB>@cML2i
z6O2c>3*L$F+}Q<0!i311N_F~4BZ2JfDyDDu#G~!NZtC*W9!bC{Vw<6b<9b*Ych+8d
z=E83}ti|DZQ8l!F6Ai`JR-&b#4V68Z%Dlve5Py0KRthn;cVP_K?2-ye1=q;#`M$Vr
zLMm?5^Tu=DOJU@mB(_;3bzZrd&-ZFA#B6;VZo6SCpMLC*h32Jnh>^{q6wGj7&31VB
z))6P9ZRFdmC1}d21N`GxVW2<pHz}{1jWd?1;6S%7p?e}Q)j1wTJr0urmS=tM&n!$k
zr}OI3?Ci%a!QQVQx$9HXaQ_r#@=50aeaZZ#XC+?J1?k?naab1)o&oSVZAAI5_0V*q
zo5t>yAtfqRFcM$I-y1AvT$?O9#$zf)rBrHj;s|-C<-jd+oCD?Wr(oSheXiZ#hiujM
z13k+LxH2;o)VBObc0D{tj~sqRuBg<~8!f9)U~>(amdo&+9mk+>WG=TpgXszDt;y@|
z3i=~Z1%B5jk^4_3;LEV%eB7;9oSAV*=i0zB{vS6UuTQY!yfiFO^42Z#_Ld30Dinb7
z)vL&fhXD}cu@2(X6S--d49TVtPnsw{4esc5lOCxZFfCUKWNtdqlEE$-Z}5ay-mC|D
z0$b?=YZ>f%lLX(Muzm8fB>MfT8kEWuFdh9US?A-%h1eByH5CGI^ZFBV^@Sq@Xm#`R
z`ls>E#;i9?zMa&lXYfBrH}iurX2yyvxM^txCEt6wk$VZSY-o_ATuFyiZ)@(I-wx=z
zL*VH8a%f3D3~qsA$O_{q+Fq{<mOdF&+Wr7XH@jl0U@viFePLFn-|4E=O0ezNA<G8F
z`VdK|CG`grLB2(g*bpgL`(zr5rOkv@WyT<3%zAEiH`BOfwV+ljj1LP;_!g%|QZmjA
zJEO8_h*v6qXQB&^H!2`)-z~uQ*eL&Q(FKxWm`RmY3+SV33y5S%C>`4(iJgAiJA^NY
z;qEbBaIU})cDlFI{kF>?X-zS_6U|_`tOMZxGM6f3e<b(r%m5{^?HDp?FW78srkh=+
zL9B8yv_7_=gSG4MU7R{mGBBm*hCULteLnc(;2pZ*Q2=xtO#yO?VDw*UG~Sm$e{U;?
zvTg^oY5UAUoC*Z_-?Wrp5J@yU^ohZ%U?>(k4uAffqxwtz!Ib6d9#1#1eB&sL@0%1X
zU;OKY?(I(02@OC)`v(p9YzgmnS>a2+LB4zIR2WrnfaCd*;Pj2d|28Uv*IrFJR;hq&
zZRjO)H55T_Vm-(?+@qh&P7uTS!JvCXm<%mhXL&wP4WHSkkRyew;fakE7;fFiZ}?CJ
z!_A8Ltb76n*ISWwdIJ3I-o+TT6yRcc8En7e23BZ?r67o7{>_Bf>(wy$w-x!fbP1{-
zP2;Y_{GkPbXXxdb4J6Vy92#_{;M=#>gzWrAx5pZx_{MYOFFzI&&oWPk0L%BRFyiVo
z!og7gJ)N>A2-`$5VMV1l+6c`=Cvux62M^HKb(#<x+CaQw<+u%8HuRS#(VemOblr?G
ztViqxRc!r91ID+(%*18XJmV{Q{GN4_CzR5-P3yq(aT$p3num=6@$h$kAc&eLFz!$x
zxXahmC~hi_GwosAUzSO9HHNQ=KBRSz8GdN!pkq(XfO4h%utV0H4!VSsR~~!er%3|L
z_Z6qtI&Eoydo2Vi6~I3;mPOvZ2;V+s-32xo@K8I0glBH%)y|5d(~mDicA^+;{7?i%
zBeT%KcOJYhYNI2;33LJbJ9b@LPadSz!!N#y>)UFD6SMZym;brKr3?;a1<Qz7%M?7C
z%kpmjzR^AHa`=SlA;$VYsMH8rew^}xHvepb-$74k&$w24R;ZOfdnm!;ag+`;@0EeQ
z^R#I|rXj@i|DxYa-QlEBI<$o8;^t)sprF5w+PUw6=_G<*X<H8qoTrfbVjHwMRZcaw
zi;&Z=Gudn!K?eGE@&N@0xeb>!;qvtfoY21|Y(~fc*PS<b)sB7O;%f~z{8@&vHJCGO
z?ILf5efgotFT5x73+uOThujq@AS!GCEl-SDp!^~&ILh+X8&}b5!Iv!)3<}_ZM-}Y9
zbDefoJMfdeoM54sHvT;Jp4L1q0xgkppqC=RV4Nzb)pd{$6<=xa$S!J>*Z``XvXJ=f
z5j`J%iSDv0=K4NaqL9&Y;(T5X)S;RReb>bmtHwf_st$yzWU-PG7d-iF3j}COaV;mp
zNqMva5sV)Lj(X+rsCSskQ>LNatmKYuOMu}=m*~nb3S92ac;a(Zg*<trPj!#0;k?h^
ziLiPmxE1wSp7<L^?P6Cz^y?}*+*3wBt1p0(KcX1&R}xOG?k2lBi(p75o|L|BA!lZI
zz|rTANYA$Yu*_vXp1mk<o;BW+{9xSP5s!MXe4Yow-l1^RG#0MCWZ9(K_Vn(5^^oUl
z1aH^OgWsoYh+T~!F1^%2Ugua)>nta@wX}z9_N{@t#^L0ip&fB{_JF7^mLbn=C#;Pa
zb~9a|BHb8^7cS$*-Le3IUCa}DEtV*0%!I>r<#5nJ3(u;5rPDQyaZ9`@d`=X@bu6=Z
zQ>m9kXzSvdyK|s3>l2qGa+As)w}%7U3aQpzab9=f3DU4(7b&w~diM5UNN%iv(kL@*
z+dLU8R@4ybZdZO_?P^eTEQYIA`P`%J%Gi}t#=7Tfi45+AgU=Z&$YPK@i_V0-)%hTB
zY(Bn`O=88t`ovlD4HbN^#`>gL=LgHkUMblF4?LH_rG9(VPVmDV?^@b$E((;#m(aW8
zq`}GT3-?v?5H<Lp4jh&T&6{laM_s4MxI4};Jdyd8&9{R`X$4JQ^Nm-!&2~Y*mC$%v
z33=D$$4&fFN$-EPgb$AcKyKq=@GBgTW<E(^c6$~TX<H2M9ggwmlf7Y#wJxrlDh7{q
zBIx|uH1a{lm>f~8gxaMN)cZqg=a#KSu;QE?e)f~$HeQLNB}aA=r)!Gv^``(i*KrV1
zD|XTL<`&{n*hOt;{2+SFLum8uJlA(o4y($v;qZ&)mS5_U095oasv-%-PR{`0uA}h1
z_d7B9kPJp;6L=eLkZ)o>Bl!=h(Bs<*`b@_d1Y;0A76#$ZUhy|KT%y5qW<&i<Jy2de
z6Q+$lL8SXu!|?~1#OK00VmI$4?RzjtHnwo&*OPy|hl2xb|5gOT&*O+r`z{(YemNX=
zzfCikjxbJB3GWITgO+s)ow!>YoOU0ElHN&xeQR0oOafo^IR~C?6M#k0HB@U=3Fo`q
z0cYM3r_awGq|)~$pz@;_XdlXl(7HtW-UmRb-WV4rnWEf{!|*xX7yn!Llwp1ElBnyu
ziFrmI;p^CJ))fZl+1*pNct6bht^nTz6d)+Z3>`{TY0^7izAxn^_d?Ox@~%Q2$=P#@
z_zeCacFcp_I<=SI7*s-|uimGEp7S9qSRF3?X(1LfS%!7TbUbL31!^i@jC(Hzr^oAH
zPw+l&pTsvhQ>_R}l>>M=rcy@GLLfJ7c`NQLHI6$$UiiNu?#w4R%e0*aEh*$&<L5wq
zcqBkUFmFBaD4BgS4mMiPM&tWAknMYnzB8yJZ!&c8av#eX{W$<$fz2>iUIx^YRhUOf
z3N~J3yLz82coykRmc+0w>(j<yVN7XUlsOkV@i1|8sD|gdd7u~F1k3L)ha*oSz|Hn=
z=gR>zj1SHN_xv8BwrmdeTP^ME&>Wx!${XpN{iS4yLkYR{c>x{uJI3-T8#{h%Io>&O
z?l4Jd(1TeH0kC#pJ4n4T!^GT=WL2&tW~fzB9O7VCW+KcBFoD@DD^|cXwf|UN*S0Vi
zZr>N7zcR}~Sac$OELVU<i3a#rn4r3w2Kq(aC9CzH6LoJ#%u7_oLJ4d9uv8lMnP}iG
zo9{I0P9!cZ+6NjlSoifZ_N?yI?sy!u8;%HT<Gd5gLE>LR=R|)GLPo9FnY&8bIyF!+
zYcBk^XadMg-wb-p`(8-Kq4plub5ePO)A^wd$yc>;Zn-Z+Ojm)3XR}c()fSudnP)3~
zn`Lpg2xJ!Rq+*p5!Q*`cT`T7RrBhTP=2<Ab?W=>ztM4tta>Bt<;R0<Mcb>KgIK!){
z>bS0>5;9!b^U8QIlPd}Vh!e<*C&FRt8tPPfmRy`Ji)x+~kn2%O-u-+^6xghAb57v@
z=fyne?@J^i^T3fi4zoIRX}zi<It2#6$**bjq26*FD=R@p7TaRVHC3#Cc8(v?UqOCd
zSb}S{meSpdwcuglNGDgyV7X2{m`G0~mQ5GAAKNA9Jd+1Re7+1mJ0Zpu_Zj23%Zy1>
z_MU6M@|r)U;|-oa0PE7`VxM_69KR=mPi~LF#^sCgu5$u0o9xOT-+GZ~JTQmZ!^b<N
zVy9sx>sav2u%bn~Ho#Kpv)r`(%Q(4r+2GKc)iJU63t7F|29~IA1M}TsME>9uQ2of>
zTPAFyQ{}6{;xACct2!7pn{oK;O5o|fM)04X##ah)DBO4$CRJax`0i2<cXiZJH&F|U
zVytOc&P=>(q{$VOu=kLTx{g!5Ht=tF33ZAb;G>!5anEik6-J)8*I%c4(Sdk6^BHIN
zvy?_1(qq2MD)?~08)DV+$fA}?(#U*@x4+#cpzq1u-guRHcnHYPmcfBDIpB6fhxL-r
zWgR0AiK1NvT-%}rKK<iRG2azhcSm;SK9~-cI0r+bcfdVUYhvRb%=Q+$V2Md9R9rmH
zYYJ%LY?*fQlfI^|5of53WF<63ih<RQ+f?o4I_ST#i?<wo#L2#<v~KY{()%%p2(Ia;
z^VsKU<iH2wd-Shmil{B?ukC=NE-vIQVVz|c*xZu5kS?2cku37>rjwM?=z}9m@Xg)B
zB(?q`{g#(P12`#IA5}mEHof3J^imoon8Np@Cc`c-N61~{1cNS1xl!#p;wxXvUno3I
zho4nLky0S3366&hl|k}j{SvJ3FDAD7jzoQf05`+!6g+$_2_s*Bkm73AbMP>Zn3yhr
zS4Y)3$XLejxVV~J9PK0}+V}X$O7eIvrITv(B*2ps7W5()29Lu6;ksis9BQ<sTk;0z
z=J|*DQdtg@loaSMn^FkOy+B%S{UMWfxTC~)S@8b&ohHAyM9y3b1EG3(%wU=4r87Oj
z`SB1R*Q*HIzRF?uTw4(LnS*sT4v==(9OA7ufV9~ZTm_l%&ZClMcG%;?tp?~E*GS}D
z{^Qo#n?OU1IBdW5lh#O1gvOs<ATnk#DH;2f%9IDe<2j~i_|6YjDvxq;2Se$T@xlB*
z-IJgy*h~)}G(-OKGZG#AiucPm1|8?MU}GXjdy=f+rQ>&cVL>TLc2A^dZN`z7r7R~u
zO9_qCcah_^&!}&I6v${EA$CR`#NwqXF;j{L@wcLonD2yjWyNsLQXTJTNYHC9Ho#+z
zMUd|t(rGoGvDP|@NM-9Z=vpg@^2@s6#&ZPkl}p(Bbt~C)!3D)-cY@>WtDWWhu2Uzr
z+jBk9PXgoacb;oi!_<KpB>Lfgm>_2aJ-yT5icT;;Im8%hUshU_-)46c=PXDvHs^vR
zBv5<aERe5GA~i0on_Ddle+@L!Plf{UJ7Wz5GQHCEX+Ez1qW~^;>d<H_&VSuxgG0@-
z@LTd9Ju%@NnSFCI*x2)QabF?#a`|$&Ymh-~Uf(9QSBJ<~-%a#>gcRlEy};}I5b>xv
z1V_EtesCt?-3<g82j&=jA6LNi`)b}ft^hLABY54>88A<ME64qv&NOhwKP;8t7bnf2
z(>5|j#VG~i-N2!dT?ZUnAk62kRVV$^8|g1oE0o!6iOmN~;M>zN;AJ<9xZZD~Vm=4x
z?lFUOIA9NyF3X^nhCW2!ID>4uX#nTDL}A`}U)Djahx@z!qftK$Fimhi)+;j4XbJ~M
zm^V|exRGkM`#|i5TvEAN7OWdY>6tM<Y3q~s)YiF`9^;ti;5Q3Tlo_!;zy$bW`;Tcy
zH)-t!Wxz5?UOO|3zFK4k*D#5+Bvz1<J|fh0firn%DGyr4=CuC16^y)TBxmmr(G!eC
z^?LqvbO>G#x!1C&&#o$1aT__2;v6{j{RL5K3W3;+!$ffTU83}6KRu$el(F~KVaI-5
zC<qwlI!`bSYyrD6O*f`DhC(^!d!z>jUQqcZ_V9T@4#-TZpzRJJAmYMufZ_*8{|rGK
zyU+nwZejZe`?FM&Q^Bh4c3w->8(-Br<3ryrsA~SpI$_t-vv1NNU@!~f1Q%f1zg3t#
z&7CGE$O64S7gTRg#(wP-_WzWJVbeb}A)$pzm@`ktv`@5zv0?U4jE85ZC!yi&XT<ly
zczm_i4~`2lPlew<%KQVUI{gFHYMu)(E@#mhR_4@j$4ipc8xNuWF>u(po*o_2#O^yr
zSfn={wj1cvV%L(+)5eV5_VO$p{#*|dQKO`3UOc^bwuFW&bdp5oUEZgzi_4~5;vH>d
zA$4yt`29IUGB{hb+?-CHe|85OT*1H7A)wh%P3Ii<B+u=H(M?MT%N_f<SW{_Oe&iI@
z(yoG;=c;H(g9Ri9C4z1Lb~>bI04b?spx~h(Ue$|->8n=LM@+vzv5s*dm6Ac@D`VK-
zUJYN)Wy3_GhXKNC>FrsKa4jqw`b0-9oAdwjBKhiM!zx#}x^O&bsR`owzmDW<QW|^V
z_QKVx>#52^aT?hyi7IoXaP<dS&^TX8ROD>nbRbWXRW$LeH`~kcyW#7iSWvm926@{{
zApBP*anRgG-NG_qjfe?ocO=8i!V@G|+ZV3%RKxikraSsv;1>NX;O89uLsY&puWZw5
z@Ya!}YfB8#UaOsd{?iC=E9KyHEdeZM{+-{KCt~37<6!ylFE7y}&OB*}mbSOX(eism
zFp1qMZe1+|$zW+3GqN3?g!K@q219bcKaTbf7n6tr354S7L~BA2$ZnCx73xW3{nZSZ
z`T$^IOf#rNHo^wx&uJ1lVEI|<I~T{9L(N4I8a|>3D(?%))8tE3IeZ~x)zxwpeZH1~
z%l$eZY&*bJ9hJg~k9p$Y#W+e)+rj(x67-Ee2vhUTaO3Y4yzTk*ypVPh)sJ~k4i+Be
z=I_m5?2;Dx&1we}##%r{qaKuqR)Y4yN-}zE16CLw<{LbG!T(u3alYV<Ri{It?erPy
zT|NhHQxP2f;Q;?^UU4&=czVmx*3$cABb42;g<q%FfvA)T$u*RMn=f{On12zuRW%(x
zBo~6<he7ghVLcxsu^f74B|@UbS#oFN#m=kw8W4N$J)Q5F0Y4YyK}ww=`R+FkZVeD}
zYRXK!_vsRu_q&Rpp(DlLk!hoIj2d9~g%Zkbw8SerD#1^F4i47Hp{TSfXxv&s<7O>I
zfqm&PF=8fOEbrm;r>!R&4rg^vw2;L8XT?Fc?HSoAwvSk4IKs#kZ>UUEAmZ6lC^=>Z
zEa=%nMxwOf%A)(k_VX^-kSI<s_dX{NZnOCe@~N7%5I%mk7VcEZ@@+R5-(Z-r6V9f<
zxB;M<4ezLCDFGjY$sNAQ3gCU<9QSUlOsD&PBhcY2;kVOXXgDrK_)Aid+INy(Yd_1$
zpB|(sArq+c#4X%)`*9$?x|j@Q>;cE~`WXM?GQGb_6_obmgMX19)%7#tpE?-A9G|C5
ziIs#0&!%AXSW1n?q;R^zEnKLmwdM6QOmlFT#vS@P<ehC4Ot>-~vQ#gUjf|PFSxlJt
z+z$t>rJCHwL;eu!Crg)f7{bU(d5|uYM4wmdaALg^`b|@XHDmH&Qb-ZeH3+4u83SbL
zom!g0Sc~2B&y&h`j<`m)4t`YZ=c6<Kk%jCzN}O?(j3{K1$-;qP_q~eR2RdN8AJT_a
zDqvFN5076nE@5;$IW)JLww_&z{in7-%73cp6VXc#8mPm$H7Vr$<|5LY7f5WZ{28<A
zE4}QZgt^JJwCjyM)V|4QU9VHIUu6PnM;T-5&2pG@W{Ae@HozTE12L(w2E?kZpm?hU
zsIGrTg6D>SZC3>!zU3wNakCzN*I$WEzOkH)?Lv@jyGMc_n_zts%ZQXmkZrc(@c3dm
z)G#J|bo^&xEAf};nJ2;rWl6ecH|x997vNPYr_y)VV_~gD6PNzH5{x1XA>~X5b^2Sy
zpG>f)qRV~h>8<l%zmg2xpT~L&-gZ+V`BWTzn*lA~wD@(~Pmm*t2Jk3w9B7I6@@IBD
zw0vKDpSI|DSw`(EhwmrZjC<4^B(|NQ`TI|CcbF%!K6D3Ym2ZU$52j*V>|%azBkQyV
zbA11Id`Cf0433xcfx2EZ#-TQYSL=6@)W!ff5;6ha_sP(U(bX_xe=A)*_CCd(>*3F<
zEb`JN3f!M)(Z<jwVwxih13O-FU*>Lv8jrKw{Pw9J_927pXi6l0rN24nrhTkem1zZL
zYS7m^KsU5*q&n}kLCkYH*0*LbPRJ5;E%`>vOyVp)DP_a&W&7yVYb9_bZYp{yEyabF
z3Q#?+2A+SO0`b!YF!Jp<C|VK;!m+dPU2ze3xxJ*j%^uPjC!*la&omIPJVRW(;^^DS
zm+8_~OwZiBn_uE;kA~l*(LQ@G75tF|>)<|-no&olSsHSx*)@E%WgJ*E?xkn{l;Pf?
z!=PHZ9W;blW?}AiqTX&qXFfB>oRjAGGqwzDB17QNtYipS;tLf_i+M4ABY(BPl!^`8
zVqZZr@Y<&Mn(bAUoZph)f1F|66fL|cWQpSMU5H)&G4fkuGZ4|)uzxw@+v5(HCH|RA
z*gkCeR;YvzJ~|FG0xHP5i)qxn+k^Fw#gIwAC&BuHbm)ClLd#ZVa<;)dk(R9Dm$s#m
z8M`i!_YnzH;hjGyrMls_kYajf<w__yGmB&yX%W3KqeLn-h&mrM$HD%57(LoV=Kgkq
z(Z`3WxoH|sj*A67H+zyEGnYCD>eJlg@2F=AJHv^Nq<=fp0lhZU>~n{RcCR-COK0${
z!gJv-^P!ClU7-b;A4%*x3rt^bj=yV8lLu_>ajyPNvb{6tcE<AUs{c#>Eaa)z!Xz;2
z`$NTS)FJnH4{<Ne#C_4HXvvoC+^Bd9DSA{vD%d#)j#egj?_Qw28ijP+mfa-9kooB(
zb!hhAQGQ0~3Nr8CD6KqZ1+ha>c+Cgc9_<-*cB`b11ybQ)_+0o?PWUCVqNvdDi}LzP
zmX7=NF+6+>z5cF&N({Nv!N~Xg!{HB{^Rgy*?Q2E_Z-s-OZ~^}$?K1f_5DqbnF>z$h
zMo?d3hf_M1(1_Ckv^C!pKb;0Fzo?FuMul)wb{Sk&ECSEARlMQ6BfQc22xy)uj1@SB
zrW&+a%C3kZV@7#0-+c*&WX(m5%f@7pUcCh?vIW)*2POwUQ$wlA(2|e{J;zyhaOECI
zI&1`aYlA_5hd17195aYs%55|JO{On+NX@?H(Q-e=^jKI-&xg(C&$1n)ixBHDJbI3Q
zd}a^%-SnAO+q@@*UE*kX?hUC*HK!+AKhZ<0w!_MECrF3MY&7c@##^JyNQL7bN>xQs
zDccak6xl5KEelf2J>gh_G#<G5mrAI*(hTcD7@ibmIWA>9X$+Xmi5-^3`Y%@a*RX~<
z8+gF%4=?CvN5--J!jTx&kDVbR#r*Y_oQ|(AQmD4b2P(W>0$$r}1D~*cL~BhE9Ev&s
z*ZddY>gsf;yfe&u1+9h1M+)?)Lltz1U#Hxye3~)58pa-YNb@?}$cyjo{Oky8@H-j}
zqr4WJUAU6|6cr;!<HS(%awZ8nBMm?I{i3-BUJ(6Dk_yuuWJRbXj@Z>e$V)%acCyAl
z!%Jbtu~O!x(}qR={h%h@v7}_+Bi;YyFBfAc2rF!+b1%*<g&40h%nx4#8BY_z{;?!K
zMp2aevZM(f9h4#aXXZmq?njz)=rs3Y>n`eQy^b`+O`@e!@<FL435JbkV&S$~e3^Yd
zykBHPHx~Zlk6OGWKTpd;d3zC9_p<%W^Zgd7GUagO<pGxcRRC8bw)>T=hlr<&X!=<I
z;E54j==ed(kNRW2x(?cnTY(NQ9H?vVUHaek0Qzl(7#y0|MRh`Zs2uC%o*PmP!C}61
zF!nat)$a_qMWSH6SqA0O&UKEiwZXbQ&xwPWF{+&OqPLjdc%`wN)4DZ6n&0VQ9?Qm@
zEQ%p-V-n!G={;H^D}rH}wdD82Fen(?2r-qOq%CU&HQ_nX(~E;a%PKf|T^@4|FGr!U
zg|OlA7An7Dl-j$p*-2*se)M$1#J<NQa?L3Bx=tU0UH*|{JtBO&G4p7w(4<@1ev+BR
zfsos<h&=mfM|RrC(Uhl)@N1GUZs+T{??cm|B}foVXRJZ@uq7aWSsJH5P$o+p#l&ki
z+f@j33kv-2dx_&1VF3Ygae@EqOG-dgU{gpy;6|eWzi>YzV>=rmfmN$2YeivFmOl|*
zILhzbkw+pKD@J?A7#LU4L%tO?L%q5q5s9?M8jXF_IZ=Vl%u3{C?ID^Uu!~=kw}LdE
zd_s-%3ZOJx9;%jYCJBL$$mF_Ky3_43H~!ZQ%=w$e^?sT|iyG#UlO+c@v5$gqt4<DL
zzgNRc#zq=lc8mD>%mSGnWjOAZ0-h};(6)9XY>FraxyJKUS+WeOl^$^C-nih!qN8-~
zrQ781w-x-X9m<ewp93?;k4K@nPn>C34H5e}ot{olr$q;H`9xU&P|iT3?46dA1ejhJ
z_Lle`JxlBJdg;XBPiD6+%h87m&RKFnRa99>7=>)@;NOX6FcaSm%dV<G_LbGp63RF~
zJ$BI9zm0V>tRbiGOhPlGALPr6uO!Mj0Je<gTMif+;>D@8<k5wdFg9&I-H{+o+y~fa
z-^3YI{8<2|paq!k>LFTRWI(g<FgH(D%VMZ>AN{ObMTKvira5kGcdxmJdKDvateyy&
zofF9OrbFc2Lj&Mh{^En0E<L=|3vTCD!?DEbIc7S7ow6cZY2RVSf$iy`3ukCya<v~H
zeo3!W+`<Oay@K#>OCcnE8INKsir~kQ>og<PmS)%p;DK5r#;Q|5k!)jJSR@7|C$_`?
z&d=j|jWq&7?7*<^|L5~F>;FGLO>fI^#>rZelX8k&at(xu7MJ*$A2Vs)&M>g^48;{M
zJ88nCOC-MU7=-&gBXic}V9p{p6!#1RPq!3Qed@~?x>M1$W;>kPP!FkQr=cM48M&8K
z**U`U+TSWnU~<k9$XRPaaj`R3|2L0>>v>|IM;FN7je@0f9#bvV{bcf|8o1;w2xSxc
zJFQ<S<Gyl79N*xE3l{jpdEagjeDun4-o*jPT3-UoETSRM*%9X5y9Beg>40Zf70r2O
zi6JK|!SK&1s91Cof{zx#*S<3N{(O*>zIjPUpLW59)6CcBfDj}YO^d7}Varp-B9yL%
zKc_Z;4Y0n=Lsn2$cL|;~E~1|E#*%mDAta$FjZ`f9N`l-^!1?oIXp>?Z9t=%`F-5De
z@zxbM_Gb~UbI)d+%*_yO;KF}h{i!4KkP0k3?}&B%p;%f6$hkz~z>{VO2v32j_xfS9
zZ3RqKJWs0aOlV`889b@6gy6SJ;m)8t=o?vs6SPy}aSb-~eIvHtvQYDp1WD*P4K1R-
zXgr&j{8~1UlM}MZY`vLq-1H2|XZ>>vV~fBxR-}UqvF5T8eetMM0*Yv*qH@$uOl?02
z+jG1jzIqeLUPXBKZ5#AA=i#T4S=d(?!1@Qxut#=1^sw`HW1$dEV~nBBM;%nU{s`}#
z7l!vu2Kly0XHfmL57aj7#x>s_((_7knEm$<iAZ^E`C#E&;_O|=?n@%zR}u|(r!L2m
z>N_MTQ5vqv7r}1jGR71<4$rd~kGG{6nkOrhEARJ#v(!p1zUc)S=0DQN{z)isR|)q2
zNP_?YP5P2?b)9Yd$%O95WW=-&BQM0^>B2YEw@`umeQOWNpLYn>rLptZHxE)al%bV+
z2%CXxLGaaLbP`?<^-=G+Ikp`9n)Q#oRjJ3R3+~{RL)n=8IgfPO94B{r>qzwRY!ol9
z!OP2BpfM&3e0#*G^p`@6^Yn(6H9DAJ-;CBr4ubT@qa?p{9jSLs2lohDcvuq8d>Sk1
z@!n13$|qNp8O#Tju_I*5Qx{%aY&pyMZH8Sl1fY7UGS1lii*ybbVTY|gZm>K-28F9g
zOQ09_FV2UZb=?pjyC2<d?Pu(~4C?wM785%d^QwIkl`C=JC#;mh9}UAKq;C)5#57qp
zvkZJrr9kMu1z@>O8D$D{SypW`J!9a8`*g~QaO4$)%c~*gb`Q8o9Hbxmgy8W?b@2R^
z3dM7(@xo9e&dc75ZrkTlABjznv8RNVzBp-_UpN(A&U_+c0;;&fM^D0~$b+aFx(4zu
z1;JG>38+4^jx2u9xZpPe!N}houkZ0DAE!|GHIl`zb{C>+7F+~m8gHc8JcxZGi(YN+
z@G_NxOjtZRt{#KA?9TE{E&@}8rEt8#CTb{`4E8xnY(KgLy-SL~qR;`fp3LW`Xnv)w
z<5bDAh6U7awleuL+yFbI=98ewA2_icH(*4Pqn;W_MmMd2jm0a-*ImmH{<2)eqMx+v
zmmQYyv9v|%9Oy=AqkWMpNzGYLhpr<O=&eK7v{Y=E+yF^CchgogQ5-B@hr`iDV3*rU
zybgFEx2%<FT@u8?b%mrv_Z}S9$-$WgifF9Z4(G-5NyOYFobSD&a|)kMZufJbdn}5q
zot#b<O<F>Nbrm5aGYLbNxS?n9W!f%rmU|?fOytfs@gr<^*j#Oo)76gf!j|LEJ$@Gn
zDold`mCYb}ek=Aa^v4U2PLs8!esJO3V!Ujh4lnE|<i;R4)U4wEo6roGZ}-vG9|`pC
zo-{c1?FW6D(n#xPFTvr3N1^cR9(>eX0tR9RP}hByTUhXh7XJImhd6hGSacy72zyQc
z#}OQqKEaJx<U#wEY<k790FQ^9r<cW&=xBHXI_$a*J+Z>DeuooHY1aYU%+=U+aw46o
z+fKI$2JlLrLezg{C;ho)CLB4>m@q<{aBai@z2;m(Hb1;X#%=ma6nCwo*Olwwt>#r&
zuAYfgrY6%fkFLU#yW6Q&*csS(CX&Ap?})x9Ps8IaRYZILF*2t3825yA2CT?pp+=8c
z7}T#v_qL|+x_i6WXXtwpaX6Xi3H6ckWOH~_?Fa@n&D`COzv%OdR(QVQ4c#dfk2VX=
z@T)rn(4#aN{9*>+os1yClq4wCXyh-*<<PU~4?*hhmyUyy6<o5yW9s7+2%i5vp$oV7
zkd?nhz<<X97(MZaSWcOWo&(FMr27n<G5C~cow?}WF`E==ZiYU+F!(ZaKGwaJ0ik>M
zNkokeo>KL~#AmIvX~PW&UvU@a#vCG^3E6m8Zv_>Jm<HqOrEy6ZV=GCwky#}d;NBW1
zRBG7(Az^YjrELR@70ke(Gs4)sYX|n}yr9x-2me`{@<&r9kUDz_s&;A#zMpj-G^YhY
z&5BcC;*-H1?L}zPeFcjDE#b(?U1W`e3ANa^8{~_UsN$+=knU%PnvG_(FnltO_Bt}n
zzmh+@BMsJly~X-n&NCKC5*R3?1HVcKr=34V7J8>~DeXrrbvwV%&xJX#;qobN@4Ik#
zZGV^lGg1cKf87}C%N7ns`$3c05S?e=L(87zqUh|sq)_JsC~NG%5S0UTlX)SX{&hZx
zk!hd{oAK&z_I}PYf6)6Pln<E8H2&idxZjRx&u;K0I-H)WRON;`G~jCDYV>O>hDeVr
zXmg!}B?DLBopn9AcmE>jwAs$FGtWYe(p%Ib+z!4ZcX4S(fjDM4>+h}q$SE=gTYN<U
z!B1l`%f^#7&OSkB-_wQdQ|5!#kPQ)ywj>@tO)x`uH#mGsgXYiu)UipIFDiAyyojAx
z_U}DCReFWytqsAS|Aa{QCJKEvc_8^M$P%QVSw6cx7hVU5;N}fE7<*I&FP%OP@x3xo
zYxkE144r~g%Xv~(vmZ`$`GU#O4*Fo>d3d07n)DC(!a)61>M{J4`o~tn44GG*e`kNN
zD3K|H1tG=!^TZ|^#O8;_jkyp$uLI(vpFkSpxLjQu26Ioe!09XdiD0BE-mN_d`?mCg
z+J>tn!F3<46l$THDon6j;2~LkN)kUd1u{)I3RcZghIzi(P+a?#?EC4!d<EWQ-<@CF
zl58`GY)(i2))EL=x(#lcR={Sy2xBT%P%VXD<kj;1w2S*eqs<ekH_Nx_EJz^BWeZ8b
zo6~qobRrZt{2+sg&8T^balx;gpnv@5LVuV%F5SM7_&hocb>>^B@4^=PV>k(;C4Et>
z`2dC;Hz&8=M`3z5%kgHGKy{ZFHqDHOqJyu<JJD3EI#y_DpUUH%2Xbf~Eey75`>{80
z0&p6qaJa<*_Ul=K=0WDeOHRav<@G2pc#Tx+2f;-l0kAcx21kpHoO0NHe7DREKc&Wl
z(t87xI<WxP#J{Eu<0T+t;%++f{SxuL!+fTKF8riN9Lv9N1;?i;_^Pc6bpj>udhJuP
zVmKc(GyS>0a(j?-Z^H?rjX0>i77eWyz~AU)AoREz%jT~{1+{FNo0J3Ij>pMJ;~Dh&
zw1h}AAKUO-9Z+Np;wgF6v^r@cV@XV-Uxv1V)wgN974y<tFZYBav>vbg(IBVqvOX`b
zdfeRJNfk~A(sPiABKn;q<BuyUm>+<|@HqG%V{_+u84yhqCi>hLl2g@%1u-g6&)5rY
zeTJ}+d2M#KwGzpB@gTu|Cg-R!ZZ4b$KY4p9-XcYY=4Qa5H+ATiUy9e<O8yT;=i!j!
z_lEJJXc38qrY1#1sorzjQi&!}Xh>;^5Gu6yp4xkfl+t*gb61EYktEqGWbe(_@BIFR
zm#61B=f1D&^CABnUXlxP+tJ2518s;QShvOD`_dNNwrVr=**F<B9V{@|YClBy*y5*^
zn?M$m(cZQcKIpn~-wPL@+|pd!wo9DxNsfcmz)zk%doI5{I|3hN=HfH+QgZJzh4qHj
zkR$h;*t%Fkw$~5(@Qn$CF7n~7ZP?AdD_=q1HHVTHdIpf<a2<A*v_aeE<-83y`{03c
z3h2miM2gD+AN>^c{S-#We;9_szqUN_)nXXJGsl;{CqUw~1sHGJ!!yW=f~q%)*gvg@
ziW~^SMdl}|lT#8Ey&-}1cOu~G{ZG6??{>yUvBy)zW;l@-g%c0VqG1jbarg6ba`bK>
zG&Kg$!b`Gvea#NkPCP`NnxpWP4EuW=w-3{Ys$o~_d2rkGoElqRgYgx4@Nc6M9RHp~
z2X<G(vbWdTpH|lb&J%;}K{~YXs0Z0FB!`}-BG9+Ek_=hL(?9?AKs-Bln4Ge}8+Uz4
z_rN(e`^zJ1s~N8-wH2!7x6oVL;~?&66jaAc!Mok_@oMvAXzOL&!CiMi%rpaUwnn3Y
zLnKyyd_r@xqKM|7$sic<my9-KK&x&RDO)0sr<c4YkG=)dX{K`EeAXK>18#%Ab}U>9
zd_!^hIo{l_*FkY)kkeX`jTP&C@E%QulcHAmvOF5*RwqG6<^`CelZ^X(o2brXTQ2vp
z6t3lt;7ZvYIN?%0?qN^Dq%>F1IHJJ(+H!F7s47X2(8X^hb0J;l5%2TG92#`?7FoVx
zH!LpnrS(M_^v}d>-ol^q;KAlfueTa7-enww2Qn5;mrHv`jxng*J_UNLwWX-8iDy>=
zb<@hk&$`-l;CC+X`;!thwdiF$lxeV0>?D*d{z6m7+0%t{g;99&AtG`wA1+tsU<JJb
z28}Dp+Sm!W>mA!$d$`iuqB6KDT?2I+eN7yf&V~<l7kD3<tY`rL0rfi&!%Zouf^V_i
zIBMQW4aaVf4>?c4x<wW10y06hTo;rbGI@VkU-#)hWoY29g#!uK*{&`Xr!EtMki5fi
zO2E)W>zp>|Tsi{b(=)Nh=oxAHlZjLM|M4t?HbC;{M)F|6Vcrb;J^V(o7BVOpfur{q
zqvXOIP-v2)C*`k$b-{X?rIZI>x&&d+YC2U}Spjo9bE%E%6tZz!68UT+#Tku14)|{n
zp8sb@tG|{4&6+@sug=C7fi4g-=0h6l9UyXO02(Hoq_g#9K_TEfiDPc5je`c<Bf}l|
zcfU6Y_DY9pm(%b#s~7SvSYUXRA1#myg6wgPM*gpElXQg~uzizCZU!sEg_+(s&MFg%
zX6}V=g0i4xpM?7_Zi8!wEpfKSSy&+ygXfg1VZitheY(X0oWs`eUzr+0cESYgJhK)u
z`cv@f#~GNf$5<xs)bPBtHZM>^o4Lf|pg2Yh``Y)SB@gJEYB_Rqycd+M&w`SNlK5An
zhV{8V(eUSjAW$}l5>v**Y|8dcU9GVHnjMZzIf;#T%TZ`<9_Cyh2aew~U_{jhoZoR^
zYc!GUTXK~%IKwbhQ6t!-TmyRqu99FO4fK1b50&dGAtuWk?|h8Hkz*(E&mRXehjC-R
z?n?u`L48Q7&Y?xu7vi*U@7kqnb7Ap65%lazLff@Fq3@(HNU6Lb*DNf-gE^a<vd)uA
zIR!9!!iVEWZgUb1DcnMbVPd_d3@7Z6qmvS1xjE+~@Ip7cV@#cgmVa}>aqu5~8Jdjd
z?zxx|_aDjGTY-=BUGUk~Gceu9gBL8FjVtU^@z1GYVqO%A|9&RIwuQmaAybFWy&{nN
zPY1O}Ct}*G`QY*DoQaN*Ax&8l2dAgxlKFk}fs}Qi#c>z>c)1o{_pCCxxJw(kGivk&
z>(ick(?R&_cO!3PJ{VfL!o+{uv6s_>RT^$^=@1`6*xY!_l#@{SSQd`1Hzx}}M?%|>
zEF>7F<2SoJ_-#LneT(^QUSY^P5-I{Fsnw7?-kR3j765ZEXN>teKyLm`#?C7Z)M14Z
zyx;MelsSH*zrR|7t!^QXdtr|TMTOW#4R~*rwcv$s1n_UQgN?)lv{p=pWmXxae*R0c
zMZbfKXrF}JJf2e}w>sE9T^(a`QjvFO5gdv%p<S1+VUg4lSS@CPA*%~f$ylFDyqE?*
z_pK(&6f7|BB%gSXSHj-!@w8rV1*~oI!O9Ukd=?eM{kWKi{2N+$tf+%7%svU%Lm#s~
zY8~rL@ag=?`LMiWB9Hf!O?a{n(ponwJU{s%$3M0a^4iuh|7`(eX;UI2%qRU<G_c|W
z2a=6f$@;b%oXg)>?7!X)cVnVS#FicOLki0z?6-#nUERc~LWa$i&cK2SaSUVc*N7*t
z$Tzpka4D}4zBPBF>R1J|#{QtEl9=nXUkw^h<Pw)mA+Yv!$H%+2V&v9bi1tq)^%@cI
zc@AU9o2-GXllhP{G7-{QMzrVb7;n-pe{harjO5+I`1pM?)rr-BHJieCbGP1sWmCmX
z?w(FJG2fMeyO+d(;Uv~W{n$?upT*Jv`vlzlqmtB~D*(mYa`ZnNQ~Yx)9-sVhMWr*F
zF-SfWG?N6W?4!x}>BmV@wXO|KZKYwPHxGp$O@Pm9HqavTgYdpz4<if1QRti|t#h};
z+D3CO=baDZ)Mi8Qu}n-TjUb<TmSEb{S&$fKhjvPhs3nmHjfQnN3UkqO>?`%Gl%ZK4
z6fpM7GBC1Ufn`DA@WC(>BUpELnRE{B-tU3i^LJzEbr1SnzYX`ViK3>4StxrVmX}M^
zKr+G#bi*rP#kobe)oVGnu1rO-iRpa#rj4kso<b^X(sAznV^rYiA6}PkCSAR|5Gwu_
zlYl9O@Jap$nfA+@x-BR%S!E*u{SC#atJ+EDO0?3~5Q&_(C_Ffk1!X;%P<Gmp)W2Lo
zl(>83(_k5|*@yMISI2Y4-}uyCX#<>n(TLyo<)cl+R(ex^3Od_`fqz;h{WGB)M>{pZ
zoLb;PH9u60y~2Ox69Kng7?R$PP6*$o(2?~sxIVWr@@T^ix_hn}tR3#;dQFaD)pKR~
z`dkS-oE}eZ?5@F|H{IY$l?C>FtE5?z7U4T-9~wAU36F}Dz+j6$rfU_WhoC9O$cV$a
zY-|36FKhAhxFV<@*UX#H|DHV1D#Sn)ePTBDj&kAV;55Gu!!|r1oBe!9#ZF<Yo4Fjf
za(q10s!dL69Yc+#ZTM(YGYm&A<A>i=g!$hlLF&P|xK*wSb-O)zTOGA9W#Lb5XGuAU
zomd0Xn&ph$&UoiH4PfR)OU`9Ek9i%KtIa)$vFw}a75{F+vhr9Oe+JsSLb2g*8E>lQ
zC1@NT4|X2Eh*^3p49$s!>H~V*oCWT1YwA=`kh?&H?^p3$j85=ByxGrBV`uZuZ{_gm
z=QXlw4Z$!|B`j6kfgwKiWXqRvppbtS`qm`zq~=eh>)ua5$xHHJ&@>mn-_PXkpKAjB
zR5fs)(@YorYlAHLeolz()dY6<VZ)1TTsNZ>JkLylJHqSm%3BZqwSphycYQ4vzbuWS
z*Cw?0@x(dFp)f!63LIiC=cUS`xL;F;YT8_dNeS!d&j-8kG|LP>@E1e1{Ht*5-7Y-;
zd_VQc%^;yc6RDkU7j4>JO*Ob^@c*<7=Sjz5bUL5rMQ1{2S`(4AsDXKhlVJO?RO)W!
zi&OM#;n&rhFc2}H66V|OdSwlz&e^c!${5uv-vY7HBeWwXhFJGqgi|~n*lIElzIU>0
za$q3|KOBR1%(LN5s5}W?;0jhXi?P4V7g7hO!#20uoNbs5cdLhzxn@eZZF&;%nk0#O
zqi12u9_HX~y9{wG@YuFN5SKbl$K;)_$hi>KJ7Jl&y0Akavd|bkGSYC*r!)|p>wpOs
zkH}Okg3Dqz$=UykA<MD@=k#sD8}crYhAF6;R)W`hXM@TdcUlpU1QP!m=(H^q-?(_e
zfJ`Z`Fee??-Zi5K8#z+@^AHrgkD-d$t8f|HnVj(|r$YO7laY2oV)>Vkzw<Z3{Ba+M
zb<__0Z(Rl)nr4PkH)ex)S{Cz@4bu;-gY0p03i6+4!?8t$_((|<;-voYTzQc|QnGOw
z%Qan;Uqa=hTS?OEyS)93r{#UX&v+f{q#S?#jlS331@ko3aK+Dhd~Xpz>OwQ2xle|6
z=HDihQd7xUi8}hLYd@}kw-F@j6jAy~6L-PoD2(K1Le)SSBuvu9?}LY7ZO3tpl9Y$C
z#6LXssg2wU&I${vN<kui2iLcHh!-7M0>>jbld~D0+3fTf{;D;g8g2rx#d#W$GhW2)
zJE8&O^}DgeP=}Xx#|F2)bcXntVwiR0B3U+T8;OXSOB@UHsKccIYIgi48B2Le!lIVK
zwX?FIa?~7~4*%u*r^lekWFfrviBDe@PKQ5NVoY?4%4iZNj>U(R;GouW<MHFWQG|U5
zbkCl{;m8hr61NO>k0;{xi&hZsH4ex8?J<6hA!-|WgHE~ye2i$sbDj<uu%rMk2^Yhy
ze?=(xshK<~sKM8-Te!D_OF>f23T^F^!QH!-Wd(#$w*LqxZ;;K~`H;Pv*N&2(x{6p8
z!rWxWZM+kr@zgZo8gD9tq-`tIL#^Ut)Oy1oxZl!579EMg_T)i2{&6lC@%vFbs1tG<
zMyXR^JZ@ZTjrSvksEv;u=g=?<<kO>2<<2oK$jT1)$BE%~B8XRyZi2Zdx4={3O8D@y
z1*geWgSJ#Q*;$fJmpci-NtYmW(ly5KTn|XUtcOi+qCt3c7S8CA;F-l*!>&os==t+Y
zuuyR&iI@?G9TL(|cHEnY9UUX$EdTadRTI+NC1KHHNlc$w0nG{1Nr+@5WY2L14`<e0
zxAFxElLUNMmknwW)%@*(>`d2NhBY%INx<(6$cQWD26~qe+ZmH_JmW*|`)ADf*D<ud
z#T1U*X#&rO)zBe%7#G~K!FTb~;XxjANq5IX2)7J$lbvB|?Q(o5=njp%HpWfy0#0^4
zVRA?!AC0i~&J6UET1>qr_0kD-?vSnH09Rgk(6qw~iP*ga7;yK5j=9Is@M-{VcpeQa
zbd+huNF~0wV?pwtB$F938*xNnhz7IH+Z2!K_=ecPvL(Y{`NR&@@7HqzImS4ryA+Dp
z%y!wvA0%l}1UQ_KhNIf6;eAj5I68MjNRk^aIX;KFj0jU-Yi0U;$OrzEd85SUSS%jz
z2c_Q6=<OU~%)ci_e;!w$C;WYJi=#W(4HsccjXfM#*9!B#lz`LdWLg_^mb9(>NxdE(
zLZx*Ha6!!ruKapLK1n^~-+QzM)?BS2W<GnMF(n5d?2dp9EZ^<)>oBgk<HA`<?}Ki!
zF`^pKNB`u!p~cVrp>!Y(%mtF^DaE6V2UkTGkd3fENev3u2U832QEpzqa?D}8oh}Pc
z()Lyj)%By{Zh;ulNS^_7zGvc3Hq%)>u>cM>F9q>x9aM7f0zto}*cR@H!XFpo>B2t7
z5O#-wu8UB3up11NKk-!8bwTh}S?b#?hViTqGQ9N%UE5{OzLm+~`m~5zB)6db@^Vn{
zV{R3<YWnK;Zn&Y@!Tx>XF$infj;DlNQ?UoN?#<xEU50Ee8+@JA0bLQBA@^D(9Bnfo
z^3TojmpS3h>75E4s1ECUj^MDd7oJIPgaYm)y3NUh8A`F>8DxkB62TBWR115O(@@9e
z3>{lu11VNVFlp>Kjj~RsVK*vZ-b}`cU^(oG{RMopA8$$C7na}dUV_hl){!mF<rr7l
z#16zBU>=<S*PkpRGO9`F%d%Z=b_sBPz6S11Sp-9tQN|*@3wYLrVqmMzLxFdXO(s?p
z!WVKLdE(vFWI`K;o(seQ<`mpDri;&qLt*1t4e;FCj_;C;;YX${R=Jz=X6*L`nO-e8
zceDa`2EFB+VhX_SP8B~rQGng^GjQ+w?U?VO1a;PY{(hblJ`)PYu_x2uP!8iO|1yLr
zCXKX!eP4$TEC=HpGbq-mBpqp0$XmM!FHcW}1+6d18i{c7OHl#7+sN^T)sNzV))x9;
zb}+1d$1*g{2{>=`6fQa0$zLn^n3K=dr%Ov3sMP-3)HJag+|qs%|M8aiuKozrNAj`Q
zVg`8ZGyq4fZ0vop9*+-Xfa=>^a4kAcMSh*c$n*k;aI-<DzJ<hk=nUFvs(`%8OJ3#P
zsh}oSOb_)0qYlZZhYPmjTc1iS9r{hr(MC*q$Hz_61o7X9B1tXE#4_+gy)<p`S`q;E
z1ELV}DGBdsdg3aJW-@(V4Vvq3q`mj*QFmAelih0Zo3$7OzC4U79_Q%%Ts^3AUkwxF
zkHK5hYFO39L*w;Vcn?DJz+>hqJm3^XcpEps`ROXKK_U|`a$2}IBmq+UMIb#Z5!@Na
z+GeUJ{M*?GiKcpJKl2AE`S^hoXj@GRXDSnEFMZm&yBSki_V|TY0e$rc$d1HPjOF#x
zD`~N`u;3x-RGJJuRv9R;Tpc&ZOrk;&1-RQk6@Jc30hhMTpq?rXciV@ko_shIhcFiB
zl}_Z?edBW(^W)SWK`*%z*tbClPP=?1bKZ2~tv8Xh?}-I3Wt<&U)s^5Kg-r7B!X1L1
z3b3sykPi5?lFA%e7#%95Pm2Wbo6S3_e9{=t&wfhJ+!g||e;F9ANCu;rgJ}OGj>fM1
zj|K&b0M|Q}v>fyR>j}HiQA3ifI$MO71+z%McnuXV06LO<1lQfJz&nh$yYXZ`Iq&g{
znn_)wF_rPezx^<I5YdO~xAwEl|8acSUB;QiLiAIVhp3x!u;N7yKK{8FYR((u#ZS2~
zYgRB^nma&N#@S%$?$wO%B8q>lH)B-H3iyxlgT-v!$PCsOyXJq7p4Hex{+qoGSA?@U
z`0LoVv|xJ--F=5<7w^Kbt5I0?xRQ*I*a|L<?Rfvv3H1AN4#T&yjEIFhNVxqXrOzYr
zNunt9tVqY*ZW5R-x{31c-XL;@CRqI|pD*~?8wGDo!@7PaV)r@~(#C(FhpiOht^Y9B
zznU>BH6%f50n0y}dCKbvI1SdRp&%m6a;KSH)Oa8cEv<54NxUBC7bOaT>VW?L&j49j
z(hY_wAgVSWRMJ~$u$>;B*gORCynYzGISc1M;DH<&fiI?-bYSOx5PE$A*39n%X-_Ap
zNj!vqg=6sa%NVFxd>jlPq=R@6o1c8$$&0O!M86l&*c)^O9yHFunZFFl&JBTRqpbvI
zZ(E|sRhCcuUJVKVm_y0sGEE<!4c7~*=$;elP$HNIs#Q_+seLr+B+HP=7g%24fhnjo
z4w5tDWI$XX0+M<s6Z4ZNcoUQx;LN==s&x7#y(key{=RKANs3|TzHyWA?<pDD6V(WV
zFP`!|s+&NfSA~leC<YPvNSc@Ifom@pz@pMy^jOC&+H1&>-KE(e^R$ozn(bqqSasaB
zKZ?ZOi69;uSv~N(8qU{^<VqwWq070Jw<q^15eS{n&YH<o)b+Z_G~sj*9Xt*)*aLcE
z!62|}A;g9z;H=oW<bsJbip_E3t1~~z@k9G?iLDIj`rrp?i~kUn&<=<-RK`M!K$Dz5
ztMSwULDu=&&nt?VfI0{A;h$Iycsal2M7C?d6}RVnKX4%9Ui#4E^PkXh0_xzm)d}SH
z9wRxPw%`~T1hv*RWbxJ$P~B~ff>VU3$=?~U?5r|TZ8AXTZ86m0=`^_Ga*V8=ZVfBP
zodCak$tbk@Iw-%7#%WH#vyBLasS`7x-QWRrmv~LW|0{<d6-~S^caNgQ`(*O&aXEBN
zI}W1?docW-H&!)ulNl8<sG%MVU%noIF#}7K9rUKl>LcKBcNh&(JPTSff#l7^>2&AP
zRJ<<iL);j*G)(I@2xqE*n)F1BycddkY@Tqte<w=DKO=qrau`$L0`HM|9;EzhMceXe
zaKg<VfBv`(D_Zs8es2z4<loHvE~5CRc0BMO#-Q;!bCCb}iheJ;1fBO^k$AgT<SPFO
zz4PfYsr-C`C|*e+zB0&j&I*JJs(z$=dpMK_h2d7iP7@FHizNMUC)meb2C2Rs;P}`O
z9*KJ*clap$$KDS5H+<kZb2}(KNQHw5r=b3VKXkJ0-}@aG!0~$`^9Wz0vXceiiq|Em
zHm!k#y7_ohv<>u^NrUM8RA|*IquHG@==R?<P_gcUSHGOtyN}~0h(}}SqIP(ekU|%|
z^acNE=jn&>9M?+2&~l;%n)+|V{}vCDU!!lx_(V-`c<n~UHPv!M#iz+>p%C2QupWL1
zmynO=PSNkGY@e2-f{O0Nbo|^|tOrz1_SxJ3Id@S=+L(Y!{?btSG!raNtcNLq4&XYv
z6o<zT!L7~fahzit7x+dMj?G*PuC*C3BXlF0{Ju+Py<dy39IQaKDG9{u;_>D(d4Bb{
zP{2BG{Bf)R`kMg+3hbeWUq<{-xx)D1Wguu%3{4W|BtO;;T-yCW@J%{SVeh1{z2f+v
zh9x|Bz?f{|b7-H7FUZ@UC(DL)VCGpK)SbBu8k0pK;m`>Xzh6Q_M>$?g#zoK_OXF54
z3E%*8-yVM(Lr7mGzs%wc6x|qvdsGVREtimo+lyiIlH2gj{u1wdb|Yh)q+q(<BswY>
z26J3h$<jMDbgb(R1pdBHb)r*2X4gHcW%q%uwQZz{Y*w+SF&VCw6p`w2dyJmv2E!(?
zXgavJkv0kvI<u-AGOy}^=&uO;kQIpz0`agyy@4+Mm4R<r_D1MbH}|hQ6c5UD(!MlT
zY*FxryZTdz*NaayB-svE{@DmKR42pJBtFI+*be{ATtF6&b<>%9w&3}5JD@K(0_^KF
zaNKY{*?9gLFZNbG=-nwMy5&_csocRNjq!}m1t`F2{jFH2eT-h-yAWeHoxmN>B=O<+
zeK>bgCbZRGr?FF(f!XFtY&H>q)yEQ0JKYMuKT{*7Kdm@YDTyIlwDEJ_WKbPD!1Jhk
zWYV7@07t##V6BuPshRDK?=05SprBwXE0+&Gn<juLJ&arHE^&%l`S7lLF1@sOH`(P@
z&zTyXhL!!<@NI`JJ|1Lq%+N$|GZCk*uEO|Yt~R=rva?jS7<6r9eVzqZOuA>RhQyTP
zxQcP2Rbo!lAaxZeRA3zs*<;YLJ`V)9Y$W?jf+)#mPBGIUuy4qMA18`Q)Ky>Dd@Ks>
z5|5)L<Lpk05rQ8(b)n>mC}c+K(!<C6iRyTFGV{zJ{PIhOX*OA0bgeVIKG9C(WE{zc
zWtxoVp@806^U!&D3wT)962Il*ARu&%E@oZ!S|=l#D%%JSd;iiE!t?Qa<T(0S#uNvC
z@4)=xqx2@Hjy}8RB3TxSVt$Jm-?|4DX_VmWKr>t^Jj}bg*97<8u7K~#&0Kk62zm^$
z9au{!e7&6ykA@gCLtC3HEcs2hP5zJngzXE>f;sZwzcPsb)eZ%+&q3t)9OzPAi?b^(
z63zaNP*W;M-d3JvzPS)+_`v*MBk#CPZXZaR@+r6p^Wpg8#b`Wl5lDN;;Ob?Wyr|Qq
z*fhN!mM*A=(>+soqH0DMyIP3ntDOfEfZbj5g+VlIfHYXxW4#E{1K$lv@!bm~he%)^
z;~$&XBCNmvnK8!P;LL0>BId9MHlCQp^VRAErzLshmH0f~x>dQ@Y_ti_d+miygNmf*
zP$;aEj;AW)%oqzT6dz7Ih=QV9$)5Ieu=`;gUKjDfD^CNk>)}q=F<b-7ZTR4?=7vEJ
zDPOL)n!odKA)A>;K<l6wcJ!8mOp7Yn(q#=FXU)Ual_F64zzOpAY{2e~OJT_aLh`rw
z!nvisbiPU*2@c;&k9-57BOZkU9VtY!j=g_2w?OI`k8TWMJdJE0D4KT}(qF8?11*`H
z<eDUKO<jg5YgR*CW(mj*SHRYXS)iGUU~tflPPDy7E3E;N*=}{dS0Ax|I6$pGCvi*R
z7MW702-|FO(atOk28V-a=d=Q%%KuAMt<}hdt^sQIK9%vVW2x}Z&*Wv?RGKX44Pqfk
z#CCn-Etk#XMkInzJ|zeChdbbb#VzonOpN!b?E~GCkp)R2Wze4Bfzjn*Ci=k(V8fO1
zFg7>`CQM`h7uxIS`i9l~=UQ`MQcDzm7f69`Nyl(^b1_64<Pw8?D{{ui0SywHVZ~#0
z5R%k|UdD(YO7})ji!glA`<#dgJK_88boBkt6f((HJX&8yM@9tTg?bNfHr+@4+3urv
zTnhFGdNHR*15EXe!orOc(EN@WQC-HoeCCzZz%-dEe%FIJ%CC8_Q4jW+mD2R~gTyB}
z4CrzW1Q$nvd5t7KnXv{Myv(QqtfjdlD|z-k4`G(aCD77!1J|Kcd|6W6zQ1A#mWU{W
z(3K+)taE{zwBL=nPOV`7PrxUu+K8^_I3h3dgZpV?iDrI|;CQ%^ES_0U#o9_>N8u3v
zK}ZU0AB+Wqu_LIY5Q!mE+hDwj8QL9qM%pHn)7jzQ=)9G8xyP-0D6zi<^ZqHp+qQWS
zW>*Ww_XW{ZM-~-U$YH@OahjoMf-?^$LZfdDuS0c($u4noE{^rS-ZB<WzOg$xdh5dL
zmG$s(A<F?OFMxM&ksf6gQqwUT+;;ap?B3J}H@MT#VQLAk^R^;a+rr#_zH~;@GWexE
z6$cmh@e&G^xPz~!fKjYJ1a(`%?N(>*$B-mObj>GW>Y_j$%8B#f8lIZ)e3HBB5Znp1
zz`I5cprhA7Tg2q)=M!hRR{5JCEWQM$vu^X78{ME}6wf-n-}pPP9AvqdUo>rqptj{@
z>^fcv)k|8*udE&Da=;60P1yTEUzeQNYR$63!XPO+jl2?_giE8#pxdqiYg$zB=ftVh
zec65LnKq7!3hafnGfBw5asYK=^vTjm+hKUHmmeR+IIL}>*t}^F&V`FZS~=^KsVNi5
z{7SSu+C-Kxrn;s?BZ{1TPEM|Hfq|0KB;eR9Qo*<t@p)Iss#1HpU+Oe*weBYlZ-%H`
zZzn7{#9We#!ojL&4w%V#!Me6sqI$4|Dy07=j+3R(hB>R3NsCd_`NAv@8P9l6BG7W#
z4<=1!u9v&k%x}I6eBFF-QTrA2=*&gG<M#=3G-74A9zK7P4gYDrrq5RHB%hTp(o?4n
z&}YSY@JuBPmrn^n3G;jGx4q}pDLf+9&vGDP+Y0Ct5P>7UsW?4$0lxD*$+~ZiU}N)_
z<jb!ByVomdL&O+wX`lkmjL8I{N?|N8&45qOrc=FJ`w(wBK`&#1_(*7i!U-!p?qYx*
zPqXQWz;9BTn@$$b;xNuB3C0UuU>%|!{LxfEf@{`;l(Q`!&98(54jFJSP{Ab8z7#h^
zE8skx9OJ7I>`bhA4v&d{=PyqR#~YJ+s9?f=8hJSbb{#8X+#4rU8{fd&V0;CXf9gTe
z<33tFbE`=;w!%Pt79I<Z!(@+E-n!qTWY$r47#i<RRsO_tFCzm$CC&-X-$iocl@(@1
z>%f$fFH|jrc~6UH@NRjrTv19Go#K*3k1Q#Nk~qS8Lql**`YIXSwu$Unsm#rqKTJID
z>EX#SePAVF?pi?u*ksvY&Qw|Yt#m3jj9j2mX=kDJ&SRKodzm-;5`itx7z^y!VLTOB
z1=U_k_~UUk-dr*bHrQN(;EG%PH&SuX^O;Zy&p=4s{Fq_d3P3dCxykeW7jg7S4P<;s
zAg`w{1CNYtDAU0FoPsTE_94%D|BvBxeJL1x6~yp|BKTySCrW$%B?^UcxHFv6IOhkv
zGXhpHzGoF?<xYarkBi}Hc?IuhXC(2T5R2Wxze&V;FVZa(0fqJ@IQ`l!vVO7yNReOk
z!0Zq-vVX(#rr{{5-%L(URA;?@LBQ&DP;uc0uYG6*dM2g8?TjP%?&>tyvhWDa(QBmd
zbjm>OX9C<>>JM?7r?PB-94`7A#V_nBAi#2ox2nn@KS-JGiq(e-p)j0v@)dV*@>TjX
zNCr3mo(@7m73ecyi+sHTc=fZ5C>-2|wjWDK?Wa$S7YCGQVM-F4H{lehg^9nGAzzv?
zH0JDpBny^Daf*V}Kr!@sbp{mI8=+&`EBeIe4ONLr1sB#8lbxJIJ?_<$_>4u=D>e>n
zOseS3Q`(?wA<VmxY)LaL_JN3v3tYXxvZwRS;M|Qtp6v07P^<Zqn<n26LzxTdIQJ4F
zXZ?~GSsaAd*Kd(MtCEOi%~I%_o(#{**({O8JMUdS%ahx37_aI5B{OD*5raJ`SdwlB
z$&vl!-d~o3RwHm<ry15tCc^!<$B1XG6pA=Bk(CRExunIZATqXzZa=>iE0!n1J)thB
z_<aUMkJnH`y_GcZz$a=ZNywc8BJfo1He>IwE?oXwE=hVeMpeJ%riUi-Ip(rT2n|8s
z!*gKl@d`4}U>Ww?q=S>06@2>L47e`?WBe#+t5K826~R>gPyyuJOhu9YIdE^wER4*o
zfnRH?xc!3GxW-ThvStl%GOK%`HE0WLQe6#$y{8~K{xV1iWaIw#(=p`0sBw{xBQ(F%
zrB4UWL&QXNROs%5^^3ev&~qLve;bNAMi*%G>Fsz|p#|hO{UKFBiS)G(2Q#|0(CmJZ
ziJ#O))O;O=RhzehinKqjJu5<7W>$f)?q=LE#QHd{wIEoG;QlQd<@`tBe&cfZVQtK7
zuNLF>mlTi=`+VBl!Jet%zf{4WWm1Bzp|e8^$;5ZWvHmWIIqtwo6_-FH;yT3N62^0s
z`8+BUFmgi%tWEaCH`lCq>-3m!XsI<;upER=+9G(~qR!v<SpsRz1X8TCf%&<^=p&aD
z-ul1@TIE|sqmwSs;+!zNTz(#mW6e=-6@lT+-Vl%zhqA2)AU)CzHlI07Ce@sQB>qm`
zBsWu(|HJl<bu&=UX$?Ks{+q~{xT4;=RPHhz0Q2jNMI1C6=h!t<t7u=C{I>|^+Ueka
z=XAKWlLPnQ`!s54ByL%3j$@BRU|sJIlD0S!BxfsP?&=QSQs+oCDlDcy*mEPF=Zp~!
z@#MZ4W9nV^hxqr^pnvZs$lo~5e<wZ(#4;9PSJ+<4#Rp-o)=H|lWfTioUPJ6$JbpEm
z1sVUt^takDI8-&Fb9eyrNIUS(?~H_fE8<~Pm$AohsDaB-IWQgkNA}1F(U6{dTvJpw
z`MTjEoVPy<Z~QO7%Gm=Z1IMm%-Y2q2T)R1uBrWhUh5g3z614M|!Y@1z#t+(yQ!*dH
zuM<w#*mD;DUEfUF-uyGUGIJuCG3bxIUqzvc<$ac>8RO;EkGPh7?x=BUA&`|y@ZXVW
zevb7F(2?sTt5aQJi|$S8d@}<6_}wD?o0q}t?;P$HkS7Lt@*vTogkO9`;AGeVqJM24
z6iwD6v%Zw#SC=}>IvUNBU-6su-~D(mT*J|Jw3nD}-GrtdZ1(@ak=K(@OV?LT2k+oE
z>YVR~66;@5*T*~P)FsW-en=F*Z>q*0Z%S}${aNf5ZYQ(H=i`RC2_QU61q{+Jk<@NJ
z{qZ;tZ#$pi0x}=a_s)~i$vTBzpU{k#?kvED5Oc2Mv=JvM_M6MHl7%Jv_*j_A+}^vN
z&>zWDa8A%E8W^64M>47ycZcy)ste$B#6sdDdI)qJ|B<D?HOb^w5$^8QJy>o!7q8!C
zUP@ba`lGiNGo%i~l{X6LqMuGqw`OANjyL4Lp9Bj=P0@SiBK)qUiUA|raq7R>7^1HT
zr%f4UxTBL6Ua^ObZ98#)Da&tL*We~G3lNS@f|YRv@a)C|TIl+Z9F)z0cXnyS(xs7b
z9)Z~Z+JV?HpWN5jE~38XBmElOLH^m;!;r=r7&>1|AX$iB&d#KID`fHUlzsR$ZyVjF
zTn6_K&VrmNZRp8%=E7!-1+yj*N1b)(JCcsB7FAI4O`TR82}au~N1!M^AAjV|Lal3q
zkgKJEqfh%lW%vkPHY5)`QwuuM7z36WGvVvO6q3E67|c>`!fUbX&>$QRj$YH@LqHtq
z6t>1~y)s1CJOZtCo)I^1FWy|oVn_&7q^ZA7(&_R3__}$Bwl7SBamAXTV%i0T*VmGR
zo_!FfGy;!{*HDicCh#*k7s9@rg!{7;Aty)_)PJhrulQ%Yhplq3@bY2a=C|W$hEhK<
zf2qOEHAsVWSr7c+Gl`%1a~%HL?0{c`?vf*W`(Y2)#4U_+0Ye!hY<I3CPOo}_8_5Ng
zuqmM3{f8D!%7O#y=V7<r2<X1si66E|LHbuC;#XoqOy<W@qbDh_X14*}%36v3=j1VY
z_F{7XK{7AjkomiKyP10i&}2smINO`!&Mk5n^tB)6z4^@l9Qv6`U6q8D230V7LKT@e
zI2ET)$i`nGJF&kukGhq(q8l#*-B&Asr}RGV;bdR7n|7p&H(aL6rH$dQUNUG^&nBXV
zOJE+)5gs4O2aB3xuw$wdn(yAgp20qtx$_n|8heF#jOPHS37Eoo&ZFurpjO!qaUtP&
zx9TM9(M@ES?_m6x5rY{|Zoy&iXvm8-CMT2zpe$@5jvsI!&E>J==M7aDzu5vq(+hY>
z{z<q&wgQ#BqR?e+7BmUB-~xUeXs1bG=)5Y(JTe8U%eLb1kU+=qt32S}@xY|I24dw{
zOvX2-!{O~yO@#Q3@asht(HxqLrZK6gtnivE9C*x6OuyJJzs>?|BBU8JIt7)(&Ow%|
zCF_X_!ibRvo;6-W*R$DR(HL@v(vD*0q!etEG6q?5HCWZ6jOOo-k;Qo%u)uLMCf9C-
z8*<0!q1nIMzdxwK5w92+6l;ddnszkbB%Hd~UWUc<Qb8%o5ED|v$gk%`JV}jI=7*I+
z-p6QE+IN<=-j*aA4cEfxs8Gl4{f&5*aaB@m7;n#SGhI`#3{FcWQRm@$F3eF8nuXa;
zQA38BUpPn(JWj+15$8!_k0^dI;gk3CCd2uu;h1^v0lC}N$0No2aKJJLz4Z%-+U8L*
zx;P8op1uu#hEw3Qxi)dxlto&PzM$$g^B`9IJq?YrfWiw0VU@qslB$Sjw1b@|ZnsP0
zyU;#38oiL-Rx*Z<HdC-~%L^FU%I1s-e)vJa7{A@(V}<$>>^9ngzN@3)^^-2hi`Rhk
zGu2qW;VIYotPB?32&Wf?@9~x?++`k4jg~JO_i4uL5aL#o4h6g>oN73WJKVH|-ajD>
z4SgA;`ujIhBp?9)!Zh(UID*1oGx$%r8u@06aB*rao%`|`u~`_$dC$uxia7~rT%Hcb
z>92V+l|wOWZ3wKZ_J@^4d^|i9k9^f*czsX^c4s{1o%!bp_S@X)rT_Xkm3%?!vvmr7
zSto|BQN`Hg+{GK$bqF^|rK7BV2T@rOfk`3m%;CHT@q8^7zV9VJ_obkpY#O?brqCTK
zqOg6VHmp8xhd${|)as5W=@xCIUdrh>T`~c}Qhrc=jSDWRSBFox)5%ex1i1Hl78Hpt
z!+_oDQ0QFEy^(7mITvEMOR1iaxwimcN}WNY_Y!bY$OE*twvqj6<~Y319#!s(qh^^t
zrsT%rn~z_q7MmlLo_kA&2E6d$g(9e^$wq5QA1tkFKvC9p>}qxfD`RI^V8F+94_ugA
zY>bAahf>)SdAN7tW3J5cm5CwCHmzEwh<SJ1aro~_GB!6J1W)MVqktUt_o_;U4rZAo
zr?i;Fb^Fl4lN_#{7K^vf+$8<C(@aLD9t6oSLvnDzPoh3s4aNnqvkcjR3)ucpw9TJh
zUi_1bdKkbPo#Y9NJb;+HMB`nx0_=I70^OAX80Jy~&;I+yONg3<BTF@C-=_8Sld~iy
zvYFH9p~DE`XP_@qh@GDeP|PwGdTp79SLinJTbj>yL_^g3Pb#R$NWu%7=k#WcCteLW
z4im#E>8tj~1t~~0CiQaKPiEr8o36w!<r+^&ZHOKpDyJi>B0>Cmj>#3LP9jlN!T)yD
z15?NHV5SYw?;lT+y|qi}aySC7{$7GZkBrFG=?&2LA`DJuZDRS}Ji2ZBTIk&Aif?9C
z!st^0u(HyF5&ya1;x-lXzs12{i!|hGyrH9`cCg6(Exmj`94|L&;Jpl2^h?u(KTl3#
z-G~<^HE2T4i7K?c9RsvtAFjK<35tx@(gVA9(eHQu8E-86M>Ud{&^gKR;Cjjl?-$p>
z??-bmw7dycyW~)Btzr_(lZHY!H4te}qfIaUQRGhrT;__<pWTrfK0Tu1Z}rf7WB^<(
ztk~>5m7STlLe{A@7&_#DLzb*3?$*lVs)|To&Jvovy_)B5dy00>I|qTUC-81`2BP_J
zGV~|3;Lr6{5K&-B9-Wy?CYW@9obE;V{IeBeR~m5^NvV*jegfLaYV<DMgvlv0>F0$d
zD8yJp%`ETJshJEbeJ8_!HDifv{YpBvhNJr5atzTdf(bWL>EHPGWG!PTbRR8)8?7<8
zphST6aTV~@t9`5!6w4*PNredgdYU`XNDgVfr5*2{kndM&U}snzy!99lRbQv#(>*>^
z{d62Xv__R$LLSrwCSqRIW}<gC1?L6I(154+Nc-eD<aOT?e4@Myf_ozI!3TD)>e0j1
zL#^bH3m*=B&BHu7NjyHd9t*CyfTiblXqUN!N@d5P$KW7N9tp>Ro)Va-84BkU^{~5s
zHfm!Mde^jbgQr*0ok9vQ&b<nqdjc_j(HLnNXaGn3)3`=yEq(sY6<SVRAm$TlAzO4E
zCYG+_4OFgz1CH6K>6M11<{wCHj~%GZtYLn~9++*n4N98=&{bv)hWs}NEw7rw?mw5{
z_<|f%EVjp(yR~R_<PzDn1*v1RBm}H2g|Rc0)Zbo=`IA!_7rm7l=oN$J@!!0CT@-JM
zi{P)_6eMKh8K;~>v!i>-j$5-iv71kLb5wU=_o=t^Wko69b*C*f$gZI|Hf!<AgxUD2
zE*zy8Z|7myVR+UPO|Jza6nEO;+g~3!r>+z(PNo7EuI?d(?d5NuZpWS0%jrPzEbc_T
zCi}kCz|@AL@Gi<0mUnIilM-h*lbS}A<xJ3H>>?GcI>lJq+c1A!EY1(K!OMpx@g&bn
zfa5l6l+oCVR$ID3e9|E_o*DovYA=v?KiN0!=r$T9+YU9|4*_L8!Tnq(&m|}lmBvkn
zRm$gK2JbZ6N32Ipg;=y$tARDC%ztbBjP4K6z{7Z$%ImqH{;w{Gi#Q1F!NXv^J`i<J
zOvGD>j0IpkgK9WGrrt$<XuHpoME+d~t1gW36*CH<XU10|HF}G=fCqVAkLF^w^;Pg-
z{Z+5(7#JwKM>c5<(KVwd!RkW~xOOJP@YhH%2$RP+lkFG{y=0c-3!3&;i>9}xwZF|~
z_ajAwnr*ju*Ug3TTIf8Qx<C!S%eh168!f!8p#rK`g>c27D>Oa)YH}{IfV(c-2-%0?
z+5I4qbJsS*alUJS6VRjDM?z65OA*c;83&S2*^a8Mh$P1@hjn|qVZ!IxWQr2Y-{13r
zi&19qB#HH)<m~ZI<R(1AI;wWU?)c+sHkoL(pFR~x0L!Tvz}Z)Wb9pfRd?XugW-fsC
zvrQl+GYxeNc9FEv{m|an15r)uAm~{RZ~nz55~Ma2If)b)+_wWS%BjKx`*i*+b~l-O
z=@Y46z?k}8p;!<g2-b?%$%>OVfH|RQWcXq{AaMm=ITpYH<4E+q@{}I^TF=SU3_zb?
zAC&#&p|<)bvRwH;WA(sr+&0ICF3byq2LY?$`N=pijZekV8|wJw;cj#-62a1g1-MR5
zmUZ{7V9ldNB*Zh2AJDK1)0BG{^U4Rut<>f;x>#RCH63@Y4TLEZ^YICtgNrlYaYtC*
zpx|v7xL+{B`;#*0JE!0D(g_QCruzdmuM2`Ekzo=gz5>NhG-1cQ0otsx9-j@Ygr92D
zsC&K|#!5zkOlt$rxN-__?E=P;4T`2K=Y$d6x>7Vc*Gv{(ROiiEa|nD+za{^sUE&Gn
z#o%gQBfTOnhZS-&LBVW{JiWFR)NN<5?zKMp-y*PU&p5DNUBfbc7pZ<!8vK_&nZI*S
zJ-us>Sao~_9LxKU$n(-b?dvgk|MxmQ{cjQ;Ji)R|EiKskU?J|l^_2t!hckXqHr11^
zN2x_VU^SMG1uVbz(IKCd{`|^covRHWn+0G`Oei(4^?+3$>WND8axk~eLxDpTG+#d%
z<UTLrg*{ZKM2PWIsyayBm+Le|%MWj`edw=yhp^ISi29D6qDOW%qu^T=oO{s{v}*i$
z7bh;oUssdR?`A3TQ|0L9bXoMfzJ+>*Zi2%J#~H6?B`#!Vn%{R~=)&vOVEZT#m2+m|
z`s5I3z443Jc|U_boEL!yCB;!CG8O_XMX;&y2e)TSDm+OJ#gUb%5O_EaBgW0ZFvVIt
zcxDgrE4@Z18Kq;O2kWHFsKYzs3Q>7;7J4SLxqVJ94Got>`8dWWQ<{jj7h}*O)E8x0
zrdZ+23sQbB2!szu;?u32<Z1VGyi)&y%E;|RJH9NgWw}>93pW`48--1mb+Pc(EBfV!
z7Bs!s1_N0&5Y}FdQiV}`#Uoqjv|FoaQXycWs4wig7lrXB%dm9ADZ1lAH12x*f@lgz
z!v^LAnQ~(}+-G^pD+dn3#LZjagD2zCHkz>9?p}y_BZ{)6RZw|(GVgrOB-H)ZhD+>c
zqv8Y$7=5IL0u}+V`RO%c;C766V`(MZsY^h{>S)}P!cYYxl^`9-m{bNCuq><sKNM<1
zxqcCR2}z>ASMK5t1m%FCPBEy>?Ic}cxsY&~^;YvmNv6kQr2SWkdNp%8-!P#KgJwig
z&lGo~1-7?lVd}$5`YH7aagesaV_gPBG5H+br+tBYuct`#HAC=ByepQlT=epeVfu1s
zB)**P0tI4KywDO2>QSNqS5_o5*6tLnG+qIlnl|7)3rDmR5QC!PNUC64MvQJ9fu!f-
zKyY;f-F3bZeZ=bMoMGl3vF_*Rt1jSV+7H0t(0X|AUkJS|;Y-h?E`g}g)wuOC2fL@g
zCvH_HFd<?s@mZ`--_LG@2j6yqyygPn8~TChUv-#}83vau7h!yKC?;4jKalY{v`F6!
z8Iz*G=rUt~>ZuVy^-wfU72@@+oq?|pS;EEWecX3T6C6Eg&vGnc&?pzqn>bAidv}!Z
z>9l^3xv~jY<T4(jYcR~rNC)%H?eqp`K^_SvK%<o)+^(1j<C-5p7Mrihm@_6mHx+!8
z63~G8^MpqXO-fky#5=(k`~G!8uxmN5rS=+psSZbn&JY^I5L4?Dh2h+(JTMiFLb7p~
zS_<!@53aSr{_T9gge&kRYcVdJ8rPn5-5-m*o{?QIa^dHbUAQ0}F!6RP&EGH$pS^9M
z+rO^Ccxh8`mMVnlHuhwD(0wq|*M_*A_sCq<dr7SEriWt0@hkprzfv*87*=CMrRqMo
z*wulFmm8VbpiG>urr`SVx=?$s3zBBYfs@WHa5d8gg@j3T=HGH?xls&*otI%mE)0jX
zrBVA^BoP=p3Hk-n^vCX6=>G|D(@KGyPP+?FmMGDVRzFbKoIukztmj*~9-*g>UWYgL
zuERsYg(wm+%za#FOz-HOpx-XnP_a@ivgWh`Z5uA7Cuuh|7FPp5r!^olTEg72Z7^^%
zfKIwEjqa9Lx!xFK9NyLmW$jI%dP#tKze@n|Ifme?uo1Sj$>L(i4#pu*014CQ#C^3N
zCiGu}tI^GLZVhvhUpok2XHUZ!aYx}}<wf|tF`E3zi-5lwDtNsnf?QpZOQbYrpy7iE
z#{F=Hk0bV&y+a0mX?cKw`3b5-r;}xdS@3W37_a*JYg+O70|_cS#oI{tV_NP+`mN_X
z{oU#dak<t|oI8aan-vW^#Wdl?)n3?tdov{7I|$Xe{?K5uhq-Q;$7tycn7?;A2q@&>
zx~LM!$9b?v@F6cl!U!TBjK_Z)B`L3=2G&cP<CpIgM2DO~=wBl-n`{H8g_u7kbuDQ9
zw+aS}tYBB}2<*Ia79>^8uxIchTyGA<GRr;iTZQp<4NpOfcOlA4g=2R@9_sIO!525a
z()m+3@MZh<yKIK;sUAt4tmfmut0;(&b%LTcwr^dY0Ce|5o{MuUS?@joW4<4_7WWjO
zF_UqX52b&f*RyP`0bS7D&F1WuEbm<j3zswgA7jcax}S>SB@tY}eC8e2aiM?ImBC|t
z9GcgZf^XkBa(0U~j5uz<sT0n?lb9p0ekJ49M)=ae)?Kte_%M|FdEj75F(I}6bk&FP
z#OTpa;_KYWooz_O(%F*i_voSBcRLUsssku-LiyXRI6Y}9z_}cJxalw&irk=iqp9HT
zH%j^+f1{K48<Oh@*+d<s@$Z9Flo~Ullh-+dO<tPOo<kfRG%N<;oMZ6hYoF1@mw9+!
zHwPaj=MmA7Qj9;Lijyzp(%tQ5@bzyMmoqU7#UCpZ|JViGk11yKK0lVty%n+UPA={&
zH%B8wcX-*=2#@D>(5%Bsu)aP56>c&%(#`_vY_S1)a_8bm{YO$Z{tLUCN~5jGAZM2z
z1u6QMX!dC}`nsO&GE^yG)+=J}A4BS5Yv>5CllVkNbDNtY!297K7+rD0-rrV~pBv8i
zw-e;HFu2yOvHdtttp&nw|D#WCFM#?^Ta#@nlCUvJfxbW70$PWy;SYZjihH&|!ROng
z?@R?0+0;?JG$i!KHX_d4B4^L3W7o=jC@4J(pLW^fT@7W_5zZn82FJL6izb7a_e4?`
zoeiG%D`8fj9Jv2@3~{S$@wS-2lGk=}=pW3%)CI3-_}&}jJ8Dx~b5&xr>lg$;8c!+7
z8MjW3p-*zRLBZ9BCiBuGSg*Vk4sq!qSo@NLuq^JreF-tje+&irs`#R5C4{NU!YAez
zw>@4DZ?8tf#_Nl5xBeJSI$1>a8Eu8lnX=Gk8UhEO48f(I1pK>U4?3Jmz@Y7dM9u6V
zEU3$c>Wi~s!-=odGCvO#4@Q!(H_So$B?x$~0l0OY8y#j0laJnZ#GykGXLuXqqKcE?
zXul0RPewCW*B$75r~n6Jdg0KU<#gw|XH@W#4o^5Y4dg_#i8T9WX}GMyH$sbXblN#+
z{j&<L&tyI52`V_Scn}^{r~i+l^A6|od*gVLN>TDni6}FYq7XjkPRS~gnL?$Zp@CFH
zWbZAb>=mL&_H%9-g{(+B+Dm&=Qor;2+m);9<MW*7oO8e5uNUuKHQV?9y9=Xhw?M#}
zD^NT)jB7h`5zI?EbRU{)z^R#uSXi$N{cUfE-S==X6K~?R2uOnTl0M4)J_iTY?ln|D
z@THmuJc!)H|8UXLbf``6V%pPI2s86(_-~aTe(tV^L~VCc*-`?$M=9X-R0N(4sFA_}
zRotF4lLWT{n%gj*gZWhEr%$IIYoqAj6S@u8u2;Z>gk-vOUje>7^p|Su`onw69Qg9U
z1SHg?==hyWARw4Zd20?+({Xji8m<D1&2xx@aSz$S&bSAkgn(!~k2-ekCnFYNpf=qY
z+<h9LA~b`0`XK=>ykd^Qvp3+ppgIjtAEy%YlUT+(3`}MRqiH}2F4~iir5^%NVpx@q
z>c+y^X`{r=e+wN5ctK>64xsU*c-Uv~o@<+W1wXu&2g&;h*mnLX`PZ4pyJNi;tEWuG
z(yuZgofFNx@+XO`MjHNgFu(;XlBr?Xc`RU^oHNydc$Qaz<4cWLGdPfX)7==hPa0S6
z&Op5%3%QRzMKCC~5;CR-5y|`fuuHuf-8~s!@#bz={htpM{#Szq>z9Dgur%f;W}%w?
z1r$2_naHimps&v*k~P!<%+#_Fr1sE{xdBjEE&xwD{*YuzJNVOggN7b@OlLgX0TbVp
zVy<NqX^Sug=`D6}{$(*5WRz0naSdz>^@nv$<=kOA#yDj;tJOSPSSPj*tGBVtN685J
z=b{O#9~Ys-M{Vd(pT&IWhG5((2mO~*;Yqz8Y>EXO?Vm=ZTa&SP(j&6RSs(WuPlONS
z5^(U45l(oumGlh>)72tU*w*!j&hbA9<4s4Q=g2xt+?@wOrG995ItJ~>Zt-G<dmExU
zl4w<-j_&#uI^edT1&<f{<C$4O(802mTT3VL>KiZOe-(vLddZ);eRAkC^$TR1NjX04
z8sP2qyUlZ|Z@|IULR>H|OoATQ;rX3cxe`Ay+Iz+x-poFTf7Fv<NU{Z9jm*REH<RJ{
zyJXT(d<<>VSCe&DFT!xdY6zL&hK`dT!@}QZ>69n=bnT~E5Z+b_T8pm`Mb{i^5E6=~
zeOVtXxew0V?t`ThEVznaM$8512D!a;;D2c|Ss}g&1;@I{xd&$<UN;*a3UMGhy&k@X
ziW9R}E6J>QdpLRW2&^W7yb_u~_dc6~GZ>@&;D$(AqXaPS+YCZ3|2X$z#@afRghIC~
z$)Cym7(aU<G5iz*b6z|p>-MBU;sO!O&sX3@r1nE{Q3%uIdBLp7Rq&+yB$NeB!=Imv
zcv1x|u(~q=TE?<D??p~{R3H-e-tMAi;(r^|d?G-wvjV>Porj3|3UKyBCdij{!rT=T
zdDjm%!Z$YmHB7$>@BEj8Wbd5@X{{7I<;Ob1qLI2G($`?l?(^iY%08S^l7T`eVsX~<
zbJU#I!KDp!!kLRZxg6%U+)mCCyEqXzHXI9Lch7<Inp8CEzX0$wn8t2=uInVZ5x)oR
zfO&B(AjkHNE2~4GPKQG6F%L4ZjjgH6yrKHtTF4Yppeqi0qoaciIq<$6HZ~{I?9Cf7
z+B6d$M4Djwm&Ke@J0JNJw;YPnI+;7$ipEKIgSJ=;SXK+bG6iKY-Z&p~yt3)1RRsO_
z*kX=IDJrqKk5+94$g|#ol!OU<I(P=Z$_dfY$0aya?EpsV3K(wV0WYOf;O<*Rx^F=P
z6)+A1@A@*{%xSEH@x7dr7_8;K>RQq!dW)PjN<ots2~<iYgf2cZjko2R5%fN^#(_-(
zyw03ndeR{rSq2qEhwt*XSe1}|Lkmpf567Y2Y}_4g4DI(!QR3+<8aHHyI)woZ2KxSx
z>S=}h)z0C;dwjS%HJR2Naluo^y>YW_4E2@Cf*(5*&^|K<q^=jhJR41FJ;4j#6~)8y
zg)P`J{TX-cNG2Zg&SP2AAm9SaQET;DT6bOwEQ_tl4@Se{I~h~Ie3>Ws#SM_HbKmjO
zPRxV0Tq`*6T8Lb@lS#Jml3?c70@7@@6r6)2!FA<w*nBpCgx{LMDNVM7&HvV6sEIa+
zd|pOG>xb!~5+2H3FCYeUDo}u(8CR9vB0biV;7j@{8ozxic70I7XY-{<UA8!p>e)l%
z@1KE?n9cBf%VXZl<6F?&!x!(`3gH%YYcwf{fy1Ha&|!l;o%<#fJPaaG=AZ)3?$^MR
z-+4sDb2a2#I*)%q1&8ETp+L=aoO;6z4_V)$shYVs!p>O&;^%R4mJZe|ZzHzCKgf+z
z8In?U1nqpX$y*OIy1D8Q8r=zp!nibOFpFZDCpq-UDudjI0uUhaklS*nh6eX0!SIfw
zAUy90HTfY6yx_x}54lNiRkc8eY$RDPqKzt2kznT5472jXk$*e^o%ZsG_|H@b-PuLo
z{P|07%wzM-*=M2d`Fk37qlWx&PKN!{E`aArLt5xnPX_9JIM>GOQ2P2D9FA-!x@UuM
z>k@GszN!en^EyeCS0i1{`bIvU@vz_V3^ws(u)J)X7i7g|Z;g@k--rl_+=lfkbM(l{
zwy6zO?Jcm=K9^p+Er5$hco?4`2-kF_!TwJWn4c|%qRq~bKlLg*OPY~F{xaQMjc8I>
zkO5n(ok4v5A;t|nM`Jw8bw96bC(fM%G&nAvT0Xu*=X_m?``#X)T1xZK=}9^LW4oCg
zWx3SRh!BivPX~d_7-;!-8n>UQB3sM7NMXoEY9nlhocj+lceIbWu-&lrQ7E-$cghcx
zBXF7hYHY54PVz1;fc}Mkx_RU_-S;jWzq<_pZ@3W(LkMa=kR;y>BFU<q9JoLAguPG;
zc&ifkwX(VIuQ5*9t_ya|I08@G6UayRFckdI2#<n)=nBq=gtnF_P~AR>-21NxzSvd3
zv%{yMi*Z`U-(}Hbp5MtYfvKdfZZX!D3d1mCumt1|@WLeyL0xzZu3r`fi$p8PR1qP}
zf2fLU_@bfg=|$jXCIaaQgMq7sQ0VxZrkm}@C%74&O*F;E%wpR5x|^yEodT&wJ9IbS
zg<enYK;E)Vs3UcaGlK-O!f6`W+LQ{qD!D96EddiJc9GY|r6J|K9>gRV;uNt|`0Zy(
zJF>#T_l7^jstRH3pG2^&%7uxkYPh^$JBGYm2)};K!k-KFq8V4qy^l78*~x!NNcIxq
zWAlm-LB0kZw+!lD+(H{0y5Ot=(nAgDoZjS3D1JnZSo(I7o8H~z;WGmq_20;aud0O?
zmnVUe)>KT)aKupgb#OwXn_EGm!Tk&$SdAUVXlb_ImS++_#w=-_CeIk>%}_1U11oc~
zQ8yu)<tMfiKck)C7_yx%QS67#tb<VRw+?=`cSDD76%F<ihi2D$aQHJ3S09xi%00~0
z;XFv(1v=rJtQMXVNe9bkf#ls2Ye?Ez28)us@b|aF)c@`R8hh><+);QAP9gQsy5|n4
z*_xnP)q1?WNE+5X1#th@3bV*;{IFae8;|w^pQZ;qXd&>X={_~(OTwF)C&}^s{vda-
zfH<#Q%Dh#xV3zM>IMy11n#&%N2d*D!;K9idvOS2_Oq~klF>d&YZbo4d);YK6hT-)l
z<a&`I@IScA_;3bbJjIOu=b%ru{AR*eO?C!Z9R%gu+rZ!cHm9{dkJ`jhcy`Gd&mX$P
z);s1-6|SO>*O)_LYyq|0^_-}7`Qw3GIndR6PUqFmBdAjUl3P47MBk?gV@akC<o^)C
z(E41m=}aR03abR=Q|s~N%XRemr9<?(9S4Q_6|h^O72b<~AaUpR5oe$K;P}ay>d!t8
z4a4bN|Jx##Z&yUS7n5=9Qwc@}yMgU;b&&cJM%;KiVDkK@q^ac%{ku>EYHjuDpKGI3
z>PiU8d(A{cPbr)_Hwq>VU22ed`GOo8h{TYoQ#t)P4fJo`0th?KM+8})RZq(r-l^E2
zbva|)*2tpMdj#7ffmFKdJe)ClLp3I5QSX>Ss7|+{^JnqnwHJNloAEY~mYV|;<ksM9
ziHZ2k`Z8=T*Z^j~PlLkw0+KCbNRBM?f<)<a#7aUQr_bKc%~f0k{~obU?yEd#ST6tu
z&evhih&R0&Tn-sOeQ=Pi6)pE~LO$cPEYLqfrwE7P$n!q<ow=5K{Lc@Q7(-ZR!!4+H
zehOn3#)y^S8Q9chivj$;_*!ZwoDc}2_qyfLv8n<JT>0?T%qaZqT?^VhmssZTDtEfa
z3ipVggr;+s;q;qnWZP_(XY2LEyOFnPsvU(R*~#!Eu8~^h{Ll?N+YMf>4`H9lDYVj`
zfo&s<%Q`iKKD`itYqPiD1)54Hr`)4?syW~>?=88c5emP1mC2sQPWEgcB8j&0DAy1~
zf9$$OGlV>Ga=$sTVqEU48xAw>Q5%f@)`0@EFLa8zA{Fu%09lIwyby347CW8c-C!L9
z`(HyKq%w&v=uv^FPf~DW{s6?zodcie+=A@|99(~*L)>1RCaLD-pnUu)J?5kg^8I6U
zPLC@zwhoXVo@c-}gk{|SDDd8oUxSlASs<FFN?I4+0seQlh{{bV4BEO1Ys=fgk==h>
zHS3|r=Zb-sN)Od3cupp||K{987o$N=GHeU(1e+>pxPD+Bef>NigjFTsPrEJ{F1SJ$
ztbRqSFZ>}2<2=y*ISVY;`st35G~N+GHe1=IOMUyDAoYzh^CKpZ#*Ym|;&vgau$_Y+
zyGKd-B43zyvkTVt?F9V^%ssrw4YMuzAXZ0%&A|WC7`G@`qOz4tBr7qusu|vdd9ilI
zH4q$1;&tz}#DTm)?&=}~knOC+nUgqf@oWKjx|DUk_*rM<ehi!uFs8fqUV@kUM!4JJ
zAMN{D0WBvSp<}e1OmW+QN2es>JI1{5%hbl4LqX7YBpswAtKj<n6<oNvInC>TNNQir
zhH}p&l<1m(7bi`@%j!A2?W-<Qk>UL`l_bNf$x`4dxEI@h=HZc!VsMl$hKlAA-U<cQ
z*Wa}s5`qlTWB_Q!Nh_`|M3w$J*+Yx^^ilHHa>np|0R3AHz{+(6%&@!&dl-)(TRj?e
z-Au46JBq~F$HDjQbJ0To22mK5W0~c*5OmZCYgC3vl=w!jF(wh~G_&Ei)Dvp=yNDFY
z7I9Dh=F|Op)l_lMf7mjcy>Ioy@LG=&+|8tv4ymxE{vNq=;1luH$-^6tS>R$Dj8mUi
z68|q}(D*HzOB(y&hl8Pb>U|+hn%+P*UlN6MjVx3MW4RCBE~EqB$!R?yShjL5KH@Kd
zz>%YH<)I|%Pw(YKbZeN4@C?3FPo!u6`S4&s6gTe6gikw0Ir@rq<$ik;liUl~l^ja$
zR%VkC(WRJ{K93h`>%w#Y&`&eu{Xt-F6wP8?qbn;3q@L7;Ws8k*|N0xm_su5Qvq2rr
z?(N~~R8wHl`vaKNyB1Hcn}nufbAb%r<o(B&MLSkA7R}z9obUQ1`1mKA-M@!pdPXLs
z_Iq%8mQRSsR~3>UH~=vwv5>R74G#Y30);M7{JA6oTwMC#gUnj|{CzL@Mft*t7j@93
z<3~Qd9i?BTHSoC5Jy<sJ4XKy<LFm>P@G5Sil7H^Ae1<k!UKIrXwr1d8Pz`J69l^-9
zWw<0x2rl|1!qZAg+|W2cd~@WfgI6@JdcnHSK`p>PU7vL6SCBig=fUzc2fBd;tka?n
z_v8|B__r$LM$e-st!9x4P85!n&7iA#YN2Fg7Cf}wgg>T5K+9W0Tz_wbUejRvpTKy=
zrnkdm2fR^1LIS<Mr@_CNGYwl;4U&Wv26XoCB=8OPM6Mx=?XOs_;<7Xp25Dl(tU`(s
z6XE2_+4L#f_q8;aG0txY9P&&c)^jb;Aj+FGPDuhuS=J9+mxE8=uH-hfyylW0xS+wz
zn;`k~FIgpW8Ct)t1*6tm#Dd=j&KYZvs*nB<-Yda9|GFKE@I4I}nu@VMuEGPye3HO&
zchXmiVT6<dF)6_Hc3bF|<tg-lg998r7mF&JSr>k$7&7S}Ikhbw&n`GiSDmp%5sjU2
zW5)nY-x7x5vsh<S(GZ<&x530k9aKTj0xmk$v+PPgTokf^DFz3~c^1YWnR^Vx<tE@K
zGsFn#CU|)K8e1>bq1J0PTnRQJA0B0+`>Fu8_P?!b*ZN8Ldq47)?sTKZS%3<AlHrkJ
zGOcorMw8Y4Bz}$zRDE@(In$QnP(wPbEDXWWamHUfsz;n#vT?q(5`Kt{B?s2B`$hpj
zoS(KDoI_=Ba_J*-eoqy|t_c8%+;3!K;~HEcA4r`w`5OeiI(bErr%}AVoqn9Wn0tHN
ziW;h~VIAvsYIN)~s+b*xRV_v^e`pWRspo^#&uQp=RtQb6m%(>UM|RIu17E%L;M*2&
zI2518^V6||k)|`$ee@X-+u8%aPs#kBmqzE!Plcz(61ZGoI`Mg7fZ;P7;q1Rq@B{~J
z;0r}#pHa?}_R`=!XY|i@q7RyPf#2IEa6j>aywjV3%NlnPUG5A#SlUfhmt5neRI1Y#
zeo?qAq!^yH)nNOBBx)R#1Is2yH=H#6K~HwRq*I!AqgXlP^F0Kz4HaR>#X-Vr&8G5K
zFQMkmD9E^(Lq}m2e3*9}!sk6D$F9u7vyXS+_<RQtaSOs@&Y_U7BLw`rlyG^f3XC4U
zf&Qyf@#bZ9-t|WS7R`R_J68#(g39saquD@(GoeDM6xvwkqrNbLd|&gFJTxuQUB2u;
zY#U%)SN#yMh_%35-i*s^zNO&}+p|Q6Sx~2c75Mb|a(u8#j#|XWVfXw;q@gGmY#c6-
z&DU<xjAJ5rOrr?KUQgl{7`UR(iDTFobc~|&5wgkPA@9w-H2CsO1Rp--gJUNTqU@I>
zs55tj0M@tkcS*#mCyB6iFbXT)m{XsgBJ$BK50$@q(Egi|;J<2+DoX2<c@90C;=_5M
zSr(55>Z4SB!#Suqa1<(a#o=jY8Z0%gBW-bcm{DYobw6dvwmffoePt|Ti(jVo%A<77
zXg-)1u&hR;7*FhQFn-N1BaZ2|^e#tf*^W4Da@c}<tCeBvj|H6Q51WSkhgLWsnUClH
zHt}RHIYN;_CP_{4!h74yaYQ<k$jlOke3oNR{Wng|MSSOdkB)>{)8=xOjOCJ@9FM0K
z+tbP!Vc31DhU3@_rB%QfC)gU254t;um3RQl=ul!3QG!-?{mHu52{7qa1d2|7z<tP6
z)LqN&vMMI~P~T)%xc&USPO1mvkxt~pjO-bx#quwnU!`Gm_BOh&Ac1wAXMpGp4rVBA
z0}qjdsP@DIW);Sv=}loA2@k_@!ERa`VvDOoeR0Jn3EUN%!}$5BaGyEK^RIZq%kE^_
ze!-QvJzNW0wN0qO?4vaNaXIKu|4#KaB2dpp6V#omNsC%OaXA}+V$=jdJA+s7M}^Lw
zssP&t+NuBjNP1>n4UD(=!oYRrp?dU<Ztzfr0`rwLvvn&CwCtpnU&@Hgg)Wk`I~ObD
zUUHg-OW@W)QOG{Bj3#>L<DaN{aL%iTb8P`6Br}|s`?-cDTwDRB^G?GFp<cN6-)mmG
z54-DK8IRq99=sn<A|b#c1n5c|K#d-V+NFqxd&kM~8&lAJC?6h=v&{5^g}CIU89L_%
zHB7xAftQDi;oG1-+}r$uxv+fUM**8}T@b>}XMfY#)*JEtCJE4!yMUjaQy{RQ53HvC
zB!@EqhmVwCa1CQo6t6*}wiRGiI7ZE~VrjALWHQTnIe6K-B40`j>1YvwmEHm5-D38S
zRA%7n(Ppy#&`+L_?mWn~If^q14X_!5aAfXl+R|r_6=ICHug}iGMZNIfV=tm5n2DDz
zvh0OlDSbuyxToDAFzP)C=Zwk0u>f|L74RD3-c+%5#T(W;GKT%J9+I+W2ArQ63r6oX
zId8!X-jAV6u=;2wKCSSeDtAiIM)MIboB0y@GK%RF6+_%MUxQw$73XquL`g`%3V6Fy
z7)pCf>GiGva%FM~SD2asn{JiTR8edEJ3Efk7)zvU=g#C=M%95>vM-Yip8++UuVnbm
zI5j$c80Y-U;P{RPK>GV%ME9IHock{b8F&Kd#V%^>u#g@|D1#TyYv|u?`8af4n!Gs?
zPI?0?!CTIQJ~FroBUQ{Ne!m7g?{H+g&235+2f?muPwB$3U&O(*fE-+)4VIEgu-7RB
zu7nq2{iakXoSp|tm*eRazan0relhU&GA`t<ZkX#81M|&zI9VwHKTbgibXf|A3O7=f
z%5!A!*$xO?9@3z?JOsXF3sF6md48tvN9Y+r-YCm4ILw?%K790m@*TC{;^s|uYz+pT
zYPNrP$A|Wvo3M$UEq#qriL&)hydW?SKh{0uGTv7<?0hstk3?>R^^!bTbKo)x@3n^_
zF;RjiO<}pqNz`{a1}ggiyDkUf)P8$3pTXQ9?93U@wZeGtL}2V}D6u?@Qi<7&6&{b0
z;oI@Z8f2Z#eURa{5?nS>R12(tWkb8Dd0RUDnz9<+PreLQdi^|T!iJpNZ^%QjrD!s4
zL(WEfL79O+T<c<=(RX&w^PBymf>xR{{EwIs3HWq!EpwUOB}>+{g0SRqaK618J$nPV
z#pf!(qVpoTo{#~7v$P<*l$}YOs$p6Ebhz{QDyJ|gO{^tKAwQsxPF<^jJB^BX2aC^x
zON$HDw6Mj7k|tOon@3$gM`IkDHw51Br1j!A;PFrPF|6!^hs_H?`$rZge|8`@$9ABD
z<bEvVY2m!=HF$Km5F8>d5hv@l;K-H3rqB-HeV<PDoq9vxOtFRWqXd$LPr+5j26%5#
z0M7!&Q29qWD79{)#WS_wn*3TApLw6|SbYZiCo19ny*BXg0Asefh{Knc0-zEaiNBOY
z@u2K6+!LY?yyIEaYnCVPze#%Z%<4o4dZ!ALrR(6W$8FducLMP9BD&yr0$k)@51V>~
zV0mK#h+F8vRjoH9Xl@aw;4~3VrzFD6k!$p1k3a6|TvL}{J%PNF-H*dN{o&Q0cl3-*
z7)h%Pgf-hvH5|IG0QUn&xTI5taA6JO4Tkf;ao=IE8<|7w-1JDw#~_$29snEktKjg=
zF4Cp;ket}lO&$nwq`@f;M1QJarcoTW)y)Q*KWx@Hz5y0~c7g4gz9dAs7Y6&38ZImO
z0yZ$eZNCV<`5RCDH(Nl<x+D;~l>pLyAIVjg19WUig^Rysan(XO)KfKp6ya3py{X9j
zyK~@7COelj+=i1f^SLF_Ciq^l1*|mZz=H!bVWcn$dZ#yoCYuwCm93#;>qF_#S}$-9
zSAsIx=k(y?3*f68f^)|wq2&5ixO9>NipN=j`O$SSzwb9OG$<sUS^l6jM@`2=e-V6N
z;6;y2=mn`OC$Z>aD#WyIM5*^qAeeKVFuNfM(@Ej&KPi9{S7s8s`NtqTzX6^-w<d;n
zvLSz34h%EL()h0vx=$DJKu?3^*_v-b+pl7tX{$4D_<bHkPrU^ZO9tR=(m`0EQqP66
zE_u-%=CzAoM?T9$^9+<2A3@jx(suqwg~yJ8ZK6N^j7=xy`}^RqD+L`%a~zNh$IB)W
zU^D244%Y)v_)Rc6Rf;lyya;jp?-|Lelfc_ID`9MN2;{$x;OPq=KvlD5(kw8><7ZBY
zS^M{5g}oQ5o;yr(x5u*nQxiRYXbPOH-v@hzE6CHJ2CDyd5VAI@lYirGICIy3=;>=%
zKh8G^MEC5)y#=l0h+jC4{_*CTWGryNxDFZw!|6)@-Sl>HHDe@t;xwHxI)j~ACWwSU
zW7ug}A$AkKv@Ak}NBUUfUPZ!c_d`thY0M`JVNGHdtX{YTKmHt`^X?|mU1Fj5VI+b%
zJO-)4@oM6)Sq?{CCy}5V>BQ_r8ps?*$d}(v`C4P)m+LyxTOx%={_VrDxMNT;u^oEv
z`aqRCNB)*aLb*>TeWrB-45U_*@YT*lZ?h;7GY>$eyNrP(>xkpV1(4r=9y&v3f!VKS
z5Th|LV3|RO6JL?f`PKB2a}Y_;NQD_zHX!O-36?Gkpzw`7C=TobQMDdkB<qZydJ{?o
zxDNVoV*plfNX6v~*xRvijn2pPILg1_GTqg_9%JQ~fJnh&d^__ANf)vt3v()f*S(nL
zL@Y<0*c6z&`!n(K4M3QX2|HGQp`3gs9R70+M0U=jkA$~D<|;L|Uia{v@5)1g@N6tz
ze*uoOH8AbZYVMk52)4XQA;Qxp<KpB99P}8ZZPE9rjfOWpbd`~X;%s1aau<E=e*ph3
z+=kDyFA%;{D{(=_UTpR$;1$m4CfA;vg==U7iY|-5T}u<Uu`bs|%l%y5k`SD|Km{hf
zmxVjq-jh#DhCxtKiZ`vn2P4Lqo2KIct(f+Wcn3w0iIuZ)V{a1GmI>ue=oQ7vH+iJ!
z;t(gs?q@dGeI?iX4bhyvceDgJ9Mv@?9XgjtWsoa6{fvXB2m7g%@I~T$B?B7f2!cg=
zJ@arBfoxGUikteOhD$vWf8j|Md1cU&_Sv{Pz6mLxALMTw;?!oH0msOhxWCf^Qzotk
z_vdp#T$#fYf_uT^OD!I%kLPtNhrluU98?TBjlYd^iKe72hOR6miC?C}%bKs`z}d^V
zZT1NipF16<ELexHV*siwkJB5qKj@(@Yfv4_;>?_a>36+4GPB2>YIl@0RE_D<d#*=y
zIg7m@s#uN*PBHjrhAZr=|3$V$WK)e@QXpuTfT?vx_`^mFPoFxAn*Xt!<iZf1_u>#t
zA2x@a6hGL1Z$8gM_adEKw*#)+kApm=Z!~4^I#lG-!tyk4kfFiwm37J-hT}mhUlt$q
zAES|lBUEhR0t|Q_!wvjAMxPi)pzrU0B)(=Hm7FpUyf!n=LovrYH)@YUK_|(g*N3rX
zmOadL{z}Grx~Lr%qpcV7ZN2}?dp|dUF1oe@&u&XVF{8uq=e!)0&)h~!K4n14oFLTh
zEWkho33gtYN@VTW-=<j+?i^4DkC`KsOWFn<DkqT2ey7w+AHvo|aa#ha@#V9#RI=R^
zk6zRvKdM&Yh@lX;J8WZY=PuH;KTn%&awz}%2VC9kX!zP2j@RjZ=!?sQXKO>CHZ2m|
zB;$0C%+`XL{^o2Ju>uF|rO2@bZQvsAi6Mu6(r=v(_@y8e79KFC6~{L~EME!OE}ROh
zoa}I1BO2P(yr4vIA62_<4W2cU=#lLYllq^Ksb3FM$(uRw*}((_`y+v8*+y@@a!2!D
z(LCB=1-}hCfr|~KF?Nfw_iYQ<s-<)4do<CQ<@f&u9splcXZVmD1oJvYNVLT1hP|{0
zE=?CgZfXFkr{uw${=>9#a1Bj;e+Q(jgOT5kaaIkDd1A#EA;-3!*Bp8qCQs^NcNY&p
z+};mEhHgVxxg>hck0IVmeBqm>FZTC{<At&7@L8K9dDFTfVs}2M&t^TLYa1bH`7`qH
z*L0K{je(K{X4L%O1@P%;05fOiMe;I+s_uMZvVEAmrf<lpHyoU}d4VS1J_?rRuV}zX
zKipqZ3U$RtaUqc<FE@_UB)xL-u2ulI<XPbRC$~vg&PP(h4bj0zO0e#s4xX922SOHX
zr{NP_F}<e`vin8B`omEi44Oy76PMtb0Uu0iJc3zYnGeTyAv%O!gn5_0kz(^&a7;15
zdRq-Ns$YbS-6AkQ^9iT1VJBD`eIe`D>Og&DGS@Uz50C#G!w<rjz&w->Ztv_O|Jmol
zmd2Zqr#lNSv{&dpKRkmf->)KxN)5c6G(l`pR0598qq0)epsb2@qsL<LUQZ(}6*&bd
zo)aM)wxM4CR<x-Khj%8{yhq_C@asY_Ni!7!U6vt#_s5j(GyYC@v>gV`Zd=&$E&#sp
zDP#YNBqDuT9D6EQr~Z^Pu^)c~b$O0(YqmUT*%QFBGHq<{>_V1xEhcHAjHzDBd=f=!
zB=oNx<fJx(LRAURN-2QcS#_Fc_GJJ%%NyZJtQOp=tAN<)pUAJtlSuuj1im<T1@3JK
z1m}$+Fj(UWs{H*heqaG@Dl~@5+D}x=jm<Qd`$NV?#$Ox=<pn<;;HD+`kof9ySYy8k
z1=6bFvX>N^1(kvwV}VVS^~ISD_OQZ6k4*IVK%<Ad$&%wix`PXHL8ZD6gf^<6D%;a^
zxCEkf%OPIKS~bRt4uKQVd0>;ajSTI0MHiQLf&H5x*z^4aPdDK)g%MlqkWMC6+EK8<
z#szdfIn(|td{C8N0IS-PX_~DXI%f@V->voWMs^H5nS2Rq`@<k>e?C~d<$>{NAIX^5
z0DR|^bgmuKqMtH*;P^loIl;S0$^@R0sTrN{Cq|W+wj>f?7e{=<W>5dbDcqa>feaV8
z!k_tjppxy2KJmh_(9eQ+`Ag#!M{oEPQqQa0xe6RaPg9ZgbAcM)r>B*pKtV<Yj;*RA
zCjazksX9S3#Y4F3pg7S@o(YGCtwB&v4TU>6FumW$*jn)rogjd1%*Wg6wFh0g57946
zGca&~_2G*L;PI0il*gXCm5%2j;d?k$>#K*Oy8XK8ja|^TECm+4ZK9@AE1~n-Tujzk
zh)-Ex`H6`g>(nTN+w4$`YaApBgI*xH#{rYBA0(O5N<{R>DcI3nLas*y;l{=5A?1%C
zTIuDJbM+_aj7%@oI>?xKVp7<-Dx4hGU&TePDkIt~pS+k?3oYSy;fl|Cgt>E}L+Ch;
z>9MYyG~=K8$l>E|5vrOT1F`vH%wr?WE4%%N8d*3n&V5b&vYjg%NLT`x$Z5cf1y<m?
z{5#b#It6K&lORf2nJoMn344Ou>HgF(2*~%Rb88K;FXAf|P(O+f7#sIzbuT!B3C5cH
z<KLD<thtr~7nQ6*L2w)X?2y6dnr@KMS_iToyTI<{5(KX!Fy+<`+<fH^F|N-cx79=8
z{(d(M`d3aruHOKnzlE{q2tV{%oIt5DTlkSaPJ9}qK{a6o`~SIO^sEh_;=d5fLyAf5
zIv03#|1;5D77hZyW-!mqFg`E=($n2Y+(K9SK`9U~+>XZUraM8VYm|oRg~6?<X7Ii;
z20dHnK~H)xbzSC+U#lk2$CGwpsm~?+;;Iap(J$)qX4--B(?}54yv#a!gy?)f4+ZJ*
zc)Z%0dQ6MQ{Tho%MtuRe4mZ#-{mVpHdjl2w?<!Fe+zuU#KP9Wy2;PIWFtF|{oGW%_
z`@$($d(94<3roP|Pa){!gu%1jzEC~u3`y>7hM@-^sMN<Ba3L@kFN}!5^7E^4K*f}1
z-@gdATe^T|x&yyl0`}`va35OL2!CTVh_xp(hW$>oYh}Gl*ILpbkqdvqo50cLGL%a5
znDaD{RBC9^@3*#Kr>iexyiFnRb~8?RmNd2-YT-=(tE@Aci9c*baPN^d+^*6>xC>TL
z93}?O_O_zvx&~s?tWWO`AA%3jLAbNC2C~aE$<xOy_r^a796P=d*@#STp~g?HwCOP3
zuN)u|@_lfpM~iW<6nQ5l_ThsINtjLgh`vx7-0`pCb!I#QnVbHIzh|J~z6tcI?O7=3
z%BKoC4WK<ui&nZUz-ffJ<t;67vBYwac`uEZuDW5IN-SBf?2oS#X2a3ncI0SL2`u{I
z0$nv5AkE#AK9&x}5^X&=@=6U~83#kDvNmM9e$lZQRs#(sRSc1zhr=K8$eY19+GHVy
zt^)%!Tsi{9mK(vY;*Z>fu|=>X;~veQ7f9Zx3c!`-6cnhQjyt5+<DhmLW|Ct1quU4{
zNv$JUFUzpdBpRx&@YCSYC?J%_G0g*n8JtG@CTp^&LJ9>v8!%M&ERNdT;hJ9L!B*BG
z$&K)Yo{xdt3~fskYo36z*QM}#OB%?J<iHC9#*S)f;VFhU;T2bxhL$CR<k;vnXkJl8
z6b`$B#w#ssIVcCOe@urf|1R^yKAmCDMg}M@nMc%pmx8cHJ+b@d1LF0uc-C1GPFLO~
zTLqekAzv_>pO#|JhCWGowGe~u7ZRnABD@oUC|i?Cuhgg4DS2tbk3|V6`otg4${mJ8
zdk=69`bKa3C(SX<Grhmw4}`{wV99-L&SFpqO+17laNR_@`EEGA)vVD~pIC|~f9<0y
zUP#mB?B0P^*rFnHYQGac%A3<z+VH5Nh=!fIfu=hh=)@c+tezN!&WqBq({Byk+0sWD
zB!mXO3&nL-^Wn?9?O0fv0-4n@H0r@oPz;&h5YhjUs6J?+D|l)2&Fg=psm&a8|2u)Y
zi4my!Ta->ocZdBCFVY*j_MjpVh(SqDXnVjc=-N<+>zx8&$6m%JA2ox2Hsxrrtc2L#
zcO)m1)#*K@D3D&h6x}~-V(`33kj-ICcH<q8e(E`qyHkjFFGSbN*f_wiR*p9)vjT_y
z9>)1f+i}B3S*U!kg!~UGNU!r$cp!9#_d;(oJP4D=(iwSlWW{mNQCf{Jza-+T)+pS=
zu2O}w#jxG32)jy`z?T!wxO`eP%1>gwS^-zs+N^*|)<*cju$)^wb220wMZw7TJlOMF
z7nH4*(3wg*@#eV%-tI*jxRvGjw~ra})Q8MyubC@+bl8VGwx;54M=5Z5unexZ7{foW
zVw}3Mg=+7gO5YI&<WCPF$`=(eucr`(*0Ow^rXno6{e}0{-5yPqwZO352j!27qkqy7
z92$$j08@WVI`7H__irLEPHe!6hD40-sl*rMM!07{9$KEyq}%>f;cN>@urJw!TNh1+
zAk)1lx-Ax!PJgCxFJe*S%oflLY~%T4n$X#dU#$J23N2zvapF7!xV2dpqL!uB`?=(k
z;c;u^Y-hj*VI?-tWAE?#KCtUo2+5t}O2$|w^^!&%$Ztub(^o0M&9e2l^)2H(y0?Pi
z!z6eRXNo~HFHvhRM^x3zBPLRcI9cC^?5lHzS6_efetPyaWc|qCB9&edp4=tif22v)
zy74f5LK%HkehsXb>5!!sOHf+u8hzaz25CJ5WJg9b-O4hBlaJqprvq%C_&5ZzE`&f*
z_w<JGpW;w2#H;t7u%3SMp9?8#_u=jwZG88EgI8&DG0QWZoOhN-g}u$-Il~cad}3j_
z$uoK<gz+Pv6vCDL=YUW5B!0PGL6%>iMNg!!0sFpeUYSv=uBC4SWIc<f_$LL;k1?P4
z>ki0FR)hQ9O<cv3WXK=kqdO<b<Lb6_T+=)kw?AKlr*~Gv^N>a|UDFey=GV{%RRVNs
zvLWwKvNv~FZW^TTkHR$JP<SKl1)JRSX^oZ@$}I~*SsPOvxB5ql*?#Q6-(>FbU^qVR
zQ-xORF>>rcKNuP`f=JCSXi-0c|2;m5Yl?Q__lKb{;d>#JD+tnvSqY@<=yezsH>J~r
zq`}}&G{l|$MN%gVLSn~ExYcl(JKk>2lP+UDUcY{DT4#$@Gq-}ymI&J0kwEPNd%=8W
z0&)C(8;1Nm;KqmmO3+e{y!Aox@>!sk>IQ9310kbC2;FXM081xfvV8hx(0Xr#f3I9Z
zle4Di@y{HE9I9~jmJd{Q`*Fy%PsYvzdAK8BgzAlMBI*TE)MU3Z4N#M#v(oM8UH5F5
zkdgsa4GN&U!H6zC#ro$(so?Y45fvpJ(d3yiE-({=fOndNQ(A-m!Dq;iuSHa7QYIK4
zIzlHr4+H*dFNnoAW7PVRQg2Zug?mzN&`)cRL;H1QVi4F#_+PW!smO7lZOrRh(Ts1-
ziKBB%Ae44gQ1?k}R`E;+_AO+YeIFkbox<3I?Aa~c)J4mqKT$QFHaI~n%7`k#91F_^
z(fA4U*1iPt{elaYS=jJ6o5}RbrVV6P@CFntZ>HF^l-D})nidvc#*B#*$c=_6P_3~O
z%U<%aY-S{mKXXFqrc>}dwF)o4--i1i{iA9l^Qhe3I%=VxiHrJo0vElVk_lUM=Vm^p
zwsV=6!$k~EHN@bfVNEc#+l<m{+;QEvXgug?1PyU3@B&{5IE!z<QdFdLjw#JkNTdR?
zXQ>G}hFcvR>8}Key(FHLIN9I_(>SVq%@0>wJ|L+yj~MqUL6Yw!9PBQqAvt>?|J!xl
z;wjAiE1LoQBSK)+wi2!;oWSa&KkUv&hd4&=#FZ`w(e&j;Q1tMDrZ1K3{Td8Ew{fu4
z;sUtv$?#0x*<g^d2+n_ciSG3&Y;eDPoIc^~urfcKt~wx!@517U`|V-~R*pke%k#8i
zMk;KImLV$k!XSEQHw@f%<w8V5h}A)JSU&A0NPV~pJ_my#pg#%hIp*g(yC0$s*kHxO
zGEQDuibjGl&6_08IwE|mM{^S#ReqBae|1{?Ig(rULKSzdQGmdJDtM)Q7M?8Vg3Wz3
zoT9KB0{eNBVi0;RP^R@sy13@+N%$!wf=U_<^!uP5+<6<!yB}5o_$CXI7EdL+hPEIr
z3rFdX()h)s8=e_1fT5;#@DN`C#@$aKM_Zk}OTUrR_vV3JWfVMIaS$c$B*Bww_rU*b
z2#UGIv)tcp@F<uKPn_z({g(menizuiWgXaHD1+Hum%vOX5*Hk@z-5v#q;}Im%;2|$
zV>chr-;#l#Dr?WXD%^<yb(`?`f@a=%X;YL`ZG<*n1@ua8#&u4N#Z){K<o3#<79aE3
zKG^`JG7;!twF~D=;Dap3*W3evEWB&D7+;;Mgu5@U!m@B#jL^z}>^BMc{M3GYF{=hH
zmKw8JsXs0kWc#M2=0x<rBwShaoc_KOg7bAxaz)cpQOb(>c0O$<rXNGGG*q)8%`6iQ
zDRX19-u31sk?3Upjkm%p10-T|P)A0CWR{H(yNWH0IbDhGMrvuyNp(D7Tusv}N_lxU
zF(@&n1C@sH7-hW`!pKFQ(sMC<{W%;P8Z&UOrw_67JBkUF5+JfF2PXYWVSc9^oU&OF
z6`sVwj`1px?zsX>7TuvILhb42FKMvn<y#$rvE%qM$^v}?e$wrBTi~>Pt?uD)z&)-R
z@U-?4^s(Ha;f>|EXWSWmtu^T?(aWfNm}SFa*=Kb_3ZF>U!q2*e4ED^yl?xX@o8@Wc
zOx+vWG#`<~v5l}{(pUQTjU6^hhk$9N8fm)xlH5An3O+LHkZ(&BBoEfpSLutOSd;lM
zv^F&C65fbYhsH_U<G1ADU?n(=y#v)%{P5ELD5TE+L=OIm!dUiqEKNH>&r26TxrHz8
z`Rsx#`j=x${Q($P3}znZY*ZVpBrk1Nk%e08(EF+aE!Cd}1x+u=tvxG1Z&47QIH(L4
z9tYzt#aeiCY!`dp#5keKG7uI04|NoLAfl?4o}Q$`Q+}5OK7xuMBbE-|%)1!Nq@N?J
z&%vLXqww>AD~=4z#K<r`IDB;qe*70mS18Gm^>sI){cS&u{kw%OCp8f5ss#KEX|T1@
z94?km0i})nXuADAJvYe~EA`!Qh*t+!N{fg|QWNR+XXlR}yHLlI4;3EEqx7Bousx$2
zTCJAC3~L$e&a*+Ed2ytvBLWmRIq{my%3;HMFFda?pRVYc2#%q%!Hmt37MDa}X-yTR
zHWh-IUI~!CA}Fz%3}5G}z&!_fe7UHV^vzC!|4fb0^U4&WJ<AgBjh%+Yp_aV6>HZMR
zd>j3vT4+&qpL7Iz;Pn+<bl=r3BEeWmiE*90y>Uhm85n@4Z&<?2Z>)>3gSohTs-Ql)
z7UtjFgU7;Hro1YYl4fPxXJ`QYCp|%b_yCsvI1Go%Bk=09cjP4d-c78j1lOnM!QB5W
zoZYksOOAdfA5foDy0(C3u6PJli#MSCjK%nEa3QWWvn5eJJIF+hKH@QP3u-(>I<q5^
z4$hUJyS5im(>CU3xIX}+wr^;m-Akxn?+icHo9WWiSGnK2;u-`SJIM#tLfESt2)|rR
zaHeMj&n+q$!pA(>{fZ6n%QW(&BXdcM<Zhy$?FheJLg1tAFmZT(6bzvVej1pQCg}j!
zE*^!-OIx9@CmNsjydv60C&25M1j|Ibg8p4?`r%eS%LxaP4R?kiaF0Fh&b~n7*<F@(
z=RfY%m;-oKX2Om8O*HtbFdSDVu<#%2E%D{C&cG9x6*&RaGxc~|Wu#HdBN<LF@kOt@
z<#2y^l)C#xLuR5A;WU>~-D!tGa6=2tdhJ0U6E7H_Ye&}V3B#*Zv9M&_7HH6XNcVc1
z)uZPrTv&aV2EA~j54O&LhF24y`p+Gnfy{eYO5ITKumjw-(#GUZtHD=C5bU$(gLgg$
z(LUcOR~`!MS4m-``C$w*nL$6mdgN1Q>!4gaZJx@wXSy<U)|u5z{j-8QC{X}I-f0lM
zYlKd=abTI`buhI#0Ef><qhYi>b8CoV{6If}*$=?fh4J!~0(l3%_re#^`;0Z02dOU`
zNy9lO^!Vrk^WM2(=9?eft;TuumZ2i%6h8sWBZpwWdkye^jHNd|pMV|H7Ge7gRrC)H
z!ZU2$`7=716sXox-yfp5K#Ju(wk3g@WCIl(nnYzLw$S}rcj)GnHM;xwUveuS43U}>
z8=-JGm-9I-Lson_0lPN#bD6Fo^qHIu75ec6YW~G>$-AuaoxcsnJ=#aT;yd8xkQ$!d
z^dI}quZP!B`BZ(IKXgvm0!wraA>Bw1J=y%c!z&jqdjv8*!ZavV1jd3cf%b?K+((wR
z{WQFmO2SQ07Egj;B@;|z&tdP8L2#9d#D$mTV8)DgFjgESv#qC-?8VGGd`1(*|C->)
z7eAC=`i&eIVCSobG%9u^oo?8jMYAQQ;g<HV+?~Lu9JezY?=NBu-?<_9xFi$wA8Wzo
z=hgH<D&vKz0*3InGDd+9DPO)A_Mf={p0b1V_R$=uc3lBVrU_h)cN|{LWDLZW72tfT
zmbyz!CN5=Ba4#$oGKXSdSztPpEU_fodv>6v*90>0pePn=9Knv2mtm1nE5ziaLuBD3
zXwQ!zgDQQr>2nHk?6d>#$J62c-cwLkrUf?3TVY=M0UEVOj6Dmii~Bhl97bR9O3<3u
zr|L)oC*Op5?Lk<T8VcVfGGW2tLOL`_66Yi@W4_ZzJQdi7jyH~zZ;XwgHR~!&-Rh0q
zIn(j#qD<l?6igH2mtp(0{kT<6m_D3#9H#da!}zphys8q;vaTVpn)w=z*w4a?rm4_5
z@RS-1H$eYsJs7^fiA=8y#4{@c(3WK?W73o$=4lP2#mZ8nkqsFCONYw;3t<l1`BeE@
z2(Ed01D-x@qWKYaL=bA|#$gF=Zr)qk*ldKgN&BER_#v6pB1>;vNa4-m<0DUV%J9S-
zE1Z2_23p4x$ib8<%oRNj)$-}&-MTFBOy2=7@BAiqe+$UTiXC+8^A0W{hB0(fywQZs
zpyr-VAX29`;TzEm*t1H2TiG3s-G5zR|C~%T=KD(WKFkFhpQE7q-jiNBmxd7*lDO{z
zbK0%-#GwOeuuRGy-z-XmdH0pM9hwCo8(<IKKd<1j8Ns}qE5SS|(5J8G$5KiCxtM$J
z5nW=y7|PF8@aN3{RNYuk(syT*KWZO|oPQEV_f5p)b%KEI2SGV17v5`8VpOfpRpjc>
z6N-sg8=8hPxe1JmT!!%e6B&@OqD51-V{v%^SFOLBv#xT-=0KJK*c%4dCI;iNx(eFQ
zX3ZuOzfmV=L%j3Rh4|08PBZs;qVo4FdZB{x>}O_ktqEJHnC)vSrV3!Ubq<KQpGG=&
z4!5tO7Wu-aW6{?nbP>seq^<1Ut2Kr4nT*n%cDu>&MfM$M_X?csWxTg?E-XB^i0<vP
zg=J^6Fm#gwc3iW?83}t(?}GuF$Z6y6|MsHH{Yv~Wb{e((8LMxt9GRc=f;a9O1us4F
zVV~+OG-wrNZZBIrvd|Mp^@?-~T?F7v-CEeuG|0W(v<mHxxA8tsu|%nTrM#W_OEIp6
zIS`^6>Ay4o=xY7dsPEcFYAk)wwbPxXD{qDs21ew|dw+0rEd!P8HnQ8x21F)KfrVYE
zbaTZJ{dVsUNjSsD{py*_I>GypPtO^59G3)Mm=bM3HB?!}Ls!EHm@^{)Mz*{0)R&5(
znQSC4htHm<{ufW={(9m^87ZjPn+K|syzzBX6Wn?hLXOpoGDcr1irc2*0p>PuYZAv@
z2YB2?>nUJ5P{-z5V)VX18rfHW67Fh@Q4g7XsAk=w#Qq`@zMv5+%5%u$&K;=rpo3g_
zats!ea{T2zomN~$S`Z|NizH`)(oeQGT~PxO!Fo9P?FN#$DIdB=4A8LTD*Zc}2W^4H
z&}v=-PPwt5`fW3~{2m0S*?)=Cv`hHnY&h?ZS3Bu5s6oBVx17^x2`AV6jq=a7t$$;2
z3F8)Dg!R|mF;^%B-{&2|86Vhl_Cp*NF^B8L|6ZW|JA$u_ev_M~vT){CJ6T+R2-VMg
zrgd3s!TzEfw7<*)`IkCyaZ(>Gb)HA2Ti=AhrgFSBxDwN4${Vf?*g}`mBgR*+L8&R0
zU|b)Ci9A1Wp3qAY!~*bu-A_9CWdvreNkhIF!g$?Xk~bm0l|D%kMhE{BAhEQx-r`sa
z&pR%i`nwt7M)_#MZC?qF2c$TiD1Df@!i^-AeWW{j!Z6V#nZ(=bpxqEZp3<`*Rd*(m
z_q&~8N3uB_yy5~2FS7532HOv58xx_CMetSG0=_q|Wbfux)I8Av!Zvo`z<YHvu-6jA
zzMjU9N(m5p>NDqIjO62lT)1*zE}neW2!8iEVDn#jbQOu`8qFToV-3UKP0a->=2_65
z(nm$5+u_7jb!@pS$TBW5JQvkC2)2sCE~};3TgGNJo0vB)Gl04quSAd6RrIz6Kh~J-
z0!MkquTzsFR{Ls67t4-W%4^_vy=Xk8A4UY7ZZQW@2OLgafpcwhd89WS2fh+ed+rLm
zb(<mi2p|5P$GmhejziWm3!*o?k@a*0!S#C&>9{?g`w}9GMf<ivyyIoynhkin4n^s_
zFVdmfS?Od<PmPV`|IoD3U~;r@GkV2k(W0*T^mY6XTFn>+Ctv&XqFH7-cm5DaXE@@$
zQ%zvgG#xW)Jn-d7dGh*xJr_Lvxvul7w=`TJ61A?Rk(Tsn&}$+<6dY?{cHa&1<J1$9
zZ7Bx)0(@9`b}{~8{P(`fR><EkMh(twMRkur)Guj;2hsf0G-?8^JaGvU&RgQdICg$M
zxPaVi3MB=ru0ZUrJUIA2iq69y>#vRD5;9X!5{X0#sZ_>&E|f@8D58+2N{f)p>^-vg
zj%*_HK3Ao((lGkbAS&&lz14G`KcLs^#@+XO&UJl0@As5py6M?c`tThO>6`GyTWk+b
z>I2D3M^9LC>@d79u7?)2H#F?!WuVC><nvx7QhYBSE$U~$DmQJ$cYHyd|CEEkUo~8{
zG9K?e3CET+GrVvr5<?HhK<J83#6hMK*1hY6s+u0)UosP?H(iG_zoIc!Ng1x+mw?f!
z)nGr&p~XY?=xCaZ*ES@g#Mo!rP<9V4>WJg1hiY)Rf)aD{%~&Jh0WTa@;pTVRgu6Qx
zg!lrvVM}e`#nHoX@R%p;+Y$>k4@)6I%m(CgSjU9TC;6Q|Qi(tDApP?b-TpHWp65uQ
zwa8sCKW_!_mAMUNHJB@>f;%JC4zzSSAkZorRp*4#p8JehI9&uR`b<fTYB`|^t+2?G
z#Svv+lGu|L;OyT8Z%&26`i7ezeyx>rNJ^j0I(8!8)L3*l5Kn7X9)`?k%B1V00XeW>
z9%s5y4gE1M3gWZ&!q<^yz_;T(e0G_M2ZhVX#PUp-JwE|NG9)pn$sVS@Gb8Uf&q(Fp
zi%@O;iAc3_Ae2f_`Hd0y(<26MZi*r4?~dV92O}()-AkIQWnlS_Zb(#71(UBGAZr^5
z)>2U%o5*0AT-Zs^P7?6ror-=n@$_t65u6^MkN#uz@GIXGHniCh9-0j%{9bTOlI7TY
zH^SM;JUHq*hm^2<luq<0%(r|_bjFg%uSXH6?UaIlzb{04DGG8P!nmRK9Op(OADX-M
zfwI^LpphtkU1$nIjd`Hf#|JmWcEigTe@N+MBjtC=qpqRWP(B#OI<a+dZ9Ie|KmJZl
zTI0d+3G<mr9Hw819(kF!41-RsB68pFfRDsJRCy%|cMkyL;D*vONx@)eF&(p39m9I*
z77|;$8c!W6B1uYvM0!Sg>xCVn%-zPkQVZviU&ou_Z=gB8-$z07lp?;FE)5S?RnfkU
zJh1SqC}i)OB&n;4;Q7w$RBWu6LdzLk)FzE7RZ8?Q9>x2`rR0tKLvrMUCcU1w5u2{?
zvA#hl>lg&%S1B&!UlG9i?S!z?GQN2|kGr?781}z>2tBgvafWjNJ$K^?gqSGP1YjKJ
zO)Sq5U<dhGvM}v2d)Aj}qTc&9ZolpVc<tHC;qSQw$?hZM{=(%DA90WqDG(272iX~}
z?Jdl>#d_qbD!BF;a|NUu!vX)JFi|0o3$$lJ%~&uUIy%VR@%s-MWwSW9q36W%@Dz;7
zXSvb~rqJ8i$r(+HMZwY8V1DQ`(H0ayf6YL~O1})V`@B&2H|v2v`ouLGWzQ8MHRd77
zM+Z$;bUmAb=aWL<mdW83S+9KN4{*Y-vd@U*t?1TvooK9Y7bMY~U^4G_4Md6vlP^9=
zsH9SjYj34P)sk-7bleZU(q=QSpBOt+1W`$YP23TC#u#@}!UrpiL0s(!^IVm|rI2OV
zDXj=HyBMF%VLsi!SBu}TZ^TW5njDkojOiqq3)~yptsPd8xbJ5O>2dl)vsrKc^7eJm
zY12ysc7?UBb*}^e8^Pr3{y^%LT??Mq&cb{B1Y9w7Kqp1;0as}N!Su!nI`(ZHQdj^l
z?s+pF#Rn4kZWlb4Z-6fMrEK3<g*T((@OZ-si1B0WWMO%Zvz93G{(Hx<2+o0+iEK>K
z6@r5kZG_+93cir@gXEZ{v}w%(tY(Y@cil)FaciQJaZ&JPhdfB#IR#&5u)cdrJIbZ=
z(K+s=baKKTEPRaU9p?;~KKhONr|C1N>kc?2kOp=3Nsu_w0reW+bx&?`gV6h%$N`o6
z^v#M6{AbPj9v7oX{@#7K#iWI_IwawV_-?2!SkB#L_?u|%DP!z1_IcFT;rhn&DE5ZS
z7(dCR?CuaQ*(DD7ua#iG(EwfB`GGF=FT|^7({T4ucF)`APcD6Jg&64qSaoX!o9&ih
zYqcy1Tu~0P?^i>C?lD-B8w@)Sq{ES1HHiPFh8~_<p<<a0^b~gz&DkHgPiF9f-15~>
z+rJ029@N0nwr8yYRlhk-QL!*`B8<~L<OFhCzY(ds(cEhhh1B*I+xKr%gHFi}c>GQY
zNxQEJWjbX@jLJ#weic}iwisWz*Tb6MX^btyxIl`M)YbPRIlK8N36yPNjIU_u2sgo+
z&-rlWY6td&mVvQEyN>0Nm!xNB2x#*faW|w(K)CxiVs!TqNz;vh&FRW$u}KJqe@c?&
z!n5IN??SZrlSUh6tihCd7qDk`810;0g!&TdFn!@i-R_5Bbj>FrSeo~b^RF|9u2@@z
zsaD7F`I(jQ;jJ|4?q9)JS#4mg9gk<9+rr|mKzLDnn;R$8jjwC_Fr_&IZam%yfyXQ1
z!OdLUTeuLP>`dd_ZE*mBb|Vx$RS1(_IXJMw1QZ4I$#3g+GWx!V^*DkscP1bH?XH03
zos-<jr<riar~}W~vHXBm0V>IDz^eOYK<gDbZ;f7%@n@oNCqD%xtwo`q-L)=vvrgCE
zXx)b@E~s3P2`TT_gY@p5;Qz9cj{QplfxRtsp+hs?&e;a-BiY<l63NUP+X>gNw8Ht@
zV(?I_p8G*m1v2`&=tR{Sj7!a-zZ7erQ)?BeZnwl~d!o>Jzbo*XmvfQ|i-4y*2R08h
z!K}($k~H>`ZaP~)`3J6%Q#Uji+vGa*IYq*fH34w;s1~H(b3}jpIbgXqAFA)%0Nd#;
z5L9*u{yR|)+GC!?W64#35|))Kk%mP7HmaDc*V3piPW?wHY&mW~6fEy>?yhzwqZaO9
zbyWZo)(mnIACJ<7-X@^5B$xDG)Peur#zRZ3BYhpi2Nm~9QT=NNSurz~af0qr&mmsS
zZVLc8k$SRFj4@vSva|WBWPCV04-$Q4=w0VkSg(-CS+FUFhW4jIK!Yasd{qF4`l)2K
zIR`2~$U&FaVfx>xBHHf454R+ygOyMO&e@*<jSmbU;n{7#By(sNPQ{VFHmDQq(oI;#
zdK;5<<a@t8R$OAaesYQaFzbLF-qv7|aTtWNj)Gpf8ChP}1^XBqe`j(ROlr-5^*WAd
z_+%sSWSG&x<`TTvSw#&s!|=9G4$93v47G`-w69Yh=aKC=y_{vr2Y=JvN3o!G;0k?L
z>qgEA%mdT&37~OzA9VLy!UEf1C~D`xqs4z|qx38C-ghdV7i9N3ZRT6k-2^G3?Af-j
z03GHEL-IpQ=qxyh?QTVM>9Qoe{fu!QM+G=<TbgJQUZW-P0UXEh3*4Z@P^fF+W86ed
z^!^(T(~Xy-t&B2k)f6F>iC>9Pk~iFyouGsHH8^lKTsQvdD3PlPWiEhF^fy}p!YGS-
zZH#c1l`H(}c0fPt0cu%u1dN2MsrwvFw5spqMs>!*PBT9U^@&7t#WEVPbO-J^_MJXc
z4uW;M8>skXJLij6I7+p<U=r&zZpkv`-dy;P@Fva2gi;P2a9$2lnQ;^qmV;c=PWZ8Z
zlG2SDwD^J>E(>X7GwuZD;|st8txXs;QAjlwIna&vCuwVv2%>Hr4!#Ve_4b`~&6(%4
z`&A=)zAdF~+$1Q8Rwr$(e~J9xgY4h2e)@DpddyS@%=XrBEkg3}-t{TC?Q$+2nZn+2
zuR6JZj~&4HfN@ei>oClCZ_F|RGsuIYaM-e84rpB4LPHmX6WQ7E5MjFrwH7D9N7b|B
z=3gaDHoQ;Fy3HWC;2ipzpM}!2Kw^8e7;=O9$%$>J@F4q~XL*yr{xd&*%+V%q?@Wc3
z7mK-Pf_C7`JJI<3doD*Kj8J}S=CD~HjxDjSsON5t%|l<P(i>TP$Xf){W^{wiSz8d(
zh^I3KGw^RyHN-C)CSpBP>G&$f#(I7kY;+9B2|Z!VZn;Bh1&yes0|%Ea%!6rj7;`T!
zo4DNH4)-SpI58Q&>6-7d;3)VBhD7V2WK|u^IPQ#6Y|rjKuK<VFPv-{DTL40?p_sUC
z5%D_lT6e{q2XMVA4A+ePBNcweXq)r@o~aDVu5Jf?G$;0a<M2DG7p(c7k}B5u%dv1m
zRngC6-N{Q(<r)vZtJ&Xm6X58@9k`@Ek(55Z4o-`A<IMTBu;Va6Yvy2?ZwYW`>ReDO
zVm!=0D{%gwc}TwOL2m<lw7V}1Glhgm_49D%)aJ)yQ@2vb(p;imB@MPEbKr<@2yJAa
zG4%Qkj(qM^l(E)>L$0%+T*Mrszl?zIN*$P<>WbqsHk9*r3l0v>rn`76!06&r=F&TY
zWpoe%Zp5M1#Ve4NVvbWj_rOQm!MPoJ1w`U=h*mw@*M`&sM`RJc98IF(%k;o=(g&l)
z<8}QtUc%0$%nhzF9}Jm)<nx{#WK{7o%zvT@?c5OPj8THI*}SNBObvZ<Ejj6@ufeAj
z6a2VkKROQV!X@6$Xt!|<x#G10cQjZ)fP5lG1O(&f%#Y;Oh!V%uItbsNNo4%=a*WrS
zff1`VL1%Lg_NYXo*Bd8n-*b_y`ji0Y4klnq$Zp)Dz6!ZnC7}1c04>Y1u!PKk`3f6B
zasFm7Ig<dH%)N70-GksQXOKIc0M5_y;F5n4$J`_poBd?qQ8?>uCr@WPTU9WV&_r9_
zS}@)EjCLR4MgG=OD)HnvUjL&&#WY$-<|_h?vQc>1!5`n4nt<~%Q8rWQ#@O*jtPD4%
zr^9`5+s91$VKg6#9{b|p#cnRILJ|zUkjD=BBwQd|43-WXf&ThTSFg**Vug4tyx&3X
zJc9A|nNoCG8Hn?5Ct%brHFOM5r(^fex2`=|gST9d;N{ev^u(?$pk>(1ajN}HgI2t2
z<+8K15&c2`$$lh1BAxM~RyOCN?;-s3Ap<Vb2w0Xup!8`T+K>6b`+nx(J0AxQ7vFMk
ze^w_AL62HHUpvFE9Z8VddY<U0xPVMhIK=he)|F6C#2ec8=&=q0FP^cx-9B+t7B9d~
zC*}(rc*EUwCm#C@eo(85K=4jah3`Y2c$^KB_SPSV|90&LwI_P`L$r{_{Cvu|<7Wsp
z+)Xt^&7oUnDHcS8VDAwtj{5|l{LDmhWVR=9_<fM}9xHD7^Xe!RjO;}kF&zwNp2dv9
zNX8;|g=WKO-8p_oaM6F0qzdm5eHj=0dtyF!r@&e|J@+)`UyldgloT>ChxKQEexb18
zG5O*tfMRwxXw>o~P^mhE_ofEJ<kKS<+G+{u;#X<>O=<iS#zVg4xG_$PH}vY9rCMAA
zs1!@Z&7BFDp|pm%EL}m%#+)?2&LC5j0^yKE1x^byWqyNjj_GhKI)EcKW+lVm$89Y4
zsSX|sEpWVu%ZV61gVk5h;Q@hQvdAtB(&~=loOgSHCynJikF?+h;YyBoU_ZH;lh1i#
ze}kNPWkeK@`4hi}FnVB03mI7&iwUx_@Y}eE)L*-dlk2<5k5?-pcBlp0oLcZ<*LmjJ
z9HzaO_Tw<?7y7*`Mf<)CG-mxD(|b~YD*Iu@>1NJB{wD4(V>2?<It9;p+#^e5EWloH
z1umZDg0dFL@TFH4HokvO!m7`J$@VBXQfo}#?aap4p4&JbFLS8wmVM;@9v$w|qT6Jq
zQYE^dGR3K`=kR*nMdlx?N5vpr*dDSKedDT8A^se;83&Rn)*&3zvPZ=5*(Umnhk$8v
z0-oB;_Nb=WAoyl3j!!ee6Z?Iz;>j9VH1dr`+`LKu#yS&$U_UreGM$zwG4{aM<J5KC
z81;KGOyry+aoX?}%A@~BcSxC%&?(blL4ORJQ%Hc~BW1exln!j$JWTdDjuG9Z?EiNM
zyI0vo(Oct>=nErT6zJ&yY3Vk&{oEf`oyvz}2^{2Q+2M>YbyT$ZvF`9&QykS;43i~O
zAn#`k$SB5hPSXKc@GuD6__grR{k^!>gAYpI=a7?4jJH_z0K$^f;fvr132d;2;++#*
z!@oDF={Ept=Z(P26~KQIT!`=~gB39j_})+u)|d|K^2O|fuV>a1{_Bx2y>u5U9GXHt
zE(pU)kwhrk@SfDf1b`iH0NR&oV&@T2Drx@+4E=9$>}TDj7WJ%GxIYQ37FfYV#%JAK
z#^WT?Tm#D#TWLaE5cb#|g6LjNc(73nn-5>4KBlvY`(`~db=Pe;6X%V;6F-q`##Q+d
zIR|^*4v+);^IDsh`(obvOm28+HC=>dFqH0vA-fx3k1O*ucszvZ+k<iN(^GEXiY4&H
zD3vY}-G;j-y)h)$2p8AwMM)_|(BQD%afCPSDLjG`SIu!Gu^M_0E7R%P0yrSVgMU0d
z;EC)sSb5bSFKb^X?YU~~p5F-d<BVNr>jU+(5Y}36Bg?%L@Y?EU<Q1<u@*lQ@d0(%=
zM7$HG#fl?O;RV=m_W?b3$OV)0C+MeQ1hoQ3c2|2&LWQ4@-8yBke}NdZJ(I>*)e3kR
zYXTvS_uy{LHqM(_cDR=1Dm<LtacnH&(Rhk6Tu){{$NYT|Nv%n%j04TD%7=<Q;;7xZ
z7|$D+aNpETg^iWrSQH|Q?Lu5w^K3sVymy2rdn2*qbv7)IkD`v1%<1a9h&m6oLq!<#
z8y?Q4SyFe%4k&^(R{PN|u?P(I@Wa;-BT_aH0MVDM==A%+SoDq$W_*sOn#FdswVMYz
zU@1JlQwtSG$2d))ff#<02fODpmqdjJ_Cy5|h_nT*41bVcRzf8?Bk=YSKO7Eu%#D0d
z!Z<~1K#%2)r;W<!_{Iv6kFPtqs~C?!_M#|9NO)9tY{zBV*vEzcUL}BehZ=Kzuz9Sa
zH6*+~$<b6@4Jn#dV5xoubXA^nHi=2%olGB4?UDuM3xcHjWEff(-vq-A=}^Ag4LS|>
zLE|$k(C@g;(OqUiZZ#)?<#-I;E#Cv5y?`newnMMUFtrOg1zr6oFv_b9YNY0n4;a-d
zq*lQEr(@hpqGj;LZyoh8+)W-ymBN|;9u!q!hoEc^@U#!&XgLkivBFQZB)J8aTIbXG
z&&uE{o4@H#@W3ibKV1B?5FRqdYV^}HApMK6&}}+FHT*15elCvd<v-IkYj)vW$3m)L
zc7dDbx&%Z8&chvN8TxF=EfBtU0^0Umf|XT9Fk{nI$kf!sdy)sRj!Hn^^i0TBOGI1C
z^F&pu5*|LbVJ<OtXV-i~{GPc&#KViNYk&FEQ0YG;)@vnpPTYcwH#`ts9frYn#^le4
zBJ5fhO$UxVAx1|mVD?E3m@sz08y<2*aOz2J=i@LeF4tx*YcWufF$L+m7S6&Zew3cE
z7DU(8!j+2INIlq0Vy76{SKZ(GmEHX=EUO@|hNa<Ddp-Q&UMAB{S<$E!`M_UrP4}FQ
zGio13P+#qh%{PW&);~i3Y1v@)pDb+t{f%?%V<>velOfeg$wa)q9nN!BLDbc$u>4s8
zWb4Nf-pE_j?N1iCglXbTL1Ww|9*jH8f;omlRv@MNnXY`a8KTGr418Nb_5Z}6>6Z#v
zAQ6hrMZ)O%{3uFRq><*?-zmRXC`{J)GZ)(r($gIcQTdVZcq|c~Foy0%nE{U1`52fK
z^QRGqJ?Npve`MXIS~|_@BHgT%2sWM{bae(kal*FtQrEy3==l1S1|RxGTkVv{^qV#K
zG|2@1X^xS{rsv54fnreJr;0|dDR^qOCS17d2`zSKA)kl2m(KTc1Z<9TjC#tU<b4r#
znrD&fIVmu(jJX}Tsk$L?Q+0}58tD?wX?)i234PiU&|NN$pH++DUHx<Vc)|^fzbvJ@
zMy8>`ATM(g#9{w!E!a831JeT^ki>lz+}x_Iv~|HTeAQTq1N%hLxNI}$UbqEpJJ&}Z
zh!ECgU4S)Qlh#QoJygx9MCo*OmMPoDy+%&s_EWz2U)g=ymtKJ;pQ6x9;SnitXvD!M
zqq;j9=HYw!voO)Cg)vU!+^~`fuJ_h-NNRNfyKW=YnVy4(7Ad2bktkt3Hq<%OjFMG+
zur%Z#ehF2fH*7B8xBsd!{zW1_yJ`<jcC(@2%{%JC{H}^C6XDFsC<JjCSa_hD7Ap;N
zBVTPm)yGQ!Z>e$86`Wy;awO1o->79^6?yNKP0st-fygfznA|ZBOh_&!*J^_NQ8shE
ztWUn*7RC2<PQ*{5n1tK^Bkn@hI5dZ!b_Ab;l~EqVtxW+()Qj-ClNjj@E~mdZDsX*{
z3P`pkL0wD*F0)bwH*H;9u5*-~Ys5fAF`ltkWI*9XB`G);M1I=&Qp>y&6832+JL?}M
zhW}XufA@E~b})uz<+aFzw^v}<FXm5d^TdNH+aX8b8b@fxTxcI|g&P|J=zlZ2LE%v*
zaQb}c1GjwQe$odmbz9(&${HwQfE3MHVi<O}nfv(IMhwYYfV^q3P%EdzbsYLduNbG0
zE|V_eqPi4Yo>>vNFsc(0UPPnh_dtbq5nAyDq4D#6@a|Uu?=Sioc-<DqyA5&9dv{QX
zngVkK7jo+FSHgzD1LVY`BEl<Zfmsq&oa-@L$!OFl)k`u3bsbNf!R{8T823Qz?mApu
zehIvqQla~x7vl{7Ano<*VTscvcyhxKWNciqf5IEe_laSkcrU1%x}raWeDA!y04@$r
z<*rzv2RGTXZBgcVP#!M>tuhI?qP-S^m72kLf;sPvdtfzVOVO=9pm$3j|3*sSq=Yww
zz5{Yjeg_B)R>IGmOycsX0{+w`L)c$eT-oq}Lh>25%X-9~D=*2;C)VVjQ5!^fv;yPw
zP$>F9_pdQV$1?@wK)5p8-X_cWy8HyL`!xrgwr*fMt@#+cT@O+NJBgO!SrE`o<(@k@
z1T)GS;6vp<@^GLZwwWy<rH1-stQg=zL^54ns{mKoGsBi|0dm<n;Lz(F&}ym#(H&lx
z|LYP&6)c4JOZd?1!8T69Oh*{&*@B%PkJ70zi&4B2U@Ut&QJxnH6P2rh*ChiiKhJNu
zr!P({9Z%x@e>bV{+}kkppCa6SCxWeq_uw+~=ak1)nEa>-fbhKekh~=l4U=p^zK!+9
z#)qL#DvYyb*bQzR+k%A$>S#yxR+7l>g8iw?5v`O5KW!z+sc$AYwCzdj)Kvfv_3YuX
z3)@Y4i=$+;0!*BGM;@?QI+_2A7~gvYrXoS$UC-Q*);l@(m>*BXbr-qH<^USX=it9%
zUgT&WFNUq(#+>NQ+}xRF%(;AmJQ=b8oae+%r;K%U?KVv=R|bK3+u#;oIgE!+0moYj
z@N=LIUa2tVz7m%%poW+cd;s)D)<OQ7{~(~zmYz6b3a3_FfwE2)l-~P|)>wwaV~uyP
zi18UtdhH;8uLi<aQ;Lg9Gf>%t7Y23akqA+QJx*7+rpl`LwDb^nk#sKzPATAa?F_-g
zbMC>k)J|IU?FsR!^yG%0FQ+SySCe-NPH?ho8hv}P06j}J=-m-EU#_r$`zMXzOl~M{
z%GyXBo;-ntPx|3!V>+q!XraCha`c~X2k3sN!%Zz*%0K@*>5<$^OvS7~^qwN5?k~aP
zUxZMRCmxmRm!gPMHV(`PWcSztC`vL%k%vXVCw~!ZJ05Z;f`VBlTZTAZDhGAj9<Fh7
z7AP%J<rb-k;m~&h{Id557Mst;+64hr^HU5?;br|wvG|s<Jzwa%)pl6NI+&ieaYS#U
zKWe^;1f4JPL}j5g29yNi@2(YCDjZ1zRMdz;(+loJt1x`|Y%{E1vlx_AN9h<IqfbpP
zV!nF}_fStP6g#`aKx8b+OD?5mH_u>+#A_OTik-zz3J`-ssyI#m7Gr!fjz~r!eD7vC
zD;kX-KWMO=a~<Z@EyFhx3UIkS1uk9LjqP)iP}{?nYb>@1_$4Cg;q#7koO19vmodLz
zDxgMI9d=0MgJ=0+&gXOw*mCqDX}O_>kMb(<+%H22Vt3iRFj1UmtOV#?Mps^_LBH~L
zS|gkeGgj+^&!-z?+v=T|@n)37{Ndn-tND1)^dMtxGQW;ZKiR)b52fy3q-Qe<@wj^s
z@JXrT^Txd#o|K1F>6{c4XxkCa!+F?rxR3BE*kkEGB;$?aw7pLcVm9mr|MhP8N39S&
zV;2&o&+c%4>vOI^#RrmCeU)h1X|p`h5t?zJmoxptN*H{)4~*UwL+YI|s6Hu#?y>Xm
zp7=Qu#LIZFE{|!&=UC`al_q=rW#HsI4SZu*)Uv1WF6bC(qj!in@>SjigU{KJ_<0&;
zt^3V=S|30*{EGl9^-w&KQ^oj<8$h>}m-E(F1wv}BlL201{A3fx9seu@(yC_oHuf|=
z>D<e@J{{2WE(tzbY=alOyXiL#*8Ak&hL?6vHk~yz#Z@l6u%f;eHoCE&pMM_Oa}%ML
z<)UM+4Z?qWrqX|hWVt4BwU8><OAb$+LyAWYXiEN0?i!YvEwP*A{JvMg{MFVFCb6C|
z<wjupgMF~+wFv6F&Oyh>olv<_60Utb#Juvu&{@j*D&J3IOiCSh>%&3_dzj0O;*~^R
z_T3RKTZePg0H=yyq1FQY<Y3A;)sa{PmlGKKxqS{6g$7}BZXc)g=0#Y%yN29mj5a=}
z8qR5t={WV~cAEcf1Riy#a&!bwU~}O~?7Zqj>jh%Cv%8qT*!lq^4X?x*EC;9Lz6IQL
z+287`B+h*30oSH+L6~oVL<|SO{O!uD_x6&yR5EvqS_xdp9)}HkmB8q`7LJ`OBn$5E
zgB`+mA!tt(SE%V4xL#*{NykSpTG{{&q88-itu88+@`}4*l|0*V?j=Q6dC?I9@#Bjs
zeDW&{w+v8JV%dW8F>7H#eH?r$CZxFhAf9|vi4_e;A$c!b=L-q|i$vhf##c0+&DR1_
zYtSU#hW4_ZM53g(Zjj4tDm+q%n)$3xv*x(&QBq44Ssx|bJ%$SG35N)UwX}RC^KNrh
z;6PIsJsB}Um#ukB$`(!1s<*f3+mHX~l7DHacKILu-sJ`(uP$J@uPf~O(}d{`U0jjB
zo7hfgBQg74M9AFZcx9{+dy1SmR;Ts3=04d}{-g%VTb2<S_dYVw-HdM<G(hyd3Z;e@
zh-~*a&g=SmEWKg_53&*<9&#b#TM~Hg+73<SsW7p+92(1JqE1OFxEwju`t^|@ZjNHC
z3cnaIey0U5S~UsHKZcu(^YI7EvEEM2M-}&FRB5UJ^F&7BDoHP}^D4wh`_p)<<{^1=
z$%JlNlR>uY3ql*4sVA8Tfcb45&~=?n!65=3Usw%O9D*QkX)>NRKY{1Y2SAMM5H)iw
zr6;28FhV|%%XeD}Uz8M4sS=7YBh0-MaFu>(+X5|GLg?#L&Ph1jj0t}vvHYGtSbbq!
zzR7(gv@ix<-#UTjbQT=?y@dSOl?*A)_gdS;&ta9DH}*Xb0sabp8YJwlJDl4`8CaD1
zO9c|ki>c&P?Io}~{ep@bDuSx6C`cO$!<~L1T(;I5&V?1w%^X`@u_uyfSapP2uy2n?
z$$MB+vmDjLC22tK8Q^6sjq0%%v|qM~4BE-!fs_i!yZir))EBDkrb0We-K3pe@>G@O
zTMkS5ptN&5rry2@BR#9Ql}p#+W}aklABzSHIX*f)d>N|MEP=W0AtdBZG_7Cyy0uW7
z7t<LhN>FVUzWTiz1CAAemQx*9vhfaVS*u2uze#{Ohb_QLWCco#9VP?n+GzNkbqQAp
z>#1*<po^}t``>~@xEj_3Mf;*)3G1UhaP`3Hquc3){Be3Ib%2w&u9sBbXeTwLTX31T
zCjR#S4<s+&g8eJ=@nz^-c+`3fyoWT%XAenu%yJqEY-hhnWk1`?4O7XKC=zQr04Et+
zrQ!2?`Z9$dpFX=u&l|s>B|Nrt-tBhcTX_c>GE8AvwhY(`nv<KNJ83RoC7fwgf*OYi
zoY7$mhW(czbxjPOR8oiS7jNLztO_Xpri;bRa#;5<oXWLqX75}!uYo(d!(y?R({G1U
zb}C~8UmdxlX^vG{;h^+1j-2~l1|R(tVT!8?$o1`~PMWrG<9Y+0*r`qC{7XfHEBir~
z&2rVkl5tP_W$cT{;~xLc7}B|saN=AyS-Wp5RQ>6pp2Pd`iS`P5D6<Lyd$~VHGyqhV
z!!7Ah+N=_f7mf?UqL5uU@+Kdiq-Rl4){QsZvx4NWm7)pGLa<UMjI3sCz{Pu<q2q!k
zNH(W~mTv=BVtoXOw(cdHRqoJ%w-)$VFAdDz#KPB1ZP2_ShM6XTY#%ifeN}I9L>A;h
zd$Xr*L7fVjKIH)1m==NDvJmFD4FliwAbfy)c+Bj3tJjlCTDWWn9lBMDn#R&#YAnF@
zXT1pDcY<(dn=AO}$0Pl5lU4=)CPqASaOe48jCy5;SJyuxtM!ZV!@C0b{YQ?b$mt+&
ztRIG)eMnckZ9|2&8t%d_N4Vs>ousHmKvsMt+P;-02mi+7fzJkbBIP86jO5}%y>3pe
ze-N(LSqGa$)9IOz98UUrJ@~#l5baKDg4(X5<W@`&^LFfHi>d(hA20%=ITU|beCK#H
zIpNTSH8Ax1GI!s#tLR~D01g(6`?#bLmod(mpiv)rBzYVYThDTJE|=qayDTuU3!}@}
zd!x$Eo}_1AMgAFvsAx17ZdV@1I|{v=C4KxPNIjeGk5I&KNz&;1Z84T{3`td(9Q3ZS
z$BtJ^h<)h|NStAZ!;c(^#+EtsL()Z3UOt~x`+p(t{=FdS|CMpyt#rl{H}AqcKGrpU
z*iJ@3pQxUl&KO)`z-RH6>iwvM<I!={-XMo$9S}#M+;bpwN&$v4pObIB#xVFypLR?5
zgHMJJ>vR+nBj=@{s$~k-H?e$L+YQoH8P74R(uRqMDQLJami+yd2jhZqINjP4#Qo>s
z5lbH`yty69=N`r@$MZn5)(8*F^nwk`#Kkuq;hZ-2YW-+(mDcZ$f~%HknEFy4PwrPF
z)@Bv-VVEmq-uA*+^Az%|^pEat^+vFshyf*oO_ay@D73~1KsI%Uj-)VJXRQf+5khe3
zTor`07J<LsGqNwb3mkrpf{iT)a*FS8Ubp?Aw+*h*j$Q?Da>{8nVBN;Qi_)O>Ru!y6
zak9zd5m{8GkMC4Fsg~goXly<Lw-oBA@P#t^IrJL5aJ&hRWrR7otRM5-C$e?Q`sFa-
zbr0sBzXE@o@6n&dZ|R#I^TGRFE76}&Y+0Ve_T+g=@Z*Cy{$8L#O*c0|;~PQD*``Cl
zCz;CEz9Z7*b=-A&BS4vxd*$dg5EN){RrnAEi-xk<SzsgF5MKzYf<^>vWoc}G1%~@I
zVrpDB{=B6D*)}zFN_I0!t(O9cA2RUexdTKxu(NxQ1AFl>#|d4JkFJJNWyT@lx84m;
zONwDPI+N#$<J52S4*D&w6hl;M=zW<e@?qjFJ>`_dy%+ffH&hC<PNFlFUs4Kgf6V9<
zt8>tHWL)>h&m(Yj1!K>3&80{A?$Kx;eN1`2ft+->!=2|>#pZa=m`Ca+2rguE)yut@
z^0|Xkuab<CgH<52pp^1NB|_KP7P9m2F{~Xuik;`@fl@8Y07d6fqxsqRZm$V$kP#!K
zN(RQB?t!|Lqd3KE5AII;P1=snM5{N_bav}!GWcegd-a4lJ$^Y8jMUPJoR=Ejyq<|u
zBma?q4vKj7%qZ!OQ-!j)A9Qe+sm^nWF=}?&0E}G@z`q66@MfthaD>j{%DxC9s9dRg
zsBSZ~b~aMqvVAbNGYItTRWQe^3dF<r;TPY9^hM?=ylb=&G_0l}ckV@+q#Q;*9TSDu
z3OeNC{1W=ZBpk1oSCGN=#n5?j1qw$kM9XKlTi0rrvn<6dXgpd%P8~dpjX{#F6Pq|x
zc5)-WR#e2)f>5Z~!se1nYY5+aBjCBE2C&8s_A5?u?iWr4CEn!_xkV0w%{`!Ojvb5~
zSwsha_i$47XOo2=T<~uH6%yjufIYQH!lIdb*|!-D?uL@*`r?dF?h6i0Yw&ez6iPi#
z=Z1>KlizbQQ3O12oA!2`VRQiVOgriQcLpeGa0I1OkI=q@>0IL<F(^{H8io?D(s6e_
z$SCfh3-X%r+tp{pV>ApTszlHhF5%feb>ON0#<h5ViFkyF!C*V{73s%;Vt*_Z$=M7K
z@-CBDA;vF0V^0LDBhbmf0A5R5q65!$Zi(L&v|IBZ=h}%3&azp_AiOLK?F>6<hmaa=
z3&?@y@;v+$J`HQ{jZp7XmZ<bK0$!w4;G&Yp9OFfCq~+sx>Xb61yXA2{9#6N$IIX?h
z#&j7FcNrzedd{L@bu^ccX9?Sp|Dp48#Hrf%a_S@%jV<!0A=;B=XthUa{&REGQ<<O>
zR)sk0K{D<95(>3Ng)nsS9OGkH!q&Wenl4_5TR+DVtfq9jnF!Qto`$&>v~in$ILiFX
zf~A7TT8}z;;JP$+wlCQW&vGBri#7qU7}8pfTG@b=;Sn6VR!=z3`LO3oFXb@b@Kot-
zwDo=_{T>;K69Or4hp7S*w{&t9ol@z4%*~S>c^$ht3b8`s1kAXpjwdBnU|dEVy}Lmj
zc10LNgJK1|sf~wvIlWe2D8yIkhj4*S2E1Nqje^HB&@60}^Q6`Re0T*xe0ByXIA@~3
z^hVVC`jQ^-It$5Wnef3+8jj7`2_<txVY7J{RxLe+i-PiSAkYtI-HXLLM|ki-a3W5>
zAb{#df-NaagrFsC7wlk6vmF1`D5DdCbKTcs)#FX1M7<h=Y~$(etQ=y>`d-sZa;QU&
z8tH$z24DRUCw6Bo;X?B=NKlEz7{?;0vE2xsVYR4Ol#4%aXkxa!8?4vzfyGujcyaP5
z>({p6+}2do(K$~$FN#6SsR)!e)P<6$40Jb0g>;JsZ1|RhwW=d@g=GSM)!^bR)r&-8
zBm*ViA4lu<gJ3E*4SK5c@z=sqBD%5)XTN6queDKd+aVlJ=2f9=?<?}{sUOXj+e(53
zhslM8GOkPa7<GEF4i;8g;RetBp!>`mH{}Q5szx!8Y|+I}0X%TvQzE|oq7POA9%yB;
z53R(LiNJAl(6&n;b8d&?toc>=Afbd_$lb}cUB<pk9vNsU8%$Fe16IHIJnZW_gw~l}
z<im>?th|x|%Krwq2LpEFeB(*7kdI{vZ}d>#^L+SJOAJ(5-`b|Ui#QvHfbkn1&h1W5
zjQz3=59v?PoYXG*^g%kFUtdbU%kjb=_FeIr`H9Y*odPa1W@7UZA#hQ+NeBF|fZfSb
zLbf;33DMaQfB7t~U0Dw+`?i8==n-hUb{jZXR6$*E3+|W9qY|GxAuVt_2ri1mr{;{M
zeXW>se!Qly8|OjA%_z`nHi70tm0(p81iCWWF!s}rIv=%%k!$`4Vea5_?gH0l%RY#C
zdK?xD@N(NGt07Xp9r*1>NX@t?EDK*u%hWVLgXQ*;*16DAL)Tzkj{r>k5~Q-%S!bj_
z7K3lgQ#mPugN#LAbjTXof@h+t;b!1l+Xvyti;2{Eb+Fw(1Z_`(F?Mn{2u}3{4~+os
zuLaHA27PJrq|y&uKPAClcGuQ9=8jF0$55t1gVxudg!e-~>C>(aIPC-beP{@hmibcT
zfCt-UyD;Zd#65B~au(RX)<Zw`_jxBB1ESgg|4h1YVZ;t({0P2Zr3N}z9Px`ebELb8
zF!r-AnUThx8^)!O)^(NM3-yM_mzRNi!42v~Q|P+Wk`Q`e3xw`@M1#+n!xXuC@+x&J
zxGk-tmI_IvCo!2+J~;!O-xuJ#l?gbXbufwq5<%vpIDAM^fXJ%za1uw!{OB}1)*XxD
z*DuoYMM@m&jm&TS#0p2Vwxa0rG-}Zsg!J{77Ki=C7^7rIbS{_D=Y2cS(`_1TkxOC@
zlmxJu?}$I^Qc-KyVF(R0##~irR0vI=!CS*&<xG2$U6F`MC+hH9un*4k^}%gtQbFh1
zF6i_<Mt7Vxhg{xM(EiIE<?gkh%g`{lT`V8R|8vKh2g)FJ*cL-3*TC7kauCyNN_c;E
za2&_=U>L99t{4UAGUo;E?O0UynqZFm6mWgCj`2dpQIXn`;SzPc@0P($yrl#Ja|AF>
zA{w+pV>z20;-SFC2<^KT<C`y0G}Kgr?thp<jtAvKmICE&dSnc1g3iI9$RQBfCWqbE
z_QJu@)zI)N0_HBx!D#<I=wF>kC9MMC-(Qw9dT|u&RlITiJ42k+nuSBAbwt}jALTbT
zqSwf@*7VT{vbk1_J7H>vPqwDQ-U2lkET4-eOV#0_*?#ctIgOX^ohPQ7SFx`94Z3NM
zBFZdzz%{FT%E_!!hoP1FaI+^85B^TUS)&(7bO+;0X@!&fa_-Q+vK0>m&ZX<BtRTDe
z45<GaV;sP<^tgclkz1Qh{dxD}=?CukVtNxP7t4p2tULP9G8N_0{BfeL5S^zlhlbSc
zAY+Kc*_#K=RANBLdu8i|*4?;$TP{s@i^l&pekbltx5zvjEjVlJjY5H;a8Rp@D!#8~
z=LaK5951CIKhwdbA`>RJZ^ZlCs$rLB6*qBNIXr%q1;YX^bQe!LMhrL7Csz)^<yY6>
z<KC%cMzt%<*X0G5b)7VXHwOM|sU$HMY{-oRUb<TYw{yEQZ=!zf2BMl)Ntb%gVa&@N
zRKKB<_P=Xt{o<kwPmjJLcYDIXdCN!Izv=>RIp)mvCYNwne?3@Q*uwR+EL`zjmiV_l
zqf_@SC*esfJNtAoS(&2<vkm?*H<k|6doP4D%dUe~_C84MTEzXh?u~9M4?y>D6h`iv
zO*=(0VAeE6v=lYN*RNgK*-e1^U2Z;c{5V8rgr&i|npE6)&j%Y=zJB3w5z4%FB>I)H
z<c4J}XEdi4M~XA4r19@&{hKd1$}{31S@RxNskB3DYB3f^u^sLyflEVKLfCa!1bf&#
zXRlx=^ya$J*_?F3UcThcNIbmVm5bUwIq-3I0)DL3A?n&({3{eo!gU2mpScFieQAyc
zB|7jqWjgZTh{dqdILx*y#s`|}DC$y%v76)ZsGB*~4Bw$jj=msq+7DWG1_RFnmN~R4
z!K;pf(5RBhxyPI|?XQ`C>CiOPWoM9y6~AbjYd`&+z6stA70|ALQjk;5gB|fay6%w~
z7(3WR^rK%9o}diOlwh2{q1~L#;bxH5yBN!PnhD1`0oC#tlWfL0x`;Ckzlw^3yjD8y
zF|$MQ3roOw$!YM{$bd(EJ<O@8N>^w+=L}nyf#`D^@Jp=*vmZKSUKStQjkZB{W-?gF
zra=2&ag5(1!DeLFIa98gfrVr#5j#)8$SaqQ1w_EdQ>>49A`>gVU2gfLAcB_T2O%Kj
z0F7PW3_e$FVT-aUzMWzTYX5OTBjf=|-4;QVH<lCA4V%DNYCH5C?bh{u&&$m|eT6Cw
zxN<hkdqfYgoSpp6cE)lUCN+z0Q}w52bj(Sc&iWh#J_1+hEjY&w2V=CC4Z=Zi#Od<d
zq}6*Pr1NFLw=fU9xgd>o?1SJ$p$l$sF{C<f)4{mS3BOr;<LN7N$qD`GXz4K<48})j
zbh<bkyq}9tF2`^J1y!*vcN!F&$Rn0l_uy?z)ZKM74!S!pk>Cr+5$1nO$4^K@gs>dO
z(QP>Al{5UDh@oHaoItxDnIuzaC6pW$LaED{H2T{wGI@40ES`FX>|2qA_gLSlKtu}c
z1G~ZLNgat@#<*-fA|&c(1AMv~0Z}fgAYH^ya_x4)OKV+puc@N9+Y-o@ZCkM_-wBG}
z6oK56{Sf4H9l~eHLZsOujJt1)!+ueCghw5g|6GK6mz=>$)(N6QK63V*DIykU`bb0r
zb6~8Bgb*=yj^O4%^>_q~Ewuz!mkU&QW)IE!a))F*51{UTb)c|2lpZTN48iL%*^Kl!
z$jtPB)3eue?sD@<hk^nf(VQSTjqTj<4}WR@(zkR~%`ajd(F<bQJ={*o6=<_Y6g3Vs
zQ)+JwxmK4+%G#gw*K-*>`a}gE&e*|`au%T71BtNgWIyblR}Hs>ogjMH2V%GEhCeH>
zbLIQ4!tq%uM8}&K++^!H24}LNB$XfOVdiAm7YqLSTd?LtCYU5;Ku@y){LJWrt!-!E
z^|`wsr7J--uJ0s9b4NMX=I_Bcr}-d#bPN7TawHF92T9D~<rrrfOZC3*!xc}b!;0if
z;M8J=MUqpo!Ep#Sc{5LO(iYSpzML?7UU09v3o+|`@PqzUZg=k++N&{@`^4EF<^FWh
zF*kw}`S!3dc^nS9`=S+>xmO<<fZ7{D*jCQ&*#pD6gS#}z(p@S<x7QSu^V4W))CC$|
zG6Q0pDv179cFvDm3Llj!A#Lkcypb>s9sOPDNA3l<e=8TBu}uEfZ}n(j)dE{OTH)gH
zP;7O(N9GQsK(N|**tE?VjtFr%tcT4l(h$J`gA~x(nT5GiHDT8!Wl)LGg|kAhh;SpN
zSNSzjQ{90GC>%kRzmd4`#yRd=i*h(nu1k_-3LsKCn3M4K9dX+t%=n{oQDN>@So%mE
zD^BW@Mzbl9c_9`fHH%T9b~E=_;#El7rH!Y{7GhUdJ&4FQ5ET&*kna~o(XWy4pIZjI
z!<2)I%0Dt*vL4TCl|cw&m^Mp@!W5{7DNps;?kW`CX=cLP6H;KVI0fp|-gC97I_UCE
zrQLzqq`o+Tqr=xud0HIkszV21XYwRx-&Z}xH&8{zS0(h|r4;!3CX|jQ%!WvlkKDOq
zA^4MW;mO=9xO2jUvpi7^(|R9sdV1sF@|FkmNXTiJ5>o+wkFv?kPw`-|L7i&+SH$?&
z*NMyX&A7z49CsRjr}8|iupum-ydOyBOtDGCaw&OO8hM}2S+NST7hJ=Vp$4+==6pI5
zFh>81vcBmwS+F+Hf#^L)ac^c4Y=4~zReAxW=wcOKmW{<hYec@9H01wK1hcv8b$rz1
zA?4Kxyz8!pUE%jh)!QVvV^9vWcN~C%iymBHoTI<~UJ&^9JJoDyWi$6Y@L%AI-wG|U
z$8tMJZO<UC3;a0WdwjVAQgI-ooJ|6LUM4H05^y*!8uIgcxX-0#;$6>O_{>iqHf>_u
z-=<)4b6q3`Y=1?5-ai3P!}_6Kx`{ft9pKjM66!uJ1M22-aI>i`eu*=NM^iLN-zz6<
zJD<vN8JMIw1qJZ>&wTnxeks-;y-TdqKTuvlHp5sY0K1FBQPnz&PE7bf#-F!rc6b6M
z<-D-UdW5LvSc0bW4fr~5fTQ3Xj+t2qqt6oX-mcMBrT$QowP8POuv*N@=MNxz{~*+6
z?nSP*C<%PX56;=AA>&00-DEoiUtA@rdQv;+aVyz#(yev-@|nc?>Q8zsjSs`7U4y<q
zVxTc)2G|&h;Cr<yYF4g<ml9u*%KLFGxpsPRJm(WJ-hZE1j$1(ZCm&EA5^OGQ69Stg
zLo|*kfoVxoKvgvwYKFdWH-$M84=EuiXF0A(pL}?>m$}7{{0Dl$VZiIJfOR8cU~#$(
z=FOf5k0k>*mm3P<(TZ7^{v;3HHE4pC$24daenFBW<Ji0AD(7nsn~(Ju(jG%f8a<1+
zYQDv=&h9p$3b#16PUR3I89?qf8)5X%78p>GL~c?lrUVbRzF9LLme*yGN%N^XC2I!A
z{?{f{xil7KO$*@7dxXb_=Ynm}0*DjNgD={8=(*OKY+iK^vV|y}Uosn-7f+*cXX8-$
zI}cdjVQjn_T~O*yBbpA{XnSB5@~cmhZZBh4C76%;lQ!V+Y7O2GyNTRAb5Jli1D;-K
z=VTPDh1=`O*<HvV_V8ZT?P%yB7yp=Hdxjd!KQ2WoJPV-B>nJ3Bs)0lsO*EX0LNP0&
z){^CHmcQgI&W=eYye1j6u<AC|pPzv(eCF85cLVgUg@U|<`kISx1MvNd2wm6mLi&jH
ztG=lRfb6$m{G&VvBKW>=<Y&i1{*eG|cGhH`??Q6$2kQjC$c8(djd)}4E~5Bb1GR1H
zz+L46{BgMgVLx}1bjL^(s}#kxol#s*a+4;`mcj=IqroUtlDf4C!f!Rk_*bIv(8rP#
z9_A9>Nj?1bc_T_qn@fXv>*=7k0u+>aak}?wU~#7~#P3ib%dRwFE-ZxSEw6FNJqUX>
z&S6&HZrb!M88#gZ!6qo@MrCh;UdAY%8xjqkiKYlGA@tarlc2?8Piy+^=(<*MJoz&i
z^&9x9OZ_X_U^xvWGnnse=MW9@%Y*F>E7-GWfGYQe64#X%$kP;ikmaSYM}i+NHT6N}
zj4m*_CX0m|HbdXRnVc6(dpTXXws?ZEJ@y19foewyO_xl>eu*Vm_iGattC!;LDF;Yh
zAIm`GnGxOc5TbpEmo$__VwzMjtord7VwIP|>vsVhmw%0<KS>8>^3R0($MT_2{SfSR
z3dhM28*toxf_(kj3<bZ>aaF(mCY>{mQ}-XNA3&N>Nw1mBU>J+LZx-l`HlWd16L^d%
z6PNs2aAWh~t`kO}Uiya$+^vL}zBftz{csTRt|i$c*I_mDyEtzOhnZS&oCh*z;n1^E
zV&Wr8IlD_yFFpqiX5@3ctmAQ1Xa<~%dr2>MFT|28XWF{)AR25k)izq6Of1sF=&UIT
zFi)f&PhI%I?Q58i5uv(d{jO;I7r%qP<5j|twT5gywH>L52?kmyKzZ;w9In2GTds`j
z9PiU+_uf1%{{nS7=DmWJKdK;q=Zd$4-Y-MGK{Fcszz4%w-||i5c8v6@!$rrtiS4|T
z#JAlO4dfq@U3nZRtBeQ1wN4ZkuOJJ#LTE$Y;x(5v$P(H{!x;-?+&dEdVoO?g3nt<A
z;xck0d=(t%u*Q*EeiZ5*Cl^=8<6@U6NMv&f=c%))UQiZ^uik*;FOS1=(P6T1XCtch
zuY-3YN+jXO5_}P%iy<TJ7`$&WdgD%dpq1O2HWbA1Pj-XA)(T?o!8nxuGa)v20WQ8#
zfg+9B@cv~pem3L-we^5*u~9H`QVs*#6X}4>ewf`MguDB{P#(W}dQJFlE61?_0yZBa
z{p-%+8o63}gzE;i3W4~|r~*|qQZVB7DvV_LLx)jbeDvlZ)!M2_Zm+AtG{0C(|1$^D
z1e4*U&q;d1Gmda}Cy<E15a@q>1-%*+fyd=0CvzFg{+tN|GkZ_C*`$dk9U*Y?OAX!;
zb3~&V=@4h#f{|bSh&jvb2=CiN+(i<&2L^vrX<bzi&prZWjREwBkp?=e^TW?6?>Upp
zkxF{Ap3aA8STxfFCzpvp_EcN?P<x;?W4GY{7(4T5s=qJpt7HhNNRtvtnWG~2o=qCe
zl}aKc8bl}+C7I{QJeGM*LZ;$#wy99jSJJ37&$E;UsptIG^WXE=W3Bs#wOH#8=bm%+
z-tYJ8jbAiYWA*qJ^347j6&-m=1C`xS<$44uR6U1FiVJW&e?6L%G-1`eU0~<ohbo?@
zKp^J;>M50Tjw@wph5u>TEv%0g;RZ0ta}nyz(L~oZahNzg2Tf{nh#F@J6&*ad&}mBb
zK!9oQt7%EwP3pvI@`GUqF+V5-O!yR=OsY|ENfzV#HsWfT3i?a!2#l3phaW$apu2P@
zY`Hs^-cGB<-y`aHxwab~F+H>4$5?7#uTP%IG{U@B&xwiVcK)i}l0@Tn87)aHB38$Q
zK<D)_RAD+o{i9`+_tzSK{|LrJonB7l;AWH)jeyyo_;gtNIPRKn!WZiL$}5Z93yYTA
zhmI>qd(7nVi`p%EXqy9H=ip0vR^usDdP>v5qoO##V|)}g79Db#$~EQ1fLs3;UV_jr
z)b}rh%hrb2dvg-q%-B|xKBwQR|IzG-*Brn2AOy~e1jlJR!Br`UwjP#)uX=6ZzxN!}
zxF4ggYC-s8+J4+SLcw}VD?ELp24>M$!OzHo`kD5_tWITI-}L}Y?)QU#%w>4P_M*+=
z*<{|CiFj>&F7snVLh03q(029;-<@NAMAKeS+xeLMH^B*a3oqdg{u2V1Rf$;Q(Ez<g
z8qiTd-~ma5^7mylT~P|N)91k1XI?Pwvj()txX~)<avbt$1ary5=$r8ZRvH?E$#$lP
z=uRaE-t@rc2n}>u_=o;AsHOptm&nvaO}zNv3QXn-pz7rt;#4vo|Ek2nV;Tz|kNs=P
z4f@1y)s6!9s{zne<%7I+fDHG`*i<&Sz(gP3=g-5-Yo3r_CqkjddKc#vA&oC=-_fzz
zEp#L|5wGcJV^41w<n2)AToNp?VdF1a9LY50nsGEP)Q+0kox)l5^I)zXWB#+eg1{Sg
zm=zk%JohY9Of>~|%!~)W=|!j|pN>oK4iM9$@{AQO#2GO=S^CLP9I5<C$H|S*`L5yM
z^_kCdHPWeUPBtF%JA++qFX$!nL|7OVg<|isu*BRA#kM{pDf@O|*uVKW>KVn$-*+0N
z)w8fr^E|G8{)g#smtkh!ZE7Cym>aAfPa^N=kkwP%aqWfs<WJWn?&^>qZt;ua>oe_n
zkD(#0E1+aWSSQgRT?gJ5_d>_Kcrvo=5s^O{iDFY?ID3mie6HaKZBaRJUNI53f3^eR
zn`5-)W-(YEFT$teqrtdX6x2SR!PX%_kEcjiJX6E1&so0Eup@@w(1vW!O6(c_NU94M
zD{B8uQe|Wfiyhx^o%+7GTfhf*)kNX3{7T%qyb&+Y%LkumNxUh$4h~ETgVn;PaI;u2
z$UoG??=Da1Pa$=5dDBR?tU>ZSJP0lvv4AT{1$2tb8LA(U10ls3Xu9Mq?c800wX@B+
zYtrw?($?KL&-FbKFzMn8r_W&7f)zC4c8;Fz)nC;7(Islwc$II^9!He={mI`gndFW1
zGukp{3F}OQ;CyW;Tzq?*C^U%RoLFi6Gf@`Ov=JP8EV0IEfNXALx|CP0m|WTp9!2Z$
z&o~)KRbtw#F+DW?*$p9Acao-ka<GTygR9XEII%GZ&KzBZo5S>A$0j|L*Ae5bigLwr
zg@-UTX%jif1hjJ|-++kn`;1@P3$VKsvO_G%>Ti|s%%==0UPXfRU?IOxCYW(vV_;&3
z8LpkYo__P)28|mth_a$59x73RO?^VRG<P2E2{{GxS9HTUc_9e?vk{%1xZ!x^0B9_F
z1fmy%F@4@O2!9$u(ydbH&mVRC%FS2d&vqf0JIRrLyQ+wnxk|d<G6s^DR)MUp5BMp@
zfb=~byzuKMoprPnW_IO)@cjbvxUq>ly+N73{c;nW+_(c9;#oe5QwE$*)5LE<Q{eUV
zR5CEwLaR3|B(pzv!sz9x)bQ0x9CUpSA({Qq)7JqTcA29??gVmlVh{i0lo6uiUk+c*
z%D`sa66mz}L41-4=~yudZu)%Vi>k@u_dRdv%mY<?JEsQd(=~uGn-D<jASC}eVA^R{
zI@c_PJX0Sf)l(y=?0E$cEt$ft)^o&(?k~8Ila}PeKTT4i^?<6op8#RjbCf&dNM|x`
zgSc=Sye{o!Jjf%cb&K5tmh6F(?kZGqUJ*z?nu*7aqVcQ$OOl(-$47eOG00g2@~$p{
zN~{Hmh&<#?=%-I6>_(;O8=!1@J*+u-68=Qy;4$}Cw9DfPY-u`)Mot~{+IL^rt+NZv
zjZ9$EQ*T(jKL}D267W}vDavjVgKnLC8YwXY0_Yx?=AeeIrR(AC;V@3yKn>pwGM2zQ
zFW8^663%`rq06UP(?w6mgYBpx?E2OSw>&ODnv@Xusf40tcOhn`e&Qd>Y~br%Uq>$O
ziG!?QmI;X|*s&)T4ozb@7@wlR%eD?Wg*vIq#;I8DR)=WO4rOa@@y)*ehZ@EM#DQb8
zx*LMfuXlr=ye$=k^%ZGV*g1@T&Sd&G8?do)E&MIs0>}SFfJsOz1@i(r$+8Wfc$9(Q
zNgwtcCW6pv4X_z?#`eWhSo1;|i$~95(>yaOC6)(Q^8$#y=~Xh)ERE8YjE6n*7XEdZ
zfVPKn!G5kPd7_g5Y4PiDajq`@V4Oo<&P2StR2H75ZABHY*(Ck*Nw8dI4d-WH#Fu*B
z5Fj9ow=K?*e$Nh|dJ)(%P5{m~*Wuga=`>|W9pCG~Po9v*0;pzphxw$A+$_EU-(QZ$
zw$=ucI?b0TGTX)SzlEe~sWa~K>?8>ng&`-Vir?c~Pa0k_R{Y})sO`u6%ckul{>dY_
zD8PEc3%Z&<&pi#c&%L0ic@finDB#kv6V$w^6G|2WS2{}`MO7N8+R|O9+Bg9Vt}cgp
zlLR1bb0`UlA@Jw(U1Dn+4%c*DXw80M6ewhM(hdO-yOIij4Z5j`#WkAex&==u+F(Jz
zA^y;j5x&#cUM^#O5KK8YMvAReVAPV(>&(|II9A$dbh4Rxj9*6`_p8#qvsS{;6<_+z
zwU{=(xCs|3ZqY4PH=#&=1Fq|@C3B88fVQ(dNT}WdSJfv>=VXcx%ayTOx*nRpxZtVz
zcj51+T{z<FOk9S;A^aKhSJ`^Q7mphdZ<q%aUOrG^vXVZ?%AvdTgZWm^u7R`MIY@hv
z2&$C5H_7KgS0fmDM%hf!O%sc@4UuQoFX?e79^Q#G<76B5f>QfEQjso%hGJphU$`25
zmv!@YK6hmL^J&nfu@W>Y@57Yb9I$eI0&;KS`SV@(z^D2+I_|<6&hXSIwf)isc_ZGS
ze774kPDQ|j0agAuF?mpya>87ue{59qrt)pYbV+3}uI=8zE8<-tD-Y+=Smr|=h8*hh
zRRUjm9mEp*UKW%&3r70niEU&aZR-|;p2d4fnxYx0vs2~H?hV0{hwHK8#B?0~A_ZbQ
zirM_=2H6_qLi>~Fz&*@>cfS&G#3~fSc+1I&>^*4Tb{aPdg}?#-ba>IHgUfq_alWNJ
z{qQ)JdYgSE#xCr>|8EC9e19E=Ts_aS?UHd!=^%}<aKLx^qUghBOC}!|AX!pFjJL?+
z`;;_vUzJH#?NvkNG^UZckqbcu^C2)XjkMmIj_Cn{5In2~TTgh?f~+N^em>J*R@b7T
zr64{i(14=9H)%#u3g9Fg6qXL=hJ&VKw|X`5s23bI&m_sWbK&7BdAuCA3>P^c!nPq1
z_(Z$7DUY(KYjQBodGdj5ol*`heY&t=z6{I?orT&lTW~>q3O-j!!<{3C;QDntFgY#=
zUm_x4Z+{usZIa`k+^R~IHVhC>+XkMVe#@_FM3(FHo0v&E5^O$*2Q7_BrBWi4_yDHO
zN~IpB`Q+2p3M`+X1wD1sInymmvFZ0I>OE2dJN!NI!;T>KzoB?tP6aMfL*&Vvq*7k}
ze1%&ak^fW1xLQsmp)rL>sfF_v1P0-tq!xBNZ-!PVq>$-Hc21gt7lh8^BgsMP*V78q
z8BflkHI}YC#B{C4YQgo#dU{Q7DMUoH(90bs@ak4OJhasbaCI;SZPtL=*V5?jaG4#|
zA^d1@7g!4H{P3TH4R_YUsPzC1uyMdiK9}GTdSmk@#-+Nol4TRzCCNALP>s*BP~2V#
zyIju0{s}+0_vO-{6J>}l<Kr>*iYzGaTnTS&3SpqB9NMeI_$NBO@VE!#*LC&7eDQF;
z>tHIZZV*R7nS7AQEaiH>=Fy%FNwm*)D}GBq&Sj_s!iCeul<&9|QM??Yi-f^#(F$xF
z)r29P@o+QjG8}!~4WA3@AmN@2F7d0RE>op(jf@I)e(j9{N@jHANeo1u4}(E5f->tR
z=?vCanS3n=Ob#srZJ8pNu5Z9Rx+csE_a6~*H$;V_5pZfSo*tE-5A!u$apOlf=-Gap
z>}NCO1rp8FhSjd}hMUN*)Kai{T0&pVc?iNu`83w?8e|nr!RtO>sc%Rm2nRTV(a043
zXE%BL5Fd&<wy`Y3x|9Dh(f}kMouUEf!Xa+?Q8;_7m27UQBdRiq?C+H5f@=#wKXo-;
zJzmPu-*vR0b2X`~xyEZgQb(_i^h5a^0cgFuiIQ|D_$qV}#!N!MOKCdJHOay8li3;U
zpN+|m5%9v5;-QtxXj!oYj#RL$q<yxy%XAX{O7ABtB<g6{SC$Lg9}jnD#M0x%u0&zc
z5Lv%d1jp&b;g<66T>O%3^!k;L>31*kw-g4Va%U(>7QTSmUL1|*8fn_gFt~4{hCdY;
zqf;go;#}SF(wj8A9P5IAh1NswYc*0=BE#i`4w1=r>!9aa4AR3NcoUAy1k-{r_?Na1
zR{L#1%hygQ+;4#w430J~A4!7Do27W-*+c#dsWI|qN(6NYdd|Okq?I~2_>jsqv*1<H
zUB;rwqn#$1Xc8EMnVBrZqHvJR`jn1(rhkcuY#8G=NMW*u9IUoAg2&4<F>_Nb=1ptF
zD9ZxsT<ZX$&(!hOgkW$stD>sgE70#pB1zYKOFnSr_^vV(Z`sx0Y==Fd?^J>ZM^8YA
zr4}q-0wA;WKf3OH8=h-jgFU0dG)2CS{OwMKqv1(#tTm17^8P@Ds-MxF_fNwg3+BDa
z*o0b-Pl0~&3?#KT_@gPSpk3f3gns_aMO>K;FVfOcQ*0TI2T2%L>xMyf7jfIXJWQBj
zflBfpiBd-j{<)zD33(Eb`Qa9+5n2rCidl5uHYEsr=K$9xPsc`LgG=Xhk+0o;(EO|f
z9c@lRra%v!d#Z*eTki+Qk6)<O7d8h!mVo60v%y*Q6WRXqGcj|U3gW@SkZ@cZQZ|d@
z!J;J)CGd+XX3WQl3*VB97O5aRs|bw~@<>{GChl-)rgAcO$kU`OTGP1(uEdPv(xW$_
zZ3**}Ju1Qh^{Jfx&SX-e@|16~^(4+HxWRbhWsEIah~xL>prxoh2q|ho`^=eiU~M;1
zV9#g86I-lM6vj#a5FM(cVR)t<&q04ZIxGt%k}|zS+-)}4dTyd!dt)K<$}9d2rXQ-;
z%?6{2%^(s{gFEV%!NT1R<jaOn{EPxV>2g+wzyEE=7v%=z<jpdoJdlb8)8?U9bO)7+
zEhDEEm~okhC2+d90tQ!`pyx#9e=}Z3Zrn)I+dtbBjrNq1upd6KaD6dy*O?As9Agmg
zEP;zrcWJ+25%yjgqcgYcg20kW($VsOM(LGMEz=r|*7!ik$VdLyi;iFsVTA=V{qd2!
zEd)o^;a9fr7j&qC)RaWvSEu3c(>(6yHMW>`v^NEooyFiI+u=!{42muuCg(khiS6((
z4V)?lyh$_g-#B%6Y2JuayoZT(E=L!vyia>)Edn3aLY#E!4+#r7N)9bMk2<nhaN_+>
z`f%%OYBuvU_RTDToemTD8?0qu#m6ud`P0KscH?kanFW8%237p>*bGWz7*8uv2+5-y
z_*9^Y*I%09cBKOB8P|qqmPg}2Q!e9thheo?Fq*t<!7nVgNAiI*nAm6Fz)&?#Ezbi7
z&Jc%7V&L$USiB^Cnl#TWq-`5AQMo3ZU-BRW^;gHjhLu5}Z!{Hld}KAyn|8tkPU!Bj
z58fGNW0{l(cwDl=aTAg;=jZ~g|JY1x493Xfd%l=nn~B03lMuGfK!42~Xb?Y5hSy4i
zXrKkYsiRo^{3=Px-j7no`!P*R6uKf_&@-ie=wH-?u9L@OvV%WZKCmOT$%FJSFAb|h
zPmz>!#njcZ0;2?yFw{sCbrfF^25|wMZHvM07>_P0>Y_5IX2Rmti=lYSG!&|*w3N**
zo<7qBW0@d)=8;a`4|!qOu{7A5u>dFa=#%(CXLy$s1b@1-V2z*-eU~wV==~_b{NWPD
z&tcrmAA;Q4S5}bemI75@t0?-2@gmO&!`a+0s4dOHaPJZ7uzHx7&yS($uneteF)VSO
zjb3lhW8BI-n4?~W0uuwFS7#mmSNVgla(fY8o-7Q>N3`+Ss}VM{2%+M8JVCSg4X-)+
z5N_*QKxQvnMW#PaW*m<t;O1wAQ+(zV`;1u-_r41xDt_|A^D7|!X&U_&F&+2TW)bf6
zT-;O>4`*(=VsZO&ILEYqM>=kU&ltf;D32xQC(s3fC#jK25WYL)4ZRLa`G1@Z;a#dW
z>Dpp}m0D}T$UKj4$nF_}Cby}`JuRG3-$Cxl^wH&0&y%v!EO;%}1UByJpxk$h4z2Hl
zjaHs;-(nif$hl9##QkW&?~}|sV@xJJ*2Omxy|7b16-v^JXqg4mokV5vj1TT4(%UYB
zYM4FtvDr!TIw9<yd=mJ+Yhj)c1$P-KyxaDV4o|e90l&@zmW#rVheot>YdYA9HNYX6
zI_Oxh!kJ6P)8kUQ;FbTIWb2I3G(1F}XIH^&HYc){m_hc;JVkPiI*G*UZCtJ4Gg`>b
z=l%z&FuTzJmwh@&G?yL4ZubFdSsKE!VLx;0{R_yadAe|~Is(TFEhFRCKY~*Zr@2GE
zs!%p>6$E<qg80KK$XsMcv(0;{zr<}A^vH&-wk06H)DYWaY$5i&DBh2}N49VNMepp^
z0$KNWFg5co_k2Mh?iXU7+2BP`JiGxq_uT=TP1De1HJ{j(7LeC(+ll`}ds=<oj$T{#
zk8E2S4)KD4@KO3Iy&5Ttt5O2^dt~Rq(k2tm#{B?@xM@JR<$U7!sSLJMPKSM_6L8nR
z6f*BvAC<Q+#KvWEw3N-mU)R}VqDU}YdYpzSx8KthUFCGer7CcZFN7)Ivp{t6zNUh^
zHjw8_p~X%PY=m0Dxnw5!tMGvi)C=L|fmmv#AV6Cm&xKzjDR?krJ7n9+;eEfg`1O+t
z-W-k~-b%&v<?iX!=+XuZ*~o(@`IjModK3T2xg?yh?F5lJ?+Eub2sT}v4wmT~;j5z!
z=j)mZ&wF#>KOGU2Irx%0@pL6_EK;G5zI-IU-LoOSewd7=9s@b{*;sV3`D({)x^bQl
zez~j#D))0?18wAAdaVl=9u<StooB>OBM<hMex^o?JYaU>dbm4zkO*F1L~{%U(C3y1
zW=v&_uxp~2Mz(`}>LX&gaWXpJZs!)Qvt&c~$-r~sQH`xJq;k=Gy4Lp*{+Y+}W3{7E
z`pXTHeS9b2!eww^Fq*#5cSJ+p8B%A%_FDUHIMLvWc0%4XIW-;Db?gAsDe?4qd<<mR
z8NfXYgac3N`JdDqs6f(MFlP+3M`vD<x}|d1zBd3*e`$jyFdvVs<ikDlHX8SG60A{e
zf#v$F9vSi>hEvaRKEY;~zq}GQ?_qwZ#>Jp#H5s4R26I+V7LrOIPp;yXK3qdrnxXax
zoP^A9$-a$%b4oxwR}GB$`C!#?iA)d-rq62;y5+OUoaIqqdvPw%sqL`JEeldR49KQ8
zzqz}UDVs%aW_rGG@*z(VuC333@@O9NrrZZz!6VS3z8C$56v1=k7|J&7g^v^3V4m(~
zSa*Cei4naBxBKPkHu3xP#ms)%_Uk+CXWXxavr}M9JBjkU&w=Q)1JD$(y6Ic!0o?fQ
z203KFJjvp7$&_geS<g}zYbJdmsxQJ&Yz52ORu_fAly-XXt}hY4j^Lxa8+v{Rq2jhA
z?#RzvF8vnJW7($g_H-)|F|j4(kE7t4ObpIXz6J7PmAr|;Z@30gbJTyQi(%UpaG%x*
zu#0m*>5T8>JY$#VT<8Mp6g#k<x(_7ewCNVp7?k_b0t3qq5t}3TK=<E&(4R90-^`GK
z=pU(=V7rQ)A0g0cs0BOvJ4xaiI~bRV+*8xD^sRUeyq*yXMt9`V+W#i_8!f;HwM^>#
z_5jsA?Ta@aXyW6A3OL*D5}7ok0PL3$h*KE{KaT|Bju|ZXaO;hxB%MeoFx~`9Z@i;Z
zy=p*N>lydw&2;!FK0*s0ID%xk7FG8xB6f2WK_;va+Ro{MPqQG&Jg14T-V2h&W(Am5
zS<gJ`SIM=5{`jrUA0&5-a!Jina9@5iJrX!ZzA7X%T`paYQt|s~_-aoq+_w}n)ZGDm
zYc8fprb4jIVH&bM9Q~Q*?$d(X<mOFP#^Z^E)0&;M_l7h44VS|3H}f!bK^C>TH_BJY
zJq%}J7BOGUKH?!?2M6j_qqlbrthsj--?J4ddn=uBEr0UzPi=)G!JZ_p_B`}OerSpj
zwTDbq#uS}n3&kv}ZI19BvTR8u>RY&Cv#kfz@zo)}yAlO%I+CHuw`uF%YxLcdvnZ8W
zLo?e_z$hmPsyf$kU!3QI>%M##<Icd$Eti{c-x|K$O~%kPZ33b0M*6+x5cyDd7#_ci
z0)4pz{Lg1I_b8NUlxJBY5s2rkRrBEHmT1Ueb^7MDYe9957%a0HBQcH#>4%p$$h3x0
zYTutiGzS(jy~9Khd13(dBWqy%n)_s_k1@y=i9*fTA+~-_;6Ttg6pLa$%LGYkIckQn
z2ZK@Q&^`Vx0V}XS8$|B^JPf1%-6qcG67cEndR*M3fgP&(BuILI>QtNq=i^owedz$M
z*O`QdPj2%)H$`(&Gj5YErj?A~IYazmZw&r*kK9z;f*yZsNT7l}ZFaiJ+cn0AS2f+_
zco60K^5Ve`F9AR7Ja`5LgUGveXddPTj}#1`q_&)1_mD#Q<E&SIMG9loJ0a_+3;f_`
zg21dE@T`m^4wm8c!s6{@<@-`7hB@FN*9e8o*D2(G3!?28f&Pji+B_~8q71`HY3)I{
zI;e*89*BX)WQ5peXS!|8DR5lH<{q{65I*}Dd|4ZYt$R)b-$I*Y>2Ba}i){h94-de0
z>QOu)5Di{NVYuml2qx@!1e2dKjWyH0JESV2W-rU6k4k`UjEA9cIk>djm>zk^va_l;
z(HG;kVm<eO2-q!#y}B%~{8tcvs(&**rn(8ANl8PzB<syx+m9K;LZB^$VA{e#$I}2%
zjS8eIFKxtkk}Fspae`(YiNfWd8=)v!8?5?ILx-^+xr)B@KC9`Z8|0Dm{XlmOF2+`c
zSU6=j19jdiqGx{;3Jj(4+Af`e(P`JfXZ2YSar{ER{jH%Vs;cSq!n<VY{Swama~+*2
zdIH0Wc;sTlT98u?fv48{F!Nd;Xz;_}*!42vkkAFxBAsaFP9q77$yg*dNN$@<XE|)s
z`IDO}>C$zx(Q|nQ`B_^8VxA}2tO{X@*ltviy+LM7>VSZ~E5ZJ-3P>zWhtDTEn(k-@
zg7<@GjFDahGginGQPY3as^dQ7-c^Tj!P6jS?Kar_wix0rXhGD32GCbb=C-OB6Q9*3
zAQ3YWqQ^D!#Z7q7Ra6J74zI$=hSGTDlQCZNizUBjd((~<3F?vj7;5$MLDE<fH&msQ
z>Sy5?Hm(NJp9-MM$;)(MQzg>@pM~DzvfTR1zF6~k0j4PI!z$rxusfE$U)90rX8Dp>
z`^b_m-Hp6*rB+BCEriA@Nod)2jP1$yxd0haIR7^bR-GG<SKp*SX-Xt`bxOm?))?j~
zz6oZBeaU<yLr~~(!w}~H+K?GUBpquRFN8-%=beX){zT?m*$BOhY@oVyK8{FeKq~8n
zhKpS%0cC=CP<RdMBummycCyfwa)EJ=JmA%j2IBoI5T&x0HQmZ#Ic5$8u&7S}b+#YI
z$oM!sp{|JQ4;+TY4X5c~%1I#Wu9JJOgK*F6@x;rgnU}M<ihL?v4SdD@NS)WgWXAo-
z7mvrMlkUJIi+p-u3af!wMm%?_2p(65V$$RkUbR*fXf{2B`wOPy*6Crm|2gZUg$z-H
ztUL6j%3eD0Zvy@;Vr;iLgCufR1v&XPAGB+l=yN$s(*A2drVP)-xBXi&>e_iC@=F+!
z#4Ct7uMX=r%*K`tdN|9)2$B=mqmyqvj<=eFhb<KF0h`Il>^jc5i$CPo8<)Zt<02@2
z><ab=WynU8W->8r2Hv|+O;+l3lA3=bWV{N;rEXb9#Wj*}4O@px{if3Pr91GJ_Zs-O
z(;TfIEW%-f3eaqs4gYMfQX36c`(1iX-g<_Rvm5J4zz#M?c^M2P>>jYqr-AxSkb|?+
z3(+P!5f{A(gcM6VlJa~vEELP*s+E?Z>4!ipJu!tZ6XT5wdGT;^`x+GO7o`6l7n5Vn
zW_apD4r))Z=k^2$(*E=&lpTCSu0J}3DG#G)Me;$WW1I|MlScTN1_==3D2{c0DR`uH
zIYxchgj-)p(L1V^FjmBBUX$N+SJ)&dj^WYob1UeAyC-0^oDs|%Jc$ZJX*m0X1GO}3
zLgh2{$e<sP)HV?-79~SL$~m0;Y84TAb&kwTjDtM~3!w1h2eRy?FBu5Ff<Mv>P}1i-
zNn3uA&InQmr~5pNZ<WF~6|0+mq&ULQoHD!~nT2D&oX9HW7OeT6htjgQh}Oz3s&CuO
z@{F74-kTTk{jT%S6l4JFH!Be<0mhd9r-YJz8(_{MU$}GdB$_|=!EKU@8`C!U;u7=4
zjm{qnnP)+t^@@w2PQ8oePRISv8;rwom+0{=XGxlQJY8v{3D?b6pltxtx9haPHScwh
zZtG6BUYUZnPq)LaA66(Sn2Przov_rm7oHou<Hk8EK;80mn)lIw^u0Mp=Pa#-%<;nL
z`ym#$Y8ybix-sAO>w4;cOaa}#yP<YZ804#-<w7z_$i?t7oLQufrw{c2v&~{KB!H}c
z78tJzfo`c_u)1DDH4l7eTCulOXVre>`|xlGbg34!;GNeSF=<c?)H+SE|7kf?s_^LT
z$%3G_x&+PjPVh_HqToeyAeud{2mg03iB&)!*raSmJ+U&_HL(Db-m|Q?Rii{_hXvJp
z`;1&!+Q_uch1}EI?X-KP98Rq`L@&H5!k7?kx^{99#{JeMzY-Eb*3y&B*uyY2>oi==
zDWo@&Lr~sV3(k$QTqa2sRA2LsWW3da^9wF<PfsMXb5vN*LediD9HT(wX$<zn&jsOv
zeA0V9izX#Uz~E<5SXp=$@mmajKOcuvzbpg!9}j7ny*mzd`D62o43IkOLywO!y<gw}
zCwfZ(TffYPi|S7~`BiOPdO{p*_~nQ%bk@?>tk#gJd`9@ML%_hM1T-!-!o_cU;Ov_=
z_&dRu{``}~Ww5>5rErWGotjDJ4z47L<|4H6X%gW^gCXc%IQ{Lk2{%i3g4U$d09R~i
zX~9wO-De6<a+NUL^CfL-I06=O|2SI#4$>;ss54=l>2@2UV(JE|UiNTA+aJ33U57sj
z)gUeFj25qU<A)nESUmkZpF}3Xw7So%X0%1s@2t<DC64NekGT~G^x#6CI#>-pg1CT}
z<b{qIdaBid(Gm~56<9=#55!{q>r3E%?-JzP?E%3FYhg*4J{Q+rPim`@;IPU%;P?ly
z`AHi*9ASR;GpE6wX*Z%q6G>~B04jg2rsYaw^uL%pkh)k4he|47|LK=pc}p-H9Z6-(
z^>)6s+z=&fCNVar0RjvAK+!Q7s<!FFik~A?eqA?sU5NoRsYsSjGys#|q(bBpah}|o
zJ0O^R7xo8hLqp{mAh)7GO4tkep94X=v6#$d%+!(932<)nT2yukfyln2fY(lv{#8s{
zU&zjlj4asR7sj;7f>3>CFFcks!?KKV@a2XpS}i+E`)l=S-r7hInh*n7p}nwSWE*aE
zN`{Xc&k@lpHsn&)9HwE*0QIaS%wv7Bd+V!+MIwMnO9Lpn8FJoFq)30{2Rb_83VheT
z4d%~UVXnkMh*XcnN6VLkZm9_*{FTIZwSJi9bs1itttVO!D!^n*0bRgmUo)KMlewlh
zVbf#A9=e_lZW4Cv-jjy;tS3K9_b|GQ%ts|FTfF?#3#+T|LZjg&+F}2OP}PUPQ`Upu
z0V~j6!5Bu48-a_A8DEw8Y^;U5sL%aLye)&18kHVjr-y}hz$^QiY!3gPADP0~dCC&F
zr2itAyidVfUWK4x;Yb&;KHZ16`Y8MLGT9<J9ghm-GY(`Xao{aSlcp%#vHKl$Q>-JC
zofr$wVKrSaGna0{+NNxC3B1O*Wf~T;P@xzNF%36qyFo6bq6Iwr@s<3(BZTb-!--RL
zJXAlZ1QHRzG6*W5kugHuq{rhsj}C~ne?kiV7lCp7HhBK=H;D4wV6lTBXdQ6FEB9UL
zk*6n#^7d*Xx;mPC^ti)i%y~yQ{m3S!UX$qJonbJoKb-L`mebhF-Eds)H@QAr9u3wS
zV0@D)eCgc_`e$ol-S-GGY|zFpcG`*>=EFoVrii48=EI8Am+*!$rY9b6;3SH-L+ZUG
z{$i1`#;<P;QFx0rSS8l+AIrz%uhJu2=>pcP-C9PCqRV0E_zC=3G)NDtZHCe8OuA4{
z8z+uk#;+b$WWQ`VDw4C5SP4SNe;1jrrxT9Kb-=MB$GKk1DDphCjTlF2p`+wR+#{4o
zq|S8m+gI4p&kM8Zsmlf^$oP^vhEvenT@oLT4~F@Z63I6IE_Sb<0Y7wA!1!?!E?sU%
zV!tzl_=Ur?X!$bSv_=*G4i&-Z$_O+P)I`0@YM5~>04;m0(I8}ue4dt0YX?)PFs+8{
z)nDn^`*k3)!-I5<ctR&cQaMKzu&CS&75k!LR(cejyP}s9{<#94ub2a6xh*VDX9M1m
zQ0ETKZ-uv}NpSV(B#bF2qHiRJInPZwEU&~ByF1vPG43Pvi^*bHp$G88u2dKnkA(T3
zSg%`~rL{{cLCvYF5T}zzHQ(H(l3&N@l0sMTdUzIQkL9Dt+M7fpayEXP+Q2<IAq4IR
z6VU2)E$n)K5!}vs;Fn*_^IEbK?<O3A1KBo^^j4Wa+P07yhy-Hn>Jk#FmX0vjjq#_S
z6Z7J?RA^}lER8beBpuSh|H5P1yr3Lrj-^4xUB=!{oe9b=)<BH6La93+{Qg$p-A5BZ
zVR9)uqq0benihQW?IxDy!XloRcXtQ~j1&0Z!_s_$pn!mg2>a##`4JZo67bl+Yqz`R
zE~mpznoEsVjThLqZOhHsAoREf=k+v`!uTL4`!~S-Jvfn9eY_to?z6@Ij9{Fn5rtR!
zO^NTw83=yaf@a@aK<Jt)+!ZdOc3LSIw62&wbJj=sjXm_nxY=~O^<Icvdzb$!qYyX0
zh)1Q~x!C)k5C#vVlA|8Ykfat0*N;Bow2mGj9;)fkwRarL@{YwFR2jX0s9?xn4agbs
z!gCgKR6ArHyr0+sv)b~=lDN6lW<ny|73+b&niEk#rVM8Z50inTSGe7Yb1_==A5A;8
z7u@JNY+9qqIfPZgB&M+zQpu+FySKyE&}6tEr$7Xjd*Zyc*;tx?8$#VfxqD4F;ZElZ
ze%Pru<R0%2c_e#`I%-G4W7|VmnWfJ3AsNu(^@zOQ5P<t<u-Ce)9^N{;q2c8-Flcxj
zqF;QWE0(svSb8=rHyLR3UUZ4>n{x&Hy7jm}iG}#M_#Sz>QjakMCefFJ>CpYtfm9wz
z!RUHT`eC{m%Oi`!4`Pe)9-RjZABM5JK>#I;;nr2Kifm+htzlz1bUkHCWSbuoABP=q
zYwc>Bp<YJRc4yPEwl;3M?Gx^$d<?j_NHSig3ktrHz*+Lr@Fqr=W$SF<qD6Y)`ilA3
z*z6APz9iv3&k3Nmx*vESB;kMS=X=+}a)I$|xv<Co_xf4(f7cIRU?yIuTTGSTw>Ev4
z6HVl<A7Q!glJs#{D$8PiO7|ZM$B9RdaiJrJh*NMee)3UA>2hhLCWQ3*iD28GUF2ZW
z9#GW=a_*oa9+McRO>c!kN4f<SU*&Ok^kY!d-UNQvALB2!3L&WrJvdqZLfEKn%PC6O
z13!dut&T213*)k;TM$Rf%!N^TM-+m^aje#!f)mf#fyhKdyfD;9%N$y8W=JE`4_d${
zCuK56rUzZZweVF;B8>lHL~H&fVi9*A?W14OXIB$3V@opCPFM-DWB&+Q8~_eda>Rs2
z!Q7L<C@`ypI}~^i9keN?h<Bq)S|W5xECjDLy?7{Xkmj$E#1o9YsPVFu`c_zhp5#ne
zJ1vE5m6Ad&ukq0B&-g&|I?>~u2v3o!fTzAL`lb0H9+`*pUWDVf&)#4={ViEFVHH<)
zUYrzl8bG3ZEE>Icg>Q*1SoG8d4o>l-XZ@04zB;1eZcR+sJrh1H^Td%siX(eAfo+2Z
z=8F9!*S8iT?oxnq^<@0kDnXUrY=S(^a<WEeE+_S3jGJjILJwYVN1HpFAVfKvfARWl
z*8e_=HeET`5h_mjXIqdn&cU{inh<}+g^Xle;$OZu6aLMLhtx}kpwa)HH{Yn5JJ`7l
zMw(JFJJAeH>yucvLJbD(H>dB{#$%#^KQ5fRoZpn5*R*s&49PeiMBW7mlHk@M`Zm~%
zZiorN1jlO_muie9W7?4Q-)(#+KZh(<Hp1=Y@_1?%pBN2`qiNn<+`ac2lIdNvJtP4m
z9t!b`E)3v{-$^jRbQScKM&sn~Qz7woBVI7?;x<jZK&!)|Fydn!Ux@Y8%eh88nSPHf
zOzy+tr2@n)<YbfB?o^cNSO-GiY{(pACup@Y!pOb1XyeE=>T{OmJh-UAQ>6g<YpomM
z^(-Sn?l~aWcZgieUPra}=VD%0J`P;gr>1wJvCbq8Cuok6Yw6CMVPF8r=d8znibW(d
z@d2v6yo=QfS#|~I55KccHF;cN8G_Gr=?|sDu<pMW6x{io-qMW4qI(Tkz3c-CV>wIX
z<Xb7<U=0TE7iD$PHi(v;i8`q{<lN>JIOFy>Nc}vYZdnwE;}2C~)~y{dj?XkSeZgQ*
z9>^80Pi%617fKJ;_JNN<1Z2wZ1Gjn2C^GH|X02Zg8e@65;R7GKS>{gj4u7bQO$HZV
zd8*CtrlK1d|KipX)F{t}Zy9s(%c*BLX{tH?*_i^z=c@7NJ+j~(e%Q_Jbl|Y-%yk+z
zdXgOI>caeYVQ}G;6Mm9h26d8YbjB+yYPsVA_x`9P>gN|=$XXs)&SVV7KOt~<*)ljB
z><&67uAs|TZA_E&hP8Vm$*&*Z$hJ{scoqMLw9g8{KXswxL3TZQEHR={TYTwKNmVGK
z$BCT618QF6i%aj7;_%@bl3KqUZ(hGeUVk<K{#)kDP^+Vx*XP3#foC{%rVs605r>Os
zRg-`53ouJ<3Y>WBgxKN>il-aVI#q(MaF@reX7PAo@&=szv=Xlz9fxu+>&VJ%#P>|^
zz`t{g?yYa2FNO^8+k1H^F<69-r;_k@Z7Rtc9-$peg7EfA#&xqEK&=LrRVw=qa!OiJ
zK=2(|tNwxr{oDXwja=}-i#Fn&7X;pk0eqg*ar`Ti2T5MrVBHaG`Z-Y$N6VdYK~y%r
zZ02a{(W9{J=_TB_(igTdoqTMaDc*G-B&}`bU>T_amg1$*J-Le5ovq_P{dybUxBH;F
zG5h>$jX*{43Hom8#}1({Xw!d$``TJab7qNQ*Y9LJT_l0Z$HGx+knKwsjG>SVBnj*5
z(YR+9B%dunkqTYBxmq52Ze=6?$762j@)(s7`b`4v^rPJEYGTCdpw)cl1;O1oc4dUD
zoc;hS_6+h;de@_e{Vj57o&uPSrSoS5MiZ~$O59^P54H_YAfIlWAQJH*@bl|k%#;lx
z$$l;Lo;CBa@16_+y|+-LXD?nFI*M3oj$#V}V0MBE@gM4Kn*XgF_l~jL_9@kPsQx%O
zeV&JB)1OgmRnw-o+y5iG?-_#UoLIj4E@}KbyN+(vW;%t-{pjSjfcW@Fph8L*7(Xz8
zhtR<Eo9>V!!9%qsLD>K0IBX9#LF+FwNVZ8HMyB7vKNV>t{Z%tJft!LlpEiJlcO;BO
ziZLd<6r3Jfgy|Z2cxz1%2v$x;w`v{IH_BM*k51sn-yPIt#uB1A*^Dk~sVAv+O&FQ9
z4UQH}z>EfG^0{FPSzz&;9$0dbFR}F&IU72_-+pv5JpMNizW+W+|9rZRb^j)S*i1>>
zr9Tb&UnkMk|NiPpuTw@D4}W;_>>B=K8eW~+PTcl54wr#1ULAje&RW@oq78NsFt-%#
z-xlN4x^_~c8UzlZ)3Gn<Fs6*-V^NA3`4O;?G>GqoY}FQgYC6Q9G+7BtDwRR^^F{Q~
zjf5nNYeZLP6&;!r46~veP^V!EmLJfjE^jWNWriv$**RmNGvgpCy`mn&{Wy3vfg3OZ
z>a5Q6TMx5AJLx>`jQ&f^{yRy&jk}C=c?UM#Z6~vyHsR}=@u0Q62)|GRsPI0D4SN^k
z^tY90e=&+qx@}4%gZ|R`@VVpw)1Q7f=g?|rI<69XOI~zt1`pMEnikkj4u~3qw2&cA
zoHNW#{94HFdPjk5OGS;vX?VfNil0(C3%<A?=Qb2)VV3JLSn!E?r_+`|ZN)Y0VBD6$
zf@*rqyNW!W5Ct2iG-L69i@^ClM`~w?Lcpg~`fC18#`}tA-d_itHYXPMTtmDSe}^8~
zxdcQk3o-D00!|tjAWjFa<B`4tIE`^natj<_KI`-Bov{R_=!f7oO(m%M6G4q-Pmv7;
z`|yh5DpXLBrm1o+<R)JUH+t3Kn(gyByBQz&^5K=3Z0v$BEsE*k*JgM}CJZi~ii415
z#?%_xO-A?UaXz#5qUjN9Sm)J2O4vQn<!&1-UvVAt%$9&&Ul2XFQ6AivgkgtKF-WZ0
z2h*dPiLlHu{GL(6H~$@pUknXlkJDt(&#b}iWHHv)wU8?PLDJr3LT*f2iKad+D1P=V
zU0E1|C2c1`xjh12-uFP=>o3X570sN}_J#OxiX`NBS%CWPXHBx_Cd0)mYjHsBBBq?T
zM12h}RNkcv!=GPs8R{ME9^?n6r}J@hvKmfG%)ut5rI@?YfOxUY>|+I?SVxuVzN<IT
zS=bG4%yxxMdw6{M{3!mO_?*7cG6R87Io!D5KlJ~bLvB2+Mk~KDq7@&2BF*8j=;;E!
z^XE;#e5XXCQW?|x%BY=AIB6^h!qnYvr2Ih{x^Lv6L9jEeej$gy9&E##o`{xe5BW#@
zLSRir63*EkiUVhQ@XolYQ2oOYeh!;4ZS5e@)Yu7UAD_eKw9WXyYKXsgbQ(%-s%We^
zSx*iu4X5)Lt_Ot-#=SlgO&6@Wg>$ty+%ztU$}!K+t_%6-@KzQd^ZQY_jzit%Nbq@g
z2+v1kk|jE^j8#(4z5}he%qO0++nWIPpVH9emI-E;j>BEE%pmvVLy{_S5?9VR4qwu0
zFt4+Z4#m0SRE=0HkMslaEo0PSv;?AEBk;jzH*_f8Lj^7Y>|7)WLPw6lwvuSLHD3u2
zP8lTLpD)s@)^%7En9N>FD(QRPi2oMlqvl6nu6!^XuT9Jcft_6_x8x)ir3s^VLkQXJ
z{(%1Zrl%KlGnZDBHzQB&I|<Q^hvKqBB(^-dDM6>0(_wSRA!pVPaE!%bk#AI3$gHU^
z(Sf}F?>LzJ{X{lhJpvEr3gO(bRYc&U0{++U1WQ)RQ@I<_*gkbBmfj1a`pa7}xNR@h
z&5uJV!`u9ixf0O&Vmq19mWHG5jFGfe9K8EGv3m1(Vz@q>7-$U>-{c+SeU1yH99>6`
z2u)>r(pP9}rvSt81#lr~31m#{#N1RVRCsrRWYwAxvoDIc>(fQryk#9|tRJB-m)_vz
zDt_R8{7J(tH;(YLd5n!#*n(OL%~U?65U=uhn5MfN6{dHRTfAR%e2^oQSB+4A_Ia7)
zoI$sAL9muQM{|90$X~seSSx#)R`a4jp(+DzH&}u^T@9O!o}iYq5|vN%Av4x7ExCIx
z9yD5p;V*Q+um2{77Du7TJxy{jc`YinOr^cG&hUG0Hpp*(jMu+EA=)>_W2Txe?sA;~
zTD&b#G8_x;YwzPEr7IW~7Qy%e=Hy~j1AZSL%kmU#sQN`C5WIe${1bMA_$F1bl$1l0
zNE5u;^MnY!)kS+=Dw-a8fUU9a5ISgxusRzRJNJ-Ztml14y%Y}~6lHlp;WXz*82xO<
z7&K15==OCdP<liR?vF2{E7td;Y)>~H3($nb2|U=oZ$3Hk`!dR#A46}(3hc0NC2Ey{
z=oy!Q9-l9fFC#Nx=x{R*DW4`YKWngjAqncO_>C)DwFh`#_3&%^1UwZ!6|3C+G5?Jx
z_S<ix#yzTduVWjQZp*?3yDCy|wUO&BjKxn(%eEyZgsUECW9Li)wavPKy(Wz~bxsoX
zY%Rc>4)^H^rA$^^T*Lz#Byf|yBs4Hxka*o{`t4^f487u^O6LiDU-*ey3~Xh5(Kvjz
z+k~WD566{VMby!u7Qg)L#obrh@tpi+BI5bIY0kz8^uf7IFbZhqjTUcWykcXjH?I);
zR@|n_$y0HxE}U#y|Ah4DE1~qmGgzSDM^(Rs66FOJXw@A9ncJj5Lwz-F?wp4EzIEW5
zzziz4Hl2<iu){SaSIK~HCvrB?_`xd^?pj+S%{c+D#%EJM-IeguHJY#VJ`z3-?jw)=
zJLtB(a&TGcDhXPUhgS<4II@-Hj9Ko0EoWru`2Dqdk$1J|?>8s$8oO(+F$;tDc!^|x
z6lwbPYCb%?^&fAl(Hs6xXQp>tJCS?-JeLG^Kc@<84R1HCB4>gQ!8?_=<a47U-<;h$
z4mW1vloPYDjkf`$3igBY_4uYwQf)YUTmd=OvJ@nyu*^mu8~Dv~B6=N#@vgxJ{K7Oj
zO5T^zvoRjKo|)izwOHK0{W!}zipSITx)7Z1is^RqV2*VaMr>l7MVB6W{B#6$y$}f^
zxfJ(p3dXkL$?*PdApg3$H8{Vt#)n>QxUEwTi>wpr=VOeAID8ey?mQ(c*!O7pOt!|e
zc4FTtX)10y4x-i{r88zF0CgCL{Z6}x=Y%c%pPq))_w+<qe4S}<vL8`A_m+~)Rah`t
zhR9p4!<Jn;G02R7uV^D0u9CsNpcEX^UVzolLU`ZCF^|>Z8tymCY^vEF&wKWMHO#gz
zM|#Q=r{3_!ymKc&No+D6VWonuRWh1XRpOdO4XEX@hi1;4gAXnw5f(p3J)J|EWc$P*
z@skV5_Xy_p{`Azlenl8$cV?lYZVmms1n9a)iTsIG<)rMH65h|;1{s<<pm$*sG)>%#
zYsZI?SH-#55g-EUs~U;&6LV1ilL7-3$&3N?fZL!aiiMsD&^kSpv4s@D`SC^c`^sjd
zHH=^ME(@X7g~lYWB?m@wF?)6-rnh?&KkIgMl$A!0x2zVKl0o8mk7?1&zvP}>F7SRb
zUh+0yI(NZrt|5ZWgBLYZwX=QXqpSiP+~UPDt88G3W(Wq#i=)yEH(G4H9FxS$=&gk5
z&8wtRNyVz?G$cC*{TzbGkXSac*O<<^CUGdu+l(H9%s-Ss_~~{5pk5rxv~KzERw4sx
ze&pa<w*{b<K1Me8&V%=1p-qpZ1kn3^A&QT@Ah82++^O@-tLc-1r&b2z!l;#WXNm~i
zG~A3{&QdsQe<@T~oX7DOnqYWTo?iE?CjF(yaNoWU^f?IXS})ec#3B{QtY&+HbT&50
zJR}F7PU42lo^UO9Q(^AlS==ys54FM;;-XiIWU6s5{+c+-eUg@-x!?AqppGQG?;7KO
zoa#;IMajVK)P8(6a+xq=4Crm#i~$aQBwcYSyl7nuz1k}9-~M9qZ0;)5?^hvjl49|3
zd@;t1R-&2+!4`{DRNJqE*<F`#c48$SJ-~G4Cr%S5`>DVuQE2aZ8qb@lk%FEiBE8oD
zG#Q`q$&=Z5K7;uH{22>A|0BO(ha3*iNy3meX)ZiV9gTB3(9gW5DPnOweSK&n##Z!F
zTmMt&Yo>+K<AwRDbC=<6$4XrICk$0SeJ58Q^`Oc0`S5)#2)H+W)Kjr$g^@*<-iq{K
zw04<|k&e5Gi$W;OKfw6p_1UC`-P;`9lc7>W5HpO#;LB-o;HAYucF}t1%DjP%HMz9j
zb^x`Fm<;ly2Qlf3fS7_EjEPy#zv2*tCrwl_{&E~pt!KowZ5~QWwBvk>ej@#14)lL`
zN1Rs};4`^b#J5ZV25W-J5yN~)l@x*Vt{x=m&<>RO9EuCCRnfB#+whNDIG%wB&}lmd
z$Ct!o@RmG~*m#O47{tM&(dnq4SIO-ehz0#VS8!tQ`=SMBNUl#a?s;B}`>pEuw}tbY
z_I)-*y+=<-Y)A*n_NSrzLU;V7-Ag~bE5+FGBu?2$4XY1U(?&KQ@6UgLqSNotmF)vm
zZM!Msr@f^U&<6MZ{y@KV$1_gMVVd#c7QK7=B#O5Uk&4rG=&W!Zhn}Pn$2DGbKsJVI
zI{3icadsFMTuI_(9MPXK5wEhnt#nN(=k}wbDb+d#^GyxmLDNO@XK^2izYz=JCX}c}
zFvg8#Iw^my3z}aD_EcTKd&wMw^F-tQ1)ES;{wwXxil--JmytO;7QlkJ%dtnt9b1m4
zgQbK7(LElA=j?*$u97U^349>gyVk*~j!FFg>Xy+O;S}^Lu7ahncR?SqMzKea$Yl9=
zvfX0=CTAtUaAOGs)g8p$KA!xbsWy;ncY)4SZzDB64j3HPfI&Lv;Yv^_o5`F;jk4ts
zxB3x^9`3^OV<}{~{2n#UO2(RhQ}Aa<BHCw)VeY*Y49pJ0*?;Sq{v!m%A4@^yR~7iC
zG|V-$ce8$?4UXO4&t}9tRG#yHC_3-B9N#vKTMa8IqO7dUlp^$8Cq*PQltPh8gUU+T
zY41I?cWEgaqUSm^XrjoL&Cebg+2g(6e|`M%$kTOS_j!Jg@39!0oxPD=b_4MaG5D--
z6Af!0ASUA;d`p+m=2>l!IaVunQg|Y6v+YY4OMPML*n*@Z<#-+Nk%@kv6!+N}$B&Bw
zN#a+zxX+7l@;DfT^7GS>q1DK1$9dDr)fS@J#~4zaPV>!@=lO7jP4Lw5z`x>htarb`
z9@IyY#L+$U`|xj8`+hEKyWYa`wPnfwt{i=^N)<;8xWjfxB{RFVS!nGyj8e?E)AfQ0
zSmo(Pf5*SzmA{f{p8I?%_~O9Yb;n@fyd-w~Bhl{eHc?m1S=_i)hP=}Tu(2~|@9p#`
zcJK-AR#=CCl@S;`^d>WUxf&m&SL3F`Af!gjMDbcVRQqma|DG*jDsi{?;mFBwI2no7
z`#|NJYPRN*3uQ&hllWE_q#ANznrg(grnw+&SPewMo5*LL58d)hz`|{cH1|d(q#xfC
z@5%C^ZpqO+yCzaJLdYr1`+SuR`c%Tp&j|e7!auC{{WwZ&7IIG;HK99bIo;E1#lrIK
z?55Wmn(MceU*%WOxI>2~*PP*YYxdLW#Jq)B2tiM-6kcx)qKJq7w4gGOjK_rueQbg&
z^5GT~{|Th(i-NDo+5+e7_M^vb6W=}0881e>V&Q?CU_E~|M!!7B;-?1k^LI{T_tV{w
zFO3k1q`EMAqBU;_dc(U@^(jKigVHsL8TD~O!*E5Eyxqfo?#sj=k8Py2It`kRn}j^$
z0A8A^%;&^4vjck1xJ9u6j!jDEUxJdsB2!4`@>xE-s%4R`$O=slJVa9pRrr|qTj{0s
zC<L7J<PX<xWZuGVURwALdWBljm^K~0IyRUL^MYAi*8(d2wjC|wHjw2Bp$lfa@R^P%
zQq}-3Z2DkA>L)jm-0rRTw@k<zjItN*;Q3tnz(lyDIbuj@u+Y&e#^e#hS<iRjUE*v2
z`QI+$vd)=k@tsE(rRtIH$hcW=0bly}3ikO%VPAR;B3}8i{xbt$G)j}+B}TKHr&YpC
zZ7T)XSwZ=kEhH@)nM9R6eqUZjhXj^$=dVM|^7m-CIo{&~0t|Uk%o%>B+>k~kTt${}
z|CoKi6k+4a(B5N3dA-vqvpWI?$5MERizZE*^MhBZUPRhAH=%n-i|f}YBW;Q*LN6_*
z^0{3?4kUsy1y9CDUeD@^>ab#M|8qr8MeO$d+l%aLuH%d8bUYV0?(YKx7g$jg`##kN
z>xC?@`|Ax9ADfDx-`=FQ-VM_}3vSKFrx!YGoJuE~FN<9jBN?&PXWtk3Kz*JDbf@+5
z>Y~wt`^t;8{F26@4-&L(v^V@cPEt{`8ZTRPQM{+5iyv_h#^FC}X-jnt#<VYC&t3-7
z`<NAww#Z{avkNe|d=6VDeVyOA)Q<U6OkvzGpT21Zi?ap<(+a(41jGhI$)cI<n_xqm
z-HfRGWEQ#=<axbl73HrA<<_bZ$h6Jnzum{vU)OZ3a(-Q#{C*6@_)Q^8dj)D$3!r_y
zwGb^3x{3cbqWYf<qI?4B=D;e^E8Wu=`LcygnY;^q7yieF9ZnHt4iWkQQy%i*bS0+n
zHIM>x{V>nL8xle<fRo=}Zd9HIe?_6MFUOHq1*W3DU_3<{|6z-*im_s%32sf&z^uL{
zqBr%k*^^0EF(LLfQwy*~@;ychvL;A$JcZ+pW3->GAB=;-&rm@#g6|nW3Oh2tvTuow
zus$3`n+)qkqt@hzBJ(t`E=rc`|M5qk?O9xFrjfwDg(1~73#tkG@JfFZdGB-J)AWP*
z#pllW@wp2r&nA%d%nn!!-5kr#G5T~umcHE%Wf!I_p(=ww^rS05$IqLVmL1S;ES!mD
z4PUs;OA9t3zXD5Invrz$8viD$;S;ZVu?qj&yyAWt{wZ1tUd%AoK0F0%*A#LZ<^$HO
zkHlFQF{!YUubq_5UZgm|a{U=79UMoGlN)g{kBhCg%%khmH_*NkErG=j<-0BWV?lHR
zr3<|4jd9v!{z46NUR~t_x2Ygkx|2V5C`ZCE9g*w<XO?&1iCA@840M{@=vk(SO81Ad
z>!$*c{MudccBa$AA3;3!@&i1b7)dTOh1pGS2*0jnATZ0fM2&WL@Fwvj?z!&(&)v+7
zi*vDDtz7)+LL=UMuVbChrqDWjqUcY<1rOFEf%%(+cil1YkQ3(8F6PuRrwBpQSHo=Y
zX42i4i;8|1&@AjH(>K?nGb5aaea;oH@Lj>5I;>)^Jc_l~ZF<L>3XO1moj3OyBuy*V
z9cQCMZ}SfqH}J_1m+@UnyJ^PEXi_~o7;oi|(K3hel)hjiT{Ft(BR(A!&&!`AJi{H~
zHtH<Y7YJ^y1;?qQ{{j*@l!?>t1k%Ha88}+k#Y<e*lKty!u4eR_NiFw4TJ#b6+_;wV
zqd5HfRe_%y4ZD?tY3`zO_Sfzjw)l=l)><Jy>1PWGYjfmV_)_^kBdW<v!P2G<lzU{d
zhEFB9X_(8>7yc3}Kmi6429W8r5$2J{X@i8&HTm8UYZC3aOIaGkS&Hc6tViYhvoY@1
z1j<&6V@3-OpY<JQ3zaMOT(ilZ$yErhr(Q;P{|eobUjxMN_eb%zy#;jn(H@$&C>s|C
zH}as{gXx0f7jdM(%}v-8E%Xn!VRF?Qws?mu@=(V|e>F$g5JPeZd4kbe+6W!j!4UsN
z98H2_$8a?z)s%A5%!aAgL4*!p2G^W<FfMso`~9^7(aSQ{8Lx-3h66On=_1>1-U-P|
z%Sk*}pNr*Ykht5Nh6o&D_WtRZKco&%ogQM=W?NqOQVm+C!jNt!+}~3l;fcjq)>s&c
zXs1STq~=fdF<gt1?>ZnmqCZ`V$e}UouCUbc=}7Wjj*+{MQs=AHf}c)TB%d6DxF|Ok
z^?oS^ym=&k`f3<rJ&eS%#-2>(TMj?^DVMRTc64{7;L<S-`eMI=#z!>qpMRx9`O5+j
zd%#-Azinq>hsI*yG9QY1lZ^Z%Yt*Vg6wi5kg9q|BRv3Q^Biq$TH)10y=KHZ})u-_N
zSrNN^Z#gqPbek>wy$RVP--|WWGRWxbRvOlC1R9?2M83dr#mFXLeaI4KIJ1!XJ~l`1
zi8MCrfF;fKt;2gJ%sIv`hOzxE-qIw&ebh4X=1;SzK2M)6m<@ucZvr`a3BOl`)-)?M
z7FMP?e8GQyf?wncJGCVirt@brD~<iss9AuCk;=5B{u?t`X@LseG|2l3oqY!*=!0ei
zT`FMgLUkER1@}N>(NwYPexk%-T}(;iF&}r?hQ8{k;IqJ!?rh42wu~d&Y1D;a8pZPk
zr@*2MPSh?uOX81T<fVoqk@vR(YBQ%J*rr|d-beU19D5~7TAhL0kvWjKT7u<8-<iYo
ze2O+qz^{IS=lO*!>SiCMhgUr4?_n<*{H#Ct)Rp+p^e_!(zo=xi6k6xDVYa;y3J^dE
z|DA!+bm2^puR~}@3tndEu-4vCQd*LSdwqY1lMaNS^S%MyH`q(Vr<`E&k8H^PQZ$lA
z$5OvTTX-LV6?|gk1lP~f{B^@h+P%sY=Z-l+)TGEFr5>_hHphgNWQ0hyDv@SX<uUQ$
zf!KMllXWci6DyRI@pogYVEt(c9?p2dT60>F_I3a^ZIdRC+kJ4;$D97BPiK;I`_jhW
zY4m%@9BfgS;lbM`(Wl+*FzHT4cFj#DJM9J6+8DuV77MP3enAMe7kKUddy!`!FB-Y&
z1^W>-6o<@5p~BCDrU)~yFqdd<(w2(mN;TAbFF?a<SK8PuPkL<$ROLLDzllAJCi!@z
z&p3xr^=$EW|Fu}Wpc%)WoX1j0h_00EBc1S>G_NsF$XghQ%%Tgh?oKkx|6C30%VAWr
zwH!0G0uVJ>LA*Xuf%N{{&8MHVz@g4nlz8;iqU)8jG1)i<rdBTawqY<_RgKU;>#^wj
z%1;Zkp0(lOo{e<Ybqbk1`pK5$IbwV=ga4Wl2#;&Qfc-PYPj>I*?RJ6aTUv}DeB~27
zJ#b-@kI?yI#?<be;+s})g|F9XR<Nc^T$9@jrL#V4N53d)Kjunp<CR4F<Y!_1!ZqOc
zi<#5oXxd=bm$!{yCf5A$P9(dyQSfyhpoVj?+&sbrA&Ji9HCvtE#XKxORRf#7<3&qS
z|8dcdIA(QsHBKG2qEo~A(JuE2S`ZNg$#LKvEnz4PkEUTluBa&VArIY^!yO(C!p*dq
zd~E76Xqh&kBK9<Hr1`KVtL}*>oXmsj#X+R6Xhm(MM)>@>OSI7~oo)TUk0eV)==m_`
zGP4Coe%=mb@BJaTBQqeEZO?`^yP_s7o23`7B6sml?EH2_n8!^La>rAIT*5Ut@6Xg8
zSt@W%bF)MTWWU!Y$lD-Z+7I<9?U;AamOfv<i;gEbIG5xG$$gHr<<&K=aPER=exFmE
zB5vT>8cWLF6F{%G`eTEfFasN0#&$V*F|%(j80I)118qX+zw6s!+j9VipPuAzuIKYr
zJqi4i{Y(DOn~6W1F0Jh|APuujH&SGK68Y`&K6~6vc;|4Pj*`zpU(vS$G;~kXuHG_<
zUDw<xJfm~OT8c+-;in!=_?0ERgS_Nh1b)IxLm3HI3Lu}ggFnDx49xW5x&Ad6mS;uz
z?~}#-oC?wZzQE4U2&54yJ4mj!7~kJHV2bVulqVIlo;^wEZ~B3auwiWKWJ^+9Y5^w?
zZw&nsfX7QtaPL_TcoMgkpYNZCNuhSkNIi*n?7ax}l{3hE!wCfF*kRbw0$A!MqsiQq
zYO}ZUP0km&^B-C2o|HpxW1cemED4$@cA{ZjhecHn4d|s#0QpsV)0fZV`GwtcsrtWT
z)U0v<^%vyX?0__iSm4YXj9zMA8=p#xx>V_at1Oo93uN*O%b4usz1;Bp3$9^Nz!p3>
z$L77w#HRf!m|L)pQs*!l+CQ2vH4MhwemQhe$XCSA9?xr*)N9Mh7vPWgbb%qb%)ATM
zkXy_(c#WA&0sFVp@qVd@327CXdY|M*_lEK#v71R`bFen1-jY)8EXL3MmH4iBj*X{Z
z;vEXYd%{bhi##M1zh@C84d2Zzd|k=xdObuYQ%U1vH0WSBrp>V;2k+f*ZyYJ~zq>Mp
z()r>b166d^i)h{MrToZ7b@6haDag>#<GR_q$!|{=o9n!bepW~z;Hm~2YPSaO-yfk@
zKUdK~?`DK}j1_6CR$_Kr1D0##V}WWuTh|tjiDT5rXy9TVrX7GeA2X;SWVh(rt*J<x
zTZotLONBY^NA@aBmx6_C;>Y`r;>Q)+>2b$7+<ZjjY}(C4tH!efHVNYU?YV54S3TZ&
zmJ8XA`G{ZJ%-py>X&tqs+7rjA@Jbhk++9oYn>=V5YM4l>1Tkugq%~kEGj_g$m7kON
z$oV4v?QuAC*T3SjnLFr7up2$@D@F5{9iqrbqv=RoE>G)N%@5WkA;Tb>)m7K<zU${`
z56Fw9t!o$=4_QHUBN1Ag*U+wrIYOt{acJ$n1HDE+ZZfL`RwnyMzi|{sOPpqdDiWEZ
zq`#0o8jKi~F?7%R3YM%Z#;@@?=(xUx+vUfLJ(qN2gLDM`c=qE8pHdh76nL7)r7xlC
zze`|#?AXIKsaT|B%UTy5(_Y<LCFJVIinrc<j*xsuX5O$@)MV|)jI)LNP*yBN`DQd~
zR{%9%%@g0%T}W+`rqod*e4bC!d9D9uHr(SAk4hAFj8@lRzpfg7T7=z6lf}Cn4A}x!
zD(tJrps#2NG$eK4dQTo}mD8Xvu+X|zK9q0sg3Hax6sLx)L6Y$n8gG?LL2<@{E1)0y
z=`)7L^&UoghC0US$zh0<;AaUf;XlXPv%`fC#Ey{_tjKc+`M)UQ1&Q%A_R<wxIdcXM
ze+O~zUslwZvkb@9xZ%s@W9<H&FFf(<bsV4DC0f6HI^|xw0lAI7qS(FHnf=&K^04=S
zc%g7Nc;Ns&!7=sSEKh9Xb{!i7TAApsBHO2w&CS;fe(dFapf)TJijAYmNWqqd>^aW<
zT3gff5>upp*5^YMHsJC8v#>RE#B|?Ebb792z9%m5zn#MT%B`O7l*py^Dj85oOMqj}
zaB}?dndfyM<ZIfKMGMw{;*m1@C_*U&0}=#3)k`ZJm~22#&pX0C9<`oIWiT1`n02c+
zvbjfsX?*fJ>d-C1IS&=SlR1)2dL9}Ip5yn@Rd`XDR=euyV|1PxfwjBM$TQlMOWt|U
z*Souj8YHy1#Z3{a`e&oKv<)uZC-|LV7jW*0nZQj-qgQ4!O*4sx#E0V;|K5-I9YxZ4
zctO0Te>k353XaI4ODwFV3%{Jkqc_o%Y}TyBhPKE>Pv?d6@Rk5F68tL4O(D2GL>FJ&
z`!J0|%P}u9ldnH8m!}V`WYQ~!ki?kf-0oa1)T5^IH|NI+-oIG>TX{8fkLhFH3}cMQ
z3&K#_L+Dz&2L}4H>BIKr*b;1sNpbN^94Ro1w?(wnCkJtAec=~X4c(@p{EYH{2w_v;
zZ7)No@7{#%;|xkM89_B(0*kd|F`IUB8~qtLk2D7!=V^9!bi!ai9?jZ@-R<(^AM;)O
zZr~X_7nl}#**rS=w4FKY-(WK9jc_yzwLxt?tZ17zdEPO{w$eCAzPrd=cJ0K*fttAK
zKa>tm3KdP(n1_YAuKahuL+BeYl~wI3!f6$4iW*qJCs<mtd|`HB@7<s4-H73t(fTBs
zo(iS0$~4q_6DsP2d|#?6`Fx3i=Hf0Gxnv62!%({NB#mBAZ4mj24X|#-L4;*w^U1N`
z;z8l~ydqtEeaZoDC%K(26eQtQ%x^ZnTaxCzokI1+ag@^M7&04{V{e5EmVC=Y>5~F>
zeE1MD-Ejp@)edK_9^FN{Jw&dp>&U-+I$g@NrD;9WvCpeP=ynOFg!W=?p0k+#YwtsK
z{X+3@)<Wvg+{(88?!=Z~ZfwwpGDJTZ!m7doDE7fFvD}di^tC36iSk0<#49+}o=v^0
z6<J8t75+NFAJ@mUW8+l^xL3|2Q(N#aD%UaVO}BXJt9GR9lA@oVR-ompF%AuT$=z2S
z<`a6##LtW0i}cSFv7yuQv2AP~e`_Lm?JXVn#3gNTjNC$V{__>*gj+&I$B3$@@4!v7
zvwT6DFLctwg#LP=<E6Ec{ahfpHpfq-L&DwU@A)!O>@6?CWZ@aV%M8I&SJ2KszGxSC
z)cfj<P=7B$eFF8VZN?08`g%(wcSM;c>E32eil#jB;Yl=HiGuRX4H(#4#iX|j&w}$e
zF;6}mUDESePF|x}<!Cl#H7enCnj*W=eMhutn>u3T%xIOb55*OYf!3-(K2qIDTf5So
zG;@ctg~!V=zOs|s_E=)*rERQbMiJlXlEjR^p2c5_spPFA&D1xh!+5C^{Y`A<mv02%
z$*@>f*qTA&j~`j=VM|y<*0XBo;mqPs5p*_8r~V&YsN_u`y;#Y)T77?fpBlkOU%7!$
z#r<4behcD`j>Hue6C`}^U<z*+F-sX+WY`9h(`8xeYWAUkU(@hd=#P4lBZUc161b9P
zt5|yXFp=5LLip_wy0%Uagp;_7joshQCkYwtDW9_Gcm5yI`Om>@$}w}?=`mo3npA1Q
z7(*Oh&+y4&D@8B4EDHZNfYg=a$nUBW9bRQauX>8Hdi!9$^L7SgLL-^?+!H7aJBy;{
zL+C)V8Tm!p;e3HPyAW^`+LC=}ZnQNW#VP2#+l3GPYS6VL7sqmb@Xo{L{Bn5|S%xjf
zsHhEMZ}$hx=lvqVk<cl4?gmrt*f1RG>R^BDg?^sFA!JZc%5pq*ve*6gfQl{Y<jY+4
z`r<+!UX`b9DxJ?|?qni&Ko5(H97)#qc9O$-F;i&RNH%j-_~1S-YlnSG##j5DNL)T2
z%7eF2##W(EdQa|I1BH0lT{_O1Zx1ESwRw~-nF0HhaPi0Fi8S_%ES@TT5H-6BUR;Tb
zVy!o+WWON`PZYDEw^x>KYdvE+ck-$2kuR$^oCwoT^Z3E2RHO)B)e4C`=%pudD!qYz
zvxAVcB#+vK?trP@yZD2o-F)S^09?A9M71WG7<cd~o2;{kwy*BMq-_@LRgU0*d;1h`
zN1YRO78c?^;hwro;K$o0s6nK<3iXvitn;oB3w0{O@HKAydXyXO`8bMSm6ImPF{4?O
zu@m~*mEv@EI6L61OyL7;D6rI?8X{$B+RG-~j~|IODH~wzasj{F4Eg3v6Ta2Q29t+}
z@d9g8_GOy|JsnUaIGKE?*`^u(`|OaOIgPxkFJRpsQy9!Lqw$t?m@&)}^P@^2ZvIa@
zq^~piJ^snPt86K_Cj(RB1umw1AicODfeAZOX^3()n~A=)H<FUkdUGdLN9ZvJwVSN%
zpC=SsR*BBIXt9qbMxuV3{b+fbEhYCVQbnsSx?c)he1_n@DYnP=FY<W(;ia(iA1H7k
zq3n&~5*jKjZ|)cNh{9?!u-D3j$Sem-Or+^W;Y#|oC|VS9rVb9HbKqb)2u@}X@kGiI
zHPN!-qq~KEh&koR{qz(r5jR8+O~Y8aWM3ScY=LWr)ktW0BYrS>D%D=`U}rYB@%pu&
z*|nKjY;OHOUU~i`A9sHt0v|Q89wi|^bhi+*@0=99TvtFQ?j>0DZx`2E`HJ-_*<gi7
zH;O0bv(4RF=u?mZ_bFj)YUp3lu{+*~?qRHJL;*i~T>;+z-C$2$ck-C#127dEqpKu|
zbGhjVY<<V0*in(k%w_O8)E^_)1yjzyeLQ9DD1<t?Qorn0d|fPL&UTHZu|eDEZG@1+
zm|4qDfA&OL@N;H6-V?8$-GV{aYAzB5;6gj0XBc>V#vYb`{{TH0(Sn<Yu3->Yr;cD(
z#A)rJ6RSPZ^s7m9`k@Qm@xFs<w@K8fWJfPdtI)SQ32S0JsGr$xB-wSbv|WQp?#_C8
zBd13}N5jbDLI-;HS!2c5Ph2TsIDPSu=Q9NNxSX2=bWeNJ#U=45Z|cJEezNrL-$43g
z_?q>rlfbs3V0P$%3r(vWPW5FDsFJ^damCU&ry#svY&nH=SzUg~Lf|(g&SCu6<s{&G
z&`rFBgXvDNekaU~b%)UR*T$lY9|Q+q{-4@4s`J^T&K2l;ribg?aNz;V&7pnM8y8BB
zk^eYX-sGxGcQ08YW<#majnKrT#|4s<XCQs{vf-|@k_yfxif`S$!rIN0xrI#+Gl?sK
z>ge<QhU7GS>s*K(O6q7;bHtga_B43!bh1k7CoYs6$_5VP;%{MM+}+rhS$4}%6s*M8
zdQaox!x9{P;z=iBg}&E6+8Ak*j!pYwP$rQe+NH4;5VGu9W^FjPV;$KSuc0&<Mn@+<
z;a;^a2uUi3@5#Nw=PQM?+8t)AegLt01yHbl%=e}y10$zGE_5=94OY`Wf%S>J)4`jQ
z#))eK)ac&xT!9IUq57SPcpYhiRgoQn-+mXIikAwW(W&It^PYKsUBc^(j)=o=Md0np
z1+*b-IQTj>Jk_!$#Shkyau%}bUo`1`c^$hxq5|Re<$UN=Av-pGo9N&3gCzbJOqj3A
z57-xCol+_<>24OX4V*^}$>4WR1u&NbLTAjrJlYo_hs8o(M%g==pZ<E58F={di6?<S
zChpA8*8+;h{;-`J$llB>qM4?b&@FHY1yeSmtTl@F+N8qn=`rd`pxVo4kJ72F8{jZA
z8TGcdu-jGv3j<qn@M+{$SI=^HGk?0YAylj>_)p_+6ywG*eG0K1UhDoYTI4d!5pM=w
z;hKdUO`9T^fnqV5)P(<sO&j>q<S;UL>d*B9EGY1+l;99Mf!sv~a8#G#EA^K$w`WG|
zOOPyY?z4|P?s<!s&Z(fboo~>Sy@aN=J5gQ92PSc72YaVw$PC@zF6#GR2t9NkByinI
zLWheVZGRocbmOlg(tHJW<1T}6=jrQR3Z<Kpq-XP<8_jHHad-A>M>b|5YvKhStk=WF
z33~u%7L8MD$79x%7g$@bh2eUAc#5!RQu*k{o?;>yPQJoc-1^RQ59-sz*z2skQd96j
z>C>%s7uo78H6EgMl^sqQMqY=nG2h5L*eg-Slzscrq)q4Wb=FJ-4POA;VNMvmu8kWF
zHxxDOQ9=HESMHjcg1_H)(jVC;e6s&8=9^+kbC@P;KCel3OTV(CL*fMI;4r-WXHVyC
zCt~S^i|Brsj!_@SLAvEXt{eM`J3sM)WK4f_sNRF(h_|d(*u}k#H$eIH4s1Jp01B(l
zip4Ev^xXEfz=NM)nN^y+@J|RWAEJR%o>fp&*C%PUZ7j_p2y16<qUNk2bXR3AU3qLw
z(=uXN=l9`sz-c1c_UX&NIBkXJ@MwrUrJyuzH5xlM(#}>JYH*#!cW6#QX0IK-g)L$$
zE-a)wjsxL)Jpxw#k*rR;vsO*D0b^~VQGIA2f^s*JO6g}N8MIF5tX)WTM~{$yz7)G`
z!*Qq}4>vE55G9Fz^5-SF7#!CLU&Cbjtalq`+lAk&+O3Fa8A9(^5stOw)0}o0v?$s^
z_Wo0LC^eM_O+JpLpEB9<HP6wu^%-||Xhr?kLbQHg$kj#(IijP%C_lWCf76u`E0Z_W
zb_Otm>rJ@1>$$k;X%So|dr+)`HIv`i%QfDq(6uuu?B%0zbR)Y0m7j}HHDNHhec!-I
zs|fm93AAWJjHu^|54Rs=N`pU5q~;7E+c2v?nx%%Jr)D;KC643F>tyC9n?bTdPRss3
z!Rvb5h%5)kVQBGG_VuzJ=;&1XRcHWX(OdCW4;idnWsC065{&+u!57@GN7>nvxaqkY
z9n;p~+rYP6Q!bMoT9AkU|G79)IuIWhxN7s_Q&8QRi2%<U7C3$iHc3T^T>l$L{&Oa=
zy_?(l3i}7JEIq+D&Pl-TL2fj_-&@Gpsbb|3bDHiiJo^;mnc1Z8Tz~I19H03|l$;mE
z#`N#iey^p0XzS5r?tc;9TaU0(;m-18xdx36Y^lwwXko5PlG&~095K6=(vY!rFpbee
z?1>1TrE0@1V#+b~(P=hn*mQi!RHyuF{y3-|E3W8w7jg-kDYquDwqL9f&i-&ALx)4C
z(bS}pv$tWFI)-#|=8;^ODw=XEFw!j<JpDi3dq0~x<Kz+iOo8sqs$`AVmcVU}z=i~k
z;WbwKNxmVDOr(QY)^(rSu=WrpTVW=68-!lu+nK^B?gpcmFR?i`9#ds^V}<%Tl+N$u
zTM|EV*W$StT6Gl5r-kzu+=%w;7vkp&W7cwH61S@UR%;A-de$|C4H1r%?K|p36CNHz
z_Oxp(M9AiO3+J1YXAE04@1b@Z8zaKlT(tgmLXoRIW;n(mWXfd0sji2=N8*Uj$i}|8
z##kr45Zmil363=_Do*hg_@ea~@N@%Nq)wy0zDJR8csaiQ+bb~2r}(}%C-E$;fSEfE
zp&QS=g<ie;keoCPeww-L(3BV!@?{kq>?@h+>PoJ1AQ?SuI|U&L7mb%-n^FpuOuLWg
zmj@$P%SGGtlC!Au=0q_&BFE<LKFE)J-a)#)9&CAWe}rDNLU)NTdVkb&J)cOlwF)y$
z<Li8n%njIU7_%qqhVw+fA~-e3G1dNl+M$oCP_Nh}3V1r41QL$#uP@?*O&>DbEron`
z|7B$VU@x7PRYHH&#c0vD6TD{sAzmws70<lSyEVp>!r@dl=a)T2FRv7GLwR&Cq@JbS
zv*TZ%s$lTQ8q97XN*7yV?pR}yn~mTMYYJnxN2}9e?>vOqK15TgkcU&-O|DZ$Qgrut
z@g-Gz(p>M)&L6I4BS&3D=bBa)y5$<zw~?dHmvN%1)t)RL14NPh19yD)QoK`P8m?u?
z;Ng(t2(sJD@5y@5{Q?hq-#4C|cW8^Q_3F^kLsO|)`ZddSPomQup=`OK@EQKdLZ$I6
zzco^cEgZcW_cl6X$?OKcLw2Hg#)~7oSy__awFSZ9vKxsLD@5mRoyDG$x3$%q)u?A-
z1LOkC(VCZlQ6@>eIUoZu+P<Q6*Hp5bnapOMGecQ;f4cp>41+XX=$%X){piW%|4od<
zm6bx5gYiE;O>z>wS=kNI{oUL*KOd)^Ezw?X&F){(5$@7eT<Nb2^B?qsOSO-}-taiW
znJ!FSE~44SnJ_8~!LfK3!TGujzk984YJvxC8`_NzYewP8mO=F4_5%bZ8qvW$No4Hf
z%>rK3Fn9HlRBFBo8ZmpwV}l`?ojQk0td({5f6KFsrjX3vNpwlLCw#DSrh`eR@b9q=
zem6uwTRIsR!{(5rN*JtvCy|_{A`XAwA<pmGftT01QP8u5EKJ3sGXp=fEjzlk9iNn-
z@^&c-%_5mjpgzWC+fcx*f81h!IFtW-Qlz%(CYC<7#f=fsIBii*8F_6e(Ue8Qn$2v|
zpDpzGZa#Cb(BSf8XQCh|7;hGP;jXTpkV)!h>*MT^w)BVCXGDp(VDv099T~^3sr?i$
z*Hp#U7kkhmoSVO<WK%%jM1JdL92-BZ54}4T%P(jjrq3~L{PvGTa&g^<@h1Ys#di((
z%o}mS?sf%MZ>odUr8@kZ-Hx!Wfn<9`lWR-Y@+DjPpznabs4v`)oblT!>4Xzh3%qG-
zn+cX*j^np~yOEU26Y*2~)l5<}nUvepF?LS?wiGDvrB91tD<wtxMHP!|^~bY+xi{JG
zik$)@XN8a2bFtsg4GNcKksfBk65xVIhxak5q2=sOXENS3#+?l=D8PxiCWuS~CQ7N3
z;)uiit$8*AFDmnyM>mU@s0b!~+(~CmJgZd<5~>bgup{q&@|H7k>{dt!`5YV~_B4rv
z(ybI!9uTrQlQs!=9cBDZc3@i`J3_xR3%SDs$y$9Fwyqk6+h|65`yoE<Y%~(%jzcCX
zgWe1gyyZ%1Y;m_Gn!km@v1JoiNl9m$*F|EJy_iQX6r4dV!Bp3@5tfD(Fx>3Q>t@)o
zk<!7eYGyh-;~Xg8+Kg9J)KRMMUi^C%PfFe?=rS!N8eM}19?B|yE7aZ|RUn$&8H-Ix
zB06BG&O3u<QFYa3tU9%kecpc#xie<*$&d8OFTDj?ZOOc!(sZVLwu{&QIe`Ahir{e9
zpI<pFgMqsmxOq?{58C2J6VgQdG*{Q&p5=<|e`M&?)e)$c+K1Ke<k=0uyS7T>H_wSn
zfl|~3SYN*>(zu|BSJTcSs&YDesC7>8rz?<Xt|9eF&!Y!ZkFuGDa-=gqP4vSq2YqbZ
zxyC^iT9BAgn|oj-X!tE|^!ggil6~0c4O^&H=#En>pNgpOYw2!yqgaYfAP1u}NbDF%
z&tliHrB%J``JPx7aqAo=WJ~i{A%oQ`xsZ(9%+Z%C(XyY9`4~whUO74p+e_A=%;^)m
z+j0>KCmzASYcsviIE<*$3bC@`Atv`bn3o;C!)8S|fg-kwvn!QpZnC=Qs&$xX<LE2Q
z(^VPnM`EzRJdow}y5aToY1+JM0r$Q7o-aKUPEXkZ(odelXF5!y+@vx5c6AQ7Ix6N{
zOmyj`kkxak><iV+JB4|;BPz4%(5q4>3b>Ufj@+z>uXjtCfyO}`SSN7TTTJNm&T52M
zz2%F4Wpej@r_fqAk_WxX6or^rBEa&csNYEqmU6vTyJevdDQvN3o35u*{Nr)F!~85?
z8*3?!8V*EWK1PXWG_Yy<C)VJUhaK0#A#=V3Ea3#&$`UZVJe@8Z^joYKC3r?#U-6GK
z3h`!5A6l%olupbDMZ$x@<h%VVYa62t{b7RR>q|CX&xyyOc}MB>i&1Rw7lAjPoef8$
zNa|d>ln+>Dz!HV;$D^XbeA<Uo2>c^_zqNB9TDuI|XQuGO!ux3DnpM2@Pe0!16-|H3
zP9Z>UH5;%km1Yi>WJBMT^3O}MDE>(*`kkFCxXt|W=l&#kO%Zk^i33qkrN<sE$`tNX
zml3zX4-%O#_~tR{Y`*e1m`{m<U2iA*m3JNGy-w6yM7SyV{5DFuV2fM^UQY<2<D)MK
zJNP+x>ru=+rU~BHpVn}+PQ{gGFOpK8&yVbMqaBqTTp<*DSGm&fgF4LXRVdvniQ?f~
z_fY;18OSekC9gG?q1(XW<=n--4H<yMoawj~mco7rOqkUW!OyB%$-fu|knX1W6mYTt
zHXplLnRzR_SRqE6^<-*wE=Sv3Pb{0RLupo<=;gzFvE%Cpe5GS8e)S)Rh{z^^?Kw<o
zlVn)7Q!VNbmf&xyKi!-7gZJ+*IOF%rBc_iZwFTv&`k5D#%vBLN(|n;Tw^bA!6ON1F
zhWy@!D7JFVR{GQPjlD3Rhmw)|F!-T7ZWc>0qb+sJqhbWTx~)iRgAP(gmIy~~mNRYB
zUUo#e9G@y3sXQZ+?wSkFu={7=Aznn4dZBPzaFt&?bYFbWA&7RnRr9iolga%0Sr*+l
zh3r}a(4MS8i@(-DUU=5M7v3vpPcy)F9R`&j@%VB#4D;IiiS1MKSaq5Sb*)H%)1h^|
zc#JY>r6)4Jc_Do(4yHttPy}ZAk*cW^Iy-OiDLduKJbEYpGT{tl8pANWJB@z+nS@5C
zDR2slVmeYnH`bF<bnO=UR-HRwe39XY{}TFiR*T=c^OarwphH7lno-?(fm;e(`-`@4
z+CFvwZKxx<H8cU!txsZ0`5wxxUy8zSU$p04wj<p^?$}~4aF%_i3Ot!V7T?jtql69-
zX1w6t3XWK;zl@xWlAw{Mj7JOosV;6I422B1-p+SyQDzvf{LsP1)Xm~zGk3_J%EGbr
zaTK&~1C1Qg2D8f5Vzqfv*lnMOH)D@d;?pPMw@dvI7d(l@H|`c(kZ(mFYD+P8&N$RX
zo?<x_y1cgF41T?h;p%t%`J^dA9z-)(B=g}ZbG&+sf4tVl0xvee_F)6AwL2oeZ@uW^
z$vO;jIUov}Cj&#r6Rb4k5gWExR&=vViA6N_Mb_DO>~feV`8y}lhi#QSK=|1`>F9$!
zk1AN>lU6j<KE%}$J$lVHAwTmk^Skedb<VPQQ?`qy3%UPe|2<`=Tn^BpIc+El^AUWn
zO>p!uCFS3VEKk7=`?gxLH$VH*<^|no8GRCOp4A~`PCDi&_pp#{fYv}p1tt}^BpDA`
zm(SYT*$v{(za30@%s27xQInbX>uSFGcMe{-dC==KKWYO9ZlDx}{`9J84h@iu=6(|w
z1MTyvP!L<Y%}Wzs_E=2%QoE6FIf_2jh2WQcGW<8SGKsr)xRuNRetC}^&8c@`&8K`w
zz2TN<^0r%8o@anEqxm#f`n~AZ&O3a<{2sn0Hv;K7JK-MVg|5iK`06!P>_6csyB9DV
zmFqH4sbkDzhwdYb3OA}!G-l@E-<hZRRv`m!hvOr@igU7Vv!R!~5MunD)$Gm0#w?+S
zMRzMV(kh^nnPK!M#st}NlJsO`xZuPS+^a6aT>3-_lgqz>ioU9N{Och7F0-M*84Ky$
zOB)!^%YkxtGPh0m!*@HarKTBO=zi*e{7QjWZq#5{yPBFbviYVTbtt+jLCro={JZ4=
zd_0-U8_m6__pS_j4#?q(bOKh(`s36hdng{*gP@ADxK#0iJ2=MhH&<GPJxrXCg%8Kp
zyFNHnrwf;mVDbzuUi9HW6I6B-AgVQ)>eu8#_T6Q1+VP$AqW>}IU8%-zb%Eg=w~&rG
zmtlb9TuQBZ%iBIWQtt6jT+%ZX+_n<((~1!zoUv{nHskBW1_Y}t!-eh;7=4+|^^zm;
zchDSucG4kqNLUFBS0#_z_lP^+IteF>XKYk)kkGkx8`d2mY}CdQdYci>&MOF=0n!m-
zukSNNBX*fnn*L5I+n58>bHW^Whbz5`*^KuGPt(LsSt@8>PNUvM@hi^bkRb3bw&6}l
zwB1XI$BZy=P8fZtU4($QHHh)l!;Gjy5a}>}F5m`JTd)xBt;g`iSm=XU6e0R9oSns6
zM?*>2F<f`aW`#l)NNd}C_QW_{@B^n|TUQy54ST^?rpk&l21zpY1@l<)#dq9)(;%ES
z|Hc3O(-AA0c8Je-52x}aBSn|?sL|vPF8F(59JUPzW9;ciKI)Mx+<&FAiZLNDSu<7W
z;tuDdwzs0N^E&&vv#-z-@r5@sVdusIDAZS-_6l<)dFg7r(W+x@xk5+lM8PS#K_9J$
z9BEOh62{(GLi;8Eo$2crgMXeK@VGb^nx~R+;M*W<x7rKYM^U2E@h$w?kcn7u<20LL
z5lnX%#IRO1VHV>p#>8#sQLhmRk?j*UZKMXGPM^i2!YE3d=gYS#3wxT(^?Y!xCJlF=
zM~99H&dIwHe0t{$THadD=C%Lh_s+?&mW7*X#ra5lxu(dZ*AAtN<)u92^e~*Mk>H=R
z8hK587G0YWOeV(#UxL+JQIhIhIx4S+k6&_l!NWxQcS{=fuLPE0aTHb>okEvQG!@@-
zrdi!fp&;xPe|QaLmSz{BGNckCQ_QH}FIT!3aGxcO%i}s$8-%k<fdX#~rwP}JF#fSV
z=3dxX8`_geN3x?~o>zu*C7QG?JQ%->l==3AakTur558<?v>+ju9h`lb<_xXpchf>>
z=%G;h!E))h;I&bBo5Wrk_M^a?^T|_r0yHK^;nZ0*NZV@gZ;RxyqspF+mzd*5-~Nzm
z_oSHTL-2h~4R`OY$A??m_-&`f{K9hJy=^J=H`c({4auY<mjjJ(N$hA^!e5VEkFgfQ
z+-llzHsFZ~l1~erKXQZMc=tF|cD=5-KhKZp)*hpEQA((OP$}@qdudDWHC(ovN8=r>
zw7>QC@G-S%SeX7(+^XtJetWYJgOhyz>OC~GRF}zKip0RxZFm-cdm+EE8qfNxkg~8(
z<6>`G*wGKs=M<=N+$f<BC>xQsM@9KAhnU{wFoApWLgTYzSQh>QH}7lFWc$zJuL46E
znVy8+@-yuHf?|I2QzPH?{vJ!5@q^EqoetPt#vGvoXZigH{6^b$_G`*qQb>-Yto+OD
z$H=+tmcty<wlbq*IybrI`~=*uY)8bs<8Z26PJ3Sn92dpXke@TKL~tR!68gZSW_Zvj
z$ynNaq7jo<)$l*2kyvL`39-O9{jv8Xb#V|rjS-v(;eSNidV0mvB(mYZs2Z-9hg0sQ
zC~XPZ)0lMEi%aI1(zcuHX!O9xyzNdQlCYVwcIa`<hI8m2KTCXGB;4hzy~w(|p!V6F
zIA&IR6zXY>I5+MhY40m%HNt$xEj=2ScC4-)@>}q1bP0Qt^ErH*+Xz}}c?KgZYDA^a
zZLx4j812?8WDmZju?q?(uwmC?OrGdQ`FD;8ENwFBA1P)bHjz|k-Og0<g+E)+!%ulf
zq000;u3bF92W(vdo%}S~UVaV|o7MTY@(7Y!&$-v-I7}A2PqBT<#O^ke&^G-90(Y;%
zmGgt3>bDVT>w0+oOTn)p_%HHId=a9b0$Y_0tV}l$Y7d9-l*mPRdZGpLPe)-*#1Ooa
zc*5%HcZh~h+y%XMSNeRS53?)Xiv>SV;r0C;{OeFT9yC!|Ji{hcWa71y>i!zhIbpxE
zNk&h6$t{T1XbDV7xepdkQUuEkXU}6hxa1Q@v<$e8KckiS*B2w`TkT%ais<!ZCeG!d
zc`9&Sa1L9xr-)7s91p43t#o#;AB}uvfE<Z`EVxf2;@&T1Gn2L<sx2SxbMuh*el6}A
z_v8PSrO_Cre60F@hP&-Dq_;cIu;rt!qwVoB@{X-zv!@QAD+)>?3&~~3EV_o3rxi){
z$Z~QV{)iv_phxdN2H?-|&*J$nUb0}fT8w$P3$sn#g>I%4j7z!1<*tvxw6>Z>d#YBz
zIW~yj)1AZ5{H$aV%N!6f?mDKu3*-lN^yuj>;k?L;7ro}4xVa~Uf46re=P_ZpTKJ9C
zyq1PV)f$S9t*#CHu#ir_o=6oB{ovT=GS2-K`ijS#WIggVXlgRSR-u>m(!(a6k^7#R
z#7|)<)`CN8*91(8E{D?-CoB=orrE1!q4xJH{Q6*svB?26*&&}hKj`G+W$fU0J&yF(
zD=~|dUUo=kCNGie;(Jx*P~3$uGA<iPiXAH`{6+!JZaG4_S!K{RKMSw7BVo2i;O~~o
zP>Zn)*<N|buggr}ou0Gl)9fug(JCG{LqtrXz7Wqlz42j{6!bUFr#9^@G_P<*3ss=(
z<pHYSXhODgj-hkZ8D4Np7F&1i65B=G5#4^qg&kP}_C0U_Z;lf`nIDg0wE(mxm>}kh
z6z&yiizoc7<%)$j#EnHhFu0sf+LAdmxoRz>ohM<9QU*)1SjD%f%okmpb&#*}s$`4y
zs3UWKFE_inh22<}jh>+reD7jid^0&jp*zCZC0`!|zV(2{{8Bvj*hjame(~mtbSC|)
zoB~=6QIpQ-c-0j8t&xQ9o6q34F!S#3<BqwXf@#_^9nu*tX5MR$;&XHuydEup^4(NO
z<$B;`)>7!Tt>jXXm)N+p0DeuZK^<vjBJb)t_N|Y=V-I)4zM&<&)i;bTxD=3qz8-=o
z5=M&$V$0Og*t;o^``*+MIM|ga3d!Rik1V0$2_@WVQZ7wl=?F86r=>$H@v9;h9_wtW
z%OIYT>*ZO_RBfvJa~KXY#<JVB0)O*35&GG6$dnMcmQyyAk>N{bHlwlj@HioBVnQQ#
z3A=G4X|kw1jJVQ4^vL@Xe_*;x=!YCiO+|0{@Ke45BfJhR?gg|@Dhyx6r}3=L1U}^s
z)GM$&UMdr4wmxI}mpYhNfeE=gE@b~^W+D5^7@AWVN6t4E(n!M}?D)_nP`60qx7QTV
zOvz=`;t<5{D9h33;6%*M*W^w;q12n7#VS5DaBaV1c<^8!$?Z3#C`%Q*>fDR>!dY}#
z(UGRltHu(ETDV?QWB-k-hs4nk8hb5<W%R4X0H=NU;;$mix_6Lu!!lZA<;#Z6=*0e`
z-DfZTT|sOAT;@#)nUpd=lvN9E$?%zzu-wTHeKb@_7(<9uBjzF6FrTiymt@u3de~n1
zV)6cg?^wyx3OKB|!-rY=@vFn`Av>o;{7-8%NnN{gW`Di$qAJG<ysgf{ySq6ESl1u5
z*1mY=)E{0aW%!TzRy1QyB!23h;R!pRqjLRRY~LLM<5o|swU*SrpkqUtO>bb4+?Sjv
zj#f=ui#~ayk-02~SO2r53EzVt?`O>FlOk!Az6|P81sB9?TT!xU1$+GNIrsQx&j+4p
zV=DHE0<RZ@-@Zz8E&B@_ZQ#y|2V3$z3X{qHur5BbSya}XfuR;!{F7e=q6gk)Cu0T2
z+=(7>hkqvu2T4G!ZY|jad6KE39Br9!Tjbn$1)HOe)vAupWiL;A($}V^FqY`%tE3u4
ziAkPVrxM5i9BgM^fri4}SDL~mB(V3#ZlT~{^Mb)Q|L}AVZ|xtO)?kB8favetlVouA
zFxz;EvF*X-uxo$Fk}qw*lBHWn@$WHM=cUkhWji{5yAz_}R{UaU4@)0x&ia(Q)3=Of
zOlaAP?rYJ|anmKwNP&(19fB<VGAgw6r<Gr_u%T-xUF&qB`jdW8?YENsyrW9h!ks{N
zeK4=C?G!~_HKh0Z*1^?9OPm(9kxo_!S+;)awCnvN-hYQT7DvBl%iMsM_j`q|8ciDU
zso?C!*TJwaRK$OVi9%+tRAl_#pGxmWVou&j)X4wfGWW-l&-A5unRNk*6`A~kX^Ggo
z-(nh{dJn6T4CzVgRSdQriHvWG^ru&ercY^v|I7EHHjDN2ePJX2T-2Wr`mRX2_xoYb
zWub#4mTEUoXho*J;3qlI&2<|iXt!4^c2x)SunQIt{ay(Jo7FUEcN){SP3B8ehvR8^
zHFeC$rh?Z2R3m>DXXCZmsF$I1u{Vq6+jK%BxeKAa!VFD%1Q`r0qvlV$=w{O*G7cV(
z{JeZbo!kuPxIoNmkD$HV_lR|O`@%k^3Jx0&Bk|yK9@5o;SIcB*JDWmRAN*mCgE@ZZ
zRU>-&6C9!rW_9}!Gk<k}+!q~!<{x3#_4KsB`_3cpFQ<@FSc~*R8D4OCJ3Lo-lgM3`
zOC0V?=Wi^;$uU>C)_7IY-Ij`H)&tNYxTfC)`_MI&J8-{}#?_bXqS0L=X^re_1m5|~
z2g#{0%`Y*cIeotHYai9<SN%*;%=jj_oI8o4gfTp2T?KnM>^GYdGL8j>?4>J#dywjG
zLOa{DS!R75-esn-YWp}$47$$zCx>u@<+Vr?W)u_I6D-UVI?}VcVG{J1*G;#EOpXh^
zoZgO5hx1%3us<0#?nb8W9_|sJ%o48t<3>}IY3ET>s`4DeA6psViu)@1w?0jn5$TbX
zd>T}b+`zm!7qI`GF}#z8Gm)r-ZkFA{#u6DC;d&kCOhWmYp?&DPfe)YE*9eoZo<~26
zJbXA4K(Az!NI}VztUVkAo?rmxcjmCbKlxbNXi5XFGH(6r7^%ot;MLes)HPX_wl=Lo
zZuuK_xPKWlZ>-}MGZ)d~8(G*g(T80)a!J&_tO~`^Q_w&EApA5=lgegkwq~a!)8R5K
zzJCYKzuwGMU+AIs$~x4>wX*lGRtP!wBbanwUdXb%fEwn~w&3HK7_}UQS!?O`k<BdV
zpWt(OEyrsMZTZCPJ3?;yHTRsfon{ZqqdhT~*@MOR;qpm=%2oYo;r%n(Yc3uj5Aj{l
zQfWFQr^|eIZ=$ODN^R|Z|Co>K6i9s=MSAsumwlKPuayWy?;IV$F~5TMvEN2K@)-*{
z<W1SHR$`^_{-1EYg_noSX3`$xaqUX4IP}sEYSZ;V)NE_&)_5q^+c%PyNqA7M#uS*v
z4}fT#DUD0X$K*hv8)4W?E+x#wRy=ZpvP2f{Kd@kK=Pc2(XBs{_yQ6<&GJAA179XdF
zQBtZ8oi@9K%(@MHPhk_5^(1r61Lmlz2qRt99YXHA5e~xN8xXpQ!VLn@_w-@WJGF1Z
zOw1V(zIVhK<7DBr<^bLu5}2Ws5bXZh!lZ@g%ly7B)bz-c1<r`1nG-(o>w~}Y4Sr_q
zf7AH4bkB{qde#-WHoG#a)%PBr++^d_KErmI=B>RilwR8i7M`+kPmJ7~%C&EA^98QG
zby*#Ig@3c!wCs|!Rg&x38&q3jtL3+F?>prbTOFxhTb|2}wpU%Y+pK1-uzl#XYH#YY
zBHP7PGxqLE_yfEX*l%y%ZdTj33tVjz(!6co28HdN#3Hlz>2j~VUQ^%hc`M(sm$#^C
zuQhN#gU?$Xn>Q)Fdp^c;+bHpGwU#Jdw>N9)w%teH@36V<ziDsP#YWrt_itH)&W{c;
zs!C*t0-hfY#6+JTZ3;O*y7!{(-fzJB*lt+-v^kLcXwM6$Y+Hr9a<+FP1a0fKcJ2vk
zme|W=b$IWY75n!7722>zwY|e;qhR9Ry3o@$ubXz-DE^wdw-9*0!1Jnn+s6BkZM57c
z0}pC?vd41XjNOy_kMH%ei?*H17i;UiOwjgj<>I{#?4o<mCp@&_uUN9T@>i>^f;rFL
z>w6aM{hn^JclqktJuigjS!;edxBFehEbAY0R_|J@y=t$`!{vKtdui<9Y~!)DoRb1R
zGn?(+_3K-JUIt;@e&%Hmgr2!xmReMtnV;w8#0xxh9SIn7fkN=&y!24$0o*{-7(q<<
z8SY;nURYPe%D@1^d>{!FfH=`zuOK@IUGL&Nw|NYQfG5KPF%OEqLqO9Idi4#^bv|4!
zn+!V>995^l2}Wd{hUhwxPoqcG8E^_krxChN<a5YTbxt_NglwlVx=!R2h^q6#85Er+
z=sJ<(5ml#vIy17Jrsz76<BS(2Y*{p5I-#*1;LXOS163l&tP58RJEb2+Uk07w4+KF#
e13&<%j~zs-YC-rQ=>Tt5Hjo$x5Q5Z0)B*q`2N2N!

literal 0
HcmV?d00001

diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/data/pickle_module_info.txt b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/data/pickle_module_info.txt
new file mode 100644
index 00000000..31b9e7eb
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/data/pickle_module_info.txt
@@ -0,0 +1 @@
+mlflow.pytorch.pickle_module
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/python_env.yaml b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/python_env.yaml
new file mode 100644
index 00000000..cd393c31
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/python_env.yaml
@@ -0,0 +1,7 @@
+python: 3.8.18
+build_dependencies:
+- pip==24.1.2
+- setuptools==56.0.0
+- wheel
+dependencies:
+- -r requirements.txt
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/requirements.txt b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/requirements.txt
new file mode 100644
index 00000000..1acca7c0
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model/requirements.txt
@@ -0,0 +1,4 @@
+mlflow<3,>=2.2
+cloudpickle==2.2.1
+numpy==1.23.5
+torch==1.13.1
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/meta.yaml b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/meta.yaml
new file mode 100644
index 00000000..3232b8e9
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts
+end_time: 1722593716611
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 30c41f0c889a476d940e3d52fa68f68a
+run_name: rogue-stag-73
+run_uuid: 30c41f0c889a476d940e3d52fa68f68a
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593712524
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/last_week_hit b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/last_week_hit
new file mode 100644
index 00000000..c2ef590d
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/last_week_hit
@@ -0,0 +1 @@
+1722593712586 0.0 0
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_hit b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_hit
new file mode 100644
index 00000000..ed5ada5b
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_hit
@@ -0,0 +1 @@
+1722593712577 1.4930692911148071 0
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_loss b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_loss
new file mode 100644
index 00000000..26415409
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/train_loss
@@ -0,0 +1 @@
+1722593712577 0.3873279020190239 0
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_hit b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_hit
new file mode 100644
index 00000000..f59c7014
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_hit
@@ -0,0 +1 @@
+1722593712577 0.8495575189590454 0
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_loss b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_loss
new file mode 100644
index 00000000..2eb6b38d
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/metrics/valid_loss
@@ -0,0 +1 @@
+1722593712577 0.39285194873809814 0
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/batch_size b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/batch_size
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/batch_size
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/early_stop_threshold b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/early_stop_threshold
new file mode 100644
index 00000000..c7930257
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/early_stop_threshold
@@ -0,0 +1 @@
+7
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/hidden_dim b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/hidden_dim
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/hidden_dim
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/learning_rate b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/learning_rate
new file mode 100644
index 00000000..c7d21ddf
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/learning_rate
@@ -0,0 +1 @@
+0.00030000000000000003
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/window_size b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/window_size
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/params/window_size
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.log-model.history b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.log-model.history
new file mode 100644
index 00000000..a85c4ab2
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.log-model.history
@@ -0,0 +1 @@
+[{"run_id": "30c41f0c889a476d940e3d52fa68f68a", "artifact_path": "model", "utc_time_created": "2024-08-02 10:15:12.592627", "flavors": {"pytorch": {"model_data": "data", "pytorch_version": "1.13.1", "code": null}, "python_function": {"pickle_module_name": "mlflow.pytorch.pickle_module", "loader_module": "mlflow.pytorch", "python_version": "3.8.18", "data": "data", "env": {"conda": "conda.yaml", "virtualenv": "python_env.yaml"}}}, "model_uuid": "53a1eafdd5274445a5be39f5a07c8551", "mlflow_version": "2.2.1"}]
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.runName b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.runName
new file mode 100644
index 00000000..c8276ab3
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.runName
@@ -0,0 +1 @@
+rogue-stag-73
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.git.commit b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.name b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.type b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.user b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/meta.yaml b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/meta.yaml
new file mode 100644
index 00000000..f2dc953a
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/artifacts
+end_time: 1722593692129
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 34a7941cd83147f6ab4cb0518fd9c838
+run_name: placid-gnat-979
+run_uuid: 34a7941cd83147f6ab4cb0518fd9c838
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593690945
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_hit b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_hit
new file mode 100644
index 00000000..252faa4d
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_hit
@@ -0,0 +1,24 @@
+1722593691077 0.8346534371376038 0
+1722593691133 0.8277227878570557 0
+1722593691190 0.8237623572349548 0
+1722593691269 0.8207920789718628 0
+1722593691359 0.8198019862174988 0
+1722593691419 0.802970290184021 0
+1722593691459 0.804950475692749 0
+1722593691497 0.8069307208061218 0
+1722593691534 0.804950475692749 0
+1722593691572 0.802970290184021 0
+1722593691621 0.803960382938385 0
+1722593691663 0.800000011920929 0
+1722593691700 0.802970290184021 0
+1722593691736 0.804950475692749 0
+1722593691772 0.800990104675293 0
+1722593691808 0.8108910918235779 0
+1722593691844 0.815841555595398 0
+1722593691879 0.8297029733657837 0
+1722593691918 0.8445544838905334 0
+1722593691954 0.8722772002220154 0
+1722593691994 0.8999999761581421 0
+1722593692042 0.9376237392425537 0
+1722593692081 0.9821782112121582 0
+1722593692119 1.005940556526184 0
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_loss b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_loss
new file mode 100644
index 00000000..fc0e7510
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/train_loss
@@ -0,0 +1,24 @@
+1722593691063 0.6909433379769325 0
+1722593691117 0.6820467710494995 0
+1722593691175 0.6692666783928871 0
+1722593691255 0.6511537507176399 0
+1722593691345 0.6256232783198357 0
+1722593691407 0.5912840366363525 0
+1722593691448 0.5487755313515663 0
+1722593691487 0.5043169036507607 0
+1722593691524 0.466288935393095 0
+1722593691560 0.44034038856625557 0
+1722593691608 0.42496613413095474 0
+1722593691653 0.41506532579660416 0
+1722593691690 0.4078780822455883 0
+1722593691726 0.40253017470240593 0
+1722593691762 0.3989925868809223 0
+1722593691798 0.39659539610147476 0
+1722593691834 0.39497537910938263 0
+1722593691870 0.39381300657987595 0
+1722593691907 0.3930296525359154 0
+1722593691944 0.39250775426626205 0
+1722593691981 0.39215051010251045 0
+1722593692028 0.39186225458979607 0
+1722593692072 0.3916678614914417 0
+1722593692109 0.3914729133248329 0
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_hit b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_hit
new file mode 100644
index 00000000..beac604a
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_hit
@@ -0,0 +1,24 @@
+1722593691085 0.8407079577445984 0
+1722593691142 0.8584070801734924 0
+1722593691198 0.8761062026023865 0
+1722593691278 0.8672566413879395 0
+1722593691365 0.8849557638168335 0
+1722593691427 0.9292035102844238 0
+1722593691464 0.9380530714988708 0
+1722593691502 0.9380530714988708 0
+1722593691539 0.9380530714988708 0
+1722593691579 0.9292035102844238 0
+1722593691627 0.8761062026023865 0
+1722593691668 0.8938053250312805 0
+1722593691705 0.8849557638168335 0
+1722593691740 0.8761062026023865 0
+1722593691776 0.8584070801734924 0
+1722593691813 0.8584070801734924 0
+1722593691849 0.8495575189590454 0
+1722593691884 0.8318583965301514 0
+1722593691923 0.8761062026023865 0
+1722593691959 0.8495575189590454 0
+1722593692001 0.8849557638168335 0
+1722593692049 0.9380530714988708 0
+1722593692086 0.9026548862457275 0
+1722593692124 0.8318583965301514 0
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_loss b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_loss
new file mode 100644
index 00000000..5dbafe8d
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/metrics/valid_loss
@@ -0,0 +1,24 @@
+1722593691071 0.6864016652107239 0
+1722593691125 0.6757208704948425 0
+1722593691182 0.6603380441665649 0
+1722593691262 0.638444721698761 0
+1722593691353 0.6081328392028809 0
+1722593691413 0.5685400366783142 0
+1722593691453 0.5233465433120728 0
+1722593691492 0.4806402921676636 0
+1722593691529 0.44860073924064636 0
+1722593691566 0.42902106046676636 0
+1722593691615 0.4171852767467499 0
+1722593691658 0.40904468297958374 0
+1722593691695 0.40315040946006775 0
+1722593691731 0.3992392122745514 0
+1722593691767 0.3966883718967438 0
+1722593691803 0.3950560688972473 0
+1722593691839 0.3940098285675049 0
+1722593691875 0.3933904469013214 0
+1722593691912 0.3931126296520233 0
+1722593691949 0.3929724395275116 0
+1722593691988 0.392946720123291 0
+1722593692035 0.39295536279678345 0
+1722593692077 0.39294975996017456 0
+1722593692114 0.3929624557495117 0
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/batch_size b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/batch_size
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/batch_size
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/early_stop_threshold b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/early_stop_threshold
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/early_stop_threshold
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/hidden_dim b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/hidden_dim
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/hidden_dim
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/learning_rate b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/learning_rate
new file mode 100644
index 00000000..0618e14f
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/learning_rate
@@ -0,0 +1 @@
+0.0004
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/window_size b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/window_size
new file mode 100644
index 00000000..c7930257
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/params/window_size
@@ -0,0 +1 @@
+7
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.runName b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.runName
new file mode 100644
index 00000000..1fcea6e3
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.runName
@@ -0,0 +1 @@
+placid-gnat-979
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.git.commit b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.name b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.type b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.user b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/34a7941cd83147f6ab4cb0518fd9c838/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/meta.yaml b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/meta.yaml
new file mode 100644
index 00000000..6c585789
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/artifacts
+end_time: 1722593685053
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 37bcf34c040b4037a10d106446936bae
+run_name: sincere-shrimp-754
+run_uuid: 37bcf34c040b4037a10d106446936bae
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593680824
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_hit b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_hit
new file mode 100644
index 00000000..32629ca3
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_hit
@@ -0,0 +1,36 @@
+1722593681184 0.804950475692749 0
+1722593681335 0.7980198264122009 0
+1722593681412 0.7841584086418152 0
+1722593681530 0.7821782231330872 0
+1722593681788 0.7871286869049072 0
+1722593682163 0.804950475692749 0
+1722593682384 0.8356435894966125 0
+1722593682539 0.9108911156654358 0
+1722593682600 0.9673267602920532 0
+1722593682661 0.9900990128517151 0
+1722593682888 1.0227723121643066 0
+1722593683037 1.016831636428833 0
+1722593683105 1.0465346574783325 0
+1722593683164 1.0574257373809814 0
+1722593683226 1.1128712892532349 0
+1722593683294 1.118811845779419 0
+1722593683371 1.1435643434524536 0
+1722593683446 1.1732673645019531 0
+1722593683521 1.213861346244812 0
+1722593683583 1.2673267126083374 0
+1722593683641 1.3247524499893188 0
+1722593683803 1.2584158182144165 0
+1722593683867 1.3099009990692139 0
+1722593683935 1.3861385583877563 0
+1722593684002 1.4564356803894043 0
+1722593684070 1.4504950046539307 0
+1722593684136 1.496039628982544 0
+1722593684205 1.5158416032791138 0
+1722593684276 1.5544553995132446 0
+1722593684439 1.6198019981384277 0
+1722593684504 1.6386138200759888 0
+1722593684575 1.6594059467315674 0
+1722593684645 1.6782177686691284 0
+1722593684784 1.7089109420776367 0
+1722593684970 1.7455445528030396 0
+1722593685040 1.7762376070022583 0
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_loss b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_loss
new file mode 100644
index 00000000..fd3245b2
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/train_loss
@@ -0,0 +1,36 @@
+1722593681142 0.6853330545127392 0
+1722593681318 0.6599688604474068 0
+1722593681398 0.5990965217351913 0
+1722593681498 0.4966688845306635 0
+1722593681737 0.42035745084285736 0
+1722593682005 0.4013631585985422 0
+1722593682342 0.3945566210895777 0
+1722593682525 0.39279303699731827 0
+1722593682587 0.39222821965813637 0
+1722593682648 0.39197636023163795 0
+1722593682856 0.3918002787977457 0
+1722593683022 0.3916591387242079 0
+1722593683095 0.3914325684309006 0
+1722593683154 0.3913017828017473 0
+1722593683212 0.39115781523287296 0
+1722593683279 0.3908686861395836 0
+1722593683355 0.3906594906002283 0
+1722593683430 0.39041969180107117 0
+1722593683506 0.3901713937520981 0
+1722593683572 0.3899147342890501 0
+1722593683630 0.38964343443512917 0
+1722593683787 0.3893171362578869 0
+1722593683854 0.3889383655041456 0
+1722593683923 0.38865403085947037 0
+1722593683988 0.3882010206580162 0
+1722593684054 0.38789896853268147 0
+1722593684123 0.38752386905252934 0
+1722593684189 0.3869861364364624 0
+1722593684264 0.3866059575229883 0
+1722593684426 0.3859991729259491 0
+1722593684493 0.3854870330542326 0
+1722593684561 0.3849894404411316 0
+1722593684630 0.3843656200915575 0
+1722593684773 0.38370578177273273 0
+1722593684956 0.383086359128356 0
+1722593685025 0.3824053406715393 0
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_hit b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_hit
new file mode 100644
index 00000000..1d45efcd
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_hit
@@ -0,0 +1,36 @@
+1722593681201 0.76106196641922 0
+1722593681343 0.8318583965301514 0
+1722593681421 0.76106196641922 0
+1722593681547 0.76106196641922 0
+1722593681815 0.8141592741012573 0
+1722593682185 0.778761088848114 0
+1722593682401 0.7079645991325378 0
+1722593682544 0.769911527633667 0
+1722593682605 0.8849557638168335 0
+1722593682667 0.7964601516723633 0
+1722593682936 0.8141592741012573 0
+1722593683044 0.8230088353157043 0
+1722593683109 0.8141592741012573 0
+1722593683169 0.8407079577445984 0
+1722593683234 0.8053097128868103 0
+1722593683302 0.8849557638168335 0
+1722593683377 0.8938053250312805 0
+1722593683452 0.8318583965301514 0
+1722593683529 0.8407079577445984 0
+1722593683590 0.9026548862457275 0
+1722593683649 0.8849557638168335 0
+1722593683808 0.8672566413879395 0
+1722593683875 0.9203540086746216 0
+1722593683940 0.8938053250312805 0
+1722593684008 0.9292035102844238 0
+1722593684077 0.8938053250312805 0
+1722593684142 0.9646017551422119 0
+1722593684212 0.8938053250312805 0
+1722593684282 0.8584070801734924 0
+1722593684445 0.8672566413879395 0
+1722593684511 0.8761062026023865 0
+1722593684581 0.9115044474601746 0
+1722593684653 0.9026548862457275 0
+1722593684789 0.9115044474601746 0
+1722593684976 0.9026548862457275 0
+1722593685047 0.9115044474601746 0
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_loss b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_loss
new file mode 100644
index 00000000..259d38ab
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/metrics/valid_loss
@@ -0,0 +1,36 @@
+1722593681169 0.6752592325210571 0
+1722593681327 0.6362160444259644 0
+1722593681405 0.5485954880714417 0
+1722593681514 0.44463422894477844 0
+1722593681760 0.40691015124320984 0
+1722593682028 0.3977905511856079 0
+1722593682363 0.39428049325942993 0
+1722593682533 0.3937278687953949 0
+1722593682593 0.3934686779975891 0
+1722593682654 0.3934694826602936 0
+1722593682874 0.3933967053890228 0
+1722593683030 0.3933911919593811 0
+1722593683100 0.39344826340675354 0
+1722593683159 0.39336878061294556 0
+1722593683218 0.393380731344223 0
+1722593683288 0.39332348108291626 0
+1722593683363 0.39324644207954407 0
+1722593683439 0.39327308535575867 0
+1722593683513 0.3934568166732788 0
+1722593683577 0.39319896697998047 0
+1722593683635 0.39309224486351013 0
+1722593683795 0.3932022750377655 0
+1722593683862 0.3933206796646118 0
+1722593683928 0.3932105600833893 0
+1722593683995 0.3932603895664215 0
+1722593684062 0.3930051922798157 0
+1722593684128 0.39313507080078125 0
+1722593684197 0.3930475413799286 0
+1722593684270 0.39336225390434265 0
+1722593684432 0.3930964767932892 0
+1722593684498 0.3928156793117523 0
+1722593684568 0.39315927028656006 0
+1722593684638 0.39304783940315247 0
+1722593684779 0.3929700553417206 0
+1722593684962 0.3930632472038269 0
+1722593685032 0.39307940006256104 0
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/batch_size b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/batch_size
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/batch_size
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/early_stop_threshold b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/hidden_dim b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/hidden_dim
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/hidden_dim
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/learning_rate b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/learning_rate
new file mode 100644
index 00000000..c7d21ddf
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/learning_rate
@@ -0,0 +1 @@
+0.00030000000000000003
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/window_size b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/window_size
new file mode 100644
index 00000000..c7930257
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/params/window_size
@@ -0,0 +1 @@
+7
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.runName b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.runName
new file mode 100644
index 00000000..5a83c458
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.runName
@@ -0,0 +1 @@
+sincere-shrimp-754
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.git.commit b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.name b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.type b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.user b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/37bcf34c040b4037a10d106446936bae/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/meta.yaml b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/meta.yaml
new file mode 100644
index 00000000..826fb10d
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/artifacts
+end_time: 1722593696965
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 4713e0d0edcf44b49c5541b01f55e62e
+run_name: flawless-donkey-22
+run_uuid: 4713e0d0edcf44b49c5541b01f55e62e
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593695854
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_hit b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_hit
new file mode 100644
index 00000000..925bfb08
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_hit
@@ -0,0 +1,13 @@
+1722593695969 0.8217821717262268 0
+1722593696033 0.8178218007087708 0
+1722593696097 0.8148514628410339 0
+1722593696162 0.7920792102813721 0
+1722593696421 0.7871286869049072 0
+1722593696481 0.8089109063148499 0
+1722593696531 0.8534653186798096 0
+1722593696591 0.8910890817642212 0
+1722593696707 0.9316831827163696 0
+1722593696774 0.9514851570129395 0
+1722593696834 0.9633663296699524 0
+1722593696897 0.9801980257034302 0
+1722593696954 1.0069307088851929 0
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_loss b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_loss
new file mode 100644
index 00000000..39a39e29
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/train_loss
@@ -0,0 +1,13 @@
+1722593695957 0.6808865964412689 0
+1722593696019 0.6566672921180725 0
+1722593696084 0.6027280986309052 0
+1722593696152 0.5058542210608721 0
+1722593696409 0.41971405409276485 0
+1722593696468 0.3992833625525236 0
+1722593696521 0.3947733249515295 0
+1722593696579 0.392856415361166 0
+1722593696697 0.39232793264091015 0
+1722593696759 0.3920148015022278 0
+1722593696822 0.39186785370111465 0
+1722593696883 0.39171265438199043 0
+1722593696944 0.39155906066298485 0
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_hit b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_hit
new file mode 100644
index 00000000..b6ab114c
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_hit
@@ -0,0 +1,13 @@
+1722593695977 0.8318583965301514 0
+1722593696039 0.8672566413879395 0
+1722593696105 0.9026548862457275 0
+1722593696167 0.8495575189590454 0
+1722593696426 0.8584070801734924 0
+1722593696486 0.8318583965301514 0
+1722593696536 0.9026548862457275 0
+1722593696596 0.8849557638168335 0
+1722593696713 0.8672566413879395 0
+1722593696779 0.8318583965301514 0
+1722593696839 0.769911527633667 0
+1722593696904 0.8495575189590454 0
+1722593696959 0.769911527633667 0
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_loss b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_loss
new file mode 100644
index 00000000..853c1b86
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/metrics/valid_loss
@@ -0,0 +1,13 @@
+1722593695964 0.6709033250808716 0
+1722593696026 0.6351492404937744 0
+1722593696091 0.556768000125885 0
+1722593696157 0.448243111371994 0
+1722593696416 0.39930522441864014 0
+1722593696476 0.3952876627445221 0
+1722593696526 0.3929829001426697 0
+1722593696584 0.39290651679039 0
+1722593696702 0.39311155676841736 0
+1722593696765 0.39300501346588135 0
+1722593696828 0.3932836949825287 0
+1722593696889 0.39316442608833313 0
+1722593696949 0.39342713356018066 0
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/batch_size b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/batch_size
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/batch_size
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/early_stop_threshold b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/hidden_dim b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/hidden_dim
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/hidden_dim
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/learning_rate b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/learning_rate
new file mode 100644
index 00000000..c7d21ddf
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/learning_rate
@@ -0,0 +1 @@
+0.00030000000000000003
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/window_size b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/window_size
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/params/window_size
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.runName b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.runName
new file mode 100644
index 00000000..a725a225
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.runName
@@ -0,0 +1 @@
+flawless-donkey-22
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.git.commit b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.name b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.type b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.user b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/4713e0d0edcf44b49c5541b01f55e62e/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/meta.yaml b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/meta.yaml
new file mode 100644
index 00000000..4a5f6ce1
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/artifacts
+end_time: 1722593673714
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 63eb1ea175d04a8e85a06b31f4ef7d0f
+run_name: popular-dove-264
+run_uuid: 63eb1ea175d04a8e85a06b31f4ef7d0f
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593670363
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_hit b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_hit
new file mode 100644
index 00000000..1b44f4ab
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_hit
@@ -0,0 +1,40 @@
+1722593670744 0.790099024772644 0
+1722593670831 0.7960395812988281 0
+1722593670906 0.7831683158874512 0
+1722593670989 0.78910893201828 0
+1722593671045 0.7772276997566223 0
+1722593671100 0.7811881303787231 0
+1722593671153 0.7801980376243591 0
+1722593671212 0.7861385941505432 0
+1722593671275 0.7831683158874512 0
+1722593671366 0.7940593957901001 0
+1722593671432 0.7960395812988281 0
+1722593671504 0.7910891175270081 0
+1722593671577 0.7930693030357361 0
+1722593671648 0.7990099191665649 0
+1722593671695 0.8178218007087708 0
+1722593671764 0.8376237750053406 0
+1722593671822 0.8623762130737305 0
+1722593671872 0.894059419631958 0
+1722593671918 0.9138613939285278 0
+1722593671973 0.9326732754707336 0
+1722593672020 0.9178217649459839 0
+1722593672085 0.9524752497673035 0
+1722593672134 0.9653465151786804 0
+1722593672181 0.9782178401947021 0
+1722593672297 0.999009907245636 0
+1722593672354 0.9940593838691711 0
+1722593672405 1.0158416032791138 0
+1722593672454 1.0287128686904907 0
+1722593672504 1.0297030210494995 0
+1722593672793 1.0405941009521484 0
+1722593672862 1.0613861083984375 0
+1722593672967 1.0495049953460693 0
+1722593673083 1.0485148429870605 0
+1722593673172 1.0673267841339111 0
+1722593673242 1.0712871551513672 0
+1722593673358 1.0792078971862793 0
+1722593673514 1.097029685974121 0
+1722593673573 1.1029702425003052 0
+1722593673636 1.1069307327270508 0
+1722593673698 1.116831660270691 0
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_loss b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_loss
new file mode 100644
index 00000000..8fa96261
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/train_loss
@@ -0,0 +1,40 @@
+1722593670556 0.694137703627348 0
+1722593670813 0.6883568838238716 0
+1722593670882 0.6815382800996304 0
+1722593670954 0.6716481558978558 0
+1722593671030 0.6552655920386314 0
+1722593671090 0.6272566169500351 0
+1722593671142 0.5855359546840191 0
+1722593671198 0.533268716186285 0
+1722593671260 0.48084117844700813 0
+1722593671354 0.4415370747447014 0
+1722593671417 0.41924424283206463 0
+1722593671487 0.4080629348754883 0
+1722593671563 0.40185481682419777 0
+1722593671637 0.3982098903506994 0
+1722593671684 0.3959091864526272 0
+1722593671746 0.39450208842754364 0
+1722593671806 0.3935840390622616 0
+1722593671862 0.39299515821039677 0
+1722593671907 0.392614608630538 0
+1722593671958 0.39236782491207123 0
+1722593672010 0.3921590633690357 0
+1722593672074 0.3920094911009073 0
+1722593672123 0.3919160943478346 0
+1722593672171 0.391813850030303 0
+1722593672285 0.391723083332181 0
+1722593672341 0.3916057553142309 0
+1722593672393 0.3915751036256552 0
+1722593672443 0.3914939686655998 0
+1722593672491 0.39140552282333374 0
+1722593672778 0.3913329690694809 0
+1722593672847 0.39123707078397274 0
+1722593672950 0.3911366891115904 0
+1722593673062 0.39108424074947834 0
+1722593673158 0.39099253714084625 0
+1722593673224 0.39092432893812656 0
+1722593673342 0.3908131942152977 0
+1722593673501 0.39074803330004215 0
+1722593673560 0.3906570803374052 0
+1722593673620 0.39056275971233845 0
+1722593673683 0.3904712498188019 0
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_hit b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_hit
new file mode 100644
index 00000000..6cd2ec71
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_hit
@@ -0,0 +1,40 @@
+1722593670766 0.7345132827758789 0
+1722593670838 0.6637167930603027 0
+1722593670912 0.7079645991325378 0
+1722593670994 0.7256637215614319 0
+1722593671051 0.7168141603469849 0
+1722593671105 0.6991150379180908 0
+1722593671161 0.6902654767036438 0
+1722593671220 0.7079645991325378 0
+1722593671283 0.6991150379180908 0
+1722593671373 0.76106196641922 0
+1722593671442 0.7876105904579163 0
+1722593671512 0.778761088848114 0
+1722593671587 0.769911527633667 0
+1722593671653 0.76106196641922 0
+1722593671700 0.769911527633667 0
+1722593671770 0.769911527633667 0
+1722593671829 0.8230088353157043 0
+1722593671877 0.8407079577445984 0
+1722593671923 0.8495575189590454 0
+1722593671980 0.7876105904579163 0
+1722593672027 0.8230088353157043 0
+1722593672091 0.778761088848114 0
+1722593672139 0.8230088353157043 0
+1722593672187 0.8141592741012573 0
+1722593672305 0.8407079577445984 0
+1722593672359 0.8407079577445984 0
+1722593672410 0.8318583965301514 0
+1722593672459 0.8230088353157043 0
+1722593672510 0.8318583965301514 0
+1722593672801 0.8495575189590454 0
+1722593672871 0.8761062026023865 0
+1722593672976 0.8761062026023865 0
+1722593673092 0.8938053250312805 0
+1722593673179 0.8584070801734924 0
+1722593673247 0.9026548862457275 0
+1722593673369 0.8495575189590454 0
+1722593673520 0.9203540086746216 0
+1722593673579 0.9026548862457275 0
+1722593673644 0.9115044474601746 0
+1722593673705 0.8849557638168335 0
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_loss b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_loss
new file mode 100644
index 00000000..e2e9ea39
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/metrics/valid_loss
@@ -0,0 +1,40 @@
+1722593670568 0.6916469931602478 0
+1722593670824 0.6857872605323792 0
+1722593670891 0.6780087351799011 0
+1722593670982 0.6657975316047668 0
+1722593671037 0.6445081830024719 0
+1722593671095 0.6097331047058105 0
+1722593671147 0.5617179870605469 0
+1722593671205 0.5072616338729858 0
+1722593671266 0.4601293206214905 0
+1722593671360 0.4301709830760956 0
+1722593671425 0.4149029850959778 0
+1722593671495 0.4067942202091217 0
+1722593671569 0.40190601348876953 0
+1722593671643 0.3989286720752716 0
+1722593671690 0.39703628420829773 0
+1722593671754 0.3958830237388611 0
+1722593671815 0.39511141180992126 0
+1722593671867 0.3945290148258209 0
+1722593671913 0.3942369222640991 0
+1722593671964 0.39399731159210205 0
+1722593672015 0.3938305377960205 0
+1722593672080 0.39370718598365784 0
+1722593672128 0.39359694719314575 0
+1722593672176 0.39346468448638916 0
+1722593672291 0.3934660851955414 0
+1722593672346 0.39345747232437134 0
+1722593672399 0.39343100786209106 0
+1722593672449 0.39336851239204407 0
+1722593672497 0.3934408128261566 0
+1722593672786 0.39341703057289124 0
+1722593672856 0.3933609426021576 0
+1722593672959 0.393242746591568 0
+1722593673074 0.39316311478614807 0
+1722593673164 0.3932437002658844 0
+1722593673233 0.39319324493408203 0
+1722593673349 0.393218994140625 0
+1722593673507 0.39328715205192566 0
+1722593673566 0.39318570494651794 0
+1722593673629 0.3932207524776459 0
+1722593673691 0.3931761085987091 0
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/batch_size b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/batch_size
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/batch_size
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/early_stop_threshold b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/early_stop_threshold
new file mode 100644
index 00000000..c7930257
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/early_stop_threshold
@@ -0,0 +1 @@
+7
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/hidden_dim b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/hidden_dim
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/hidden_dim
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/learning_rate b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/learning_rate
new file mode 100644
index 00000000..4c7a7cb4
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/learning_rate
@@ -0,0 +1 @@
+0.0002
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/window_size b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/window_size
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/params/window_size
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.runName b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.runName
new file mode 100644
index 00000000..d1108ad6
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.runName
@@ -0,0 +1 @@
+popular-dove-264
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.git.commit b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.name b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.type b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.user b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/63eb1ea175d04a8e85a06b31f4ef7d0f/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/meta.yaml b/mlruns/975918472462267490/7006f024636640098282c48401f559be/meta.yaml
new file mode 100644
index 00000000..fa39cbca
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/7006f024636640098282c48401f559be/artifacts
+end_time: 1722593702657
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 7006f024636640098282c48401f559be
+run_name: youthful-asp-60
+run_uuid: 7006f024636640098282c48401f559be
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593696996
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_hit b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_hit
new file mode 100644
index 00000000..05616d24
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_hit
@@ -0,0 +1,77 @@
+1722593697119 0.7504950761795044 0
+1722593697157 0.7514851689338684 0
+1722593697208 0.7504950761795044 0
+1722593697251 0.7534653544425964 0
+1722593697389 0.7534653544425964 0
+1722593698156 0.7485148310661316 0
+1722593698364 0.7495049238204956 0
+1722593698409 0.7514851689338684 0
+1722593698446 0.7455445528030396 0
+1722593698487 0.7504950761795044 0
+1722593698565 0.7475247383117676 0
+1722593698636 0.7465346455574036 0
+1722593698707 0.7534653544425964 0
+1722593698787 0.7603960633277893 0
+1722593698862 0.7623762488365173 0
+1722593698910 0.7584158182144165 0
+1722593698947 0.7564356327056885 0
+1722593698986 0.7524752616882324 0
+1722593699024 0.7594059109687805 0
+1722593699064 0.7623762488365173 0
+1722593699112 0.7623762488365173 0
+1722593699160 0.7980198264122009 0
+1722593699204 0.802970290184021 0
+1722593699257 0.8099009990692139 0
+1722593699304 0.8108910918235779 0
+1722593699353 0.8079208135604858 0
+1722593699402 0.8217821717262268 0
+1722593699458 0.8079208135604858 0
+1722593699554 0.8138613700866699 0
+1722593699745 0.8217821717262268 0
+1722593699803 0.8287128806114197 0
+1722593699868 0.8356435894966125 0
+1722593699947 0.8356435894966125 0
+1722593700002 0.8336633443832397 0
+1722593700084 0.8356435894966125 0
+1722593700144 0.8366336822509766 0
+1722593700221 0.8425742387771606 0
+1722593700280 0.8465346693992615 0
+1722593700384 0.8435643315315247 0
+1722593700421 0.8455445766448975 0
+1722593700468 0.8534653186798096 0
+1722593700520 0.8514851331710815 0
+1722593700571 0.8544554710388184 0
+1722593700747 0.8534653186798096 0
+1722593700880 0.8504950404167175 0
+1722593700963 0.8495049476623535 0
+1722593701044 0.8425742387771606 0
+1722593701111 0.8504950404167175 0
+1722593701180 0.8485148549079895 0
+1722593701247 0.8485148549079895 0
+1722593701319 0.8495049476623535 0
+1722593701386 0.8485148549079895 0
+1722593701451 0.8475247621536255 0
+1722593701529 0.8485148549079895 0
+1722593701749 0.8485148549079895 0
+1722593701798 0.8455445766448975 0
+1722593701835 0.8435643315315247 0
+1722593701881 0.8425742387771606 0
+1722593701934 0.8445544838905334 0
+1722593701976 0.8455445766448975 0
+1722593702014 0.8465346693992615 0
+1722593702054 0.8445544838905334 0
+1722593702090 0.8455445766448975 0
+1722593702128 0.8465346693992615 0
+1722593702166 0.8465346693992615 0
+1722593702209 0.8504950404167175 0
+1722593702246 0.8495049476623535 0
+1722593702285 0.8485148549079895 0
+1722593702333 0.8475247621536255 0
+1722593702377 0.8485148549079895 0
+1722593702415 0.8495049476623535 0
+1722593702453 0.8465346693992615 0
+1722593702490 0.8445544838905334 0
+1722593702526 0.8455445766448975 0
+1722593702566 0.8495049476623535 0
+1722593702602 0.8544554710388184 0
+1722593702643 0.8574257493019104 0
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_loss b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_loss
new file mode 100644
index 00000000..b9402306
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/train_loss
@@ -0,0 +1,77 @@
+1722593697109 0.6927106231451035 0
+1722593697145 0.6916564255952835 0
+1722593697198 0.6906580850481987 0
+1722593697237 0.6897073611617088 0
+1722593697283 0.6887743845582008 0
+1722593697943 0.687852643430233 0
+1722593698225 0.686873309314251 0
+1722593698399 0.6858670338988304 0
+1722593698436 0.6847809329628944 0
+1722593698477 0.6835679933428764 0
+1722593698535 0.6821846291422844 0
+1722593698617 0.6806071624159813 0
+1722593698685 0.6787741258740425 0
+1722593698769 0.6766095757484436 0
+1722593698840 0.6740205585956573 0
+1722593698901 0.6709813103079796 0
+1722593698936 0.6673627495765686 0
+1722593698975 0.6631897911429405 0
+1722593699014 0.6584045886993408 0
+1722593699051 0.6529711708426476 0
+1722593699097 0.6469059437513351 0
+1722593699148 0.640217162668705 0
+1722593699193 0.6328140571713448 0
+1722593699242 0.6247152537107468 0
+1722593699292 0.6159668266773224 0
+1722593699337 0.6064948365092278 0
+1722593699388 0.5964365452528 0
+1722593699442 0.5857647806406021 0
+1722593699541 0.5746876448392868 0
+1722593699732 0.5632073506712914 0
+1722593699787 0.5514953657984734 0
+1722593699851 0.539641946554184 0
+1722593699928 0.5280215218663216 0
+1722593699988 0.5164863914251328 0
+1722593700066 0.5053426995873451 0
+1722593700128 0.4947505295276642 0
+1722593700172 0.4846853166818619 0
+1722593700265 0.4752577655017376 0
+1722593700331 0.4666123203933239 0
+1722593700410 0.4586116150021553 0
+1722593700456 0.45142755657434464 0
+1722593700506 0.444932471960783 0
+1722593700559 0.4392310604453087 0
+1722593700701 0.4340709447860718 0
+1722593700854 0.42958541214466095 0
+1722593700938 0.4255893938243389 0
+1722593701023 0.4221077784895897 0
+1722593701094 0.4190197177231312 0
+1722593701162 0.41638370230793953 0
+1722593701230 0.41403359547257423 0
+1722593701300 0.4119514040648937 0
+1722593701370 0.4101102575659752 0
+1722593701434 0.40851521119475365 0
+1722593701493 0.4070797488093376 0
+1722593701570 0.40578870102763176 0
+1722593701787 0.4046150781214237 0
+1722593701824 0.4035736732184887 0
+1722593701868 0.40258245915174484 0
+1722593701920 0.40172161161899567 0
+1722593701964 0.4009396992623806 0
+1722593702002 0.40026115998625755 0
+1722593702043 0.39962226152420044 0
+1722593702080 0.3990289829671383 0
+1722593702118 0.3984531983733177 0
+1722593702155 0.3979856036603451 0
+1722593702194 0.39750539511442184 0
+1722593702236 0.39707839116454124 0
+1722593702273 0.3967030607163906 0
+1722593702320 0.39634956419467926 0
+1722593702365 0.39601414278149605 0
+1722593702404 0.39571794122457504 0
+1722593702442 0.39542748406529427 0
+1722593702480 0.3951500430703163 0
+1722593702516 0.3949592746794224 0
+1722593702556 0.3947287015616894 0
+1722593702592 0.39454807713627815 0
+1722593702633 0.3943483307957649 0
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_hit b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_hit
new file mode 100644
index 00000000..9246bf45
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_hit
@@ -0,0 +1,77 @@
+1722593697124 0.9292035102844238 0
+1722593697164 0.9380530714988708 0
+1722593697214 0.9292035102844238 0
+1722593697257 0.9203540086746216 0
+1722593697435 0.9292035102844238 0
+1722593698170 0.9469026327133179 0
+1722593698370 0.9469026327133179 0
+1722593698414 0.9292035102844238 0
+1722593698451 0.9026548862457275 0
+1722593698492 0.9115044474601746 0
+1722593698572 0.8938053250312805 0
+1722593698649 0.8584070801734924 0
+1722593698718 0.8584070801734924 0
+1722593698793 0.8672566413879395 0
+1722593698870 0.8584070801734924 0
+1722593698915 0.8495575189590454 0
+1722593698953 0.8495575189590454 0
+1722593698991 0.8230088353157043 0
+1722593699029 0.8230088353157043 0
+1722593699070 0.8318583965301514 0
+1722593699119 0.8849557638168335 0
+1722593699167 0.8761062026023865 0
+1722593699211 0.8672566413879395 0
+1722593699263 0.8495575189590454 0
+1722593699309 0.8495575189590454 0
+1722593699361 0.8407079577445984 0
+1722593699412 0.8849557638168335 0
+1722593699467 0.8584070801734924 0
+1722593699587 0.8407079577445984 0
+1722593699752 0.8318583965301514 0
+1722593699812 0.8495575189590454 0
+1722593699876 0.8495575189590454 0
+1722593699954 0.8407079577445984 0
+1722593700011 0.8407079577445984 0
+1722593700092 0.8141592741012573 0
+1722593700149 0.8407079577445984 0
+1722593700227 0.8495575189590454 0
+1722593700288 0.8761062026023865 0
+1722593700389 0.8672566413879395 0
+1722593700430 0.8584070801734924 0
+1722593700474 0.8761062026023865 0
+1722593700527 0.8849557638168335 0
+1722593700576 0.8938053250312805 0
+1722593700774 0.8849557638168335 0
+1722593700890 0.8849557638168335 0
+1722593700975 0.8672566413879395 0
+1722593701053 0.8761062026023865 0
+1722593701120 0.8849557638168335 0
+1722593701189 0.8849557638168335 0
+1722593701256 0.8849557638168335 0
+1722593701327 0.8849557638168335 0
+1722593701393 0.8849557638168335 0
+1722593701459 0.8849557638168335 0
+1722593701541 0.8849557638168335 0
+1722593701758 0.8849557638168335 0
+1722593701803 0.8849557638168335 0
+1722593701840 0.8849557638168335 0
+1722593701889 0.8761062026023865 0
+1722593701940 0.8761062026023865 0
+1722593701981 0.8672566413879395 0
+1722593702020 0.8584070801734924 0
+1722593702059 0.8584070801734924 0
+1722593702096 0.8584070801734924 0
+1722593702133 0.8495575189590454 0
+1722593702171 0.8495575189590454 0
+1722593702215 0.8407079577445984 0
+1722593702251 0.8407079577445984 0
+1722593702292 0.8495575189590454 0
+1722593702340 0.8495575189590454 0
+1722593702382 0.8407079577445984 0
+1722593702420 0.8495575189590454 0
+1722593702458 0.8495575189590454 0
+1722593702495 0.8495575189590454 0
+1722593702532 0.8495575189590454 0
+1722593702571 0.8407079577445984 0
+1722593702607 0.8495575189590454 0
+1722593702649 0.8495575189590454 0
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_loss b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_loss
new file mode 100644
index 00000000..32abdbc0
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/metrics/valid_loss
@@ -0,0 +1,77 @@
+1722593697114 0.6907186508178711 0
+1722593697152 0.6897396445274353 0
+1722593697203 0.6888211965560913 0
+1722593697245 0.6879306435585022 0
+1722593697331 0.6870408654212952 0
+1722593698037 0.6861345171928406 0
+1722593698359 0.6851766109466553 0
+1722593698404 0.6841475367546082 0
+1722593698441 0.6830236315727234 0
+1722593698482 0.6817752122879028 0
+1722593698555 0.6803526282310486 0
+1722593698629 0.6786982417106628 0
+1722593698693 0.676753044128418 0
+1722593698776 0.6744285821914673 0
+1722593698851 0.6716709733009338 0
+1722593698906 0.6684061288833618 0
+1722593698942 0.6645551919937134 0
+1722593698981 0.6601051688194275 0
+1722593699019 0.6550129055976868 0
+1722593699058 0.6492571234703064 0
+1722593699105 0.6428492069244385 0
+1722593699153 0.6357765197753906 0
+1722593699198 0.6280110478401184 0
+1722593699249 0.6195403337478638 0
+1722593699299 0.6103525161743164 0
+1722593699345 0.60052490234375 0
+1722593699394 0.590079665184021 0
+1722593699450 0.5791013240814209 0
+1722593699546 0.567681610584259 0
+1722593699739 0.5559638142585754 0
+1722593699795 0.544065535068512 0
+1722593699860 0.5322113037109375 0
+1722593699937 0.520494818687439 0
+1722593699995 0.5091034173965454 0
+1722593700075 0.4981449246406555 0
+1722593700137 0.48772910237312317 0
+1722593700212 0.47794774174690247 0
+1722593700272 0.46886733174324036 0
+1722593700339 0.4605276584625244 0
+1722593700415 0.45293956995010376 0
+1722593700462 0.44610100984573364 0
+1722593700513 0.43998461961746216 0
+1722593700566 0.434555321931839 0
+1722593700722 0.4297579228878021 0
+1722593700864 0.42554742097854614 0
+1722593700948 0.4218611717224121 0
+1722593701033 0.41862741112709045 0
+1722593701103 0.4158138930797577 0
+1722593701171 0.4133511185646057 0
+1722593701238 0.4111981689929962 0
+1722593701309 0.40931665897369385 0
+1722593701378 0.4076572358608246 0
+1722593701444 0.40619969367980957 0
+1722593701499 0.40491488575935364 0
+1722593701577 0.40376508235931396 0
+1722593701793 0.40273845195770264 0
+1722593701829 0.40182894468307495 0
+1722593701875 0.40100252628326416 0
+1722593701928 0.4002692401409149 0
+1722593701970 0.3995964825153351 0
+1722593702008 0.39900094270706177 0
+1722593702049 0.3984629809856415 0
+1722593702085 0.39797115325927734 0
+1722593702123 0.39752623438835144 0
+1722593702161 0.3971182703971863 0
+1722593702202 0.39674708247184753 0
+1722593702241 0.39642345905303955 0
+1722593702279 0.39612698554992676 0
+1722593702327 0.3958539664745331 0
+1722593702371 0.3956039249897003 0
+1722593702409 0.3953869938850403 0
+1722593702448 0.39519280195236206 0
+1722593702485 0.39500725269317627 0
+1722593702521 0.3948386013507843 0
+1722593702561 0.3947000503540039 0
+1722593702597 0.39456501603126526 0
+1722593702638 0.39444589614868164 0
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/batch_size b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/batch_size
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/batch_size
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/early_stop_threshold b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/early_stop_threshold
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/early_stop_threshold
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/hidden_dim b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/hidden_dim
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/hidden_dim
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/learning_rate b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/learning_rate
new file mode 100644
index 00000000..afa32d60
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/learning_rate
@@ -0,0 +1 @@
+0.0001
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/window_size b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/window_size
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/params/window_size
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.runName b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.runName
new file mode 100644
index 00000000..c939f867
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.runName
@@ -0,0 +1 @@
+youthful-asp-60
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.git.commit b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.name b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.type b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.user b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/7006f024636640098282c48401f559be/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/meta.yaml b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/meta.yaml
new file mode 100644
index 00000000..a60d56e9
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/artifacts
+end_time: 1722593670335
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 70489e9ff69b4c35880aaa30878ed3cb
+run_name: popular-dog-441
+run_uuid: 70489e9ff69b4c35880aaa30878ed3cb
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593668579
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_hit b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_hit
new file mode 100644
index 00000000..d8298753
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_hit
@@ -0,0 +1,25 @@
+1722593668769 0.7980198264122009 0
+1722593668826 0.8198019862174988 0
+1722593668875 0.8148514628410339 0
+1722593668928 0.800990104675293 0
+1722593668979 0.7980198264122009 0
+1722593669031 0.7861385941505432 0
+1722593669078 0.7910891175270081 0
+1722593669123 0.7910891175270081 0
+1722593669173 0.802970290184021 0
+1722593669223 0.8198019862174988 0
+1722593669297 0.8554455637931824 0
+1722593669395 0.8663366436958313 0
+1722593669489 0.8851485252380371 0
+1722593669591 0.9514851570129395 0
+1722593669658 0.9564356207847595 0
+1722593669700 0.9712871313095093 0
+1722593669751 0.9801980257034302 0
+1722593669813 1.014851450920105 0
+1722593669875 1.0316832065582275 0
+1722593669966 1.0475248098373413 0
+1722593670068 1.0663366317749023 0
+1722593670151 1.0653464794158936 0
+1722593670201 1.0960396528244019 0
+1722593670259 1.1237623691558838 0
+1722593670320 1.1425743103027344 0
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_loss b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_loss
new file mode 100644
index 00000000..66e42486
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/train_loss
@@ -0,0 +1,25 @@
+1722593668753 0.6968086883425713 0
+1722593668811 0.6898432448506355 0
+1722593668863 0.6778651401400566 0
+1722593668916 0.6567418649792671 0
+1722593668965 0.6230830624699593 0
+1722593669016 0.5759623050689697 0
+1722593669067 0.5197334699332714 0
+1722593669111 0.46560749039053917 0
+1722593669163 0.4271968901157379 0
+1722593669211 0.40928247570991516 0
+1722593669280 0.4016006961464882 0
+1722593669382 0.3962883800268173 0
+1722593669472 0.39342356845736504 0
+1722593669581 0.39247407764196396 0
+1722593669645 0.3920695632696152 0
+1722593669690 0.3918464370071888 0
+1722593669736 0.3916924148797989 0
+1722593669797 0.39155957102775574 0
+1722593669859 0.39142951741814613 0
+1722593669949 0.39129430800676346 0
+1722593670054 0.39115502312779427 0
+1722593670138 0.39103079959750175 0
+1722593670185 0.39085159450769424 0
+1722593670245 0.3907063901424408 0
+1722593670304 0.39053528383374214 0
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_hit b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_hit
new file mode 100644
index 00000000..90c098ac
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_hit
@@ -0,0 +1,25 @@
+1722593668775 0.8849557638168335 0
+1722593668834 0.8407079577445984 0
+1722593668884 0.8407079577445984 0
+1722593668935 0.8672566413879395 0
+1722593668986 0.8141592741012573 0
+1722593669037 0.7964601516723633 0
+1722593669085 0.8053097128868103 0
+1722593669130 0.8053097128868103 0
+1722593669181 0.769911527633667 0
+1722593669229 0.7876105904579163 0
+1722593669305 0.7256637215614319 0
+1722593669403 0.7256637215614319 0
+1722593669500 0.7256637215614319 0
+1722593669599 0.7079645991325378 0
+1722593669663 0.7876105904579163 0
+1722593669708 0.8849557638168335 0
+1722593669761 0.8407079577445984 0
+1722593669821 0.7876105904579163 0
+1722593669883 0.76106196641922 0
+1722593669979 0.8230088353157043 0
+1722593670077 0.752212405204773 0
+1722593670156 0.7964601516723633 0
+1722593670208 0.7964601516723633 0
+1722593670268 0.8141592741012573 0
+1722593670328 0.7876105904579163 0
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_loss b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_loss
new file mode 100644
index 00000000..14120906
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/metrics/valid_loss
@@ -0,0 +1,25 @@
+1722593668761 0.6934698224067688 0
+1722593668818 0.6848064064979553 0
+1722593668869 0.6685786843299866 0
+1722593668922 0.641240119934082 0
+1722593668973 0.6001969575881958 0
+1722593669024 0.5470355153083801 0
+1722593669072 0.49006614089012146 0
+1722593669118 0.4430534839630127 0
+1722593669168 0.4171053469181061 0
+1722593669217 0.4070904850959778 0
+1722593669288 0.40103915333747864 0
+1722593669387 0.3968084454536438 0
+1722593669481 0.3951335549354553 0
+1722593669586 0.39435383677482605 0
+1722593669653 0.3937737047672272 0
+1722593669695 0.39349624514579773 0
+1722593669744 0.3934214413166046 0
+1722593669805 0.3934015929698944 0
+1722593669866 0.3934318721294403 0
+1722593669958 0.39337456226348877 0
+1722593670060 0.39332425594329834 0
+1722593670145 0.3932703137397766 0
+1722593670193 0.39332687854766846 0
+1722593670252 0.39333412051200867 0
+1722593670312 0.39336296916007996 0
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/batch_size b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/batch_size
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/batch_size
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/early_stop_threshold b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/early_stop_threshold
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/early_stop_threshold
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/hidden_dim b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/hidden_dim
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/hidden_dim
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/learning_rate b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/learning_rate
new file mode 100644
index 00000000..752f26d6
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/learning_rate
@@ -0,0 +1 @@
+0.0005
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/window_size b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/window_size
new file mode 100644
index 00000000..c7930257
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/params/window_size
@@ -0,0 +1 @@
+7
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.runName b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.runName
new file mode 100644
index 00000000..de959470
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.runName
@@ -0,0 +1 @@
+popular-dog-441
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.git.commit b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.name b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.type b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.user b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/70489e9ff69b4c35880aaa30878ed3cb/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/meta.yaml b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/meta.yaml
new file mode 100644
index 00000000..9a14562e
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/artifacts
+end_time: 1722593686798
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 74ab1cd581bf46e8aaba8c4814d6d32e
+run_name: incongruous-ram-994
+run_uuid: 74ab1cd581bf46e8aaba8c4814d6d32e
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593685079
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_hit b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_hit
new file mode 100644
index 00000000..388807ca
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_hit
@@ -0,0 +1,16 @@
+1722593685239 0.8069307208061218 0
+1722593685318 0.8089109063148499 0
+1722593685392 0.801980197429657 0
+1722593685525 0.800000011920929 0
+1722593685682 0.8118811845779419 0
+1722593685756 0.8168317079544067 0
+1722593685913 0.8128712773323059 0
+1722593685998 0.8178218007087708 0
+1722593686072 0.8287128806114197 0
+1722593686154 0.8366336822509766 0
+1722593686312 0.8752475380897522 0
+1722593686398 0.8742574453353882 0
+1722593686483 0.9277227520942688 0
+1722593686587 0.9188118577003479 0
+1722593686705 0.9049504995346069 0
+1722593686787 0.9237623810768127 0
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_loss b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_loss
new file mode 100644
index 00000000..fc9cc665
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/train_loss
@@ -0,0 +1,16 @@
+1722593685226 0.683207307010889 0
+1722593685308 0.6691723000258207 0
+1722593685382 0.6438278183341026 0
+1722593685511 0.5935984328389168 0
+1722593685664 0.5163120599463582 0
+1722593685740 0.4437274746596813 0
+1722593685900 0.40764519944787025 0
+1722593685987 0.39772614277899265 0
+1722593686062 0.3947475617751479 0
+1722593686141 0.3935211570933461 0
+1722593686298 0.39296729676425457 0
+1722593686383 0.39266384206712246 0
+1722593686468 0.3925606617704034 0
+1722593686573 0.39245858788490295 0
+1722593686692 0.39236529916524887 0
+1722593686774 0.3922831490635872 0
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_hit b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_hit
new file mode 100644
index 00000000..6c49c504
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_hit
@@ -0,0 +1,16 @@
+1722593685245 0.8407079577445984 0
+1722593685325 0.8761062026023865 0
+1722593685397 0.8672566413879395 0
+1722593685534 0.8761062026023865 0
+1722593685687 0.8495575189590454 0
+1722593685762 0.8584070801734924 0
+1722593685919 0.8407079577445984 0
+1722593686003 0.8053097128868103 0
+1722593686078 0.7964601516723633 0
+1722593686162 0.8141592741012573 0
+1722593686320 0.8053097128868103 0
+1722593686406 0.8230088353157043 0
+1722593686490 0.8141592741012573 0
+1722593686597 0.6991150379180908 0
+1722593686710 0.769911527633667 0
+1722593686793 0.769911527633667 0
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_loss b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_loss
new file mode 100644
index 00000000..8a696d17
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/metrics/valid_loss
@@ -0,0 +1,16 @@
+1722593685231 0.6763239502906799 0
+1722593685313 0.6587872505187988 0
+1722593685387 0.6228505969047546 0
+1722593685519 0.5561647415161133 0
+1722593685673 0.472768634557724 0
+1722593685748 0.4162254333496094 0
+1722593685907 0.39798372983932495 0
+1722593685993 0.3944478929042816 0
+1722593686067 0.3934408724308014 0
+1722593686148 0.3933664560317993 0
+1722593686305 0.3933604657649994 0
+1722593686390 0.3934531509876251 0
+1722593686476 0.3934715986251831 0
+1722593686580 0.3935999274253845 0
+1722593686698 0.39368703961372375 0
+1722593686781 0.3936408460140228 0
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/batch_size b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/batch_size
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/batch_size
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/early_stop_threshold b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/hidden_dim b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/hidden_dim
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/hidden_dim
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/learning_rate b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/learning_rate
new file mode 100644
index 00000000..4c7a7cb4
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/learning_rate
@@ -0,0 +1 @@
+0.0002
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/window_size b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/window_size
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/params/window_size
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.runName b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.runName
new file mode 100644
index 00000000..0ecd37b3
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.runName
@@ -0,0 +1 @@
+incongruous-ram-994
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.git.commit b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.name b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.type b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.user b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/74ab1cd581bf46e8aaba8c4814d6d32e/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/meta.yaml b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/meta.yaml
new file mode 100644
index 00000000..ccd453f6
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/artifacts
+end_time: 1722593674647
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: 7a2e98243c6c4b6cad816eebb9866e5a
+run_name: polite-fawn-729
+run_uuid: 7a2e98243c6c4b6cad816eebb9866e5a
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593673736
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_hit b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_hit
new file mode 100644
index 00000000..0caa3802
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_hit
@@ -0,0 +1,7 @@
+1722593673943 0.8326732516288757 0
+1722593674044 0.8316831588745117 0
+1722593674139 0.8425742387771606 0
+1722593674238 0.9485148787498474 0
+1722593674348 0.9356435537338257 0
+1722593674519 1.0118812322616577 0
+1722593674631 0.9940593838691711 0
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_loss b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_loss
new file mode 100644
index 00000000..79ceb801
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/train_loss
@@ -0,0 +1,7 @@
+1722593673927 0.6664820685982704 0
+1722593674028 0.5145253352820873 0
+1722593674124 0.4009509002789855 0
+1722593674223 0.393189188092947 0
+1722593674332 0.3925933325663209 0
+1722593674500 0.39221849758177996 0
+1722593674618 0.3919059634208679 0
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_hit b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_hit
new file mode 100644
index 00000000..de227c55
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_hit
@@ -0,0 +1,7 @@
+1722593673949 0.8849557638168335 0
+1722593674050 0.9646017551422119 0
+1722593674147 0.8495575189590454 0
+1722593674246 0.8407079577445984 0
+1722593674357 0.7964601516723633 0
+1722593674527 0.778761088848114 0
+1722593674639 0.8584070801734924 0
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_loss b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_loss
new file mode 100644
index 00000000..d598295b
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/metrics/valid_loss
@@ -0,0 +1,7 @@
+1722593673935 0.6192311644554138 0
+1722593674036 0.40778830647468567 0
+1722593674131 0.39382317662239075 0
+1722593674230 0.39366820454597473 0
+1722593674341 0.39376747608184814 0
+1722593674509 0.3937600255012512 0
+1722593674624 0.3937649726867676 0
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/batch_size b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/batch_size
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/batch_size
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/early_stop_threshold b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/early_stop_threshold
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/early_stop_threshold
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/hidden_dim b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/hidden_dim
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/hidden_dim
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/learning_rate b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/learning_rate
new file mode 100644
index 00000000..0618e14f
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/learning_rate
@@ -0,0 +1 @@
+0.0004
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/window_size b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/window_size
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/params/window_size
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.runName b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.runName
new file mode 100644
index 00000000..d6cf5805
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.runName
@@ -0,0 +1 @@
+polite-fawn-729
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.git.commit b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.name b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.type b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.user b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/7a2e98243c6c4b6cad816eebb9866e5a/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/meta.yaml b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/meta.yaml
new file mode 100644
index 00000000..1c795ea6
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/artifacts
+end_time: 1722593680803
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: c10c95d14a0246529f749d310c44a16e
+run_name: bemused-smelt-981
+run_uuid: c10c95d14a0246529f749d310c44a16e
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593674665
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_hit b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_hit
new file mode 100644
index 00000000..e0afa0af
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_hit
@@ -0,0 +1,64 @@
+1722593674785 0.8495049476623535 0
+1722593674842 0.8524752259254456 0
+1722593674894 0.8217821717262268 0
+1722593675067 0.8227722644805908 0
+1722593675131 0.8118811845779419 0
+1722593675195 0.803960382938385 0
+1722593675252 0.8079208135604858 0
+1722593675353 0.8069307208061218 0
+1722593675438 0.804950475692749 0
+1722593675500 0.801980197429657 0
+1722593675561 0.800000011920929 0
+1722593675626 0.8267326951026917 0
+1722593675730 0.8217821717262268 0
+1722593675811 0.8257426023483276 0
+1722593675869 0.8267326951026917 0
+1722593675998 0.8247524499893188 0
+1722593676147 0.8267326951026917 0
+1722593676268 0.8267326951026917 0
+1722593676323 0.8306930661201477 0
+1722593676377 0.8287128806114197 0
+1722593676437 0.8287128806114197 0
+1722593676493 0.8277227878570557 0
+1722593676619 0.8178218007087708 0
+1722593676791 0.8227722644805908 0
+1722593676923 0.8227722644805908 0
+1722593677105 0.8277227878570557 0
+1722593677161 0.8287128806114197 0
+1722593677295 0.8287128806114197 0
+1722593677352 0.8326732516288757 0
+1722593677414 0.8336633443832397 0
+1722593677478 0.8297029733657837 0
+1722593677540 0.8376237750053406 0
+1722593677658 0.8415841460227966 0
+1722593677711 0.8613861203193665 0
+1722593677765 0.8653465509414673 0
+1722593677831 0.8623762130737305 0
+1722593677893 0.8722772002220154 0
+1722593678016 0.8831683397293091 0
+1722593678107 0.893069326877594 0
+1722593678157 0.893069326877594 0
+1722593678213 0.909900963306427 0
+1722593678386 0.9287128448486328 0
+1722593678476 0.9455445408821106 0
+1722593678608 0.9613861441612244 0
+1722593678659 0.9603960514068604 0
+1722593678709 0.9702970385551453 0
+1722593679008 0.9821782112121582 0
+1722593679246 0.9772277474403381 0
+1722593679496 0.997029721736908 0
+1722593679708 1.0 0
+1722593679833 1.008910894393921 0
+1722593679914 1.0118812322616577 0
+1722593680059 1.016831636428833 0
+1722593680188 1.0247524976730347 0
+1722593680280 1.0346534252166748 0
+1722593680323 1.0465346574783325 0
+1722593680366 1.0445544719696045 0
+1722593680409 1.0465346574783325 0
+1722593680452 1.0465346574783325 0
+1722593680496 1.0603960752487183 0
+1722593680538 1.0554455518722534 0
+1722593680669 1.0683168172836304 0
+1722593680727 1.0712871551513672 0
+1722593680788 1.0920791625976562 0
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_loss b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_loss
new file mode 100644
index 00000000..7c96a7f8
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/train_loss
@@ -0,0 +1,64 @@
+1722593674769 0.6984524577856064 0
+1722593674830 0.6954862922430038 0
+1722593674880 0.6920184083282948 0
+1722593675051 0.6875252276659012 0
+1722593675118 0.6814459301531315 0
+1722593675178 0.6730459406971931 0
+1722593675241 0.6616937518119812 0
+1722593675338 0.6469073854386806 0
+1722593675421 0.6287392862141132 0
+1722593675489 0.6074997149407864 0
+1722593675547 0.5834472589194775 0
+1722593675611 0.5574497729539871 0
+1722593675713 0.5304101817309856 0
+1722593675796 0.5035293493419886 0
+1722593675856 0.47835635021328926 0
+1722593675980 0.45658789202570915 0
+1722593676131 0.43898459151387215 0
+1722593676255 0.42578133940696716 0
+1722593676310 0.4162955414503813 0
+1722593676365 0.4098402354866266 0
+1722593676422 0.4054719004780054 0
+1722593676480 0.4024197943508625 0
+1722593676597 0.40022935904562473 0
+1722593676777 0.39850240014493465 0
+1722593676902 0.39725241623818874 0
+1722593677050 0.39631070010364056 0
+1722593677149 0.3955208361148834 0
+1722593677280 0.39486080408096313 0
+1722593677338 0.39435628801584244 0
+1722593677400 0.39393047243356705 0
+1722593677462 0.3936442881822586 0
+1722593677524 0.3933602590113878 0
+1722593677644 0.3931396044790745 0
+1722593677699 0.39296028204262257 0
+1722593677755 0.3927901815623045 0
+1722593677817 0.39269140735268593 0
+1722593677882 0.3925427198410034 0
+1722593678001 0.39247133769094944 0
+1722593678096 0.3924209978431463 0
+1722593678145 0.3923522885888815 0
+1722593678202 0.3922652639448643 0
+1722593678254 0.39221665635704994 0
+1722593678423 0.3921586163341999 0
+1722593678597 0.39212382212281227 0
+1722593678647 0.39209566451609135 0
+1722593678697 0.39203594997525215 0
+1722593678962 0.3920145705342293 0
+1722593679233 0.39197810366749763 0
+1722593679438 0.39190313033759594 0
+1722593679688 0.3918923605233431 0
+1722593679815 0.39182794094085693 0
+1722593679899 0.39179182797670364 0
+1722593680048 0.39176528714597225 0
+1722593680177 0.3917190134525299 0
+1722593680269 0.3916872404515743 0
+1722593680313 0.39164222963154316 0
+1722593680355 0.3915961980819702 0
+1722593680399 0.39154867827892303 0
+1722593680442 0.3915173765271902 0
+1722593680486 0.3914665337651968 0
+1722593680529 0.3914449792355299 0
+1722593680655 0.39140052907168865 0
+1722593680711 0.3913428895175457 0
+1722593680775 0.39128886722028255 0
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_hit b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_hit
new file mode 100644
index 00000000..c83e4a0a
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_hit
@@ -0,0 +1,64 @@
+1722593674793 0.7876105904579163 0
+1722593674848 0.778761088848114 0
+1722593674901 0.8230088353157043 0
+1722593675074 0.8230088353157043 0
+1722593675140 0.8495575189590454 0
+1722593675204 0.8230088353157043 0
+1722593675258 0.7964601516723633 0
+1722593675360 0.7433628439903259 0
+1722593675446 0.7168141603469849 0
+1722593675507 0.6814159154891968 0
+1722593675569 0.7168141603469849 0
+1722593675634 0.7433628439903259 0
+1722593675740 0.7433628439903259 0
+1722593675817 0.752212405204773 0
+1722593675877 0.7256637215614319 0
+1722593676008 0.7256637215614319 0
+1722593676153 0.7256637215614319 0
+1722593676274 0.7256637215614319 0
+1722593676329 0.7256637215614319 0
+1722593676383 0.7345132827758789 0
+1722593676443 0.7433628439903259 0
+1722593676499 0.7256637215614319 0
+1722593676628 0.7433628439903259 0
+1722593676800 0.7345132827758789 0
+1722593676974 0.7345132827758789 0
+1722593677113 0.7079645991325378 0
+1722593677173 0.7168141603469849 0
+1722593677301 0.752212405204773 0
+1722593677360 0.752212405204773 0
+1722593677421 0.7079645991325378 0
+1722593677486 0.7256637215614319 0
+1722593677554 0.7256637215614319 0
+1722593677664 0.778761088848114 0
+1722593677719 0.7876105904579163 0
+1722593677771 0.7433628439903259 0
+1722593677839 0.76106196641922 0
+1722593677899 0.7345132827758789 0
+1722593678062 0.752212405204773 0
+1722593678115 0.7433628439903259 0
+1722593678163 0.752212405204773 0
+1722593678219 0.76106196641922 0
+1722593678392 0.752212405204773 0
+1722593678565 0.7876105904579163 0
+1722593678614 0.76106196641922 0
+1722593678664 0.7876105904579163 0
+1722593678715 0.7876105904579163 0
+1722593679023 0.7876105904579163 0
+1722593679252 0.8141592741012573 0
+1722593679503 0.769911527633667 0
+1722593679718 0.76106196641922 0
+1722593679843 0.7433628439903259 0
+1722593679932 0.7876105904579163 0
+1722593680067 0.8053097128868103 0
+1722593680194 0.7876105904579163 0
+1722593680285 0.7964601516723633 0
+1722593680328 0.7876105904579163 0
+1722593680371 0.769911527633667 0
+1722593680414 0.778761088848114 0
+1722593680458 0.778761088848114 0
+1722593680501 0.769911527633667 0
+1722593680543 0.769911527633667 0
+1722593680674 0.778761088848114 0
+1722593680735 0.7964601516723633 0
+1722593680795 0.76106196641922 0
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_loss b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_loss
new file mode 100644
index 00000000..7058cf95
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/metrics/valid_loss
@@ -0,0 +1,64 @@
+1722593674777 0.697426974773407 0
+1722593674836 0.6943343877792358 0
+1722593674887 0.6904897689819336 0
+1722593675059 0.6853786110877991 0
+1722593675125 0.6782805919647217 0
+1722593675187 0.6685588359832764 0
+1722593675247 0.6556117534637451 0
+1722593675346 0.6392710208892822 0
+1722593675429 0.619665801525116 0
+1722593675494 0.5970444083213806 0
+1722593675556 0.5720406174659729 0
+1722593675618 0.5455201864242554 0
+1722593675722 0.518610954284668 0
+1722593675802 0.4927070736885071 0
+1722593675863 0.4694080650806427 0
+1722593675990 0.44995975494384766 0
+1722593676139 0.434892863035202 0
+1722593676262 0.4239080250263214 0
+1722593676317 0.4161818325519562 0
+1722593676371 0.41088539361953735 0
+1722593676428 0.4072047173976898 0
+1722593676487 0.4045502841472626 0
+1722593676609 0.4025142788887024 0
+1722593676785 0.4009431302547455 0
+1722593676916 0.3996661603450775 0
+1722593677098 0.3986494243144989 0
+1722593677154 0.3977902829647064 0
+1722593677288 0.39707741141319275 0
+1722593677346 0.396518737077713 0
+1722593677408 0.39606133103370667 0
+1722593677470 0.39566895365715027 0
+1722593677531 0.39533451199531555 0
+1722593677653 0.3950883448123932 0
+1722593677704 0.39487937092781067 0
+1722593677760 0.3946985602378845 0
+1722593677822 0.39454391598701477 0
+1722593677887 0.39438390731811523 0
+1722593678008 0.39426761865615845 0
+1722593678101 0.3941364586353302 0
+1722593678151 0.39409390091896057 0
+1722593678207 0.3940376937389374 0
+1722593678300 0.39396294951438904 0
+1722593678430 0.39390575885772705 0
+1722593678602 0.3938447833061218 0
+1722593678652 0.3938307464122772 0
+1722593678703 0.3937896490097046 0
+1722593678995 0.39374828338623047 0
+1722593679239 0.39372342824935913 0
+1722593679477 0.3937203586101532 0
+1722593679699 0.3936707377433777 0
+1722593679824 0.3936614692211151 0
+1722593679907 0.393629789352417 0
+1722593680053 0.39362832903862 0
+1722593680182 0.39363953471183777 0
+1722593680275 0.3935995101928711 0
+1722593680318 0.3936137855052948 0
+1722593680360 0.39361512660980225 0
+1722593680404 0.3936018943786621 0
+1722593680447 0.39357879757881165 0
+1722593680491 0.3936120271682739 0
+1722593680534 0.39362382888793945 0
+1722593680663 0.39363452792167664 0
+1722593680719 0.39360615611076355 0
+1722593680782 0.39361709356307983 0
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/batch_size b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/batch_size
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/batch_size
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/early_stop_threshold b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/hidden_dim b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/hidden_dim
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/hidden_dim
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/learning_rate b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/learning_rate
new file mode 100644
index 00000000..afa32d60
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/learning_rate
@@ -0,0 +1 @@
+0.0001
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/window_size b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/window_size
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/params/window_size
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.runName b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.runName
new file mode 100644
index 00000000..e4de8912
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.runName
@@ -0,0 +1 @@
+bemused-smelt-981
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.git.commit b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.name b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.type b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.user b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/c10c95d14a0246529f749d310c44a16e/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/meta.yaml b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/meta.yaml
new file mode 100644
index 00000000..02d6f4dc
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/artifacts
+end_time: 1722593704209
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: c44eb403f2354b2bb04ac4e843cf9e1d
+run_name: enthused-snake-811
+run_uuid: c44eb403f2354b2bb04ac4e843cf9e1d
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593702683
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_hit b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_hit
new file mode 100644
index 00000000..56071dba
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_hit
@@ -0,0 +1,13 @@
+1722593702852 0.7960395812988281 0
+1722593702960 0.8217821717262268 0
+1722593703090 0.8396039605140686 0
+1722593703209 0.9178217649459839 0
+1722593703327 0.9851484894752502 0
+1722593703437 1.0227723121643066 0
+1722593703544 1.111881136894226 0
+1722593703648 1.1049505472183228 0
+1722593703773 1.1287128925323486 0
+1722593703878 1.2366336584091187 0
+1722593703985 1.3148515224456787 0
+1722593704088 1.3297029733657837 0
+1722593704198 1.4415841102600098 0
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_loss b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_loss
new file mode 100644
index 00000000..d1c84f5c
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/train_loss
@@ -0,0 +1,13 @@
+1722593702841 0.6705749463289976 0
+1722593702950 0.5457165623083711 0
+1722593703079 0.4033926809206605 0
+1722593703198 0.3930351957678795 0
+1722593703317 0.3923552753403783 0
+1722593703427 0.391918727196753 0
+1722593703534 0.3915920276194811 0
+1722593703637 0.3912303298711777 0
+1722593703763 0.3907438823953271 0
+1722593703868 0.3903252389281988 0
+1722593703975 0.3897656761109829 0
+1722593704078 0.38921886682510376 0
+1722593704188 0.3887042347341776 0
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_hit b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_hit
new file mode 100644
index 00000000..8708f4f7
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_hit
@@ -0,0 +1,13 @@
+1722593702857 0.8761062026023865 0
+1722593702965 0.9203540086746216 0
+1722593703096 0.8938053250312805 0
+1722593703214 0.8318583965301514 0
+1722593703333 0.8230088353157043 0
+1722593703442 0.7876105904579163 0
+1722593703550 0.8672566413879395 0
+1722593703653 0.8318583965301514 0
+1722593703778 0.8318583965301514 0
+1722593703883 0.8407079577445984 0
+1722593703990 0.8141592741012573 0
+1722593704095 0.8407079577445984 0
+1722593704203 0.8141592741012573 0
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_loss b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_loss
new file mode 100644
index 00000000..bd94ef67
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/metrics/valid_loss
@@ -0,0 +1,13 @@
+1722593702847 0.6359583139419556 0
+1722593702955 0.4290696680545807 0
+1722593703085 0.39458492398262024 0
+1722593703204 0.3937147557735443 0
+1722593703322 0.39379018545150757 0
+1722593703432 0.3939265310764313 0
+1722593703539 0.3936919569969177 0
+1722593703643 0.39362218976020813 0
+1722593703768 0.39383795857429504 0
+1722593703873 0.3937537968158722 0
+1722593703980 0.3936302959918976 0
+1722593704083 0.3936593234539032 0
+1722593704193 0.39366573095321655 0
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/batch_size b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/batch_size
new file mode 100644
index 00000000..1758dddc
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/batch_size
@@ -0,0 +1 @@
+32
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/early_stop_threshold b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/hidden_dim b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/hidden_dim
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/hidden_dim
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/learning_rate b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/learning_rate
new file mode 100644
index 00000000..4c7a7cb4
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/learning_rate
@@ -0,0 +1 @@
+0.0002
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/window_size b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/window_size
new file mode 100644
index 00000000..c7930257
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/params/window_size
@@ -0,0 +1 @@
+7
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.runName b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.runName
new file mode 100644
index 00000000..ecbf89d5
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.runName
@@ -0,0 +1 @@
+enthused-snake-811
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.git.commit b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.name b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.type b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.user b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/c44eb403f2354b2bb04ac4e843cf9e1d/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/meta.yaml b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/meta.yaml
new file mode 100644
index 00000000..1a224b27
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/artifacts
+end_time: 1722593690926
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: d55497f12f2e465b923787fd888b38ba
+run_name: suave-shrimp-421
+run_uuid: d55497f12f2e465b923787fd888b38ba
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593686821
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_hit b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_hit
new file mode 100644
index 00000000..48c7acc0
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_hit
@@ -0,0 +1,57 @@
+1722593686952 0.7722772359848022 0
+1722593687010 0.7693069577217102 0
+1722593687079 0.7663366198539734 0
+1722593687299 0.7732673287391663 0
+1722593687352 0.7643564343452454 0
+1722593687399 0.7673267126083374 0
+1722593687453 0.7732673287391663 0
+1722593687508 0.7821782231330872 0
+1722593687614 0.7801980376243591 0
+1722593687761 0.7752475142478943 0
+1722593687914 0.7683168053627014 0
+1722593687966 0.7683168053627014 0
+1722593688013 0.7792079448699951 0
+1722593688062 0.7742574214935303 0
+1722593688115 0.7792079448699951 0
+1722593688160 0.7772276997566223 0
+1722593688217 0.7811881303787231 0
+1722593688265 0.7970296740531921 0
+1722593688352 0.7950494885444641 0
+1722593688444 0.8326732516288757 0
+1722593688492 0.8435643315315247 0
+1722593688543 0.8544554710388184 0
+1722593688685 0.8544554710388184 0
+1722593688809 0.8574257493019104 0
+1722593688859 0.8732673525810242 0
+1722593688913 0.8831683397293091 0
+1722593688963 0.895049512386322 0
+1722593689011 0.8851485252380371 0
+1722593689116 0.8900989890098572 0
+1722593689246 0.894059419631958 0
+1722593689441 0.8990098834037781 0
+1722593689496 0.896039605140686 0
+1722593689544 0.9108911156654358 0
+1722593689594 0.9108911156654358 0
+1722593689645 0.9158415794372559 0
+1722593689704 0.9118812084197998 0
+1722593689817 0.9128713011741638 0
+1722593689880 0.9366336464881897 0
+1722593689944 0.9455445408821106 0
+1722593690002 0.9584158658981323 0
+1722593690053 0.9475247263908386 0
+1722593690099 0.9564356207847595 0
+1722593690143 0.9603960514068604 0
+1722593690189 0.9485148787498474 0
+1722593690233 0.9534653425216675 0
+1722593690281 0.9633663296699524 0
+1722593690332 0.9821782112121582 0
+1722593690376 0.9742574095726013 0
+1722593690426 0.9891089200973511 0
+1722593690478 0.9782178401947021 0
+1722593690527 0.9792079329490662 0
+1722593690572 0.996039628982544 0
+1722593690625 0.997029721736908 0
+1722593690719 0.9930692911148071 0
+1722593690828 1.0118812322616577 0
+1722593690875 1.0069307088851929 0
+1722593690915 1.0178217887878418 0
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_loss b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_loss
new file mode 100644
index 00000000..a3ce6dc8
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/train_loss
@@ -0,0 +1,57 @@
+1722593686939 0.6987909972667694 0
+1722593686995 0.6939107179641724 0
+1722593687066 0.6883261501789093 0
+1722593687158 0.681448794901371 0
+1722593687337 0.6725970283150673 0
+1722593687387 0.6608263999223709 0
+1722593687437 0.6450479552149773 0
+1722593687498 0.6243126094341278 0
+1722593687597 0.5978134423494339 0
+1722593687744 0.5655463188886642 0
+1722593687896 0.528836265206337 0
+1722593687951 0.49067025631666183 0
+1722593688001 0.45563897117972374 0
+1722593688052 0.4283668287098408 0
+1722593688100 0.4109125882387161 0
+1722593688150 0.4021715261042118 0
+1722593688203 0.3984352611005306 0
+1722593688254 0.39665891975164413 0
+1722593688338 0.3953155502676964 0
+1722593688429 0.3943393975496292 0
+1722593688479 0.39363639429211617 0
+1722593688527 0.3932194523513317 0
+1722593688671 0.3929522633552551 0
+1722593688798 0.3927826061844826 0
+1722593688843 0.392657145857811 0
+1722593688899 0.3925721012055874 0
+1722593688951 0.3925020471215248 0
+1722593689000 0.39243919402360916 0
+1722593689098 0.3924137353897095 0
+1722593689229 0.3923571780323982 0
+1722593689425 0.39228474348783493 0
+1722593689483 0.39225420355796814 0
+1722593689533 0.39222176745533943 0
+1722593689583 0.39217833802103996 0
+1722593689635 0.3921329379081726 0
+1722593689691 0.39208629727363586 0
+1722593689804 0.39205901324748993 0
+1722593689864 0.39200977981090546 0
+1722593689927 0.3919827491044998 0
+1722593689990 0.39193199947476387 0
+1722593690040 0.3918753042817116 0
+1722593690086 0.3918413482606411 0
+1722593690133 0.39180610701441765 0
+1722593690178 0.3917432613670826 0
+1722593690221 0.39169783890247345 0
+1722593690269 0.39167138561606407 0
+1722593690319 0.39163685217499733 0
+1722593690366 0.3915857896208763 0
+1722593690412 0.39152638986706734 0
+1722593690464 0.3914845660328865 0
+1722593690516 0.3914460875093937 0
+1722593690561 0.3914060853421688 0
+1722593690612 0.3913484625518322 0
+1722593690665 0.39130302518606186 0
+1722593690817 0.3912544287741184 0
+1722593690864 0.39119816571474075 0
+1722593690904 0.3911517634987831 0
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_hit b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_hit
new file mode 100644
index 00000000..8d604696
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_hit
@@ -0,0 +1,57 @@
+1722593686959 0.7964601516723633 0
+1722593687017 0.7433628439903259 0
+1722593687085 0.7345132827758789 0
+1722593687304 0.752212405204773 0
+1722593687357 0.7433628439903259 0
+1722593687407 0.7433628439903259 0
+1722593687462 0.7345132827758789 0
+1722593687514 0.7433628439903259 0
+1722593687620 0.7256637215614319 0
+1722593687769 0.7079645991325378 0
+1722593687921 0.6814159154891968 0
+1722593687972 0.6991150379180908 0
+1722593688019 0.7079645991325378 0
+1722593688070 0.7168141603469849 0
+1722593688120 0.6991150379180908 0
+1722593688166 0.7345132827758789 0
+1722593688222 0.752212405204773 0
+1722593688271 0.6991150379180908 0
+1722593688360 0.7256637215614319 0
+1722593688452 0.76106196641922 0
+1722593688497 0.752212405204773 0
+1722593688550 0.778761088848114 0
+1722593688694 0.7433628439903259 0
+1722593688816 0.769911527633667 0
+1722593688867 0.752212405204773 0
+1722593688919 0.7876105904579163 0
+1722593688968 0.7876105904579163 0
+1722593689019 0.8053097128868103 0
+1722593689124 0.778761088848114 0
+1722593689252 0.778761088848114 0
+1722593689450 0.7876105904579163 0
+1722593689503 0.769911527633667 0
+1722593689549 0.7964601516723633 0
+1722593689601 0.778761088848114 0
+1722593689650 0.7964601516723633 0
+1722593689713 0.76106196641922 0
+1722593689824 0.7964601516723633 0
+1722593689888 0.8053097128868103 0
+1722593689953 0.7876105904579163 0
+1722593690009 0.76106196641922 0
+1722593690059 0.8053097128868103 0
+1722593690105 0.8141592741012573 0
+1722593690148 0.7876105904579163 0
+1722593690195 0.769911527633667 0
+1722593690238 0.8318583965301514 0
+1722593690287 0.8318583965301514 0
+1722593690339 0.8141592741012573 0
+1722593690381 0.7964601516723633 0
+1722593690431 0.8495575189590454 0
+1722593690484 0.8407079577445984 0
+1722593690532 0.8318583965301514 0
+1722593690578 0.8318583965301514 0
+1722593690631 0.8495575189590454 0
+1722593690726 0.8230088353157043 0
+1722593690833 0.8495575189590454 0
+1722593690880 0.8495575189590454 0
+1722593690921 0.8584070801734924 0
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_loss b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_loss
new file mode 100644
index 00000000..72861ab4
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/metrics/valid_loss
@@ -0,0 +1,57 @@
+1722593686945 0.6960775852203369 0
+1722593687002 0.6908615827560425 0
+1722593687072 0.6846983432769775 0
+1722593687167 0.6769116520881653 0
+1722593687345 0.6665869951248169 0
+1722593687393 0.652737557888031 0
+1722593687445 0.6343133449554443 0
+1722593687503 0.6104580760002136 0
+1722593687608 0.580644965171814 0
+1722593687751 0.5455358624458313 0
+1722593687905 0.5074164271354675 0
+1722593687959 0.4702097475528717 0
+1722593688006 0.43884357810020447 0
+1722593688057 0.4169728755950928 0
+1722593688107 0.4049220383167267 0
+1722593688155 0.3997046947479248 0
+1722593688212 0.3975651264190674 0
+1722593688260 0.396257221698761 0
+1722593688346 0.3952176868915558 0
+1722593688437 0.39454516768455505 0
+1722593688487 0.39413782954216003 0
+1722593688535 0.3939191997051239 0
+1722593688676 0.39378634095191956 0
+1722593688804 0.39370617270469666 0
+1722593688851 0.39363977313041687 0
+1722593688905 0.39357203245162964 0
+1722593688958 0.3935522735118866 0
+1722593689006 0.3935399353504181 0
+1722593689107 0.3935503363609314 0
+1722593689237 0.39351746439933777 0
+1722593689433 0.3934783935546875 0
+1722593689489 0.39346006512641907 0
+1722593689539 0.3934359848499298 0
+1722593689589 0.39344727993011475 0
+1722593689640 0.3934308886528015 0
+1722593689698 0.3934352695941925 0
+1722593689810 0.39342978596687317 0
+1722593689872 0.3933786153793335 0
+1722593689935 0.39338019490242004 0
+1722593689997 0.3933672308921814 0
+1722593690046 0.393342524766922 0
+1722593690092 0.3933615982532501 0
+1722593690138 0.3933775722980499 0
+1722593690183 0.39336782693862915 0
+1722593690228 0.393350213766098 0
+1722593690276 0.39334237575531006 0
+1722593690326 0.393342524766922 0
+1722593690371 0.3933529853820801 0
+1722593690420 0.3933236300945282 0
+1722593690471 0.3932950496673584 0
+1722593690522 0.3932662010192871 0
+1722593690567 0.39325469732284546 0
+1722593690619 0.3932572305202484 0
+1722593690675 0.39329394698143005 0
+1722593690823 0.39328619837760925 0
+1722593690870 0.39327332377433777 0
+1722593690910 0.3932885527610779 0
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/batch_size b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/batch_size
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/batch_size
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/early_stop_threshold b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/hidden_dim b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/hidden_dim
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/hidden_dim
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/learning_rate b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/learning_rate
new file mode 100644
index 00000000..4c7a7cb4
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/learning_rate
@@ -0,0 +1 @@
+0.0002
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/window_size b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/window_size
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/params/window_size
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.runName b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.runName
new file mode 100644
index 00000000..cf71cec7
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.runName
@@ -0,0 +1 @@
+suave-shrimp-421
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.git.commit b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.name b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.type b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.user b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/d55497f12f2e465b923787fd888b38ba/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/meta.yaml b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/meta.yaml
new file mode 100644
index 00000000..9246d8c6
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/artifacts
+end_time: 1722593705194
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: d8c7918bb60248859f34389b136b9a94
+run_name: capricious-shrike-98
+run_uuid: d8c7918bb60248859f34389b136b9a94
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593704227
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_hit b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_hit
new file mode 100644
index 00000000..eae6324a
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_hit
@@ -0,0 +1,16 @@
+1722593704364 0.7960395812988281 0
+1722593704421 0.7990099191665649 0
+1722593704476 0.815841555595398 0
+1722593704536 0.800000011920929 0
+1722593704587 0.815841555595398 0
+1722593704638 0.800000011920929 0
+1722593704689 0.7960395812988281 0
+1722593704739 0.804950475692749 0
+1722593704787 0.8118811845779419 0
+1722593704834 0.8069307208061218 0
+1722593704884 0.800000011920929 0
+1722593704932 0.8207920789718628 0
+1722593704981 0.8485148549079895 0
+1722593705029 0.8653465509414673 0
+1722593705114 0.8742574453353882 0
+1722593705183 0.905940592288971 0
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_loss b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_loss
new file mode 100644
index 00000000..5edae2ba
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/train_loss
@@ -0,0 +1,16 @@
+1722593704349 0.6912255585193634 0
+1722593704409 0.6833665110170841 0
+1722593704466 0.6721771955490112 0
+1722593704524 0.6525882482528687 0
+1722593704577 0.6174325421452522 0
+1722593704628 0.5614796280860901 0
+1722593704678 0.4910377375781536 0
+1722593704729 0.4324712436646223 0
+1722593704777 0.4054483287036419 0
+1722593704825 0.3984830379486084 0
+1722593704873 0.3955398555845022 0
+1722593704922 0.39394654892385006 0
+1722593704971 0.3932134471833706 0
+1722593705019 0.3928763419389725 0
+1722593705101 0.3926787879317999 0
+1722593705171 0.39253594540059566 0
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_hit b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_hit
new file mode 100644
index 00000000..c9aa0722
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_hit
@@ -0,0 +1,16 @@
+1722593704369 0.8318583965301514 0
+1722593704426 0.8407079577445984 0
+1722593704482 0.8672566413879395 0
+1722593704541 0.8318583965301514 0
+1722593704592 0.8495575189590454 0
+1722593704643 0.9292035102844238 0
+1722593704694 0.9557521939277649 0
+1722593704744 0.9292035102844238 0
+1722593704791 0.9557521939277649 0
+1722593704839 0.9469026327133179 0
+1722593704889 0.9380530714988708 0
+1722593704937 0.8672566413879395 0
+1722593704986 0.8761062026023865 0
+1722593705035 0.8141592741012573 0
+1722593705120 0.76106196641922 0
+1722593705188 0.8230088353157043 0
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_loss b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_loss
new file mode 100644
index 00000000..eba1730c
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/metrics/valid_loss
@@ -0,0 +1,16 @@
+1722593704355 0.687366247177124 0
+1722593704415 0.6785140633583069 0
+1722593704471 0.6639800667762756 0
+1722593704530 0.6373488306999207 0
+1722593704582 0.5912692546844482 0
+1722593704633 0.5243804454803467 0
+1722593704683 0.45417320728302 0
+1722593704734 0.4110710620880127 0
+1722593704782 0.39829686284065247 0
+1722593704830 0.39530232548713684 0
+1722593704879 0.3939489722251892 0
+1722593704927 0.39348605275154114 0
+1722593704976 0.3934784531593323 0
+1722593705024 0.39357608556747437 0
+1722593705107 0.39354830980300903 0
+1722593705177 0.3935963809490204 0
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/batch_size b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/batch_size
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/batch_size
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/early_stop_threshold b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/early_stop_threshold
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/early_stop_threshold
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/hidden_dim b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/hidden_dim
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/hidden_dim
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/learning_rate b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/learning_rate
new file mode 100644
index 00000000..4c7a7cb4
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/learning_rate
@@ -0,0 +1 @@
+0.0002
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/window_size b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/window_size
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/params/window_size
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.runName b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.runName
new file mode 100644
index 00000000..15306c8a
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.runName
@@ -0,0 +1 @@
+capricious-shrike-98
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.git.commit b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.name b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.type b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.user b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/d8c7918bb60248859f34389b136b9a94/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/meta.yaml b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/meta.yaml
new file mode 100644
index 00000000..f502096f
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/artifacts
+end_time: 1722593710622
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: e557d4be521b4c9da1c67af061098a1c
+run_name: wise-carp-207
+run_uuid: e557d4be521b4c9da1c67af061098a1c
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593707761
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_hit b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_hit
new file mode 100644
index 00000000..0dcb7318
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_hit
@@ -0,0 +1,36 @@
+1722593708004 0.8178218007087708 0
+1722593708206 0.8227722644805908 0
+1722593708271 0.8148514628410339 0
+1722593708467 0.8128712773323059 0
+1722593708563 0.803960382938385 0
+1722593708627 0.7930693030357361 0
+1722593708687 0.7861385941505432 0
+1722593708747 0.802970290184021 0
+1722593708807 0.8455445766448975 0
+1722593708866 0.89207923412323 0
+1722593708925 0.9198019504547119 0
+1722593709044 0.9415841698646545 0
+1722593709133 0.9603960514068604 0
+1722593709183 1.0049505233764648 0
+1722593709241 1.0198019742965698 0
+1722593709306 1.016831636428833 0
+1722593709385 1.0346534252166748 0
+1722593709461 1.0544553995132446 0
+1722593709523 1.0673267841339111 0
+1722593709589 1.080198049545288 0
+1722593709653 1.111881136894226 0
+1722593709711 1.1138614416122437 0
+1722593709782 1.1465346813201904 0
+1722593709860 1.1811881065368652 0
+1722593709922 1.200990080833435 0
+1722593709983 1.211881160736084 0
+1722593710041 1.2524752616882324 0
+1722593710109 1.2643564939498901 0
+1722593710187 1.3148515224456787 0
+1722593710333 1.2910890579223633 0
+1722593710381 1.3633663654327393 0
+1722593710426 1.3970297574996948 0
+1722593710470 1.4178217649459839 0
+1722593710517 1.4465346336364746 0
+1722593710566 1.4524751901626587 0
+1722593710612 1.4930692911148071 0
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_loss b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_loss
new file mode 100644
index 00000000..3aac9bc6
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/train_loss
@@ -0,0 +1,36 @@
+1722593707992 0.6883562579751015 0
+1722593708189 0.6737560033798218 0
+1722593708257 0.6504278257489204 0
+1722593708448 0.6095384806394577 0
+1722593708550 0.5443869531154633 0
+1722593708613 0.46536486595869064 0
+1722593708676 0.4113145284354687 0
+1722593708731 0.4017953723669052 0
+1722593708795 0.39924995601177216 0
+1722593708852 0.3935338221490383 0
+1722593708913 0.39275602996349335 0
+1722593709017 0.3925537206232548 0
+1722593709123 0.39202558621764183 0
+1722593709173 0.3918900229036808 0
+1722593709229 0.39171669632196426 0
+1722593709291 0.3915335014462471 0
+1722593709368 0.3914152532815933 0
+1722593709444 0.39124877005815506 0
+1722593709507 0.39110661670565605 0
+1722593709575 0.3909839689731598 0
+1722593709639 0.3907925859093666 0
+1722593709698 0.3906277231872082 0
+1722593709765 0.3904363438487053 0
+1722593709844 0.39025304839015007 0
+1722593709908 0.39008139818906784 0
+1722593709973 0.3898984231054783 0
+1722593710028 0.38964636996388435 0
+1722593710095 0.38945576548576355 0
+1722593710159 0.389218058437109 0
+1722593710321 0.38900185748934746 0
+1722593710371 0.38874464109539986 0
+1722593710416 0.38850195705890656 0
+1722593710460 0.38820043578743935 0
+1722593710507 0.38793786615133286 0
+1722593710556 0.38765181228518486 0
+1722593710601 0.3873279020190239 0
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_hit b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_hit
new file mode 100644
index 00000000..f62d6438
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_hit
@@ -0,0 +1,36 @@
+1722593708010 0.6991150379180908 0
+1722593708213 0.778761088848114 0
+1722593708279 0.7345132827758789 0
+1722593708473 0.778761088848114 0
+1722593708570 0.76106196641922 0
+1722593708635 0.752212405204773 0
+1722593708694 0.7433628439903259 0
+1722593708754 0.778761088848114 0
+1722593708812 0.7964601516723633 0
+1722593708873 0.8495575189590454 0
+1722593708935 0.8230088353157043 0
+1722593709050 0.8672566413879395 0
+1722593709139 0.8761062026023865 0
+1722593709189 0.7964601516723633 0
+1722593709248 0.8053097128868103 0
+1722593709314 0.8053097128868103 0
+1722593709394 0.8407079577445984 0
+1722593709468 0.7876105904579163 0
+1722593709529 0.8407079577445984 0
+1722593709598 0.8318583965301514 0
+1722593709659 0.8230088353157043 0
+1722593709720 0.8407079577445984 0
+1722593709791 0.8141592741012573 0
+1722593709868 0.8407079577445984 0
+1722593709930 0.8584070801734924 0
+1722593709989 0.8407079577445984 0
+1722593710046 0.7964601516723633 0
+1722593710115 0.8938053250312805 0
+1722593710272 0.8495575189590454 0
+1722593710338 0.8141592741012573 0
+1722593710386 0.8761062026023865 0
+1722593710431 0.8584070801734924 0
+1722593710476 0.8230088353157043 0
+1722593710522 0.8761062026023865 0
+1722593710571 0.8230088353157043 0
+1722593710617 0.8495575189590454 0
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_loss b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_loss
new file mode 100644
index 00000000..bff1cdd9
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/metrics/valid_loss
@@ -0,0 +1,36 @@
+1722593707999 0.6809436082839966 0
+1722593708198 0.6630597114562988 0
+1722593708264 0.6316905617713928 0
+1722593708456 0.5780203938484192 0
+1722593708557 0.5011304616928101 0
+1722593708620 0.4285511076450348 0
+1722593708682 0.4029158651828766 0
+1722593708739 0.40330538153648376 0
+1722593708801 0.3966236412525177 0
+1722593708859 0.39393797516822815 0
+1722593708918 0.39404189586639404 0
+1722593709030 0.3933880031108856 0
+1722593709127 0.3930591940879822 0
+1722593709179 0.3930548131465912 0
+1722593709234 0.39300426840782166 0
+1722593709299 0.392989844083786 0
+1722593709377 0.3930055499076843 0
+1722593709453 0.3930048942565918 0
+1722593709516 0.3929600417613983 0
+1722593709583 0.3931041657924652 0
+1722593709646 0.3930201828479767 0
+1722593709704 0.39292848110198975 0
+1722593709772 0.3929123282432556 0
+1722593709853 0.3929145038127899 0
+1722593709914 0.392893522977829 0
+1722593709978 0.39302799105644226 0
+1722593710035 0.39300164580345154 0
+1722593710101 0.3929550349712372 0
+1722593710165 0.39277857542037964 0
+1722593710327 0.39287909865379333 0
+1722593710376 0.39282265305519104 0
+1722593710421 0.3929286599159241 0
+1722593710465 0.3929118514060974 0
+1722593710512 0.39283016324043274 0
+1722593710561 0.3928677439689636 0
+1722593710607 0.39285194873809814 0
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/batch_size b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/batch_size
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/batch_size
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/early_stop_threshold b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/early_stop_threshold
new file mode 100644
index 00000000..c7930257
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/early_stop_threshold
@@ -0,0 +1 @@
+7
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/hidden_dim b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/hidden_dim
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/hidden_dim
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/learning_rate b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/learning_rate
new file mode 100644
index 00000000..c7d21ddf
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/learning_rate
@@ -0,0 +1 @@
+0.00030000000000000003
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/window_size b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/window_size
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/params/window_size
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.runName b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.runName
new file mode 100644
index 00000000..ffbd1aa6
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.runName
@@ -0,0 +1 @@
+wise-carp-207
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.git.commit b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.name b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.type b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.user b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/e557d4be521b4c9da1c67af061098a1c/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/meta.yaml b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/meta.yaml
new file mode 100644
index 00000000..b77a4b31
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/meta.yaml
@@ -0,0 +1,15 @@
+artifact_uri: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/artifacts
+end_time: 1722593695835
+entry_point_name: ''
+experiment_id: '975918472462267490'
+lifecycle_stage: active
+run_id: e5e3c8e2ee1a40b3a93856b97efaf8a3
+run_name: puzzled-fish-984
+run_uuid: e5e3c8e2ee1a40b3a93856b97efaf8a3
+source_name: ''
+source_type: 4
+source_version: ''
+start_time: 1722593692150
+status: 3
+tags: []
+user_id: runner
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_hit b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_hit
new file mode 100644
index 00000000..40dc83d2
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_hit
@@ -0,0 +1,67 @@
+1722593692256 0.7990099191665649 0
+1722593692306 0.800000011920929 0
+1722593692452 0.802970290184021 0
+1722593692491 0.8356435894966125 0
+1722593692530 0.8168317079544067 0
+1722593692568 0.801980197429657 0
+1722593692607 0.8079208135604858 0
+1722593692646 0.804950475692749 0
+1722593692684 0.7930693030357361 0
+1722593692724 0.7950494885444641 0
+1722593692764 0.7960395812988281 0
+1722593692805 0.7970296740531921 0
+1722593692847 0.78910893201828 0
+1722593692888 0.800000011920929 0
+1722593692928 0.800000011920929 0
+1722593692970 0.801980197429657 0
+1722593693010 0.8108910918235779 0
+1722593693090 0.8089109063148499 0
+1722593693142 0.8118811845779419 0
+1722593693195 0.790099024772644 0
+1722593693288 0.8099009990692139 0
+1722593693341 0.8277227878570557 0
+1722593693399 0.8653465509414673 0
+1722593693453 0.89702969789505 0
+1722593693695 0.906930685043335 0
+1722593693751 0.893069326877594 0
+1722593693814 0.9049504995346069 0
+1722593693871 0.9108911156654358 0
+1722593693920 0.9108911156654358 0
+1722593693971 0.8999999761581421 0
+1722593694032 0.909900963306427 0
+1722593694135 0.9207921028137207 0
+1722593694221 0.9257425665855408 0
+1722593694269 0.9198019504547119 0
+1722593694318 0.9297029972076416 0
+1722593694451 0.9336633682250977 0
+1722593694498 0.9405940771102905 0
+1722593694537 0.9405940771102905 0
+1722593694575 0.9524752497673035 0
+1722593694614 0.9613861441612244 0
+1722593694651 0.9653465151786804 0
+1722593694690 0.9643564224243164 0
+1722593694729 0.9782178401947021 0
+1722593694766 0.9732673168182373 0
+1722593694802 0.9801980257034302 0
+1722593694839 0.9801980257034302 0
+1722593694875 0.997029721736908 0
+1722593694911 0.9920791983604431 0
+1722593694946 0.997029721736908 0
+1722593694983 0.9891089200973511 0
+1722593695018 1.0009901523590088 0
+1722593695054 1.003960371017456 0
+1722593695090 1.027722716331482 0
+1722593695179 1.0336633920669556 0
+1722593695218 1.0376237630844116 0
+1722593695258 1.0356435775756836 0
+1722593695304 1.0316832065582275 0
+1722593695357 1.0435643196105957 0
+1722593695409 1.0564355850219727 0
+1722593695462 1.0594059228897095 0
+1722593695517 1.0653464794158936 0
+1722593695570 1.0673267841339111 0
+1722593695620 1.0683168172836304 0
+1722593695670 1.0841584205627441 0
+1722593695714 1.091089129447937 0
+1722593695770 1.0881187915802002 0
+1722593695821 1.10792076587677 0
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_loss b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_loss
new file mode 100644
index 00000000..74531f23
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/train_loss
@@ -0,0 +1,67 @@
+1722593692246 0.6980528309941292 0
+1722593692295 0.6938026174902916 0
+1722593692443 0.689236469566822 0
+1722593692481 0.6838048473000526 0
+1722593692520 0.6768373101949692 0
+1722593692558 0.6676626801490784 0
+1722593692597 0.6554324850440025 0
+1722593692636 0.6394263207912445 0
+1722593692674 0.618616409599781 0
+1722593692714 0.5925239324569702 0
+1722593692754 0.5611217692494392 0
+1722593692794 0.5255453139543533 0
+1722593692837 0.4887786917388439 0
+1722593692878 0.45533331856131554 0
+1722593692919 0.4291628748178482 0
+1722593692959 0.41260214895009995 0
+1722593693000 0.40395356342196465 0
+1722593693074 0.39997493103146553 0
+1722593693129 0.3978505879640579 0
+1722593693180 0.39618900418281555 0
+1722593693245 0.3948996737599373 0
+1722593693329 0.3940698727965355 0
+1722593693384 0.3935180492699146 0
+1722593693438 0.3931664302945137 0
+1722593693676 0.39292121678590775 0
+1722593693735 0.3927481472492218 0
+1722593693800 0.39262833446264267 0
+1722593693856 0.3925282657146454 0
+1722593693909 0.3924651928246021 0
+1722593693958 0.39238952845335007 0
+1722593694016 0.3923359625041485 0
+1722593694117 0.39227867871522903 0
+1722593694208 0.3922438621520996 0
+1722593694255 0.39218735322356224 0
+1722593694304 0.39214375987648964 0
+1722593694439 0.3920915350317955 0
+1722593694487 0.39206019043922424 0
+1722593694527 0.39201783016324043 0
+1722593694564 0.3919869363307953 0
+1722593694604 0.3919241949915886 0
+1722593694641 0.39188631996512413 0
+1722593694680 0.39184076339006424 0
+1722593694720 0.39181166142225266 0
+1722593694756 0.39176932349801064 0
+1722593694793 0.3917112424969673 0
+1722593694829 0.39169076830148697 0
+1722593694865 0.39162933826446533 0
+1722593694902 0.39159253239631653 0
+1722593694937 0.39154473319649696 0
+1722593694973 0.39151423797011375 0
+1722593695009 0.3914681226015091 0
+1722593695045 0.3914126344025135 0
+1722593695081 0.3913718946278095 0
+1722593695169 0.3913208171725273 0
+1722593695208 0.39128103479743004 0
+1722593695248 0.39124230295419693 0
+1722593695293 0.3911927603185177 0
+1722593695346 0.3911425583064556 0
+1722593695394 0.3910997733473778 0
+1722593695450 0.39104070514440536 0
+1722593695503 0.39100052788853645 0
+1722593695555 0.39095810800790787 0
+1722593695605 0.3908945918083191 0
+1722593695660 0.3908623456954956 0
+1722593695703 0.3908141329884529 0
+1722593695758 0.3907451406121254 0
+1722593695807 0.3906807377934456 0
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_hit b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_hit
new file mode 100644
index 00000000..2a057dd1
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_hit
@@ -0,0 +1,67 @@
+1722593692263 0.752212405204773 0
+1722593692400 0.778761088848114 0
+1722593692457 0.7256637215614319 0
+1722593692495 0.76106196641922 0
+1722593692535 0.769911527633667 0
+1722593692573 0.752212405204773 0
+1722593692612 0.76106196641922 0
+1722593692650 0.8053097128868103 0
+1722593692689 0.8230088353157043 0
+1722593692729 0.8141592741012573 0
+1722593692768 0.8230088353157043 0
+1722593692810 0.8141592741012573 0
+1722593692852 0.8407079577445984 0
+1722593692893 0.8407079577445984 0
+1722593692933 0.8230088353157043 0
+1722593692975 0.7876105904579163 0
+1722593693015 0.7876105904579163 0
+1722593693096 0.7964601516723633 0
+1722593693147 0.8053097128868103 0
+1722593693205 0.8141592741012573 0
+1722593693296 0.7876105904579163 0
+1722593693348 0.7345132827758789 0
+1722593693405 0.752212405204773 0
+1722593693477 0.76106196641922 0
+1722593693703 0.7256637215614319 0
+1722593693757 0.7345132827758789 0
+1722593693820 0.778761088848114 0
+1722593693878 0.7964601516723633 0
+1722593693925 0.7964601516723633 0
+1722593693977 0.7964601516723633 0
+1722593694040 0.8141592741012573 0
+1722593694143 0.8053097128868103 0
+1722593694226 0.8053097128868103 0
+1722593694274 0.8318583965301514 0
+1722593694328 0.778761088848114 0
+1722593694456 0.7964601516723633 0
+1722593694504 0.7964601516723633 0
+1722593694541 0.7876105904579163 0
+1722593694580 0.8230088353157043 0
+1722593694618 0.778761088848114 0
+1722593694656 0.778761088848114 0
+1722593694695 0.769911527633667 0
+1722593694734 0.8053097128868103 0
+1722593694771 0.7876105904579163 0
+1722593694807 0.778761088848114 0
+1722593694843 0.76106196641922 0
+1722593694879 0.769911527633667 0
+1722593694916 0.769911527633667 0
+1722593694951 0.8141592741012573 0
+1722593694987 0.7964601516723633 0
+1722593695023 0.7876105904579163 0
+1722593695059 0.752212405204773 0
+1722593695095 0.778761088848114 0
+1722593695184 0.778761088848114 0
+1722593695223 0.769911527633667 0
+1722593695263 0.7876105904579163 0
+1722593695312 0.752212405204773 0
+1722593695362 0.7964601516723633 0
+1722593695416 0.7876105904579163 0
+1722593695469 0.7079645991325378 0
+1722593695524 0.7433628439903259 0
+1722593695577 0.752212405204773 0
+1722593695626 0.7876105904579163 0
+1722593695676 0.7876105904579163 0
+1722593695722 0.752212405204773 0
+1722593695775 0.7876105904579163 0
+1722593695829 0.769911527633667 0
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_loss b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_loss
new file mode 100644
index 00000000..4a73dd8e
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/metrics/valid_loss
@@ -0,0 +1,67 @@
+1722593692251 0.6954014897346497 0
+1722593692300 0.6909860968589783 0
+1722593692448 0.6859375834465027 0
+1722593692486 0.6796550154685974 0
+1722593692525 0.6714769005775452 0
+1722593692563 0.6605920791625977 0
+1722593692602 0.6462331414222717 0
+1722593692641 0.6275083422660828 0
+1722593692679 0.603748083114624 0
+1722593692719 0.5745728015899658 0
+1722593692759 0.5405752658843994 0
+1722593692799 0.5038022398948669 0
+1722593692842 0.4681279957294464 0
+1722593692883 0.43820053339004517 0
+1722593692923 0.41740235686302185 0
+1722593692965 0.4058573246002197 0
+1722593693005 0.40065765380859375 0
+1722593693083 0.3983565866947174 0
+1722593693136 0.3969108462333679 0
+1722593693187 0.39583200216293335 0
+1722593693280 0.39508378505706787 0
+1722593693334 0.394641637802124 0
+1722593693391 0.39441755414009094 0
+1722593693445 0.39425891637802124 0
+1722593693686 0.3941729664802551 0
+1722593693743 0.39414212107658386 0
+1722593693807 0.39412009716033936 0
+1722593693863 0.39408138394355774 0
+1722593693915 0.39405032992362976 0
+1722593693966 0.39403149485588074 0
+1722593694024 0.394015908241272 0
+1722593694126 0.39399996399879456 0
+1722593694216 0.39395561814308167 0
+1722593694264 0.3939448893070221 0
+1722593694310 0.39393529295921326 0
+1722593694446 0.3939017653465271 0
+1722593694493 0.39392057061195374 0
+1722593694532 0.39391589164733887 0
+1722593694569 0.3939172625541687 0
+1722593694609 0.39391446113586426 0
+1722593694646 0.3938893675804138 0
+1722593694685 0.3938494920730591 0
+1722593694725 0.3938452899456024 0
+1722593694761 0.3938668966293335 0
+1722593694798 0.393826961517334 0
+1722593694834 0.3938254714012146 0
+1722593694870 0.3938209116458893 0
+1722593694906 0.39384210109710693 0
+1722593694942 0.39381468296051025 0
+1722593694978 0.393844336271286 0
+1722593695013 0.39383870363235474 0
+1722593695050 0.3937956988811493 0
+1722593695085 0.39378541707992554 0
+1722593695174 0.39378970861434937 0
+1722593695213 0.3937850594520569 0
+1722593695253 0.3938089907169342 0
+1722593695299 0.3937801420688629 0
+1722593695352 0.3937981426715851 0
+1722593695401 0.3937992751598358 0
+1722593695456 0.393809050321579 0
+1722593695510 0.39382633566856384 0
+1722593695564 0.3937559425830841 0
+1722593695613 0.39379677176475525 0
+1722593695665 0.3938073217868805 0
+1722593695709 0.3938204348087311 0
+1722593695765 0.39384976029396057 0
+1722593695815 0.3938405215740204 0
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/batch_size b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/batch_size
new file mode 100644
index 00000000..b854a292
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/batch_size
@@ -0,0 +1 @@
+128
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/early_stop_threshold b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/early_stop_threshold
new file mode 100644
index 00000000..7813681f
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/early_stop_threshold
@@ -0,0 +1 @@
+5
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/hidden_dim b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/hidden_dim
new file mode 100644
index 00000000..4b6f9c39
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/hidden_dim
@@ -0,0 +1 @@
+64
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/learning_rate b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/learning_rate
new file mode 100644
index 00000000..4c7a7cb4
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/learning_rate
@@ -0,0 +1 @@
+0.0002
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/window_size b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/window_size
new file mode 100644
index 00000000..e440e5c8
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/params/window_size
@@ -0,0 +1 @@
+3
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.runName b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.runName
new file mode 100644
index 00000000..19100a52
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.runName
@@ -0,0 +1 @@
+puzzled-fish-984
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.git.commit b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.git.commit
new file mode 100644
index 00000000..d3622f93
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.git.commit
@@ -0,0 +1 @@
+75c5b6e32d2da4abe7b1ca9d009a5ce9e9d515df
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.name b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.name
new file mode 100644
index 00000000..2556f2c7
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.name
@@ -0,0 +1 @@
+pipeline_model.py
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.type b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.type
new file mode 100644
index 00000000..0c2c1fe9
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.source.type
@@ -0,0 +1 @@
+LOCAL
\ No newline at end of file
diff --git a/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.user b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.user
new file mode 100644
index 00000000..22882cf2
--- /dev/null
+++ b/mlruns/975918472462267490/e5e3c8e2ee1a40b3a93856b97efaf8a3/tags/mlflow.user
@@ -0,0 +1 @@
+runner
\ No newline at end of file
diff --git a/mlruns/models/lotto/meta.yaml b/mlruns/models/lotto/meta.yaml
index 21135dfd..f17e77c7 100644
--- a/mlruns/models/lotto/meta.yaml
+++ b/mlruns/models/lotto/meta.yaml
@@ -1,4 +1,4 @@
 creation_timestamp: 1678611083463
 description: null
-last_updated_timestamp: 1721988861007
+last_updated_timestamp: 1722593716531
 name: lotto
diff --git a/mlruns/models/lotto/version-73/meta.yaml b/mlruns/models/lotto/version-73/meta.yaml
new file mode 100644
index 00000000..e07c517a
--- /dev/null
+++ b/mlruns/models/lotto/version-73/meta.yaml
@@ -0,0 +1,12 @@
+creation_timestamp: 1722593716531
+current_stage: None
+description: null
+last_updated_timestamp: 1722593716531
+name: lotto
+run_id: 30c41f0c889a476d940e3d52fa68f68a
+run_link: null
+source: file:///Users/runner/work/lotto-bot/lotto-bot/mlruns/975918472462267490/30c41f0c889a476d940e3d52fa68f68a/artifacts/model
+status: READY
+status_message: null
+user_id: null
+version: 73