Offline Policy Evaluation

Introduction

This notebook demonstrates the use of offline policy evaluation for MABs.

Objectives

Evaluation:

Evaluate the performance of a MAB using multiple offline policy estimators.

[1]:

import numpy as np
import pandas as pd
from sklearn.preprocessing import MinMaxScaler

from pybandits.cmab import CmabBernoulliCC
from pybandits.offline_policy_evaluator import OfflinePolicyEvaluator

%load_ext autoreload
%autoreload 2

/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm

Generate data

We first generate a binarly labeled data set, with a two dimensional feature space, and is not lineraly seprabale. We then split the data set to a training data setm and a test data set.

[2]:

n_samples = 1000
n_actions = 2
n_batches = 3
n_rewards = 1
n_groups = 2
n_features = 3

[3]:

unique_actions = [f"a{i}" for i in range(n_actions)]
action_ids = np.random.choice(unique_actions, n_samples * n_batches)
batches = [i for i in range(n_batches) for _ in range(n_samples)]
rewards = [np.random.randint(2, size=(n_samples * n_batches)) for _ in range(n_rewards)]
action_true_rewards = {(a, r): np.random.rand() for a in unique_actions for r in range(n_rewards)}
true_rewards = [
    np.array([action_true_rewards[(a, r)] for a in action_ids]).reshape(n_samples * n_batches) for r in range(n_rewards)
]
groups = np.random.randint(n_groups, size=n_samples * n_batches)
action_costs = {action: np.random.rand() for action in unique_actions}
costs = np.array([action_costs[a] for a in action_ids])
context = np.random.rand(n_samples * n_batches, n_features)
action_propensity_score = {action: np.random.rand() for action in unique_actions}
propensity_score = np.array([action_propensity_score[a] for a in action_ids])
df = pd.DataFrame(
    {
        "batch": batches,
        "action_id": action_ids,
        "cost": costs,
        "group": groups,
        **{f"reward_{r}": rewards[r] for r in range(n_rewards)},
        **{f"true_reward_{r}": true_rewards[r] for r in range(n_rewards)},
        **{f"context_{i}": context[:, i] for i in range(n_features)},
        "propensity_score": propensity_score,
    }
)
contextual_features = [col for col in df.columns if col.startswith("context")]

Generate Model

Using the cold_start method of CmabBernoulliCC, we can create a model to be used for offline policy evaluation.

[4]:

action_ids_cost = {action_id: df["cost"][df["action_id"] == action_id].iloc[0] for action_id in unique_actions}

mab = CmabBernoulliCC.cold_start(action_ids_cost=action_ids_cost, n_features=len(contextual_features))

OPE

Given the model and the OPE data from the logging policy, we can either evaluate the model using the logging policy, or update it with the logging policy data prior to the evaluation.

[ ]:

[5]:

evaluator = OfflinePolicyEvaluator(
    logged_data=df,
    split_prop=0.5,
    n_trials=10,
    fast_fit=True,
    scaler=MinMaxScaler(),
    ope_estimators=None,
    verbose=True,
    propensity_score_model_type="batch_empirical",
    expected_reward_model_type="gbm",
    importance_weights_model_type="logreg",
    batch_feature="batch",
    action_feature="action_id",
    reward_feature="reward_0",
    true_reward_feature="true_reward_0",
    contextual_features=contextual_features,
    group_feature="group",
    cost_feature="cost",
    propensity_score_feature="propensity_score",
)

100%|██████████| 2/2 [00:00<00:00, 265.59it/s]
2026-01-14 00:11:23.291 | INFO     | pybandits.offline_policy_evaluator:_estimate_propensity_score:853 - Data batch-empirical estimation of propensity score.
2026-01-14 00:11:23.299 | INFO     | pybandits.offline_policy_evaluator:_estimate_expected_reward:904 - Data prediction of expected reward based on gbm model.

[6]:

evaluator.evaluate(mab=mab, visualize=True, n_mc_experiments=1000)

2026-01-14 00:11:23.613 | INFO     | pybandits.offline_policy_evaluator:estimate_policy:1001 - Data prediction of expected policy based on Monte Carlo experiments using 4 cores.
  0%|          | 0/1000 [00:00<?, ?it/s]2026-01-14 00:11:23.651 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 2.
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2026-01-14 00:11:24.352 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 27.
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  2%|▎         | 25/1000 [00:00<00:26, 36.56it/s]2026-01-14 00:11:24.370 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 25.
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  4%|▍         | 38/1000 [00:01<00:25, 37.02it/s]2026-01-14 00:11:24.711 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 40.
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2026-01-14 00:11:25.314 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 59.
2026-01-14 00:11:25.315 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 58.
2026-01-14 00:11:25.340 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 62.
2026-01-14 00:11:25.350 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 63.
2026-01-14 00:11:25.354 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 60.
2026-01-14 00:11:25.358 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 61.
  6%|▌         | 62/1000 [00:01<00:25, 37.14it/s]2026-01-14 00:11:25.381 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 64.
2026-01-14 00:11:25.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 65.
2026-01-14 00:11:25.421 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 62.
2026-01-14 00:11:25.429 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 63.
2026-01-14 00:11:25.451 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 66.
2026-01-14 00:11:25.459 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 64.
2026-01-14 00:11:25.463 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 67.
2026-01-14 00:11:25.475 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 65.
  7%|▋         | 66/1000 [00:01<00:25, 36.36it/s]2026-01-14 00:11:25.495 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 68.
2026-01-14 00:11:25.511 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 69.
2026-01-14 00:11:25.534 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 66.
2026-01-14 00:11:25.537 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 67.
2026-01-14 00:11:25.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 70.
2026-01-14 00:11:25.567 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 68.
2026-01-14 00:11:25.574 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 71.
2026-01-14 00:11:25.594 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 69.
  7%|▋         | 70/1000 [00:01<00:26, 34.45it/s]2026-01-14 00:11:25.608 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 72.
2026-01-14 00:11:25.637 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 73.
2026-01-14 00:11:25.642 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 70.
2026-01-14 00:11:25.649 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 71.
2026-01-14 00:11:25.668 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 74.
2026-01-14 00:11:25.677 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 72.
2026-01-14 00:11:25.680 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 75.
2026-01-14 00:11:25.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 76.
2026-01-14 00:11:25.718 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 73.
  7%|▋         | 74/1000 [00:02<00:26, 34.62it/s]2026-01-14 00:11:25.754 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 74.
2026-01-14 00:11:25.753 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 77.
2026-01-14 00:11:25.759 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 75.
2026-01-14 00:11:25.783 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 76.
2026-01-14 00:11:25.784 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 78.
2026-01-14 00:11:25.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 79.
2026-01-14 00:11:25.816 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 80.
2026-01-14 00:11:25.832 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 77.
  8%|▊         | 78/1000 [00:02<00:26, 34.88it/s]2026-01-14 00:11:25.862 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 81.
2026-01-14 00:11:25.871 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 79.
2026-01-14 00:11:25.875 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 78.
2026-01-14 00:11:25.893 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 80.
2026-01-14 00:11:25.895 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 82.
2026-01-14 00:11:25.906 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 83.
2026-01-14 00:11:25.917 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 84.
2026-01-14 00:11:25.938 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 81.
  8%|▊         | 82/1000 [00:02<00:25, 35.50it/s]2026-01-14 00:11:25.970 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 85.
2026-01-14 00:11:25.977 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 82.
2026-01-14 00:11:25.996 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 84.
2026-01-14 00:11:25.993 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 83.
2026-01-14 00:11:26.003 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 86.
2026-01-14 00:11:26.027 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 87.
2026-01-14 00:11:26.037 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 88.
2026-01-14 00:11:26.042 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 85.
  9%|▊         | 86/1000 [00:02<00:24, 36.62it/s]2026-01-14 00:11:26.072 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 89.
2026-01-14 00:11:26.078 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 86.
2026-01-14 00:11:26.108 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 90.
2026-01-14 00:11:26.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 88.
2026-01-14 00:11:26.118 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 87.
2026-01-14 00:11:26.142 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 91.
2026-01-14 00:11:26.146 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 89.
2026-01-14 00:11:26.152 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 92.
  9%|▉         | 90/1000 [00:02<00:25, 36.21it/s]2026-01-14 00:11:26.176 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 93.
2026-01-14 00:11:26.184 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 90.
2026-01-14 00:11:26.217 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 94.
2026-01-14 00:11:26.221 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 91.
2026-01-14 00:11:26.238 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 92.
2026-01-14 00:11:26.253 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 93.
2026-01-14 00:11:26.253 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 95.
2026-01-14 00:11:26.262 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 96.
  9%|▉         | 94/1000 [00:02<00:24, 36.77it/s]2026-01-14 00:11:26.290 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 97.
2026-01-14 00:11:26.296 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 94.
2026-01-14 00:11:26.323 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 98.
2026-01-14 00:11:26.334 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 95.
2026-01-14 00:11:26.337 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 96.
2026-01-14 00:11:26.356 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 99.
2026-01-14 00:11:26.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 100.
2026-01-14 00:11:26.374 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 97.
 10%|▉         | 98/1000 [00:02<00:24, 36.12it/s]2026-01-14 00:11:26.401 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 98.
2026-01-14 00:11:26.408 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 101.
2026-01-14 00:11:26.433 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 99.
2026-01-14 00:11:26.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 102.
2026-01-14 00:11:26.442 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 100.
2026-01-14 00:11:26.465 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 103.
2026-01-14 00:11:26.475 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 104.
2026-01-14 00:11:26.484 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 101.
 10%|█         | 102/1000 [00:02<00:24, 36.32it/s]2026-01-14 00:11:26.512 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 102.
2026-01-14 00:11:26.514 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 105.
2026-01-14 00:11:26.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 103.
2026-01-14 00:11:26.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 106.
2026-01-14 00:11:26.558 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 104.
2026-01-14 00:11:26.574 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 107.
2026-01-14 00:11:26.589 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 108.
2026-01-14 00:11:26.594 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 105.
 11%|█         | 106/1000 [00:02<00:24, 36.14it/s]2026-01-14 00:11:26.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 106.
2026-01-14 00:11:26.625 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 109.
2026-01-14 00:11:26.649 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 110.
2026-01-14 00:11:26.666 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 107.
2026-01-14 00:11:26.667 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 108.
2026-01-14 00:11:26.698 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 109.
2026-01-14 00:11:26.694 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 111.
 11%|█         | 110/1000 [00:03<00:24, 35.95it/s]2026-01-14 00:11:26.708 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 112.
2026-01-14 00:11:26.723 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 110.
2026-01-14 00:11:26.738 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 113.
2026-01-14 00:11:26.752 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 114.
2026-01-14 00:11:26.780 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 112.
2026-01-14 00:11:26.782 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 111.
2026-01-14 00:11:26.809 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 115.
2026-01-14 00:11:26.817 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 113.
2026-01-14 00:11:26.820 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 116.
 11%|█▏        | 114/1000 [00:03<00:24, 36.03it/s]2026-01-14 00:11:26.830 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 114.
2026-01-14 00:11:26.852 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 117.
2026-01-14 00:11:26.867 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 118.
2026-01-14 00:11:26.889 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 116.
2026-01-14 00:11:26.894 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 115.
2026-01-14 00:11:26.916 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 119.
2026-01-14 00:11:26.929 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 120.
2026-01-14 00:11:26.933 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 117.
 12%|█▏        | 118/1000 [00:03<00:24, 35.76it/s]2026-01-14 00:11:26.948 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 118.
2026-01-14 00:11:26.962 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 121.
2026-01-14 00:11:26.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 122.
2026-01-14 00:11:26.996 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 119.
2026-01-14 00:11:27.001 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 120.
2026-01-14 00:11:27.025 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 123.
2026-01-14 00:11:27.038 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 124.
2026-01-14 00:11:27.044 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 121.
 12%|█▏        | 122/1000 [00:03<00:24, 35.73it/s]2026-01-14 00:11:27.057 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 122.
2026-01-14 00:11:27.071 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 125.
2026-01-14 00:11:27.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 126.
2026-01-14 00:11:27.106 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 123.
2026-01-14 00:11:27.118 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 124.
2026-01-14 00:11:27.134 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 127.
2026-01-14 00:11:27.149 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 128.
2026-01-14 00:11:27.160 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 126.
2026-01-14 00:11:27.156 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 125.
 13%|█▎        | 126/1000 [00:03<00:24, 35.23it/s]2026-01-14 00:11:27.192 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 129.
2026-01-14 00:11:27.215 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 127.
2026-01-14 00:11:27.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 130.
2026-01-14 00:11:27.234 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 128.
2026-01-14 00:11:27.247 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 131.
2026-01-14 00:11:27.271 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 132.
2026-01-14 00:11:27.291 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 130.
 13%|█▎        | 130/1000 [00:03<00:25, 33.64it/s]2026-01-14 00:11:27.320 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 133.
2026-01-14 00:11:27.327 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 129.
2026-01-14 00:11:27.334 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 131.
2026-01-14 00:11:27.349 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 132.
2026-01-14 00:11:27.352 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 134.
2026-01-14 00:11:27.362 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 135.
2026-01-14 00:11:27.379 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 136.
2026-01-14 00:11:27.399 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 133.
 13%|█▎        | 134/1000 [00:03<00:24, 34.78it/s]2026-01-14 00:11:27.425 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 137.
2026-01-14 00:11:27.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 135.
2026-01-14 00:11:27.444 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 134.
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2026-01-14 00:11:27.466 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 138.
2026-01-14 00:11:27.475 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 139.
2026-01-14 00:11:27.487 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 140.
2026-01-14 00:11:27.497 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 137.
2026-01-14 00:11:27.529 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 141.
2026-01-14 00:11:27.545 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 138.
 14%|█▍        | 139/1000 [00:03<00:24, 34.49it/s]2026-01-14 00:11:27.560 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 139.
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2026-01-14 00:11:27.574 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 142.
2026-01-14 00:11:27.585 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 143.
2026-01-14 00:11:27.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 144.
2026-01-14 00:11:27.606 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 141.
2026-01-14 00:11:27.633 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 145.
2026-01-14 00:11:27.662 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 142.
 14%|█▍        | 143/1000 [00:04<00:24, 34.55it/s]2026-01-14 00:11:27.675 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 143.
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2026-01-14 00:11:27.692 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 146.
2026-01-14 00:11:27.703 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 147.
2026-01-14 00:11:27.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 145.
2026-01-14 00:11:27.714 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 148.
2026-01-14 00:11:27.739 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 149.
2026-01-14 00:11:27.773 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 146.
 15%|█▍        | 147/1000 [00:04<00:24, 34.64it/s]2026-01-14 00:11:27.791 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 147.
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2026-01-14 00:11:27.802 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 150.
2026-01-14 00:11:27.814 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 151.
2026-01-14 00:11:27.816 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 149.
2026-01-14 00:11:27.822 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 152.
2026-01-14 00:11:27.858 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 153.
2026-01-14 00:11:27.881 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 150.
 15%|█▌        | 151/1000 [00:04<00:23, 35.47it/s]2026-01-14 00:11:27.895 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 151.
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2026-01-14 00:11:27.909 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 154.
2026-01-14 00:11:27.921 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 155.
2026-01-14 00:11:27.931 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 156.
2026-01-14 00:11:27.932 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 153.
2026-01-14 00:11:27.963 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 157.
2026-01-14 00:11:27.991 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 154.
 16%|█▌        | 155/1000 [00:04<00:24, 34.67it/s]2026-01-14 00:11:28.007 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 156.
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2026-01-14 00:11:28.021 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 158.
2026-01-14 00:11:28.034 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 159.
2026-01-14 00:11:28.047 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 157.
2026-01-14 00:11:28.046 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 160.
2026-01-14 00:11:28.079 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 161.
2026-01-14 00:11:28.093 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 158.
2026-01-14 00:11:28.120 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 159.
2026-01-14 00:11:28.122 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 162.
 16%|█▌        | 160/1000 [00:04<00:22, 36.87it/s]2026-01-14 00:11:28.126 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 160.
2026-01-14 00:11:28.148 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 163.
2026-01-14 00:11:28.155 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 161.
2026-01-14 00:11:28.161 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 164.
2026-01-14 00:11:28.187 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 165.
2026-01-14 00:11:28.197 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 162.
2026-01-14 00:11:28.224 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 166.
2026-01-14 00:11:28.234 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 163.
 16%|█▋        | 164/1000 [00:04<00:22, 36.46it/s]2026-01-14 00:11:28.239 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 164.
2026-01-14 00:11:28.264 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 165.
2026-01-14 00:11:28.264 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 167.
2026-01-14 00:11:28.277 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 168.
2026-01-14 00:11:28.299 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 169.
2026-01-14 00:11:28.308 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 166.
2026-01-14 00:11:28.340 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 170.
2026-01-14 00:11:28.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 167.
2026-01-14 00:11:28.355 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 168.
 17%|█▋        | 168/1000 [00:04<00:23, 35.77it/s]2026-01-14 00:11:28.381 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 169.
2026-01-14 00:11:28.377 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 171.
2026-01-14 00:11:28.385 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 172.
2026-01-14 00:11:28.410 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 173.
2026-01-14 00:11:28.416 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 170.
2026-01-14 00:11:28.443 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 174.
2026-01-14 00:11:28.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 171.
 17%|█▋        | 172/1000 [00:04<00:22, 36.32it/s]2026-01-14 00:11:28.472 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 172.
2026-01-14 00:11:28.486 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 175.
2026-01-14 00:11:28.490 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 173.
2026-01-14 00:11:28.495 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 176.
2026-01-14 00:11:28.519 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 174.
2026-01-14 00:11:28.517 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 177.
2026-01-14 00:11:28.552 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 178.
 18%|█▊        | 176/1000 [00:04<00:22, 36.57it/s]2026-01-14 00:11:28.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 175.
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2026-01-14 00:11:28.596 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 179.
2026-01-14 00:11:28.603 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 177.
2026-01-14 00:11:28.607 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 180.
2026-01-14 00:11:28.630 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 178.
2026-01-14 00:11:28.636 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 181.
2026-01-14 00:11:28.662 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 182.
2026-01-14 00:11:28.680 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 179.
 18%|█▊        | 180/1000 [00:05<00:22, 35.88it/s]2026-01-14 00:11:28.683 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 180.
2026-01-14 00:11:28.705 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 183.
2026-01-14 00:11:28.716 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 184.
2026-01-14 00:11:28.718 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 181.
2026-01-14 00:11:28.744 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 182.
2026-01-14 00:11:28.750 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 185.
2026-01-14 00:11:28.779 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 186.
2026-01-14 00:11:28.788 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 183.
 18%|█▊        | 184/1000 [00:05<00:22, 36.49it/s]2026-01-14 00:11:28.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 184.
2026-01-14 00:11:28.813 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 187.
2026-01-14 00:11:28.828 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 185.
2026-01-14 00:11:28.826 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 188.
2026-01-14 00:11:28.856 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 189.
2026-01-14 00:11:28.867 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 186.
2026-01-14 00:11:28.897 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 190.
2026-01-14 00:11:28.902 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 187.
2026-01-14 00:11:28.903 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 188.
 19%|█▉        | 188/1000 [00:05<00:22, 35.95it/s]2026-01-14 00:11:28.931 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 191.
2026-01-14 00:11:28.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 189.
2026-01-14 00:11:28.939 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 192.
2026-01-14 00:11:28.967 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 193.
2026-01-14 00:11:28.979 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 190.
2026-01-14 00:11:29.009 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 194.
2026-01-14 00:11:29.014 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 192.
2026-01-14 00:11:29.014 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 191.
 19%|█▉        | 192/1000 [00:05<00:22, 35.72it/s]2026-01-14 00:11:29.043 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 195.
2026-01-14 00:11:29.047 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 193.
2026-01-14 00:11:29.053 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 196.
2026-01-14 00:11:29.080 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 194.
2026-01-14 00:11:29.081 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 197.
2026-01-14 00:11:29.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 198.
2026-01-14 00:11:29.123 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 195.
 20%|█▉        | 196/1000 [00:05<00:22, 36.37it/s]2026-01-14 00:11:29.135 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 196.
2026-01-14 00:11:29.152 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 199.
2026-01-14 00:11:29.165 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 200.
2026-01-14 00:11:29.172 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 197.
2026-01-14 00:11:29.188 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 198.
2026-01-14 00:11:29.204 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 201.
2026-01-14 00:11:29.217 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 202.
2026-01-14 00:11:29.231 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 199.
 20%|██        | 200/1000 [00:05<00:21, 36.61it/s]2026-01-14 00:11:29.257 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 200.
2026-01-14 00:11:29.261 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 203.
2026-01-14 00:11:29.287 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 204.
2026-01-14 00:11:29.290 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 201.
2026-01-14 00:11:29.298 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 202.
2026-01-14 00:11:29.316 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 205.
2026-01-14 00:11:29.327 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 206.
2026-01-14 00:11:29.343 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 203.
 20%|██        | 204/1000 [00:05<00:22, 36.13it/s]2026-01-14 00:11:29.366 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 204.
2026-01-14 00:11:29.380 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 207.
2026-01-14 00:11:29.401 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 206.
2026-01-14 00:11:29.401 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 205.
2026-01-14 00:11:29.406 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 208.
2026-01-14 00:11:29.432 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 209.
2026-01-14 00:11:29.445 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 210.
2026-01-14 00:11:29.456 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 207.
 21%|██        | 208/1000 [00:05<00:21, 36.02it/s]2026-01-14 00:11:29.483 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 208.
2026-01-14 00:11:29.486 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 211.
2026-01-14 00:11:29.515 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 212.
2026-01-14 00:11:29.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 210.
2026-01-14 00:11:29.525 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 209.
2026-01-14 00:11:29.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 211.
2026-01-14 00:11:29.553 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 213.
 21%|██        | 212/1000 [00:05<00:21, 36.38it/s]2026-01-14 00:11:29.566 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 214.
2026-01-14 00:11:29.581 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 212.
2026-01-14 00:11:29.596 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 215.
2026-01-14 00:11:29.626 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 216.
2026-01-14 00:11:29.642 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 214.
2026-01-14 00:11:29.644 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 213.
2026-01-14 00:11:29.670 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 217.
2026-01-14 00:11:29.676 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 215.
 22%|██▏       | 216/1000 [00:06<00:21, 35.69it/s]2026-01-14 00:11:29.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 218.
2026-01-14 00:11:29.695 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 216.
2026-01-14 00:11:29.708 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 219.
2026-01-14 00:11:29.724 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 220.
2026-01-14 00:11:29.755 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 217.
2026-01-14 00:11:29.767 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 218.
2026-01-14 00:11:29.784 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 221.
2026-01-14 00:11:29.792 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 219.
2026-01-14 00:11:29.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 222.
 22%|██▏       | 220/1000 [00:06<00:22, 35.24it/s]2026-01-14 00:11:29.803 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 220.
2026-01-14 00:11:29.825 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 223.
2026-01-14 00:11:29.837 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 224.
2026-01-14 00:11:29.868 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 221.
2026-01-14 00:11:29.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 222.
2026-01-14 00:11:29.894 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 225.
2026-01-14 00:11:29.906 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 226.
2026-01-14 00:11:29.909 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 224.
2026-01-14 00:11:29.911 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 223.
 22%|██▏       | 224/1000 [00:06<00:21, 35.28it/s]2026-01-14 00:11:29.938 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 227.
2026-01-14 00:11:29.952 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 228.
2026-01-14 00:11:29.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 226.
2026-01-14 00:11:29.980 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 225.
2026-01-14 00:11:30.000 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 229.
2026-01-14 00:11:30.011 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 230.
2026-01-14 00:11:30.024 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 227.
2026-01-14 00:11:30.026 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 228.
 23%|██▎       | 228/1000 [00:06<00:22, 34.98it/s]2026-01-14 00:11:30.053 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 231.
2026-01-14 00:11:30.067 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 232.
2026-01-14 00:11:30.078 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 230.
2026-01-14 00:11:30.088 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 229.
2026-01-14 00:11:30.107 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 233.
2026-01-14 00:11:30.118 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 234.
2026-01-14 00:11:30.135 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 231.
 23%|██▎       | 232/1000 [00:06<00:21, 35.52it/s]2026-01-14 00:11:30.144 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 232.
2026-01-14 00:11:30.161 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 235.
2026-01-14 00:11:30.169 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 236.
2026-01-14 00:11:30.200 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 233.
2026-01-14 00:11:30.203 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 234.
2026-01-14 00:11:30.226 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 237.
2026-01-14 00:11:30.239 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 238.
2026-01-14 00:11:30.241 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 235.
2026-01-14 00:11:30.243 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 236.
 24%|██▎       | 236/1000 [00:06<00:21, 36.03it/s]2026-01-14 00:11:30.270 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 239.
2026-01-14 00:11:30.284 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 240.
2026-01-14 00:11:30.305 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 238.
2026-01-14 00:11:30.307 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 237.
2026-01-14 00:11:30.333 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 241.
2026-01-14 00:11:30.345 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 239.
 24%|██▍       | 240/1000 [00:06<00:20, 36.59it/s]2026-01-14 00:11:30.351 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 242.
2026-01-14 00:11:30.364 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 240.
2026-01-14 00:11:30.379 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 243.
2026-01-14 00:11:30.389 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 244.
2026-01-14 00:11:30.423 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 241.
2026-01-14 00:11:30.436 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 242.
2026-01-14 00:11:30.453 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 245.
2026-01-14 00:11:30.464 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 243.
2026-01-14 00:11:30.465 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 246.
 24%|██▍       | 244/1000 [00:06<00:21, 35.77it/s]2026-01-14 00:11:30.467 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 244.
2026-01-14 00:11:30.498 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 247.
2026-01-14 00:11:30.514 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 248.
2026-01-14 00:11:30.533 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 245.
2026-01-14 00:11:30.533 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 246.
2026-01-14 00:11:30.562 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 249.
2026-01-14 00:11:30.573 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 250.
2026-01-14 00:11:30.589 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 248.
 25%|██▍       | 248/1000 [00:06<00:21, 34.67it/s]2026-01-14 00:11:30.594 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 247.
2026-01-14 00:11:30.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 251.
2026-01-14 00:11:30.636 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 249.
2026-01-14 00:11:30.634 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 252.
2026-01-14 00:11:30.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 250.
2026-01-14 00:11:30.662 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 253.
2026-01-14 00:11:30.677 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 254.
2026-01-14 00:11:30.706 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 251.
 25%|██▌       | 252/1000 [00:07<00:22, 33.34it/s]2026-01-14 00:11:30.722 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 252.
2026-01-14 00:11:30.743 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 253.
2026-01-14 00:11:30.752 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 254.
2026-01-14 00:11:30.752 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 255.
2026-01-14 00:11:30.761 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 256.
2026-01-14 00:11:30.771 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 257.
2026-01-14 00:11:30.783 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 258.
2026-01-14 00:11:30.834 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 255.
 26%|██▌       | 256/1000 [00:07<00:21, 33.90it/s]2026-01-14 00:11:30.844 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 256.
2026-01-14 00:11:30.859 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 257.
2026-01-14 00:11:30.861 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 259.
2026-01-14 00:11:30.870 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 258.
2026-01-14 00:11:30.871 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 260.
2026-01-14 00:11:30.883 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 261.
2026-01-14 00:11:30.895 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 262.
2026-01-14 00:11:30.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 259.
 26%|██▌       | 260/1000 [00:07<00:21, 34.38it/s]2026-01-14 00:11:30.959 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 260.
2026-01-14 00:11:30.967 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 261.
2026-01-14 00:11:30.971 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 263.
2026-01-14 00:11:30.979 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 262.
2026-01-14 00:11:30.986 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 264.
2026-01-14 00:11:30.994 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 265.
2026-01-14 00:11:31.011 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 266.
2026-01-14 00:11:31.046 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 263.
2026-01-14 00:11:31.064 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 264.
 26%|██▋       | 265/1000 [00:07<00:19, 36.80it/s]2026-01-14 00:11:31.079 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 267.
2026-01-14 00:11:31.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 265.
2026-01-14 00:11:31.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 266.
2026-01-14 00:11:31.091 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 268.
2026-01-14 00:11:31.114 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 269.
2026-01-14 00:11:31.126 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 270.
2026-01-14 00:11:31.161 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 267.
2026-01-14 00:11:31.165 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 268.
 27%|██▋       | 269/1000 [00:07<00:19, 37.35it/s]2026-01-14 00:11:31.192 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 269.
2026-01-14 00:11:31.194 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 271.
2026-01-14 00:11:31.207 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 272.
2026-01-14 00:11:31.208 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 270.
2026-01-14 00:11:31.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 273.
2026-01-14 00:11:31.250 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 274.
2026-01-14 00:11:31.279 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 271.
2026-01-14 00:11:31.292 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 272.
 27%|██▋       | 273/1000 [00:07<00:20, 35.50it/s]2026-01-14 00:11:31.308 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 273.
2026-01-14 00:11:31.310 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 275.
2026-01-14 00:11:31.322 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 276.
2026-01-14 00:11:31.331 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 274.
2026-01-14 00:11:31.338 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 277.
2026-01-14 00:11:31.369 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 278.
2026-01-14 00:11:31.400 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 275.
2026-01-14 00:11:31.408 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 276.
 28%|██▊       | 277/1000 [00:07<00:20, 35.02it/s]2026-01-14 00:11:31.424 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 277.
2026-01-14 00:11:31.430 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 279.
2026-01-14 00:11:31.444 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 280.
2026-01-14 00:11:31.449 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 278.
2026-01-14 00:11:31.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 281.
2026-01-14 00:11:31.489 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 282.
2026-01-14 00:11:31.502 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 279.
2026-01-14 00:11:31.531 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 280.
 28%|██▊       | 281/1000 [00:07<00:20, 34.32it/s]2026-01-14 00:11:31.533 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 283.
2026-01-14 00:11:31.542 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 281.
2026-01-14 00:11:31.559 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 284.
2026-01-14 00:11:31.570 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 282.
2026-01-14 00:11:31.570 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 285.
2026-01-14 00:11:31.605 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 286.
2026-01-14 00:11:31.618 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 283.
2026-01-14 00:11:31.646 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 284.
2026-01-14 00:11:31.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 287.
 28%|██▊       | 285/1000 [00:07<00:20, 34.47it/s]2026-01-14 00:11:31.652 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 285.
2026-01-14 00:11:31.674 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 288.
2026-01-14 00:11:31.682 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 286.
2026-01-14 00:11:31.686 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 289.
2026-01-14 00:11:31.722 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 287.
2026-01-14 00:11:31.720 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 290.
2026-01-14 00:11:31.756 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 291.
2026-01-14 00:11:31.759 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 288.
 29%|██▉       | 289/1000 [00:08<00:20, 34.72it/s]2026-01-14 00:11:31.769 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 289.
2026-01-14 00:11:31.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 292.
2026-01-14 00:11:31.804 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 293.
2026-01-14 00:11:31.807 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 290.
2026-01-14 00:11:31.825 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 291.
2026-01-14 00:11:31.839 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 294.
2026-01-14 00:11:31.853 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 295.
2026-01-14 00:11:31.875 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 292.
 29%|██▉       | 293/1000 [00:08<00:20, 34.88it/s]2026-01-14 00:11:31.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 293.
2026-01-14 00:11:31.902 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 296.
2026-01-14 00:11:31.914 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 297.
2026-01-14 00:11:31.929 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 294.
2026-01-14 00:11:31.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 295.
2026-01-14 00:11:31.960 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 298.
2026-01-14 00:11:31.973 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 299.
2026-01-14 00:11:31.986 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 297.
 30%|██▉       | 297/1000 [00:08<00:19, 35.27it/s]2026-01-14 00:11:31.987 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 296.
2026-01-14 00:11:32.014 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 300.
2026-01-14 00:11:32.028 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 301.
2026-01-14 00:11:32.038 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 299.
2026-01-14 00:11:32.047 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 298.
2026-01-14 00:11:32.069 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 302.
2026-01-14 00:11:32.082 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 303.
2026-01-14 00:11:32.100 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 301.
 30%|███       | 301/1000 [00:08<00:19, 35.15it/s]2026-01-14 00:11:32.104 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 300.
2026-01-14 00:11:32.128 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 304.
2026-01-14 00:11:32.143 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 305.
2026-01-14 00:11:32.159 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 303.
2026-01-14 00:11:32.160 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 302.
2026-01-14 00:11:32.191 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 306.
2026-01-14 00:11:32.203 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 304.
2026-01-14 00:11:32.207 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 307.
 30%|███       | 305/1000 [00:08<00:19, 35.76it/s]2026-01-14 00:11:32.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 305.
2026-01-14 00:11:32.236 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 308.
2026-01-14 00:11:32.248 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 309.
2026-01-14 00:11:32.284 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 306.
2026-01-14 00:11:32.299 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 307.
2026-01-14 00:11:32.321 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 308.
2026-01-14 00:11:32.317 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 310.
2026-01-14 00:11:32.324 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 309.
2026-01-14 00:11:32.330 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 311.
 31%|███       | 309/1000 [00:08<00:19, 34.94it/s]2026-01-14 00:11:32.357 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 312.
2026-01-14 00:11:32.373 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 313.
2026-01-14 00:11:32.395 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 311.
2026-01-14 00:11:32.406 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 310.
2026-01-14 00:11:32.423 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 314.
2026-01-14 00:11:32.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 312.
2026-01-14 00:11:32.441 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 315.
 31%|███▏      | 313/1000 [00:08<00:19, 34.66it/s]2026-01-14 00:11:32.461 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 313.
2026-01-14 00:11:32.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 316.
2026-01-14 00:11:32.504 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 317.
2026-01-14 00:11:32.507 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 314.
2026-01-14 00:11:32.519 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 315.
2026-01-14 00:11:32.536 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 318.
2026-01-14 00:11:32.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 319.
2026-01-14 00:11:32.559 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 316.
 32%|███▏      | 317/1000 [00:08<00:19, 34.84it/s]2026-01-14 00:11:32.582 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 317.
2026-01-14 00:11:32.589 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 320.
2026-01-14 00:11:32.617 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 321.
2026-01-14 00:11:32.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 318.
2026-01-14 00:11:32.634 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 319.
2026-01-14 00:11:32.652 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 322.
2026-01-14 00:11:32.660 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 323.
2026-01-14 00:11:32.667 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 320.
 32%|███▏      | 321/1000 [00:09<00:19, 35.53it/s]2026-01-14 00:11:32.696 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 321.
2026-01-14 00:11:32.701 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 324.
2026-01-14 00:11:32.727 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 325.
2026-01-14 00:11:32.739 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 322.
2026-01-14 00:11:32.748 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 323.
2026-01-14 00:11:32.767 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 326.
2026-01-14 00:11:32.778 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 324.
 32%|███▎      | 325/1000 [00:09<00:19, 35.27it/s]2026-01-14 00:11:32.780 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 327.
2026-01-14 00:11:32.807 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 328.
2026-01-14 00:11:32.815 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 325.
2026-01-14 00:11:32.846 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 329.
2026-01-14 00:11:32.858 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 327.
2026-01-14 00:11:32.866 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 326.
2026-01-14 00:11:32.887 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 328.
2026-01-14 00:11:32.887 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 330.
 33%|███▎      | 329/1000 [00:09<00:18, 35.47it/s]2026-01-14 00:11:32.899 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 331.
2026-01-14 00:11:32.929 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 329.
2026-01-14 00:11:32.928 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 332.
2026-01-14 00:11:32.965 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 333.
2026-01-14 00:11:32.971 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 330.
2026-01-14 00:11:32.978 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 331.
2026-01-14 00:11:32.999 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 334.
2026-01-14 00:11:33.006 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 332.
 33%|███▎      | 333/1000 [00:09<00:18, 35.19it/s]2026-01-14 00:11:33.010 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 335.
2026-01-14 00:11:33.035 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 336.
2026-01-14 00:11:33.052 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 333.
2026-01-14 00:11:33.082 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 334.
2026-01-14 00:11:33.088 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 335.
2026-01-14 00:11:33.084 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 337.
2026-01-14 00:11:33.110 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 336.
2026-01-14 00:11:33.111 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 338.
2026-01-14 00:11:33.120 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 339.
 34%|███▎      | 337/1000 [00:09<00:18, 34.93it/s]2026-01-14 00:11:33.149 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 340.
2026-01-14 00:11:33.169 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 337.
2026-01-14 00:11:33.199 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 339.
2026-01-14 00:11:33.202 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 338.
2026-01-14 00:11:33.208 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 341.
2026-01-14 00:11:33.229 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 340.
 34%|███▍      | 341/1000 [00:09<00:18, 35.91it/s]2026-01-14 00:11:33.232 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 342.
2026-01-14 00:11:33.249 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 343.
2026-01-14 00:11:33.261 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 344.
2026-01-14 00:11:33.289 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 341.
2026-01-14 00:11:33.310 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 342.
2026-01-14 00:11:33.321 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 345.
2026-01-14 00:11:33.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 344.
2026-01-14 00:11:33.341 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 343.
 34%|███▍      | 345/1000 [00:09<00:18, 35.34it/s]2026-01-14 00:11:33.349 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 346.
2026-01-14 00:11:33.366 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 347.
2026-01-14 00:11:33.380 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 348.
2026-01-14 00:11:33.405 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 345.
2026-01-14 00:11:33.429 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 346.
2026-01-14 00:11:33.440 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 349.
2026-01-14 00:11:33.453 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 347.
2026-01-14 00:11:33.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 348.
 35%|███▍      | 349/1000 [00:09<00:18, 34.96it/s]2026-01-14 00:11:33.467 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 350.
2026-01-14 00:11:33.480 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 351.
2026-01-14 00:11:33.497 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 352.
2026-01-14 00:11:33.523 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 349.
2026-01-14 00:11:33.549 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 350.
2026-01-14 00:11:33.558 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 353.
2026-01-14 00:11:33.570 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 351.
2026-01-14 00:11:33.578 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 352.
2026-01-14 00:11:33.579 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 354.
 35%|███▌      | 353/1000 [00:09<00:18, 34.83it/s]2026-01-14 00:11:33.608 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 355.
2026-01-14 00:11:33.621 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 356.
2026-01-14 00:11:33.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 353.
2026-01-14 00:11:33.650 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 354.
2026-01-14 00:11:33.665 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 357.
2026-01-14 00:11:33.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 358.
2026-01-14 00:11:33.694 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 355.
2026-01-14 00:11:33.699 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 356.
 36%|███▌      | 357/1000 [00:10<00:18, 34.45it/s]2026-01-14 00:11:33.723 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 359.
2026-01-14 00:11:33.735 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 360.
2026-01-14 00:11:33.755 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 358.
2026-01-14 00:11:33.758 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 357.
2026-01-14 00:11:33.780 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 361.
2026-01-14 00:11:33.793 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 362.
2026-01-14 00:11:33.807 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 359.
2026-01-14 00:11:33.809 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 360.
 36%|███▌      | 361/1000 [00:10<00:18, 34.72it/s]2026-01-14 00:11:33.836 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 363.
2026-01-14 00:11:33.844 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 364.
2026-01-14 00:11:33.857 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 361.
2026-01-14 00:11:33.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 362.
2026-01-14 00:11:33.889 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 365.
2026-01-14 00:11:33.904 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 366.
2026-01-14 00:11:33.912 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 363.
2026-01-14 00:11:33.929 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 364.
2026-01-14 00:11:33.939 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 367.
 36%|███▋      | 365/1000 [00:10<00:19, 33.32it/s]2026-01-14 00:11:33.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 368.
2026-01-14 00:11:33.980 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 365.
2026-01-14 00:11:33.989 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 366.
2026-01-14 00:11:34.014 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 369.
2026-01-14 00:11:34.016 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 367.
2026-01-14 00:11:34.023 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 370.
2026-01-14 00:11:34.046 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 368.
 37%|███▋      | 369/1000 [00:10<00:18, 34.87it/s]2026-01-14 00:11:34.047 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 371.
2026-01-14 00:11:34.077 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 372.
2026-01-14 00:11:34.098 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 369.
2026-01-14 00:11:34.109 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 370.
2026-01-14 00:11:34.125 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 373.
2026-01-14 00:11:34.129 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 371.
2026-01-14 00:11:34.136 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 374.
2026-01-14 00:11:34.159 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 372.
 37%|███▋      | 373/1000 [00:10<00:18, 34.73it/s]2026-01-14 00:11:34.163 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 375.
2026-01-14 00:11:34.187 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 376.
2026-01-14 00:11:34.210 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 373.
2026-01-14 00:11:34.216 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 374.
2026-01-14 00:11:34.238 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 377.
2026-01-14 00:11:34.251 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 375.
2026-01-14 00:11:34.251 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 378.
2026-01-14 00:11:34.264 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 376.
 38%|███▊      | 377/1000 [00:10<00:17, 36.07it/s]2026-01-14 00:11:34.279 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 379.
2026-01-14 00:11:34.292 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 380.
2026-01-14 00:11:34.324 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 377.
2026-01-14 00:11:34.329 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 378.
2026-01-14 00:11:34.352 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 381.
2026-01-14 00:11:34.359 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 379.
2026-01-14 00:11:34.369 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 382.
2026-01-14 00:11:34.372 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 380.
 38%|███▊      | 381/1000 [00:10<00:17, 36.08it/s]2026-01-14 00:11:34.394 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 383.
2026-01-14 00:11:34.405 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 384.
2026-01-14 00:11:34.440 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 381.
2026-01-14 00:11:34.449 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 382.
2026-01-14 00:11:34.466 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 385.
2026-01-14 00:11:34.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 386.
2026-01-14 00:11:34.484 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 383.
2026-01-14 00:11:34.487 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 384.
 38%|███▊      | 385/1000 [00:10<00:17, 35.80it/s]2026-01-14 00:11:34.513 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 387.
2026-01-14 00:11:34.525 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 388.
2026-01-14 00:11:34.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 386.
2026-01-14 00:11:34.549 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 385.
2026-01-14 00:11:34.571 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 389.
2026-01-14 00:11:34.584 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 390.
2026-01-14 00:11:34.594 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 387.
2026-01-14 00:11:34.605 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 388.
 39%|███▉      | 389/1000 [00:10<00:17, 35.30it/s]2026-01-14 00:11:34.623 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 391.
2026-01-14 00:11:34.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 392.
2026-01-14 00:11:34.652 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 389.
2026-01-14 00:11:34.668 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 390.
2026-01-14 00:11:34.683 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 393.
2026-01-14 00:11:34.702 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 394.
2026-01-14 00:11:34.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 392.
2026-01-14 00:11:34.715 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 391.
 39%|███▉      | 393/1000 [00:11<00:17, 35.11it/s]2026-01-14 00:11:34.738 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 395.
2026-01-14 00:11:34.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 396.
2026-01-14 00:11:34.759 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 393.
2026-01-14 00:11:34.785 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 394.
2026-01-14 00:11:34.792 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 397.
2026-01-14 00:11:34.813 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 398.
2026-01-14 00:11:34.827 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 395.
2026-01-14 00:11:34.841 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 396.
 40%|███▉      | 397/1000 [00:11<00:17, 34.54it/s]2026-01-14 00:11:34.855 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 399.
2026-01-14 00:11:34.868 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 400.
2026-01-14 00:11:34.870 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 397.
2026-01-14 00:11:34.892 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 398.
2026-01-14 00:11:34.898 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 401.
2026-01-14 00:11:34.923 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 402.
2026-01-14 00:11:34.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 399.
2026-01-14 00:11:34.953 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 400.
 40%|████      | 401/1000 [00:11<00:17, 34.50it/s]2026-01-14 00:11:34.971 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 403.
2026-01-14 00:11:34.975 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 401.
2026-01-14 00:11:34.981 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 404.
2026-01-14 00:11:35.006 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 402.
2026-01-14 00:11:35.014 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 405.
2026-01-14 00:11:35.034 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 406.
2026-01-14 00:11:35.056 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 403.
2026-01-14 00:11:35.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 404.
 40%|████      | 405/1000 [00:11<00:16, 35.46it/s]2026-01-14 00:11:35.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 407.
2026-01-14 00:11:35.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 405.
2026-01-14 00:11:35.098 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 408.
2026-01-14 00:11:35.111 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 406.
2026-01-14 00:11:35.128 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 409.
2026-01-14 00:11:35.141 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 410.
2026-01-14 00:11:35.171 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 407.
2026-01-14 00:11:35.181 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 408.
 41%|████      | 409/1000 [00:11<00:16, 34.97it/s]2026-01-14 00:11:35.200 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 411.
2026-01-14 00:11:35.210 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 409.
2026-01-14 00:11:35.214 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 412.
2026-01-14 00:11:35.217 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 410.
2026-01-14 00:11:35.240 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 413.
2026-01-14 00:11:35.252 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 414.
2026-01-14 00:11:35.286 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 411.
2026-01-14 00:11:35.292 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 412.
 41%|████▏     | 413/1000 [00:11<00:16, 35.25it/s]2026-01-14 00:11:35.312 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 415.
2026-01-14 00:11:35.324 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 413.
2026-01-14 00:11:35.326 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 416.
2026-01-14 00:11:35.335 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 414.
2026-01-14 00:11:35.350 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 417.
2026-01-14 00:11:35.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 418.
2026-01-14 00:11:35.398 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 416.
2026-01-14 00:11:35.399 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 415.
 42%|████▏     | 417/1000 [00:11<00:16, 35.48it/s]2026-01-14 00:11:35.427 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 419.
2026-01-14 00:11:35.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 418.
2026-01-14 00:11:35.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 417.
2026-01-14 00:11:35.436 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 420.
2026-01-14 00:11:35.462 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 421.
2026-01-14 00:11:35.473 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 422.
2026-01-14 00:11:35.512 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 419.
2026-01-14 00:11:35.522 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 420.
 42%|████▏     | 421/1000 [00:11<00:16, 34.92it/s]2026-01-14 00:11:35.539 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 423.
2026-01-14 00:11:35.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 421.
2026-01-14 00:11:35.550 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 424.
2026-01-14 00:11:35.552 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 422.
2026-01-14 00:11:35.577 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 425.
2026-01-14 00:11:35.588 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 426.
2026-01-14 00:11:35.623 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 424.
2026-01-14 00:11:35.623 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 423.
 42%|████▎     | 425/1000 [00:11<00:16, 35.62it/s]2026-01-14 00:11:35.651 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 427.
2026-01-14 00:11:35.658 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 425.
2026-01-14 00:11:35.660 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 428.
2026-01-14 00:11:35.666 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 426.
2026-01-14 00:11:35.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 429.
2026-01-14 00:11:35.695 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 430.
2026-01-14 00:11:35.735 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 427.
2026-01-14 00:11:35.744 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 428.
 43%|████▎     | 429/1000 [00:12<00:16, 35.13it/s]2026-01-14 00:11:35.771 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 429.
2026-01-14 00:11:35.772 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 430.
2026-01-14 00:11:35.763 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 431.
2026-01-14 00:11:35.777 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 432.
2026-01-14 00:11:35.798 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 433.
2026-01-14 00:11:35.814 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 434.
2026-01-14 00:11:35.849 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 431.
2026-01-14 00:11:35.854 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 432.
 43%|████▎     | 433/1000 [00:12<00:16, 35.35it/s]2026-01-14 00:11:35.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 433.
2026-01-14 00:11:35.886 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 435.
2026-01-14 00:11:35.891 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 434.
2026-01-14 00:11:35.899 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 436.
2026-01-14 00:11:35.913 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 437.
2026-01-14 00:11:35.925 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 438.
2026-01-14 00:11:35.968 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 435.
2026-01-14 00:11:35.987 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 436.
2026-01-14 00:11:35.996 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 437.
 44%|████▎     | 437/1000 [00:12<00:17, 32.99it/s]2026-01-14 00:11:36.000 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 439.
2026-01-14 00:11:36.004 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 438.
2026-01-14 00:11:36.018 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 440.
2026-01-14 00:11:36.027 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 441.
2026-01-14 00:11:36.035 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 442.
2026-01-14 00:11:36.076 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 439.
2026-01-14 00:11:36.104 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 440.
 44%|████▍     | 441/1000 [00:12<00:16, 34.01it/s]2026-01-14 00:11:36.107 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 443.
2026-01-14 00:11:36.112 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 441.
2026-01-14 00:11:36.115 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 442.
2026-01-14 00:11:36.133 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 444.
2026-01-14 00:11:36.142 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 445.
2026-01-14 00:11:36.152 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 446.
2026-01-14 00:11:36.184 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 443.
2026-01-14 00:11:36.214 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 447.
2026-01-14 00:11:36.223 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 444.
 44%|████▍     | 445/1000 [00:12<00:16, 33.98it/s]2026-01-14 00:11:36.229 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 445.
2026-01-14 00:11:36.242 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 446.
2026-01-14 00:11:36.255 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 448.
2026-01-14 00:11:36.265 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 449.
2026-01-14 00:11:36.282 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 450.
2026-01-14 00:11:36.290 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 447.
2026-01-14 00:11:36.325 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 451.
2026-01-14 00:11:36.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 448.
 45%|████▍     | 449/1000 [00:12<00:15, 34.56it/s]2026-01-14 00:11:36.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 450.
2026-01-14 00:11:36.367 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 449.
2026-01-14 00:11:36.367 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 452.
2026-01-14 00:11:36.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 453.
2026-01-14 00:11:36.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 451.
2026-01-14 00:11:36.414 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 454.
2026-01-14 00:11:36.444 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 455.
2026-01-14 00:11:36.447 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 452.
 45%|████▌     | 453/1000 [00:12<00:15, 34.55it/s]2026-01-14 00:11:36.484 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 456.
2026-01-14 00:11:36.488 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 453.
2026-01-14 00:11:36.505 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 454.
2026-01-14 00:11:36.522 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 457.
2026-01-14 00:11:36.526 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 455.
2026-01-14 00:11:36.534 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 458.
2026-01-14 00:11:36.559 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 456.
 46%|████▌     | 457/1000 [00:12<00:15, 34.82it/s]2026-01-14 00:11:36.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 459.
2026-01-14 00:11:36.596 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 460.
2026-01-14 00:11:36.616 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 458.
2026-01-14 00:11:36.619 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 457.
2026-01-14 00:11:36.642 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 461.
2026-01-14 00:11:36.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 459.
2026-01-14 00:11:36.652 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 462.
2026-01-14 00:11:36.677 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 460.
 46%|████▌     | 461/1000 [00:13<00:15, 35.02it/s]2026-01-14 00:11:36.684 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 463.
2026-01-14 00:11:36.708 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 464.
2026-01-14 00:11:36.727 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 461.
2026-01-14 00:11:36.741 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 462.
2026-01-14 00:11:36.755 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 465.
2026-01-14 00:11:36.762 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 463.
2026-01-14 00:11:36.767 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 466.
2026-01-14 00:11:36.793 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 464.
 46%|████▋     | 465/1000 [00:13<00:15, 34.68it/s]2026-01-14 00:11:36.797 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 467.
2026-01-14 00:11:36.822 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 468.
2026-01-14 00:11:36.839 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 465.
2026-01-14 00:11:36.857 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 466.
2026-01-14 00:11:36.870 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 469.
2026-01-14 00:11:36.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 467.
2026-01-14 00:11:36.887 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 470.
2026-01-14 00:11:36.902 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 468.
 47%|████▋     | 469/1000 [00:13<00:15, 35.35it/s]2026-01-14 00:11:36.919 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 471.
2026-01-14 00:11:36.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 472.
2026-01-14 00:11:36.947 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 469.
2026-01-14 00:11:36.966 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 470.
2026-01-14 00:11:36.981 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 473.
2026-01-14 00:11:36.990 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 474.
2026-01-14 00:11:37.011 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 471.
2026-01-14 00:11:37.012 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 472.
 47%|████▋     | 473/1000 [00:13<00:14, 35.66it/s]2026-01-14 00:11:37.040 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 475.
2026-01-14 00:11:37.053 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 476.
2026-01-14 00:11:37.061 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 474.
2026-01-14 00:11:37.062 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 473.
2026-01-14 00:11:37.089 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 477.
2026-01-14 00:11:37.105 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 478.
2026-01-14 00:11:37.124 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 476.
2026-01-14 00:11:37.128 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 475.
 48%|████▊     | 477/1000 [00:13<00:14, 35.39it/s]2026-01-14 00:11:37.152 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 479.
2026-01-14 00:11:37.162 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 480.
2026-01-14 00:11:37.174 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 477.
2026-01-14 00:11:37.190 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 478.
2026-01-14 00:11:37.205 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 481.
2026-01-14 00:11:37.231 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 482.
2026-01-14 00:11:37.237 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 479.
2026-01-14 00:11:37.239 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 480.
 48%|████▊     | 481/1000 [00:13<00:14, 35.58it/s]2026-01-14 00:11:37.265 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 483.
2026-01-14 00:11:37.282 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 481.
2026-01-14 00:11:37.282 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 484.
2026-01-14 00:11:37.314 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 482.
2026-01-14 00:11:37.320 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 485.
2026-01-14 00:11:37.351 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 486.
2026-01-14 00:11:37.355 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 483.
2026-01-14 00:11:37.371 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 484.
 48%|████▊     | 485/1000 [00:13<00:15, 33.84it/s]2026-01-14 00:11:37.391 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 487.
2026-01-14 00:11:37.401 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 485.
2026-01-14 00:11:37.403 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 488.
2026-01-14 00:11:37.433 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 486.
2026-01-14 00:11:37.430 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 489.
2026-01-14 00:11:37.466 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 490.
2026-01-14 00:11:37.480 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 487.
2026-01-14 00:11:37.489 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 488.
 49%|████▉     | 489/1000 [00:13<00:15, 33.82it/s]2026-01-14 00:11:37.507 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 491.
2026-01-14 00:11:37.513 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 489.
2026-01-14 00:11:37.518 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 492.
2026-01-14 00:11:37.547 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 493.
2026-01-14 00:11:37.555 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 490.
2026-01-14 00:11:37.590 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 494.
2026-01-14 00:11:37.591 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 491.
2026-01-14 00:11:37.604 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 492.
 49%|████▉     | 493/1000 [00:13<00:14, 34.05it/s]2026-01-14 00:11:37.619 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 495.
2026-01-14 00:11:37.631 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 496.
2026-01-14 00:11:37.633 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 493.
2026-01-14 00:11:37.666 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 497.
2026-01-14 00:11:37.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 494.
2026-01-14 00:11:37.709 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 495.
2026-01-14 00:11:37.709 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 496.
2026-01-14 00:11:37.713 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 498.
 50%|████▉     | 497/1000 [00:14<00:14, 35.14it/s]2026-01-14 00:11:37.740 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 499.
2026-01-14 00:11:37.742 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 497.
2026-01-14 00:11:37.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 500.
2026-01-14 00:11:37.781 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 501.
2026-01-14 00:11:37.789 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 498.
2026-01-14 00:11:37.823 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 502.
2026-01-14 00:11:37.828 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 499.
2026-01-14 00:11:37.843 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 500.
 50%|█████     | 501/1000 [00:14<00:14, 33.45it/s]2026-01-14 00:11:37.863 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 503.
2026-01-14 00:11:37.866 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 501.
2026-01-14 00:11:37.877 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 504.
2026-01-14 00:11:37.908 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 502.
2026-01-14 00:11:37.910 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 505.
2026-01-14 00:11:37.935 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 506.
2026-01-14 00:11:37.951 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 503.
2026-01-14 00:11:37.964 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 504.
 50%|█████     | 505/1000 [00:14<00:14, 33.28it/s]2026-01-14 00:11:37.982 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 507.
2026-01-14 00:11:37.992 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 505.
2026-01-14 00:11:37.996 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 508.
2026-01-14 00:11:38.018 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 506.
2026-01-14 00:11:38.029 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 509.
2026-01-14 00:11:38.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 510.
2026-01-14 00:11:38.073 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 507.
2026-01-14 00:11:38.074 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 508.
 51%|█████     | 509/1000 [00:14<00:14, 33.96it/s]2026-01-14 00:11:38.105 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 511.
2026-01-14 00:11:38.115 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 509.
2026-01-14 00:11:38.118 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 512.
2026-01-14 00:11:38.132 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 510.
2026-01-14 00:11:38.147 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 513.
2026-01-14 00:11:38.161 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 514.
2026-01-14 00:11:38.190 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 512.
2026-01-14 00:11:38.193 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 511.
 51%|█████▏    | 513/1000 [00:14<00:14, 33.84it/s]2026-01-14 00:11:38.220 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 515.
2026-01-14 00:11:38.230 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 516.
2026-01-14 00:11:38.237 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 513.
2026-01-14 00:11:38.240 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 514.
2026-01-14 00:11:38.269 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 517.
2026-01-14 00:11:38.282 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 518.
2026-01-14 00:11:38.301 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 516.
2026-01-14 00:11:38.308 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 515.
 52%|█████▏    | 517/1000 [00:14<00:14, 34.38it/s]2026-01-14 00:11:38.331 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 519.
2026-01-14 00:11:38.343 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 520.
2026-01-14 00:11:38.358 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 518.
2026-01-14 00:11:38.364 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 517.
2026-01-14 00:11:38.383 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 521.
2026-01-14 00:11:38.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 522.
2026-01-14 00:11:38.416 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 519.
2026-01-14 00:11:38.422 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 520.
 52%|█████▏    | 521/1000 [00:14<00:13, 34.62it/s]2026-01-14 00:11:38.443 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 523.
2026-01-14 00:11:38.454 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 524.
2026-01-14 00:11:38.467 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 521.
2026-01-14 00:11:38.478 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 522.
2026-01-14 00:11:38.501 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 525.
2026-01-14 00:11:38.515 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 526.
2026-01-14 00:11:38.524 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 524.
2026-01-14 00:11:38.530 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 523.
 52%|█████▎    | 525/1000 [00:14<00:13, 35.25it/s]2026-01-14 00:11:38.555 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 527.
2026-01-14 00:11:38.568 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 528.
2026-01-14 00:11:38.592 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 526.
2026-01-14 00:11:38.595 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 525.
2026-01-14 00:11:38.622 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 529.
2026-01-14 00:11:38.634 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 528.
2026-01-14 00:11:38.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 530.
2026-01-14 00:11:38.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 527.
 53%|█████▎    | 529/1000 [00:15<00:13, 33.70it/s]2026-01-14 00:11:38.662 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 531.
2026-01-14 00:11:38.683 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 532.
2026-01-14 00:11:38.715 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 530.
2026-01-14 00:11:38.720 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 529.
2026-01-14 00:11:38.745 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 533.
2026-01-14 00:11:38.746 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 531.
2026-01-14 00:11:38.753 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 534.
2026-01-14 00:11:38.760 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 532.
2026-01-14 00:11:38.774 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 535.
2026-01-14 00:11:38.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 536.
2026-01-14 00:11:38.831 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 534.
2026-01-14 00:11:38.832 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 533.
 53%|█████▎    | 534/1000 [00:15<00:14, 31.63it/s]2026-01-14 00:11:38.859 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 537.
2026-01-14 00:11:38.861 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 535.
2026-01-14 00:11:38.866 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 536.
2026-01-14 00:11:38.869 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 538.
2026-01-14 00:11:38.898 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 539.
2026-01-14 00:11:38.913 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 540.
2026-01-14 00:11:38.934 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 537.
2026-01-14 00:11:38.949 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 538.
 54%|█████▍    | 539/1000 [00:15<00:13, 35.10it/s]2026-01-14 00:11:38.967 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 541.
2026-01-14 00:11:38.980 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 542.
2026-01-14 00:11:38.990 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 539.
2026-01-14 00:11:38.992 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 540.
2026-01-14 00:11:39.017 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 543.
2026-01-14 00:11:39.033 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 544.
2026-01-14 00:11:39.049 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 542.
2026-01-14 00:11:39.055 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 541.
 54%|█████▍    | 543/1000 [00:15<00:12, 35.75it/s]2026-01-14 00:11:39.074 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 545.
2026-01-14 00:11:39.088 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 546.
2026-01-14 00:11:39.108 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 543.
2026-01-14 00:11:39.114 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 544.
2026-01-14 00:11:39.136 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 547.
2026-01-14 00:11:39.150 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 548.
2026-01-14 00:11:39.155 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 545.
2026-01-14 00:11:39.170 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 546.
 55%|█████▍    | 547/1000 [00:15<00:12, 35.46it/s]2026-01-14 00:11:39.186 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 549.
2026-01-14 00:11:39.203 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 550.
2026-01-14 00:11:39.225 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 547.
2026-01-14 00:11:39.231 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 548.
2026-01-14 00:11:39.255 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 551.
2026-01-14 00:11:39.267 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 552.
2026-01-14 00:11:39.286 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 550.
2026-01-14 00:11:39.288 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 549.
 55%|█████▌    | 551/1000 [00:15<00:13, 34.47it/s]2026-01-14 00:11:39.309 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 553.
2026-01-14 00:11:39.320 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 554.
2026-01-14 00:11:39.341 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 551.
2026-01-14 00:11:39.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 552.
2026-01-14 00:11:39.369 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 555.
2026-01-14 00:11:39.377 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 556.
2026-01-14 00:11:39.401 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 554.
2026-01-14 00:11:39.401 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 553.
 56%|█████▌    | 555/1000 [00:15<00:12, 34.75it/s]2026-01-14 00:11:39.426 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 557.
2026-01-14 00:11:39.437 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 558.
2026-01-14 00:11:39.460 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 556.
2026-01-14 00:11:39.467 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 555.
2026-01-14 00:11:39.495 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 559.
2026-01-14 00:11:39.509 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 558.
2026-01-14 00:11:39.513 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 557.
 56%|█████▌    | 559/1000 [00:15<00:12, 35.48it/s]2026-01-14 00:11:39.513 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 560.
2026-01-14 00:11:39.542 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 561.
2026-01-14 00:11:39.556 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 562.
2026-01-14 00:11:39.579 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 559.
2026-01-14 00:11:39.595 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 560.
2026-01-14 00:11:39.622 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 563.
2026-01-14 00:11:39.629 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 561.
2026-01-14 00:11:39.631 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 562.
 56%|█████▋    | 563/1000 [00:15<00:12, 34.92it/s]2026-01-14 00:11:39.634 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 564.
2026-01-14 00:11:39.657 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 565.
2026-01-14 00:11:39.668 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 566.
2026-01-14 00:11:39.715 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 564.
2026-01-14 00:11:39.720 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 563.
2026-01-14 00:11:39.741 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 565.
2026-01-14 00:11:39.746 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 567.
 57%|█████▋    | 567/1000 [00:16<00:12, 34.09it/s]2026-01-14 00:11:39.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 566.
2026-01-14 00:11:39.761 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 568.
2026-01-14 00:11:39.773 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 569.
2026-01-14 00:11:39.788 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 570.
2026-01-14 00:11:39.826 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 567.
2026-01-14 00:11:39.848 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 568.
2026-01-14 00:11:39.866 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 569.
2026-01-14 00:11:39.868 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 571.
2026-01-14 00:11:39.875 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 570.
 57%|█████▋    | 571/1000 [00:16<00:12, 33.52it/s]2026-01-14 00:11:39.882 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 572.
2026-01-14 00:11:39.898 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 573.
2026-01-14 00:11:39.919 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 574.
2026-01-14 00:11:39.946 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 571.
2026-01-14 00:11:39.968 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 572.
2026-01-14 00:11:39.980 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 573.
2026-01-14 00:11:39.983 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 575.
2026-01-14 00:11:40.003 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 574.
2026-01-14 00:11:40.003 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 576.
 57%|█████▊    | 575/1000 [00:16<00:12, 32.76it/s]2026-01-14 00:11:40.013 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 577.
2026-01-14 00:11:40.046 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 578.
2026-01-14 00:11:40.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 575.
2026-01-14 00:11:40.091 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 579.
2026-01-14 00:11:40.098 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 577.
2026-01-14 00:11:40.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 576.
2026-01-14 00:11:40.123 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 580.
2026-01-14 00:11:40.129 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 578.
 58%|█████▊    | 579/1000 [00:16<00:12, 32.77it/s]2026-01-14 00:11:40.132 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 581.
2026-01-14 00:11:40.165 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 582.
2026-01-14 00:11:40.174 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 579.
2026-01-14 00:11:40.203 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 583.
2026-01-14 00:11:40.215 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 580.
2026-01-14 00:11:40.222 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 581.
2026-01-14 00:11:40.243 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 584.
2026-01-14 00:11:40.250 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 582.
2026-01-14 00:11:40.253 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 585.
 58%|█████▊    | 583/1000 [00:16<00:12, 32.47it/s]2026-01-14 00:11:40.282 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 586.
2026-01-14 00:11:40.292 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 583.
2026-01-14 00:11:40.328 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 587.
2026-01-14 00:11:40.333 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 585.
2026-01-14 00:11:40.335 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 584.
2026-01-14 00:11:40.368 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 586.
2026-01-14 00:11:40.363 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 588.
 59%|█████▊    | 587/1000 [00:16<00:12, 33.02it/s]2026-01-14 00:11:40.376 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 589.
2026-01-14 00:11:40.405 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 590.
2026-01-14 00:11:40.409 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 587.
2026-01-14 00:11:40.442 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 591.
2026-01-14 00:11:40.459 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 588.
2026-01-14 00:11:40.459 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 589.
2026-01-14 00:11:40.483 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 590.
 59%|█████▉    | 591/1000 [00:16<00:12, 33.88it/s]2026-01-14 00:11:40.489 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 592.
2026-01-14 00:11:40.502 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 593.
2026-01-14 00:11:40.516 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 594.
2026-01-14 00:11:40.529 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 591.
2026-01-14 00:11:40.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 595.
2026-01-14 00:11:40.573 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 592.
2026-01-14 00:11:40.592 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 593.
2026-01-14 00:11:40.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 596.
2026-01-14 00:11:40.597 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 594.
 60%|█████▉    | 595/1000 [00:16<00:11, 33.76it/s]2026-01-14 00:11:40.626 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 597.
2026-01-14 00:11:40.642 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 598.
2026-01-14 00:11:40.654 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 595.
2026-01-14 00:11:40.674 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 596.
2026-01-14 00:11:40.690 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 599.
2026-01-14 00:11:40.708 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 600.
2026-01-14 00:11:40.720 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 598.
2026-01-14 00:11:40.725 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 597.
 60%|█████▉    | 599/1000 [00:17<00:12, 33.37it/s]2026-01-14 00:11:40.750 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 601.
2026-01-14 00:11:40.762 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 602.
2026-01-14 00:11:40.776 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 599.
2026-01-14 00:11:40.787 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 600.
2026-01-14 00:11:40.802 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 603.
2026-01-14 00:11:40.815 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 604.
2026-01-14 00:11:40.847 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 602.
2026-01-14 00:11:40.851 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 601.
 60%|██████    | 603/1000 [00:17<00:12, 32.88it/s]2026-01-14 00:11:40.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 605.
2026-01-14 00:11:40.885 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 606.
2026-01-14 00:11:40.889 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 603.
2026-01-14 00:11:40.899 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 604.
2026-01-14 00:11:40.916 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 607.
2026-01-14 00:11:40.927 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 608.
2026-01-14 00:11:40.957 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 605.
2026-01-14 00:11:40.971 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 606.
 61%|██████    | 607/1000 [00:17<00:11, 33.13it/s]2026-01-14 00:11:40.988 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 609.
2026-01-14 00:11:40.999 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 607.
2026-01-14 00:11:41.004 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 610.
2026-01-14 00:11:41.008 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 608.
2026-01-14 00:11:41.023 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 611.
2026-01-14 00:11:41.035 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 612.
2026-01-14 00:11:41.079 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 609.
2026-01-14 00:11:41.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 610.
 61%|██████    | 611/1000 [00:17<00:11, 33.60it/s]2026-01-14 00:11:41.107 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 611.
2026-01-14 00:11:41.115 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 612.
2026-01-14 00:11:41.110 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 613.
2026-01-14 00:11:41.120 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 614.
2026-01-14 00:11:41.130 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 615.
2026-01-14 00:11:41.141 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 616.
2026-01-14 00:11:41.195 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 613.
2026-01-14 00:11:41.204 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 614.
 62%|██████▏   | 615/1000 [00:17<00:11, 33.82it/s]2026-01-14 00:11:41.220 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 615.
2026-01-14 00:11:41.223 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 616.
2026-01-14 00:11:41.227 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 617.
2026-01-14 00:11:41.237 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 618.
2026-01-14 00:11:41.246 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 619.
2026-01-14 00:11:41.262 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 620.
2026-01-14 00:11:41.308 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 617.
2026-01-14 00:11:41.322 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 618.
 62%|██████▏   | 619/1000 [00:17<00:11, 33.58it/s]2026-01-14 00:11:41.338 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 619.
2026-01-14 00:11:41.345 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 621.
2026-01-14 00:11:41.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 620.
2026-01-14 00:11:41.354 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 622.
2026-01-14 00:11:41.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 623.
2026-01-14 00:11:41.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 624.
2026-01-14 00:11:41.430 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 621.
2026-01-14 00:11:41.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 622.
 62%|██████▏   | 623/1000 [00:17<00:11, 33.91it/s]2026-01-14 00:11:41.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 623.
2026-01-14 00:11:41.458 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 624.
2026-01-14 00:11:41.460 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 625.
2026-01-14 00:11:41.472 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 626.
2026-01-14 00:11:41.483 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 627.
2026-01-14 00:11:41.497 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 628.
2026-01-14 00:11:41.534 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 625.
2026-01-14 00:11:41.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 626.
2026-01-14 00:11:41.564 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 629.
 63%|██████▎   | 627/1000 [00:17<00:11, 33.03it/s]2026-01-14 00:11:41.574 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 627.
2026-01-14 00:11:41.585 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 628.
2026-01-14 00:11:41.591 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 630.
2026-01-14 00:11:41.603 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 631.
2026-01-14 00:11:41.615 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 632.
2026-01-14 00:11:41.645 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 629.
2026-01-14 00:11:41.682 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 630.
 63%|██████▎   | 631/1000 [00:18<00:10, 33.61it/s]2026-01-14 00:11:41.682 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 633.
2026-01-14 00:11:41.691 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 631.
2026-01-14 00:11:41.701 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 632.
2026-01-14 00:11:41.708 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 634.
2026-01-14 00:11:41.723 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 635.
2026-01-14 00:11:41.733 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 636.
2026-01-14 00:11:41.762 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 633.
2026-01-14 00:11:41.785 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 634.
 64%|██████▎   | 635/1000 [00:18<00:10, 34.70it/s]2026-01-14 00:11:41.791 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 637.
2026-01-14 00:11:41.813 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 636.
2026-01-14 00:11:41.819 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 635.
2026-01-14 00:11:41.819 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 638.
2026-01-14 00:11:41.843 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 639.
2026-01-14 00:11:41.855 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 640.
2026-01-14 00:11:41.867 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 637.
2026-01-14 00:11:41.902 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 641.
2026-01-14 00:11:41.905 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 638.
 64%|██████▍   | 639/1000 [00:18<00:10, 34.37it/s]2026-01-14 00:11:41.932 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 639.
2026-01-14 00:11:41.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 642.
2026-01-14 00:11:41.947 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 640.
2026-01-14 00:11:41.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 641.
2026-01-14 00:11:41.973 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 643.
2026-01-14 00:11:41.988 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 644.
2026-01-14 00:11:42.016 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 645.
2026-01-14 00:11:42.024 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 642.
 64%|██████▍   | 643/1000 [00:18<00:10, 34.00it/s]2026-01-14 00:11:42.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 646.
2026-01-14 00:11:42.068 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 643.
2026-01-14 00:11:42.072 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 644.
2026-01-14 00:11:42.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 645.
2026-01-14 00:11:42.097 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 647.
2026-01-14 00:11:42.112 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 648.
2026-01-14 00:11:42.127 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 649.
2026-01-14 00:11:42.140 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 646.
 65%|██████▍   | 647/1000 [00:18<00:10, 34.08it/s]2026-01-14 00:11:42.174 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 650.
2026-01-14 00:11:42.178 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 647.
2026-01-14 00:11:42.209 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 648.
2026-01-14 00:11:42.210 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 649.
2026-01-14 00:11:42.210 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 651.
2026-01-14 00:11:42.237 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 652.
2026-01-14 00:11:42.250 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 653.
2026-01-14 00:11:42.254 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 650.
 65%|██████▌   | 651/1000 [00:18<00:10, 34.79it/s]2026-01-14 00:11:42.289 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 654.
2026-01-14 00:11:42.298 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 651.
2026-01-14 00:11:42.331 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 655.
2026-01-14 00:11:42.333 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 653.
2026-01-14 00:11:42.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 652.
2026-01-14 00:11:42.362 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 656.
2026-01-14 00:11:42.368 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 654.
 66%|██████▌   | 655/1000 [00:18<00:10, 34.47it/s]2026-01-14 00:11:42.373 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 657.
2026-01-14 00:11:42.406 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 658.
2026-01-14 00:11:42.416 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 655.
2026-01-14 00:11:42.444 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 659.
2026-01-14 00:11:42.450 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 656.
2026-01-14 00:11:42.462 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 657.
2026-01-14 00:11:42.480 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 660.
2026-01-14 00:11:42.489 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 658.
 66%|██████▌   | 659/1000 [00:18<00:10, 34.04it/s]2026-01-14 00:11:42.493 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 661.
2026-01-14 00:11:42.524 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 659.
2026-01-14 00:11:42.526 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 662.
2026-01-14 00:11:42.556 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 663.
2026-01-14 00:11:42.567 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 660.
2026-01-14 00:11:42.581 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 661.
2026-01-14 00:11:42.597 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 664.
2026-01-14 00:11:42.610 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 665.
2026-01-14 00:11:42.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 662.
 66%|██████▋   | 663/1000 [00:18<00:10, 33.19it/s]2026-01-14 00:11:42.637 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 663.
2026-01-14 00:11:42.654 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 666.
2026-01-14 00:11:42.665 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 667.
2026-01-14 00:11:42.688 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 664.
2026-01-14 00:11:42.691 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 665.
2026-01-14 00:11:42.720 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 668.
2026-01-14 00:11:42.736 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 669.
2026-01-14 00:11:42.739 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 667.
 67%|██████▋   | 667/1000 [00:19<00:09, 33.31it/s]2026-01-14 00:11:42.747 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 666.
2026-01-14 00:11:42.774 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 670.
2026-01-14 00:11:42.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 671.
2026-01-14 00:11:42.807 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 669.
2026-01-14 00:11:42.810 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 668.
2026-01-14 00:11:42.836 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 672.
2026-01-14 00:11:42.851 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 673.
2026-01-14 00:11:42.863 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 671.
 67%|██████▋   | 671/1000 [00:19<00:09, 33.12it/s]2026-01-14 00:11:42.872 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 670.
2026-01-14 00:11:42.893 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 674.
2026-01-14 00:11:42.907 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 675.
2026-01-14 00:11:42.924 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 672.
2026-01-14 00:11:42.929 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 673.
2026-01-14 00:11:42.956 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 676.
2026-01-14 00:11:42.973 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 677.
 68%|██████▊   | 675/1000 [00:19<00:09, 33.76it/s]2026-01-14 00:11:42.976 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 674.
2026-01-14 00:11:42.990 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 675.
2026-01-14 00:11:43.002 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 678.
2026-01-14 00:11:43.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 679.
2026-01-14 00:11:43.045 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 676.
2026-01-14 00:11:43.061 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 677.
2026-01-14 00:11:43.074 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 680.
2026-01-14 00:11:43.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 678.
 68%|██████▊   | 679/1000 [00:19<00:09, 34.08it/s]2026-01-14 00:11:43.096 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 681.
2026-01-14 00:11:43.111 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 679.
2026-01-14 00:11:43.118 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 682.
2026-01-14 00:11:43.150 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 683.
2026-01-14 00:11:43.156 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 680.
2026-01-14 00:11:43.175 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 681.
2026-01-14 00:11:43.186 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 684.
2026-01-14 00:11:43.202 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 682.
 68%|██████▊   | 683/1000 [00:19<00:09, 33.87it/s]2026-01-14 00:11:43.213 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 685.
2026-01-14 00:11:43.239 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 683.
2026-01-14 00:11:43.249 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 686.
2026-01-14 00:11:43.269 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 684.
2026-01-14 00:11:43.276 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 687.
2026-01-14 00:11:43.292 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 685.
2026-01-14 00:11:43.308 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 688.
2026-01-14 00:11:43.331 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 689.
2026-01-14 00:11:43.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 686.
 69%|██████▊   | 687/1000 [00:19<00:09, 33.21it/s]2026-01-14 00:11:43.361 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 687.
2026-01-14 00:11:43.374 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 690.
2026-01-14 00:11:43.394 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 688.
2026-01-14 00:11:43.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 691.
2026-01-14 00:11:43.418 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 689.
2026-01-14 00:11:43.431 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 692.
2026-01-14 00:11:43.442 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 693.
2026-01-14 00:11:43.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 690.
 69%|██████▉   | 691/1000 [00:19<00:09, 33.01it/s]2026-01-14 00:11:43.487 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 691.
2026-01-14 00:11:43.488 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 694.
2026-01-14 00:11:43.517 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 695.
2026-01-14 00:11:43.523 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 692.
2026-01-14 00:11:43.534 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 693.
2026-01-14 00:11:43.551 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 696.
2026-01-14 00:11:43.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 697.
2026-01-14 00:11:43.571 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 694.
 70%|██████▉   | 695/1000 [00:19<00:09, 32.62it/s]2026-01-14 00:11:43.606 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 695.
2026-01-14 00:11:43.610 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 698.
2026-01-14 00:11:43.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 699.
2026-01-14 00:11:43.639 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 696.
2026-01-14 00:11:43.654 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 697.
2026-01-14 00:11:43.671 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 700.
2026-01-14 00:11:43.685 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 701.
2026-01-14 00:11:43.690 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 698.
 70%|██████▉   | 699/1000 [00:20<00:08, 33.94it/s]2026-01-14 00:11:43.716 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 699.
2026-01-14 00:11:43.723 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 702.
2026-01-14 00:11:43.746 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 703.
2026-01-14 00:11:43.764 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 700.
2026-01-14 00:11:43.769 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 701.
2026-01-14 00:11:43.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 704.
2026-01-14 00:11:43.800 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 705.
2026-01-14 00:11:43.806 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 702.
 70%|███████   | 703/1000 [00:20<00:08, 34.25it/s]2026-01-14 00:11:43.834 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 703.
2026-01-14 00:11:43.839 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 706.
2026-01-14 00:11:43.872 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 707.
2026-01-14 00:11:43.878 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 705.
2026-01-14 00:11:43.889 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 704.
2026-01-14 00:11:43.906 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 708.
2026-01-14 00:11:43.921 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 706.
2026-01-14 00:11:43.921 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 709.
 71%|███████   | 707/1000 [00:20<00:08, 34.28it/s]2026-01-14 00:11:43.954 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 707.
2026-01-14 00:11:43.960 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 710.
2026-01-14 00:11:43.991 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 711.
2026-01-14 00:11:44.002 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 708.
2026-01-14 00:11:44.008 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 709.
2026-01-14 00:11:44.034 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 712.
2026-01-14 00:11:44.043 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 710.
 71%|███████   | 711/1000 [00:20<00:08, 33.73it/s]2026-01-14 00:11:44.047 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 713.
2026-01-14 00:11:44.076 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 711.
2026-01-14 00:11:44.083 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 714.
2026-01-14 00:11:44.121 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 715.
2026-01-14 00:11:44.128 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 713.
2026-01-14 00:11:44.132 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 712.
2026-01-14 00:11:44.156 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 716.
2026-01-14 00:11:44.163 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 714.
 72%|███████▏  | 715/1000 [00:20<00:08, 32.85it/s]2026-01-14 00:11:44.169 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 717.
2026-01-14 00:11:44.206 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 715.
2026-01-14 00:11:44.212 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 718.
2026-01-14 00:11:44.245 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 719.
2026-01-14 00:11:44.249 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 716.
2026-01-14 00:11:44.256 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 717.
2026-01-14 00:11:44.278 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 720.
2026-01-14 00:11:44.289 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 721.
2026-01-14 00:11:44.299 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 718.
 72%|███████▏  | 719/1000 [00:20<00:08, 32.46it/s]2026-01-14 00:11:44.337 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 722.
2026-01-14 00:11:44.341 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 719.
2026-01-14 00:11:44.372 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 721.
2026-01-14 00:11:44.373 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 723.
2026-01-14 00:11:44.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 720.
2026-01-14 00:11:44.408 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 724.
 72%|███████▏  | 723/1000 [00:20<00:08, 33.01it/s]2026-01-14 00:11:44.414 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 722.
2026-01-14 00:11:44.421 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 725.
2026-01-14 00:11:44.451 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 726.
2026-01-14 00:11:44.458 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 723.
2026-01-14 00:11:44.495 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 727.
2026-01-14 00:11:44.504 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 724.
2026-01-14 00:11:44.518 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 725.
2026-01-14 00:11:44.536 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 728.
2026-01-14 00:11:44.539 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 726.
 73%|███████▎  | 727/1000 [00:20<00:08, 32.49it/s]2026-01-14 00:11:44.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 729.
2026-01-14 00:11:44.575 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 727.
2026-01-14 00:11:44.582 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 730.
2026-01-14 00:11:44.614 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 731.
2026-01-14 00:11:44.626 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 728.
2026-01-14 00:11:44.639 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 729.
2026-01-14 00:11:44.666 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 730.
 73%|███████▎  | 731/1000 [00:21<00:08, 32.60it/s]2026-01-14 00:11:44.670 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 732.
2026-01-14 00:11:44.683 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 733.
2026-01-14 00:11:44.689 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 731.
2026-01-14 00:11:44.699 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 734.
2026-01-14 00:11:44.733 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 735.
2026-01-14 00:11:44.760 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 733.
2026-01-14 00:11:44.766 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 732.
2026-01-14 00:11:44.784 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 734.
 74%|███████▎  | 735/1000 [00:21<00:08, 32.92it/s]2026-01-14 00:11:44.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 736.
2026-01-14 00:11:44.807 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 737.
2026-01-14 00:11:44.818 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 735.
2026-01-14 00:11:44.820 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 738.
2026-01-14 00:11:44.855 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 739.
2026-01-14 00:11:44.868 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 736.
2026-01-14 00:11:44.896 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 737.
2026-01-14 00:11:44.901 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 740.
 74%|███████▍  | 739/1000 [00:21<00:07, 32.81it/s]2026-01-14 00:11:44.908 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 738.
2026-01-14 00:11:44.925 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 741.
2026-01-14 00:11:44.936 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 742.
2026-01-14 00:11:44.951 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 739.
2026-01-14 00:11:44.985 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 740.
2026-01-14 00:11:44.984 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 743.
2026-01-14 00:11:45.011 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 744.
2026-01-14 00:11:45.021 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 742.
2026-01-14 00:11:45.027 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 741.
 74%|███████▍  | 743/1000 [00:21<00:07, 33.07it/s]2026-01-14 00:11:45.045 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 745.
2026-01-14 00:11:45.055 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 746.
2026-01-14 00:11:45.068 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 743.
2026-01-14 00:11:45.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 744.
2026-01-14 00:11:45.101 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 747.
2026-01-14 00:11:45.130 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 745.
2026-01-14 00:11:45.130 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 748.
2026-01-14 00:11:45.142 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 746.
 75%|███████▍  | 747/1000 [00:21<00:07, 33.28it/s]2026-01-14 00:11:45.162 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 749.
2026-01-14 00:11:45.179 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 747.
2026-01-14 00:11:45.176 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 750.
2026-01-14 00:11:45.211 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 751.
2026-01-14 00:11:45.214 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 748.
2026-01-14 00:11:45.246 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 752.
2026-01-14 00:11:45.252 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 749.
2026-01-14 00:11:45.261 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 750.
 75%|███████▌  | 751/1000 [00:21<00:07, 33.29it/s]2026-01-14 00:11:45.287 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 753.
2026-01-14 00:11:45.299 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 754.
2026-01-14 00:11:45.298 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 751.
2026-01-14 00:11:45.327 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 752.
2026-01-14 00:11:45.333 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 755.
2026-01-14 00:11:45.356 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 756.
2026-01-14 00:11:45.374 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 753.
2026-01-14 00:11:45.377 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 754.
 76%|███████▌  | 755/1000 [00:21<00:07, 34.11it/s]2026-01-14 00:11:45.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 757.
2026-01-14 00:11:45.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 758.
2026-01-14 00:11:45.418 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 755.
2026-01-14 00:11:45.443 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 756.
2026-01-14 00:11:45.445 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 759.
2026-01-14 00:11:45.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 760.
2026-01-14 00:11:45.488 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 757.
2026-01-14 00:11:45.488 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 758.
 76%|███████▌  | 759/1000 [00:21<00:06, 34.44it/s]2026-01-14 00:11:45.517 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 761.
2026-01-14 00:11:45.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 759.
2026-01-14 00:11:45.529 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 762.
2026-01-14 00:11:45.553 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 760.
2026-01-14 00:11:45.562 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 763.
2026-01-14 00:11:45.587 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 764.
2026-01-14 00:11:45.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 761.
2026-01-14 00:11:45.611 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 762.
 76%|███████▋  | 763/1000 [00:21<00:06, 34.04it/s]2026-01-14 00:11:45.633 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 765.
2026-01-14 00:11:45.643 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 763.
2026-01-14 00:11:45.647 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 766.
2026-01-14 00:11:45.670 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 764.
2026-01-14 00:11:45.678 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 767.
2026-01-14 00:11:45.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 768.
2026-01-14 00:11:45.717 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 765.
2026-01-14 00:11:45.734 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 766.
 77%|███████▋  | 767/1000 [00:22<00:07, 32.71it/s]2026-01-14 00:11:45.747 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 769.
2026-01-14 00:11:45.763 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 767.
2026-01-14 00:11:45.770 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 770.
2026-01-14 00:11:45.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 768.
2026-01-14 00:11:45.799 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 771.
2026-01-14 00:11:45.828 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 772.
2026-01-14 00:11:45.834 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 769.
2026-01-14 00:11:45.848 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 770.
 77%|███████▋  | 771/1000 [00:22<00:06, 34.30it/s]2026-01-14 00:11:45.871 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 773.
2026-01-14 00:11:45.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 771.
2026-01-14 00:11:45.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 774.
2026-01-14 00:11:45.912 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 775.
2026-01-14 00:11:45.916 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 772.
2026-01-14 00:11:45.949 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 776.
2026-01-14 00:11:45.959 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 774.
2026-01-14 00:11:45.962 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 773.
 78%|███████▊  | 775/1000 [00:22<00:06, 33.74it/s]2026-01-14 00:11:45.986 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 777.
2026-01-14 00:11:45.991 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 775.
2026-01-14 00:11:45.997 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 778.
2026-01-14 00:11:46.019 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 779.
2026-01-14 00:11:46.034 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 776.
2026-01-14 00:11:46.066 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 780.
2026-01-14 00:11:46.074 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 777.
2026-01-14 00:11:46.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 778.
 78%|███████▊  | 779/1000 [00:22<00:06, 33.92it/s]2026-01-14 00:11:46.101 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 779.
2026-01-14 00:11:46.105 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 781.
2026-01-14 00:11:46.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 782.
2026-01-14 00:11:46.126 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 783.
2026-01-14 00:11:46.152 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 780.
2026-01-14 00:11:46.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 784.
2026-01-14 00:11:46.190 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 781.
2026-01-14 00:11:46.204 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 782.
 78%|███████▊  | 783/1000 [00:22<00:06, 33.99it/s]2026-01-14 00:11:46.210 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 783.
2026-01-14 00:11:46.224 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 785.
2026-01-14 00:11:46.235 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 786.
2026-01-14 00:11:46.247 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 787.
2026-01-14 00:11:46.264 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 784.
2026-01-14 00:11:46.302 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 788.
2026-01-14 00:11:46.316 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 785.
2026-01-14 00:11:46.329 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 787.
2026-01-14 00:11:46.329 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 786.
 79%|███████▊  | 787/1000 [00:22<00:06, 33.42it/s]2026-01-14 00:11:46.345 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 789.
2026-01-14 00:11:46.357 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 790.
2026-01-14 00:11:46.371 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 791.
2026-01-14 00:11:46.386 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 788.
2026-01-14 00:11:46.417 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 792.
2026-01-14 00:11:46.422 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 789.
2026-01-14 00:11:46.448 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 790.
 79%|███████▉  | 791/1000 [00:22<00:06, 33.34it/s]2026-01-14 00:11:46.453 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 793.
2026-01-14 00:11:46.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 791.
2026-01-14 00:11:46.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 794.
2026-01-14 00:11:46.486 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 795.
2026-01-14 00:11:46.505 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 792.
2026-01-14 00:11:46.539 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 793.
2026-01-14 00:11:46.543 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 796.
2026-01-14 00:11:46.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 794.
2026-01-14 00:11:46.574 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 797.
2026-01-14 00:11:46.568 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 795.
 80%|███████▉  | 795/1000 [00:22<00:06, 33.03it/s]2026-01-14 00:11:46.598 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 798.
2026-01-14 00:11:46.608 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 799.
2026-01-14 00:11:46.617 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 796.
2026-01-14 00:11:46.651 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 800.
2026-01-14 00:11:46.657 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 797.
2026-01-14 00:11:46.686 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 798.
2026-01-14 00:11:46.693 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 799.
2026-01-14 00:11:46.693 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 801.
 80%|███████▉  | 799/1000 [00:23<00:06, 33.33it/s]2026-01-14 00:11:46.718 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 802.
2026-01-14 00:11:46.729 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 803.
2026-01-14 00:11:46.731 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 800.
2026-01-14 00:11:46.766 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 804.
2026-01-14 00:11:46.776 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 801.
2026-01-14 00:11:46.808 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 803.
2026-01-14 00:11:46.811 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 802.
 80%|████████  | 803/1000 [00:23<00:05, 32.99it/s]2026-01-14 00:11:46.818 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 805.
2026-01-14 00:11:46.841 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 806.
2026-01-14 00:11:46.843 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 804.
2026-01-14 00:11:46.850 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 807.
2026-01-14 00:11:46.874 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 808.
2026-01-14 00:11:46.899 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 805.
2026-01-14 00:11:46.925 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 806.
 81%|████████  | 807/1000 [00:23<00:05, 33.69it/s]2026-01-14 00:11:46.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 809.
2026-01-14 00:11:46.933 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 807.
2026-01-14 00:11:46.952 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 810.
2026-01-14 00:11:46.960 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 808.
2026-01-14 00:11:46.967 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 811.
2026-01-14 00:11:46.999 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 812.
2026-01-14 00:11:47.014 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 809.
2026-01-14 00:11:47.042 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 810.
2026-01-14 00:11:47.048 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 811.
2026-01-14 00:11:47.048 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 813.
 81%|████████  | 811/1000 [00:23<00:05, 33.49it/s]2026-01-14 00:11:47.072 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 812.
2026-01-14 00:11:47.077 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 814.
2026-01-14 00:11:47.089 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 815.
2026-01-14 00:11:47.101 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 816.
2026-01-14 00:11:47.131 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 813.
2026-01-14 00:11:47.163 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 814.
2026-01-14 00:11:47.167 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 817.
 82%|████████▏ | 815/1000 [00:23<00:05, 33.58it/s]2026-01-14 00:11:47.182 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 815.
2026-01-14 00:11:47.188 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 816.
2026-01-14 00:11:47.193 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 818.
2026-01-14 00:11:47.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 819.
2026-01-14 00:11:47.234 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 817.
2026-01-14 00:11:47.235 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 820.
2026-01-14 00:11:47.270 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 821.
2026-01-14 00:11:47.276 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 818.
 82%|████████▏ | 819/1000 [00:23<00:05, 34.47it/s]2026-01-14 00:11:47.304 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 819.
2026-01-14 00:11:47.310 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 822.
2026-01-14 00:11:47.325 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 820.
2026-01-14 00:11:47.342 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 823.
2026-01-14 00:11:47.352 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 821.
2026-01-14 00:11:47.359 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 824.
2026-01-14 00:11:47.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 825.
2026-01-14 00:11:47.390 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 822.
 82%|████████▏ | 823/1000 [00:23<00:05, 34.33it/s]2026-01-14 00:11:47.421 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 826.
2026-01-14 00:11:47.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 823.
2026-01-14 00:11:47.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 824.
2026-01-14 00:11:47.461 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 825.
2026-01-14 00:11:47.467 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 827.
2026-01-14 00:11:47.478 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 828.
2026-01-14 00:11:47.495 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 829.
2026-01-14 00:11:47.506 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 826.
 83%|████████▎ | 827/1000 [00:23<00:05, 34.33it/s]2026-01-14 00:11:47.535 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 830.
2026-01-14 00:11:47.556 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 827.
2026-01-14 00:11:47.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 828.
2026-01-14 00:11:47.579 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 829.
2026-01-14 00:11:47.582 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 831.
2026-01-14 00:11:47.592 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 832.
2026-01-14 00:11:47.612 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 833.
2026-01-14 00:11:47.621 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 830.
 83%|████████▎ | 831/1000 [00:23<00:04, 34.46it/s]2026-01-14 00:11:47.653 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 834.
2026-01-14 00:11:47.670 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 831.
2026-01-14 00:11:47.673 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 832.
2026-01-14 00:11:47.698 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 835.
2026-01-14 00:11:47.703 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 833.
2026-01-14 00:11:47.707 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 836.
2026-01-14 00:11:47.742 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 834.
2026-01-14 00:11:47.739 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 837.
 84%|████████▎ | 835/1000 [00:24<00:04, 34.08it/s]2026-01-14 00:11:47.776 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 838.
2026-01-14 00:11:47.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 836.
2026-01-14 00:11:47.791 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 835.
2026-01-14 00:11:47.821 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 837.
2026-01-14 00:11:47.816 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 839.
2026-01-14 00:11:47.826 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 840.
2026-01-14 00:11:47.859 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 841.
2026-01-14 00:11:47.860 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 838.
 84%|████████▍ | 839/1000 [00:24<00:04, 33.96it/s]2026-01-14 00:11:47.900 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 842.
2026-01-14 00:11:47.909 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 840.
2026-01-14 00:11:47.928 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 839.
2026-01-14 00:11:47.956 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 841.
2026-01-14 00:11:47.946 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 843.
2026-01-14 00:11:47.960 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 844.
2026-01-14 00:11:47.983 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 842.
 84%|████████▍ | 843/1000 [00:24<00:04, 33.85it/s]2026-01-14 00:11:47.989 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 845.
2026-01-14 00:11:48.012 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 846.
2026-01-14 00:11:48.035 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 843.
2026-01-14 00:11:48.047 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 844.
2026-01-14 00:11:48.065 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 847.
2026-01-14 00:11:48.072 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 845.
2026-01-14 00:11:48.076 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 848.
2026-01-14 00:11:48.092 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 846.
2026-01-14 00:11:48.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 849.
 85%|████████▍ | 847/1000 [00:24<00:04, 34.01it/s]2026-01-14 00:11:48.128 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 850.
2026-01-14 00:11:48.162 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 847.
2026-01-14 00:11:48.164 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 848.
2026-01-14 00:11:48.186 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 849.
2026-01-14 00:11:48.186 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 851.
2026-01-14 00:11:48.194 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 852.
2026-01-14 00:11:48.209 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 850.
2026-01-14 00:11:48.217 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 853.
 85%|████████▌ | 851/1000 [00:24<00:04, 34.17it/s]2026-01-14 00:11:48.252 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 854.
2026-01-14 00:11:48.284 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 852.
2026-01-14 00:11:48.286 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 851.
2026-01-14 00:11:48.298 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 853.
2026-01-14 00:11:48.309 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 855.
2026-01-14 00:11:48.318 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 856.
2026-01-14 00:11:48.330 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 857.
2026-01-14 00:11:48.333 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 854.
 86%|████████▌ | 855/1000 [00:24<00:04, 33.93it/s]2026-01-14 00:11:48.366 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 858.
2026-01-14 00:11:48.398 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 855.
2026-01-14 00:11:48.407 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 856.
2026-01-14 00:11:48.415 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 857.
2026-01-14 00:11:48.426 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 859.
2026-01-14 00:11:48.436 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 860.
2026-01-14 00:11:48.442 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 858.
 86%|████████▌ | 859/1000 [00:24<00:04, 34.80it/s]2026-01-14 00:11:48.445 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 861.
2026-01-14 00:11:48.476 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 862.
2026-01-14 00:11:48.512 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 859.
2026-01-14 00:11:48.525 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 861.
2026-01-14 00:11:48.531 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 860.
2026-01-14 00:11:48.543 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 863.
2026-01-14 00:11:48.556 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 862.
2026-01-14 00:11:48.556 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 864.
 86%|████████▋ | 863/1000 [00:24<00:03, 34.31it/s]2026-01-14 00:11:48.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 865.
2026-01-14 00:11:48.593 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 866.
2026-01-14 00:11:48.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 863.
2026-01-14 00:11:48.643 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 864.
2026-01-14 00:11:48.647 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 865.
2026-01-14 00:11:48.661 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 867.
2026-01-14 00:11:48.669 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 868.
2026-01-14 00:11:48.677 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 866.
 87%|████████▋ | 867/1000 [00:25<00:03, 34.29it/s]2026-01-14 00:11:48.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 869.
2026-01-14 00:11:48.713 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 870.
2026-01-14 00:11:48.747 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 867.
2026-01-14 00:11:48.765 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 868.
2026-01-14 00:11:48.771 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 869.
2026-01-14 00:11:48.780 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 871.
2026-01-14 00:11:48.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 870.
2026-01-14 00:11:48.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 872.
 87%|████████▋ | 871/1000 [00:25<00:03, 33.56it/s]2026-01-14 00:11:48.805 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 873.
2026-01-14 00:11:48.830 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 874.
2026-01-14 00:11:48.857 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 871.
2026-01-14 00:11:48.886 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 873.
2026-01-14 00:11:48.887 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 875.
2026-01-14 00:11:48.893 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 872.
2026-01-14 00:11:48.912 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 874.
 88%|████████▊ | 875/1000 [00:25<00:03, 34.68it/s]2026-01-14 00:11:48.914 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 876.
2026-01-14 00:11:48.929 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 877.
2026-01-14 00:11:48.940 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 878.
2026-01-14 00:11:48.967 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 875.
2026-01-14 00:11:48.996 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 876.
2026-01-14 00:11:48.994 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 879.
2026-01-14 00:11:49.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 877.
2026-01-14 00:11:49.024 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 878.
 88%|████████▊ | 879/1000 [00:25<00:03, 34.76it/s]2026-01-14 00:11:49.025 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 880.
2026-01-14 00:11:49.048 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 881.
2026-01-14 00:11:49.058 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 882.
2026-01-14 00:11:49.077 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 879.
2026-01-14 00:11:49.107 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 883.
2026-01-14 00:11:49.115 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 880.
2026-01-14 00:11:49.140 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 882.
2026-01-14 00:11:49.139 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 881.
2026-01-14 00:11:49.152 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 884.
 88%|████████▊ | 883/1000 [00:25<00:03, 33.62it/s]2026-01-14 00:11:49.180 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 885.
2026-01-14 00:11:49.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 883.
2026-01-14 00:11:49.194 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 886.
2026-01-14 00:11:49.225 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 887.
2026-01-14 00:11:49.240 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 884.
2026-01-14 00:11:49.275 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 885.
2026-01-14 00:11:49.277 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 886.
 89%|████████▊ | 887/1000 [00:25<00:03, 33.34it/s]2026-01-14 00:11:49.280 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 888.
2026-01-14 00:11:49.313 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 887.
2026-01-14 00:11:49.306 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 889.
2026-01-14 00:11:49.321 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 890.
2026-01-14 00:11:49.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 891.
2026-01-14 00:11:49.362 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 888.
2026-01-14 00:11:49.403 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 892.
2026-01-14 00:11:49.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 890.
2026-01-14 00:11:49.406 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 889.
 89%|████████▉ | 891/1000 [00:25<00:03, 32.35it/s]2026-01-14 00:11:49.432 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 891.
2026-01-14 00:11:49.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 893.
2026-01-14 00:11:49.455 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 894.
2026-01-14 00:11:49.471 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 895.
2026-01-14 00:11:49.479 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 892.
2026-01-14 00:11:49.514 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 896.
2026-01-14 00:11:49.519 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 893.
2026-01-14 00:11:49.547 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 894.
 90%|████████▉ | 895/1000 [00:25<00:03, 31.09it/s]2026-01-14 00:11:49.553 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 897.
2026-01-14 00:11:49.560 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 895.
2026-01-14 00:11:49.578 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 898.
2026-01-14 00:11:49.596 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 899.
2026-01-14 00:11:49.600 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 896.
2026-01-14 00:11:49.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 900.
2026-01-14 00:11:49.640 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 897.
2026-01-14 00:11:49.673 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 899.
2026-01-14 00:11:49.673 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 898.
 90%|████████▉ | 899/1000 [00:26<00:03, 31.41it/s]2026-01-14 00:11:49.677 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 901.
2026-01-14 00:11:49.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 902.
2026-01-14 00:11:49.719 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 900.
2026-01-14 00:11:49.725 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 903.
2026-01-14 00:11:49.749 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 901.
2026-01-14 00:11:49.754 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 904.
2026-01-14 00:11:49.786 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 905.
2026-01-14 00:11:49.804 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 902.
 90%|█████████ | 903/1000 [00:26<00:03, 31.15it/s]2026-01-14 00:11:49.817 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 903.
2026-01-14 00:11:49.840 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 904.
2026-01-14 00:11:49.841 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 906.
2026-01-14 00:11:49.856 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 907.
2026-01-14 00:11:49.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 905.
2026-01-14 00:11:49.882 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 908.
2026-01-14 00:11:49.913 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 909.
2026-01-14 00:11:49.939 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 907.
 91%|█████████ | 907/1000 [00:26<00:03, 30.70it/s]2026-01-14 00:11:49.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 906.
2026-01-14 00:11:49.962 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 910.
2026-01-14 00:11:49.972 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 911.
2026-01-14 00:11:49.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 908.
2026-01-14 00:11:50.002 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 909.
2026-01-14 00:11:50.009 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 912.
2026-01-14 00:11:50.040 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 913.
2026-01-14 00:11:50.060 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 910.
2026-01-14 00:11:50.066 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 911.
 91%|█████████ | 911/1000 [00:26<00:02, 31.03it/s]2026-01-14 00:11:50.091 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 912.
2026-01-14 00:11:50.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 914.
2026-01-14 00:11:50.097 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 915.
2026-01-14 00:11:50.125 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 913.
2026-01-14 00:11:50.131 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 916.
2026-01-14 00:11:50.161 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 917.
2026-01-14 00:11:50.178 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 914.
 92%|█████████▏| 915/1000 [00:26<00:02, 32.21it/s]2026-01-14 00:11:50.182 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 915.
2026-01-14 00:11:50.213 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 916.
2026-01-14 00:11:50.210 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 918.
2026-01-14 00:11:50.222 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 919.
2026-01-14 00:11:50.243 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 917.
2026-01-14 00:11:50.249 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 920.
2026-01-14 00:11:50.276 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 921.
2026-01-14 00:11:50.305 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 919.
2026-01-14 00:11:50.306 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 918.
 92%|█████████▏| 919/1000 [00:26<00:02, 31.50it/s]2026-01-14 00:11:50.331 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 920.
2026-01-14 00:11:50.335 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 922.
2026-01-14 00:11:50.345 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 923.
2026-01-14 00:11:50.353 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 921.
2026-01-14 00:11:50.355 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 924.
2026-01-14 00:11:50.385 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 925.
2026-01-14 00:11:50.422 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 922.
 92%|█████████▏| 923/1000 [00:26<00:02, 32.61it/s]2026-01-14 00:11:50.435 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 923.
2026-01-14 00:11:50.442 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 924.
2026-01-14 00:11:50.452 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 926.
2026-01-14 00:11:50.465 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 925.
2026-01-14 00:11:50.465 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 927.
2026-01-14 00:11:50.479 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 928.
2026-01-14 00:11:50.491 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 929.
2026-01-14 00:11:50.532 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 926.
 93%|█████████▎| 927/1000 [00:26<00:02, 33.54it/s]2026-01-14 00:11:50.548 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 927.
2026-01-14 00:11:50.562 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 930.
2026-01-14 00:11:50.572 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 928.
2026-01-14 00:11:50.576 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 931.
2026-01-14 00:11:50.588 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 929.
2026-01-14 00:11:50.603 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 932.
2026-01-14 00:11:50.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 933.
2026-01-14 00:11:50.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 930.
 93%|█████████▎| 931/1000 [00:26<00:02, 34.00it/s]2026-01-14 00:11:50.659 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 931.
2026-01-14 00:11:50.675 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 934.
2026-01-14 00:11:50.689 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 935.
2026-01-14 00:11:50.700 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 932.
2026-01-14 00:11:50.707 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 933.
2026-01-14 00:11:50.727 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 936.
2026-01-14 00:11:50.742 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 937.
2026-01-14 00:11:50.766 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 934.
2026-01-14 00:11:50.771 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 935.
 94%|█████████▎| 935/1000 [00:27<00:01, 34.03it/s]2026-01-14 00:11:50.799 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 938.
2026-01-14 00:11:50.810 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 936.
2026-01-14 00:11:50.816 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 939.
2026-01-14 00:11:50.820 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 937.
2026-01-14 00:11:50.844 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 940.
2026-01-14 00:11:50.863 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 941.
2026-01-14 00:11:50.891 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 938.
2026-01-14 00:11:50.891 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 939.
 94%|█████████▍| 939/1000 [00:27<00:01, 33.42it/s]2026-01-14 00:11:50.921 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 942.
2026-01-14 00:11:50.935 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 940.
2026-01-14 00:11:50.935 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 943.
2026-01-14 00:11:50.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 941.
2026-01-14 00:11:50.963 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 944.
2026-01-14 00:11:50.972 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 945.
2026-01-14 00:11:51.019 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 943.
 94%|█████████▍| 943/1000 [00:27<00:01, 32.80it/s]2026-01-14 00:11:51.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 942.
2026-01-14 00:11:51.042 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 946.
2026-01-14 00:11:51.055 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 945.
2026-01-14 00:11:51.056 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 944.
2026-01-14 00:11:51.054 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 947.
2026-01-14 00:11:51.086 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 948.
2026-01-14 00:11:51.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 949.
2026-01-14 00:11:51.128 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 946.
2026-01-14 00:11:51.129 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 947.
 95%|█████████▍| 947/1000 [00:27<00:01, 33.71it/s]2026-01-14 00:11:51.168 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 948.
2026-01-14 00:11:51.161 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 950.
2026-01-14 00:11:51.172 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 951.
2026-01-14 00:11:51.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 949.
2026-01-14 00:11:51.200 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 952.
2026-01-14 00:11:51.221 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 953.
2026-01-14 00:11:51.252 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 950.
2026-01-14 00:11:51.255 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 951.
 95%|█████████▌| 951/1000 [00:27<00:01, 32.90it/s]2026-01-14 00:11:51.287 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 952.
2026-01-14 00:11:51.286 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 954.
2026-01-14 00:11:51.295 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 955.
2026-01-14 00:11:51.301 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 953.
2026-01-14 00:11:51.317 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 956.
2026-01-14 00:11:51.333 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 957.
2026-01-14 00:11:51.376 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 954.
 96%|█████████▌| 955/1000 [00:27<00:01, 33.16it/s]2026-01-14 00:11:51.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 955.
2026-01-14 00:11:51.401 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 956.
2026-01-14 00:11:51.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 958.
2026-01-14 00:11:51.415 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 959.
2026-01-14 00:11:51.417 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 957.
2026-01-14 00:11:51.429 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 960.
2026-01-14 00:11:51.446 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 961.
2026-01-14 00:11:51.493 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 958.
2026-01-14 00:11:51.498 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 959.
 96%|█████████▌| 959/1000 [00:27<00:01, 33.15it/s]2026-01-14 00:11:51.515 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 960.
2026-01-14 00:11:51.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 962.
2026-01-14 00:11:51.530 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 961.
2026-01-14 00:11:51.532 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 963.
2026-01-14 00:11:51.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 964.
2026-01-14 00:11:51.559 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 965.
2026-01-14 00:11:51.611 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 962.
 96%|█████████▋| 963/1000 [00:27<00:01, 33.56it/s]2026-01-14 00:11:51.619 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 963.
2026-01-14 00:11:51.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 964.
2026-01-14 00:11:51.641 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 965.
2026-01-14 00:11:51.641 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 966.
2026-01-14 00:11:51.649 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 967.
2026-01-14 00:11:51.661 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 968.
2026-01-14 00:11:51.673 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 969.
2026-01-14 00:11:51.726 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 966.
2026-01-14 00:11:51.731 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 967.
 97%|█████████▋| 967/1000 [00:28<00:00, 33.68it/s]2026-01-14 00:11:51.750 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 968.
2026-01-14 00:11:51.755 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 969.
2026-01-14 00:11:51.757 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 970.
2026-01-14 00:11:51.768 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 971.
2026-01-14 00:11:51.777 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 972.
2026-01-14 00:11:51.792 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 973.
2026-01-14 00:11:51.841 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 970.
 97%|█████████▋| 971/1000 [00:28<00:00, 34.04it/s]2026-01-14 00:11:51.854 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 971.
2026-01-14 00:11:51.866 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 972.
2026-01-14 00:11:51.871 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 974.
2026-01-14 00:11:51.879 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 973.
2026-01-14 00:11:51.882 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 975.
2026-01-14 00:11:51.892 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 976.
2026-01-14 00:11:51.909 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 977.
2026-01-14 00:11:51.958 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 974.
 98%|█████████▊| 975/1000 [00:28<00:00, 34.10it/s]2026-01-14 00:11:51.972 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 976.
2026-01-14 00:11:51.976 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 975.
2026-01-14 00:11:51.985 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 978.
2026-01-14 00:11:51.994 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 977.
2026-01-14 00:11:51.993 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 979.
2026-01-14 00:11:52.003 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 980.
2026-01-14 00:11:52.032 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 981.
2026-01-14 00:11:52.073 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 978.
 98%|█████████▊| 979/1000 [00:28<00:00, 34.38it/s]2026-01-14 00:11:52.079 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 979.
2026-01-14 00:11:52.088 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 980.
2026-01-14 00:11:52.102 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 982.
2026-01-14 00:11:52.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 981.
2026-01-14 00:11:52.114 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 983.
2026-01-14 00:11:52.124 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 984.
2026-01-14 00:11:52.156 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 985.
2026-01-14 00:11:52.195 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 982.
 98%|█████████▊| 983/1000 [00:28<00:00, 34.19it/s]2026-01-14 00:11:52.203 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 984.
2026-01-14 00:11:52.206 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 983.
2026-01-14 00:11:52.223 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 986.
2026-01-14 00:11:52.235 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 987.
2026-01-14 00:11:52.238 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 985.
2026-01-14 00:11:52.246 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 988.
2026-01-14 00:11:52.278 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 989.
2026-01-14 00:11:52.310 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 986.
 99%|█████████▊| 987/1000 [00:28<00:00, 34.38it/s]2026-01-14 00:11:52.325 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 988.
2026-01-14 00:11:52.330 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 987.
2026-01-14 00:11:52.339 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 990.
2026-01-14 00:11:52.353 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 991.
2026-01-14 00:11:52.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 989.
2026-01-14 00:11:52.364 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 992.
2026-01-14 00:11:52.393 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 993.
2026-01-14 00:11:52.416 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 990.
 99%|█████████▉| 991/1000 [00:28<00:00, 35.08it/s]2026-01-14 00:11:52.446 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 991.
2026-01-14 00:11:52.447 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 994.
2026-01-14 00:11:52.449 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 992.
2026-01-14 00:11:52.473 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 995.
2026-01-14 00:11:52.478 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 993.
2026-01-14 00:11:52.482 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 996.
2026-01-14 00:11:52.506 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 997.
2026-01-14 00:11:52.530 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 994.
100%|█████████▉| 995/1000 [00:28<00:00, 34.80it/s]2026-01-14 00:11:52.561 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 995.
2026-01-14 00:11:52.561 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 998.
2026-01-14 00:11:52.569 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 996.
2026-01-14 00:11:52.584 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 999.
2026-01-14 00:11:52.594 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 997.
2026-01-14 00:11:52.627 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 998.
2026-01-14 00:11:52.654 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 999.
100%|██████████| 1000/1000 [00:29<00:00, 34.48it/s]
2026-01-14 00:11:52.822 | INFO     | pybandits.offline_policy_evaluator:_estimate_importance_weight:943 - Data prediction of importance weights based on logreg model.
2026-01-14 00:11:52.900 | INFO     | pybandits.offline_policy_evaluator:evaluate:1089 - Offline Policy Evaluation for reward_0.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/scipy/stats/_resampling.py:147: RuntimeWarning: invalid value encountered in scalar divide
  a_hat = 1/6 * sum(nums) / sum(dens)**(3/2)
/home/runner/work/pybandits/pybandits/pybandits/offline_policy_estimator.py:145: DegenerateDataWarning: The BCa confidence interval cannot be calculated. This problem is known to occur when the distribution is degenerate or the statistic is np.min.
  bootstrap_result = bootstrap(

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[6]:

	value	lower	upper	std	estimator	objective
0	0.491235	0.459003	0.525777	0.017031	b-ipw	reward_0
1	0.499953	0.494115	0.505484	0.002899	dm	reward_0
2	0.498418	0.466282	0.531025	0.016495	dr	reward_0
3	0.499953	0.493971	0.505349	0.002915	dros-opt	reward_0
4	0.498418	0.466551	0.531234	0.016601	dros-pess	reward_0
5	0.497148	0.462609	0.530110	0.017351	ipw	reward_0
6	0.000000	NaN	NaN	0.000000	rep	reward_0
7	0.498417	0.465145	0.530120	0.016557	sndr	reward_0
8	0.497398	0.463670	0.532216	0.017326	snips	reward_0
9	0.498418	0.465924	0.530557	0.016627	sg-dr	reward_0
10	0.497148	0.462768	0.531603	0.017419	sg-ipw	reward_0
11	0.499953	0.494220	0.505738	0.002942	switch-dr	reward_0

[7]:

evaluator.update_and_evaluate(mab=mab, visualize=True, n_mc_experiments=1000)

2026-01-14 00:11:54.132 | INFO     | pybandits.offline_policy_evaluator:_update_mab:1171 - Offline policy update for <class 'pybandits.cmab.CmabBernoulliCC'>.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pytensor/link/c/cmodule.py:2968: UserWarning: PyTensor could not link to a BLAS installation. Operations that might benefit from BLAS will be severely degraded.
This usually happens when PyTensor is installed via pip. We recommend it be installed via conda/mamba/pixi instead.
Alternatively, you can use an experimental backend such as Numba or JAX that perform their own BLAS optimizations, by setting `pytensor.config.mode == 'NUMBA'` or passing `mode='NUMBA'` when compiling a PyTensor function.
For more options and details see https://pytensor.readthedocs.io/en/latest/troubleshooting.html#how-do-i-configure-test-my-blas-library
  warnings.warn(

/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/rich/live.py:256:
UserWarning: install "ipywidgets" for Jupyter support
  warnings.warn('install "ipywidgets" for Jupyter support')

/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/rich/live.py:256:
UserWarning: install "ipywidgets" for Jupyter support
  warnings.warn('install "ipywidgets" for Jupyter support')

2026-01-14 00:12:01.749 | INFO     | pybandits.offline_policy_evaluator:estimate_policy:1001 - Data prediction of expected policy based on Monte Carlo experiments using 4 cores.
  0%|          | 0/1000 [00:00<?, ?it/s]2026-01-14 00:12:01.804 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 2.
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  0%|          | 5/1000 [00:00<00:38, 26.13it/s]2026-01-14 00:12:02.023 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 5.
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  1%|          | 9/1000 [00:00<00:32, 30.77it/s]2026-01-14 00:12:02.110 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 11.
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  1%|▏         | 13/1000 [00:00<00:32, 30.54it/s]2026-01-14 00:12:02.240 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 15.
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  2%|▏         | 17/1000 [00:00<00:32, 30.18it/s]2026-01-14 00:12:02.377 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 19.
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  2%|▏         | 21/1000 [00:00<00:32, 30.39it/s]2026-01-14 00:12:02.503 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 20.
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2026-01-14 00:12:02.577 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 22.
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  2%|▎         | 25/1000 [00:00<00:31, 31.23it/s]2026-01-14 00:12:02.634 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 25.
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2026-01-14 00:12:02.704 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 27.
2026-01-14 00:12:02.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 26.
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  3%|▎         | 29/1000 [00:00<00:30, 31.44it/s]2026-01-14 00:12:02.755 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 29.
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2026-01-14 00:12:02.814 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 31.
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2026-01-14 00:12:02.870 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 33.
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  3%|▎         | 33/1000 [00:01<00:30, 31.71it/s]2026-01-14 00:12:02.877 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 35.
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2026-01-14 00:12:02.932 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 37.
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  4%|▎         | 37/1000 [00:01<00:30, 31.62it/s]2026-01-14 00:12:02.999 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 39.
2026-01-14 00:12:02.999 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 36.
2026-01-14 00:12:03.038 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 40.
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2026-01-14 00:12:03.123 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 40.
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2026-01-14 00:12:03.233 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 47.
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  4%|▍         | 45/1000 [00:01<00:30, 31.05it/s]2026-01-14 00:12:03.275 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 45.
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  5%|▍         | 49/1000 [00:01<00:29, 32.44it/s]2026-01-14 00:12:03.387 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 49.
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2026-01-14 00:12:03.434 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 50.
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  5%|▌         | 53/1000 [00:01<00:30, 31.53it/s]2026-01-14 00:12:03.510 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 52.
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2026-01-14 00:12:03.612 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 59.
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  6%|▌         | 57/1000 [00:01<00:29, 32.26it/s]2026-01-14 00:12:03.626 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 57.
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2026-01-14 00:12:03.715 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 62.
2026-01-14 00:12:03.733 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 63.
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  6%|▌         | 61/1000 [00:01<00:29, 32.12it/s]2026-01-14 00:12:03.753 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 61.
2026-01-14 00:12:03.794 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 64.
2026-01-14 00:12:03.798 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 62.
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2026-01-14 00:12:03.808 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 65.
2026-01-14 00:12:03.836 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 66.
2026-01-14 00:12:03.848 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 67.
2026-01-14 00:12:03.883 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 64.
  6%|▋         | 65/1000 [00:02<00:29, 31.57it/s]2026-01-14 00:12:03.887 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 65.
2026-01-14 00:12:03.919 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 66.
2026-01-14 00:12:03.919 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 67.
2026-01-14 00:12:03.923 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 68.
2026-01-14 00:12:03.936 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 69.
2026-01-14 00:12:03.950 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 70.
2026-01-14 00:12:03.965 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 71.
2026-01-14 00:12:04.006 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 68.
  7%|▋         | 69/1000 [00:02<00:29, 31.81it/s]2026-01-14 00:12:04.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 69.
2026-01-14 00:12:04.037 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 70.
2026-01-14 00:12:04.040 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 72.
2026-01-14 00:12:04.050 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 71.
2026-01-14 00:12:04.056 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 73.
2026-01-14 00:12:04.070 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 74.
2026-01-14 00:12:04.093 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 75.
2026-01-14 00:12:04.127 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 72.
  7%|▋         | 73/1000 [00:02<00:28, 32.06it/s]2026-01-14 00:12:04.141 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 73.
2026-01-14 00:12:04.166 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 76.
2026-01-14 00:12:04.169 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 74.
2026-01-14 00:12:04.171 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 75.
2026-01-14 00:12:04.179 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 77.
2026-01-14 00:12:04.214 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 78.
2026-01-14 00:12:04.234 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 79.
2026-01-14 00:12:04.240 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 76.
  8%|▊         | 77/1000 [00:02<00:28, 32.60it/s]2026-01-14 00:12:04.263 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 77.
2026-01-14 00:12:04.283 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 80.
2026-01-14 00:12:04.301 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 79.
2026-01-14 00:12:04.307 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 78.
2026-01-14 00:12:04.319 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 81.
2026-01-14 00:12:04.335 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 82.
2026-01-14 00:12:04.356 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 80.
  8%|▊         | 81/1000 [00:02<00:27, 33.54it/s]2026-01-14 00:12:04.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 83.
2026-01-14 00:12:04.402 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 81.
2026-01-14 00:12:04.403 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 84.
2026-01-14 00:12:04.415 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 82.
2026-01-14 00:12:04.440 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 85.
2026-01-14 00:12:04.445 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 83.
2026-01-14 00:12:04.462 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 86.
2026-01-14 00:12:04.479 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 84.
  8%|▊         | 85/1000 [00:02<00:27, 33.31it/s]2026-01-14 00:12:04.502 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 87.
2026-01-14 00:12:04.522 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 88.
2026-01-14 00:12:04.529 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 85.
2026-01-14 00:12:04.537 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 86.
2026-01-14 00:12:04.568 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 89.
2026-01-14 00:12:04.586 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 87.
2026-01-14 00:12:04.586 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 88.
2026-01-14 00:12:04.586 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 90.
  9%|▉         | 89/1000 [00:02<00:26, 33.76it/s]2026-01-14 00:12:04.627 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 91.
2026-01-14 00:12:04.647 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 89.
2026-01-14 00:12:04.646 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 92.
2026-01-14 00:12:04.656 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 90.
2026-01-14 00:12:04.693 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 93.
2026-01-14 00:12:04.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 92.
2026-01-14 00:12:04.711 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 91.
2026-01-14 00:12:04.714 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 94.
  9%|▉         | 93/1000 [00:02<00:27, 33.45it/s]2026-01-14 00:12:04.753 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 95.
2026-01-14 00:12:04.772 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 96.
2026-01-14 00:12:04.775 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 93.
2026-01-14 00:12:04.789 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 94.
2026-01-14 00:12:04.816 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 97.
2026-01-14 00:12:04.834 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 98.
2026-01-14 00:12:04.836 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 95.
2026-01-14 00:12:04.848 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 96.
 10%|▉         | 97/1000 [00:03<00:27, 32.52it/s]2026-01-14 00:12:04.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 99.
2026-01-14 00:12:04.900 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 98.
2026-01-14 00:12:04.897 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 100.
2026-01-14 00:12:04.907 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 97.
2026-01-14 00:12:04.937 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 101.
2026-01-14 00:12:04.953 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 102.
2026-01-14 00:12:04.972 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 99.
2026-01-14 00:12:04.978 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 100.
 10%|█         | 101/1000 [00:03<00:28, 32.03it/s]2026-01-14 00:12:05.006 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 103.
2026-01-14 00:12:05.022 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 104.
2026-01-14 00:12:05.032 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 101.
2026-01-14 00:12:05.039 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 102.
2026-01-14 00:12:05.064 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 105.
2026-01-14 00:12:05.077 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 106.
2026-01-14 00:12:05.093 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 103.
2026-01-14 00:12:05.108 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 104.
 10%|█         | 105/1000 [00:03<00:28, 31.44it/s]2026-01-14 00:12:05.132 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 107.
2026-01-14 00:12:05.147 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 106.
2026-01-14 00:12:05.149 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 105.
2026-01-14 00:12:05.152 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 108.
2026-01-14 00:12:05.187 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 109.
2026-01-14 00:12:05.209 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 110.
2026-01-14 00:12:05.217 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 107.
2026-01-14 00:12:05.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 108.
 11%|█         | 109/1000 [00:03<00:27, 32.54it/s]2026-01-14 00:12:05.265 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 109.
2026-01-14 00:12:05.259 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 111.
2026-01-14 00:12:05.275 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 112.
2026-01-14 00:12:05.281 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 110.
2026-01-14 00:12:05.311 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 113.
2026-01-14 00:12:05.325 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 114.
2026-01-14 00:12:05.351 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 111.
2026-01-14 00:12:05.352 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 112.
 11%|█▏        | 113/1000 [00:03<00:27, 32.09it/s]2026-01-14 00:12:05.384 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 115.
2026-01-14 00:12:05.392 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 113.
2026-01-14 00:12:05.400 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 116.
2026-01-14 00:12:05.410 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 114.
2026-01-14 00:12:05.429 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 117.
2026-01-14 00:12:05.446 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 118.
2026-01-14 00:12:05.466 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 115.
2026-01-14 00:12:05.479 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 116.
 12%|█▏        | 117/1000 [00:03<00:27, 31.83it/s]2026-01-14 00:12:05.498 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 119.
2026-01-14 00:12:05.509 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 117.
2026-01-14 00:12:05.514 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 120.
2026-01-14 00:12:05.526 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 118.
2026-01-14 00:12:05.545 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 121.
2026-01-14 00:12:05.559 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 122.
2026-01-14 00:12:05.585 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 119.
2026-01-14 00:12:05.593 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 120.
 12%|█▏        | 121/1000 [00:03<00:26, 32.88it/s]2026-01-14 00:12:05.615 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 123.
2026-01-14 00:12:05.624 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 124.
2026-01-14 00:12:05.637 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 121.
2026-01-14 00:12:05.644 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 122.
2026-01-14 00:12:05.670 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 125.
2026-01-14 00:12:05.685 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 126.
2026-01-14 00:12:05.698 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 123.
2026-01-14 00:12:05.699 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 124.
 12%|█▎        | 125/1000 [00:03<00:25, 34.03it/s]2026-01-14 00:12:05.730 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 127.
2026-01-14 00:12:05.744 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 128.
2026-01-14 00:12:05.752 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 126.
2026-01-14 00:12:05.756 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 125.
2026-01-14 00:12:05.789 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 129.
2026-01-14 00:12:05.800 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 127.
2026-01-14 00:12:05.806 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 130.
2026-01-14 00:12:05.820 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 128.
2026-01-14 00:12:05.833 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 131.
 13%|█▎        | 129/1000 [00:04<00:26, 32.67it/s]2026-01-14 00:12:05.872 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 132.
2026-01-14 00:12:05.881 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 129.
2026-01-14 00:12:05.895 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 130.
2026-01-14 00:12:05.908 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 131.
2026-01-14 00:12:05.916 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 133.
2026-01-14 00:12:05.928 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 134.
2026-01-14 00:12:05.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 132.
 13%|█▎        | 133/1000 [00:04<00:25, 33.43it/s]2026-01-14 00:12:05.949 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 135.
2026-01-14 00:12:05.984 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 136.
2026-01-14 00:12:06.002 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 133.
2026-01-14 00:12:06.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 134.
2026-01-14 00:12:06.029 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 135.
2026-01-14 00:12:06.037 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 137.
2026-01-14 00:12:06.054 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 138.
2026-01-14 00:12:06.067 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 139.
2026-01-14 00:12:06.069 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 136.
 14%|█▎        | 137/1000 [00:04<00:26, 32.80it/s]2026-01-14 00:12:06.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 137.
2026-01-14 00:12:06.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 140.
2026-01-14 00:12:06.141 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 139.
2026-01-14 00:12:06.143 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 138.
2026-01-14 00:12:06.154 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 141.
2026-01-14 00:12:06.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 140.
2026-01-14 00:12:06.187 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 142.
 14%|█▍        | 141/1000 [00:04<00:26, 32.47it/s]2026-01-14 00:12:06.201 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 143.
2026-01-14 00:12:06.227 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 141.
2026-01-14 00:12:06.228 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 144.
2026-01-14 00:12:06.268 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 145.
2026-01-14 00:12:06.276 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 142.
2026-01-14 00:12:06.278 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 143.
2026-01-14 00:12:06.305 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 144.
 14%|█▍        | 145/1000 [00:04<00:25, 33.52it/s]2026-01-14 00:12:06.314 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 146.
2026-01-14 00:12:06.330 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 147.
2026-01-14 00:12:06.339 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 145.
2026-01-14 00:12:06.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 148.
2026-01-14 00:12:06.388 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 149.
2026-01-14 00:12:06.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 146.
2026-01-14 00:12:06.419 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 147.
2026-01-14 00:12:06.426 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 148.
 15%|█▍        | 149/1000 [00:04<00:25, 32.88it/s]2026-01-14 00:12:06.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 150.
2026-01-14 00:12:06.458 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 151.
2026-01-14 00:12:06.471 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 152.
2026-01-14 00:12:06.475 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 149.
2026-01-14 00:12:06.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 150.
2026-01-14 00:12:06.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 153.
2026-01-14 00:12:06.545 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 151.
2026-01-14 00:12:06.547 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 152.
 15%|█▌        | 153/1000 [00:04<00:25, 33.54it/s]2026-01-14 00:12:06.555 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 154.
2026-01-14 00:12:06.578 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 155.
2026-01-14 00:12:06.592 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 156.
2026-01-14 00:12:06.612 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 153.
2026-01-14 00:12:06.632 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 154.
2026-01-14 00:12:06.653 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 157.
2026-01-14 00:12:06.664 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 155.
2026-01-14 00:12:06.665 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 158.
2026-01-14 00:12:06.677 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 156.
 16%|█▌        | 157/1000 [00:04<00:25, 32.90it/s]2026-01-14 00:12:06.699 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 159.
2026-01-14 00:12:06.710 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 160.
2026-01-14 00:12:06.736 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 157.
2026-01-14 00:12:06.742 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 158.
2026-01-14 00:12:06.766 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 161.
2026-01-14 00:12:06.778 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 162.
2026-01-14 00:12:06.789 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 159.
2026-01-14 00:12:06.797 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 160.
 16%|█▌        | 161/1000 [00:04<00:25, 33.17it/s]2026-01-14 00:12:06.820 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 163.
2026-01-14 00:12:06.833 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 164.
2026-01-14 00:12:06.850 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 161.
2026-01-14 00:12:06.855 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 162.
2026-01-14 00:12:06.879 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 165.
2026-01-14 00:12:06.889 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 166.
2026-01-14 00:12:06.907 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 163.
2026-01-14 00:12:06.918 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 164.
 16%|█▋        | 165/1000 [00:05<00:25, 33.04it/s]2026-01-14 00:12:06.944 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 167.
2026-01-14 00:12:06.958 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 168.
2026-01-14 00:12:06.963 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 165.
2026-01-14 00:12:06.965 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 166.
2026-01-14 00:12:06.996 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 169.
2026-01-14 00:12:07.012 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 170.
2026-01-14 00:12:07.016 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 167.
2026-01-14 00:12:07.035 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 168.
 17%|█▋        | 169/1000 [00:05<00:24, 33.44it/s]2026-01-14 00:12:07.054 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 171.
2026-01-14 00:12:07.071 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 172.
2026-01-14 00:12:07.081 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 169.
2026-01-14 00:12:07.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 170.
2026-01-14 00:12:07.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 173.
2026-01-14 00:12:07.132 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 174.
2026-01-14 00:12:07.141 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 171.
2026-01-14 00:12:07.148 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 172.
 17%|█▋        | 173/1000 [00:05<00:24, 33.77it/s]2026-01-14 00:12:07.192 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 173.
2026-01-14 00:12:07.181 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 175.
2026-01-14 00:12:07.200 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 176.
2026-01-14 00:12:07.214 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 174.
2026-01-14 00:12:07.238 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 177.
2026-01-14 00:12:07.259 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 175.
2026-01-14 00:12:07.258 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 178.
2026-01-14 00:12:07.278 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 176.
 18%|█▊        | 177/1000 [00:05<00:25, 32.00it/s]2026-01-14 00:12:07.301 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 179.
2026-01-14 00:12:07.319 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 180.
2026-01-14 00:12:07.325 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 178.
2026-01-14 00:12:07.329 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 177.
2026-01-14 00:12:07.363 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 181.
2026-01-14 00:12:07.384 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 179.
2026-01-14 00:12:07.383 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 182.
2026-01-14 00:12:07.395 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 180.
 18%|█▊        | 181/1000 [00:05<00:24, 32.85it/s]2026-01-14 00:12:07.427 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 183.
2026-01-14 00:12:07.442 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 184.
2026-01-14 00:12:07.460 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 182.
2026-01-14 00:12:07.465 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 181.
2026-01-14 00:12:07.507 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 184.
2026-01-14 00:12:07.511 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 183.
2026-01-14 00:12:07.501 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 185.
 18%|█▊        | 185/1000 [00:05<00:24, 32.86it/s]2026-01-14 00:12:07.517 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 186.
2026-01-14 00:12:07.552 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 187.
2026-01-14 00:12:07.567 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 188.
2026-01-14 00:12:07.583 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 185.
2026-01-14 00:12:07.593 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 186.
2026-01-14 00:12:07.616 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 189.
2026-01-14 00:12:07.632 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 187.
2026-01-14 00:12:07.633 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 190.
2026-01-14 00:12:07.650 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 188.
 19%|█▉        | 189/1000 [00:05<00:24, 32.80it/s]2026-01-14 00:12:07.670 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 191.
2026-01-14 00:12:07.688 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 192.
2026-01-14 00:12:07.703 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 189.
2026-01-14 00:12:07.715 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 190.
2026-01-14 00:12:07.738 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 193.
2026-01-14 00:12:07.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 194.
2026-01-14 00:12:07.761 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 191.
2026-01-14 00:12:07.774 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 192.
 19%|█▉        | 193/1000 [00:05<00:24, 32.52it/s]2026-01-14 00:12:07.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 195.
2026-01-14 00:12:07.808 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 196.
2026-01-14 00:12:07.826 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 193.
2026-01-14 00:12:07.840 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 194.
2026-01-14 00:12:07.858 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 197.
2026-01-14 00:12:07.871 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 198.
2026-01-14 00:12:07.886 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 196.
2026-01-14 00:12:07.892 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 195.
 20%|█▉        | 197/1000 [00:06<00:24, 32.86it/s]2026-01-14 00:12:07.917 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 199.
2026-01-14 00:12:07.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 200.
2026-01-14 00:12:07.949 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 198.
2026-01-14 00:12:07.956 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 197.
2026-01-14 00:12:07.982 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 201.
2026-01-14 00:12:07.994 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 202.
2026-01-14 00:12:08.006 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 199.
2026-01-14 00:12:08.014 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 200.
 20%|██        | 201/1000 [00:06<00:24, 33.01it/s]2026-01-14 00:12:08.042 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 203.
2026-01-14 00:12:08.058 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 201.
2026-01-14 00:12:08.060 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 204.
2026-01-14 00:12:08.064 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 202.
2026-01-14 00:12:08.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 205.
2026-01-14 00:12:08.113 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 206.
2026-01-14 00:12:08.123 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 203.
2026-01-14 00:12:08.135 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 204.
 20%|██        | 205/1000 [00:06<00:24, 32.92it/s]2026-01-14 00:12:08.158 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 207.
2026-01-14 00:12:08.171 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 208.
2026-01-14 00:12:08.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 205.
2026-01-14 00:12:08.190 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 206.
2026-01-14 00:12:08.222 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 209.
2026-01-14 00:12:08.232 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 207.
2026-01-14 00:12:08.236 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 210.
 21%|██        | 209/1000 [00:06<00:23, 33.46it/s]2026-01-14 00:12:08.249 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 208.
2026-01-14 00:12:08.272 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 211.
2026-01-14 00:12:08.286 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 212.
2026-01-14 00:12:08.312 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 210.
2026-01-14 00:12:08.313 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 209.
2026-01-14 00:12:08.340 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 213.
2026-01-14 00:12:08.352 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 214.
2026-01-14 00:12:08.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 211.
2026-01-14 00:12:08.365 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 212.
 21%|██▏       | 213/1000 [00:06<00:23, 33.76it/s]2026-01-14 00:12:08.397 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 215.
2026-01-14 00:12:08.407 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 216.
2026-01-14 00:12:08.424 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 213.
2026-01-14 00:12:08.431 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 214.
2026-01-14 00:12:08.459 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 217.
2026-01-14 00:12:08.475 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 215.
2026-01-14 00:12:08.477 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 218.
2026-01-14 00:12:08.496 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 216.
 22%|██▏       | 217/1000 [00:06<00:23, 32.85it/s]2026-01-14 00:12:08.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 219.
2026-01-14 00:12:08.535 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 220.
2026-01-14 00:12:08.548 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 217.
2026-01-14 00:12:08.553 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 218.
2026-01-14 00:12:08.585 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 221.
2026-01-14 00:12:08.598 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 222.
2026-01-14 00:12:08.602 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 220.
2026-01-14 00:12:08.608 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 219.
 22%|██▏       | 221/1000 [00:06<00:23, 33.64it/s]2026-01-14 00:12:08.639 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 223.
2026-01-14 00:12:08.655 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 224.
2026-01-14 00:12:08.669 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 222.
2026-01-14 00:12:08.674 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 221.
2026-01-14 00:12:08.702 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 225.
2026-01-14 00:12:08.720 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 224.
2026-01-14 00:12:08.721 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 226.
2026-01-14 00:12:08.735 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 223.
 22%|██▎       | 225/1000 [00:06<00:23, 32.96it/s]2026-01-14 00:12:08.754 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 227.
2026-01-14 00:12:08.771 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 228.
2026-01-14 00:12:08.787 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 225.
2026-01-14 00:12:08.799 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 226.
2026-01-14 00:12:08.818 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 229.
2026-01-14 00:12:08.831 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 230.
2026-01-14 00:12:08.839 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 227.
2026-01-14 00:12:08.856 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 228.
 23%|██▎       | 229/1000 [00:07<00:23, 32.99it/s]2026-01-14 00:12:08.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 231.
2026-01-14 00:12:08.899 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 229.
2026-01-14 00:12:08.901 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 232.
2026-01-14 00:12:08.910 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 230.
2026-01-14 00:12:08.942 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 233.
2026-01-14 00:12:08.960 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 232.
2026-01-14 00:12:08.960 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 234.
2026-01-14 00:12:08.966 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 231.
 23%|██▎       | 233/1000 [00:07<00:22, 33.93it/s]2026-01-14 00:12:08.996 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 235.
2026-01-14 00:12:09.016 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 236.
2026-01-14 00:12:09.028 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 234.
2026-01-14 00:12:09.039 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 233.
2026-01-14 00:12:09.060 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 237.
2026-01-14 00:12:09.073 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 238.
2026-01-14 00:12:09.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 235.
2026-01-14 00:12:09.088 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 236.
 24%|██▎       | 237/1000 [00:07<00:23, 32.40it/s]2026-01-14 00:12:09.123 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 239.
2026-01-14 00:12:09.138 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 237.
2026-01-14 00:12:09.138 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 240.
2026-01-14 00:12:09.154 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 238.
2026-01-14 00:12:09.173 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 241.
2026-01-14 00:12:09.193 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 242.
2026-01-14 00:12:09.209 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 239.
2026-01-14 00:12:09.216 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 240.
 24%|██▍       | 241/1000 [00:07<00:23, 32.57it/s]2026-01-14 00:12:09.258 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 241.
2026-01-14 00:12:09.248 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 243.
2026-01-14 00:12:09.267 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 244.
2026-01-14 00:12:09.270 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 242.
2026-01-14 00:12:09.308 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 245.
2026-01-14 00:12:09.323 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 243.
2026-01-14 00:12:09.325 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 246.
2026-01-14 00:12:09.344 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 244.
 24%|██▍       | 245/1000 [00:07<00:23, 31.78it/s]2026-01-14 00:12:09.363 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 247.
2026-01-14 00:12:09.397 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 245.
2026-01-14 00:12:09.398 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 248.
2026-01-14 00:12:09.405 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 246.
2026-01-14 00:12:09.434 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 249.
2026-01-14 00:12:09.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 247.
2026-01-14 00:12:09.447 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 250.
2026-01-14 00:12:09.478 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 248.
 25%|██▍       | 249/1000 [00:07<00:23, 31.94it/s]2026-01-14 00:12:09.483 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 251.
2026-01-14 00:12:09.522 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 249.
2026-01-14 00:12:09.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 252.
2026-01-14 00:12:09.527 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 250.
2026-01-14 00:12:09.554 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 253.
2026-01-14 00:12:09.561 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 251.
2026-01-14 00:12:09.570 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 254.
2026-01-14 00:12:09.598 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 255.
2026-01-14 00:12:09.602 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 252.
 25%|██▌       | 253/1000 [00:07<00:23, 31.71it/s]2026-01-14 00:12:09.645 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 253.
2026-01-14 00:12:09.645 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 256.
2026-01-14 00:12:09.651 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 254.
2026-01-14 00:12:09.679 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 255.
2026-01-14 00:12:09.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 257.
2026-01-14 00:12:09.693 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 258.
2026-01-14 00:12:09.723 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 256.
 26%|██▌       | 257/1000 [00:07<00:23, 32.15it/s]2026-01-14 00:12:09.730 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 259.
2026-01-14 00:12:09.771 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 258.
2026-01-14 00:12:09.772 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 257.
2026-01-14 00:12:09.771 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 260.
2026-01-14 00:12:09.804 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 261.
2026-01-14 00:12:09.813 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 259.
2026-01-14 00:12:09.815 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 262.
2026-01-14 00:12:09.855 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 263.
2026-01-14 00:12:09.861 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 260.
 26%|██▌       | 261/1000 [00:08<00:23, 31.36it/s]2026-01-14 00:12:09.892 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 261.
2026-01-14 00:12:09.893 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 262.
2026-01-14 00:12:09.906 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 264.
2026-01-14 00:12:09.927 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 263.
2026-01-14 00:12:09.935 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 265.
2026-01-14 00:12:09.947 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 266.
2026-01-14 00:12:09.972 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 267.
2026-01-14 00:12:09.985 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 264.
 26%|██▋       | 265/1000 [00:08<00:23, 31.84it/s]2026-01-14 00:12:10.027 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 266.
2026-01-14 00:12:10.027 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 265.
2026-01-14 00:12:10.031 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 268.
2026-01-14 00:12:10.053 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 267.
2026-01-14 00:12:10.061 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 269.
2026-01-14 00:12:10.077 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 270.
2026-01-14 00:12:10.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 268.
2026-01-14 00:12:10.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 271.
 27%|██▋       | 269/1000 [00:08<00:22, 32.86it/s]2026-01-14 00:12:10.137 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 272.
2026-01-14 00:12:10.147 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 269.
2026-01-14 00:12:10.178 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 270.
2026-01-14 00:12:10.176 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 271.
2026-01-14 00:12:10.189 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 273.
2026-01-14 00:12:10.210 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 272.
 27%|██▋       | 273/1000 [00:08<00:21, 33.27it/s]2026-01-14 00:12:10.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 274.
2026-01-14 00:12:10.236 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 275.
2026-01-14 00:12:10.250 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 276.
2026-01-14 00:12:10.256 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 273.
2026-01-14 00:12:10.296 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 274.
2026-01-14 00:12:10.306 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 277.
2026-01-14 00:12:10.324 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 275.
2026-01-14 00:12:10.333 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 276.
 28%|██▊       | 277/1000 [00:08<00:21, 33.20it/s]2026-01-14 00:12:10.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 278.
2026-01-14 00:12:10.370 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 279.
2026-01-14 00:12:10.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 277.
2026-01-14 00:12:10.392 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 280.
2026-01-14 00:12:10.409 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 278.
2026-01-14 00:12:10.430 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 281.
2026-01-14 00:12:10.450 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 282.
2026-01-14 00:12:10.456 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 279.
2026-01-14 00:12:10.465 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 280.
 28%|██▊       | 281/1000 [00:08<00:22, 31.85it/s]2026-01-14 00:12:10.491 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 283.
2026-01-14 00:12:10.506 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 284.
2026-01-14 00:12:10.534 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 282.
2026-01-14 00:12:10.536 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 281.
2026-01-14 00:12:10.569 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 283.
2026-01-14 00:12:10.572 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 285.
2026-01-14 00:12:10.581 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 284.
2026-01-14 00:12:10.588 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 286.
 28%|██▊       | 285/1000 [00:08<00:21, 32.56it/s]2026-01-14 00:12:10.611 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 287.
2026-01-14 00:12:10.629 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 288.
2026-01-14 00:12:10.652 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 285.
2026-01-14 00:12:10.675 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 286.
2026-01-14 00:12:10.703 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 288.
2026-01-14 00:12:10.703 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 287.
 29%|██▉       | 289/1000 [00:08<00:21, 32.66it/s]2026-01-14 00:12:10.695 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 289.
2026-01-14 00:12:10.712 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 290.
2026-01-14 00:12:10.747 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 291.
2026-01-14 00:12:10.769 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 292.
2026-01-14 00:12:10.774 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 290.
2026-01-14 00:12:10.789 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 289.
2026-01-14 00:12:10.819 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 293.
2026-01-14 00:12:10.830 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 291.
2026-01-14 00:12:10.836 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 294.
2026-01-14 00:12:10.846 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 292.
 29%|██▉       | 293/1000 [00:09<00:22, 31.71it/s]2026-01-14 00:12:10.871 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 295.
2026-01-14 00:12:10.887 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 296.
2026-01-14 00:12:10.905 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 293.
2026-01-14 00:12:10.922 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 294.
2026-01-14 00:12:10.942 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 297.
2026-01-14 00:12:10.959 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 296.
2026-01-14 00:12:10.963 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 298.
2026-01-14 00:12:10.966 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 295.
 30%|██▉       | 297/1000 [00:09<00:22, 31.60it/s]2026-01-14 00:12:11.000 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 299.
2026-01-14 00:12:11.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 300.
2026-01-14 00:12:11.029 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 297.
2026-01-14 00:12:11.038 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 298.
2026-01-14 00:12:11.063 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 301.
2026-01-14 00:12:11.081 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 302.
2026-01-14 00:12:11.091 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 300.
2026-01-14 00:12:11.093 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 299.
 30%|███       | 301/1000 [00:09<00:21, 32.13it/s]2026-01-14 00:12:11.129 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 303.
2026-01-14 00:12:11.147 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 302.
2026-01-14 00:12:11.146 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 304.
2026-01-14 00:12:11.148 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 301.
2026-01-14 00:12:11.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 305.
2026-01-14 00:12:11.201 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 306.
2026-01-14 00:12:11.209 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 304.
2026-01-14 00:12:11.220 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 303.
 30%|███       | 305/1000 [00:09<00:21, 32.05it/s]2026-01-14 00:12:11.251 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 307.
2026-01-14 00:12:11.267 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 306.
2026-01-14 00:12:11.270 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 308.
2026-01-14 00:12:11.283 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 305.
2026-01-14 00:12:11.305 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 309.
2026-01-14 00:12:11.325 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 310.
2026-01-14 00:12:11.342 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 307.
2026-01-14 00:12:11.345 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 308.
 31%|███       | 309/1000 [00:09<00:21, 32.03it/s]2026-01-14 00:12:11.379 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 311.
2026-01-14 00:12:11.394 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 309.
2026-01-14 00:12:11.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 310.
2026-01-14 00:12:11.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 312.
2026-01-14 00:12:11.433 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 313.
2026-01-14 00:12:11.449 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 314.
2026-01-14 00:12:11.464 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 312.
2026-01-14 00:12:11.466 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 311.
 31%|███▏      | 313/1000 [00:09<00:21, 32.13it/s]2026-01-14 00:12:11.516 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 314.
2026-01-14 00:12:11.506 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 315.
2026-01-14 00:12:11.515 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 313.
2026-01-14 00:12:11.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 316.
2026-01-14 00:12:11.554 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 317.
2026-01-14 00:12:11.574 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 318.
2026-01-14 00:12:11.590 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 315.
2026-01-14 00:12:11.595 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 316.
 32%|███▏      | 317/1000 [00:09<00:21, 31.79it/s]2026-01-14 00:12:11.631 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 319.
2026-01-14 00:12:11.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 317.
2026-01-14 00:12:11.650 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 318.
2026-01-14 00:12:11.650 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 320.
2026-01-14 00:12:11.688 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 321.
2026-01-14 00:12:11.706 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 322.
2026-01-14 00:12:11.717 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 319.
2026-01-14 00:12:11.724 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 320.
 32%|███▏      | 321/1000 [00:09<00:21, 31.74it/s]2026-01-14 00:12:11.758 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 323.
2026-01-14 00:12:11.769 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 322.
2026-01-14 00:12:11.775 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 324.
2026-01-14 00:12:11.789 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 321.
2026-01-14 00:12:11.814 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 325.
2026-01-14 00:12:11.833 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 326.
2026-01-14 00:12:11.839 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 323.
2026-01-14 00:12:11.856 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 324.
 32%|███▎      | 325/1000 [00:10<00:21, 31.31it/s]2026-01-14 00:12:11.875 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 327.
2026-01-14 00:12:11.895 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 328.
2026-01-14 00:12:11.903 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 325.
2026-01-14 00:12:11.929 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 326.
2026-01-14 00:12:11.946 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 329.
2026-01-14 00:12:11.962 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 328.
2026-01-14 00:12:11.973 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 327.
 33%|███▎      | 329/1000 [00:10<00:21, 31.52it/s]2026-01-14 00:12:11.981 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 330.
2026-01-14 00:12:12.001 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 331.
2026-01-14 00:12:12.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 332.
2026-01-14 00:12:12.030 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 329.
2026-01-14 00:12:12.055 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 330.
2026-01-14 00:12:12.074 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 333.
2026-01-14 00:12:12.089 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 331.
2026-01-14 00:12:12.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 332.
 33%|███▎      | 333/1000 [00:10<00:21, 31.31it/s]2026-01-14 00:12:12.110 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 334.
2026-01-14 00:12:12.129 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 335.
2026-01-14 00:12:12.145 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 333.
2026-01-14 00:12:12.149 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 336.
2026-01-14 00:12:12.189 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 337.
2026-01-14 00:12:12.200 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 334.
2026-01-14 00:12:12.221 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 335.
2026-01-14 00:12:12.230 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 336.
2026-01-14 00:12:12.240 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 338.
 34%|███▎      | 337/1000 [00:10<00:21, 31.16it/s]2026-01-14 00:12:12.268 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 337.
2026-01-14 00:12:12.276 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 339.
2026-01-14 00:12:12.290 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 340.
2026-01-14 00:12:12.307 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 338.
2026-01-14 00:12:12.315 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 341.
2026-01-14 00:12:12.356 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 342.
2026-01-14 00:12:12.369 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 339.
2026-01-14 00:12:12.373 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 340.
 34%|███▍      | 341/1000 [00:10<00:21, 30.45it/s]2026-01-14 00:12:12.394 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 341.
2026-01-14 00:12:12.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 343.
2026-01-14 00:12:12.417 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 344.
2026-01-14 00:12:12.431 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 342.
2026-01-14 00:12:12.441 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 345.
2026-01-14 00:12:12.481 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 346.
2026-01-14 00:12:12.494 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 343.
2026-01-14 00:12:12.500 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 344.
 34%|███▍      | 345/1000 [00:10<00:21, 31.11it/s]2026-01-14 00:12:12.522 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 345.
2026-01-14 00:12:12.530 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 347.
2026-01-14 00:12:12.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 348.
2026-01-14 00:12:12.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 346.
2026-01-14 00:12:12.566 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 349.
2026-01-14 00:12:12.609 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 350.
2026-01-14 00:12:12.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 347.
2026-01-14 00:12:12.647 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 348.
2026-01-14 00:12:12.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 349.
 35%|███▍      | 349/1000 [00:10<00:22, 29.29it/s]2026-01-14 00:12:12.659 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 351.
2026-01-14 00:12:12.691 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 350.
2026-01-14 00:12:12.698 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 352.
2026-01-14 00:12:12.712 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 353.
2026-01-14 00:12:12.725 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 351.
2026-01-14 00:12:12.739 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 354.
2026-01-14 00:12:12.781 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 355.
2026-01-14 00:12:12.788 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 353.
 35%|███▌      | 353/1000 [00:10<00:22, 29.40it/s]2026-01-14 00:12:12.798 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 352.
2026-01-14 00:12:12.821 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 354.
2026-01-14 00:12:12.827 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 356.
2026-01-14 00:12:12.840 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 357.
2026-01-14 00:12:12.864 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 355.
2026-01-14 00:12:12.864 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 358.
2026-01-14 00:12:12.908 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 359.
2026-01-14 00:12:12.913 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 356.
 36%|███▌      | 357/1000 [00:11<00:21, 30.27it/s]2026-01-14 00:12:12.936 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 357.
2026-01-14 00:12:12.946 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 358.
2026-01-14 00:12:12.954 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 360.
2026-01-14 00:12:12.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 361.
2026-01-14 00:12:12.985 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 359.
2026-01-14 00:12:12.992 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 362.
2026-01-14 00:12:13.028 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 360.
 36%|███▌      | 361/1000 [00:11<00:20, 31.16it/s]2026-01-14 00:12:13.033 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 363.
2026-01-14 00:12:13.070 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 364.
2026-01-14 00:12:13.075 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 362.
2026-01-14 00:12:13.082 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 361.
2026-01-14 00:12:13.114 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 365.
2026-01-14 00:12:13.117 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 363.
2026-01-14 00:12:13.130 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 366.
2026-01-14 00:12:13.145 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 364.
 36%|███▋      | 365/1000 [00:11<00:19, 32.39it/s]2026-01-14 00:12:13.168 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 367.
2026-01-14 00:12:13.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 368.
2026-01-14 00:12:13.196 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 365.
2026-01-14 00:12:13.212 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 366.
2026-01-14 00:12:13.235 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 369.
2026-01-14 00:12:13.253 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 370.
2026-01-14 00:12:13.260 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 367.
2026-01-14 00:12:13.266 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 368.
 37%|███▋      | 369/1000 [00:11<00:19, 32.64it/s]2026-01-14 00:12:13.301 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 371.
2026-01-14 00:12:13.318 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 370.
2026-01-14 00:12:13.322 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 372.
2026-01-14 00:12:13.332 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 369.
2026-01-14 00:12:13.366 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 373.
2026-01-14 00:12:13.379 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 371.
2026-01-14 00:12:13.387 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 374.
2026-01-14 00:12:13.395 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 372.
 37%|███▋      | 373/1000 [00:11<00:19, 32.14it/s]2026-01-14 00:12:13.421 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 375.
2026-01-14 00:12:13.437 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 376.
2026-01-14 00:12:13.460 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 373.
2026-01-14 00:12:13.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 374.
2026-01-14 00:12:13.502 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 377.
2026-01-14 00:12:13.511 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 375.
2026-01-14 00:12:13.516 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 378.
2026-01-14 00:12:13.522 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 376.
 38%|███▊      | 377/1000 [00:11<00:19, 31.40it/s]2026-01-14 00:12:13.552 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 379.
2026-01-14 00:12:13.569 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 380.
2026-01-14 00:12:13.590 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 377.
2026-01-14 00:12:13.597 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 378.
2026-01-14 00:12:13.623 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 381.
2026-01-14 00:12:13.638 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 382.
2026-01-14 00:12:13.654 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 380.
2026-01-14 00:12:13.655 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 379.
 38%|███▊      | 381/1000 [00:11<00:19, 31.35it/s]2026-01-14 00:12:13.691 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 383.
2026-01-14 00:12:13.704 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 384.
2026-01-14 00:12:13.712 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 381.
2026-01-14 00:12:13.726 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 382.
2026-01-14 00:12:13.748 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 385.
2026-01-14 00:12:13.761 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 386.
2026-01-14 00:12:13.785 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 383.
2026-01-14 00:12:13.792 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 384.
 38%|███▊      | 385/1000 [00:11<00:20, 30.42it/s]2026-01-14 00:12:13.824 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 387.
2026-01-14 00:12:13.835 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 385.
2026-01-14 00:12:13.838 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 388.
2026-01-14 00:12:13.847 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 386.
2026-01-14 00:12:13.886 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 389.
2026-01-14 00:12:13.902 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 388.
2026-01-14 00:12:13.907 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 390.
2026-01-14 00:12:13.912 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 387.
 39%|███▉      | 389/1000 [00:12<00:19, 31.49it/s]2026-01-14 00:12:13.936 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 391.
2026-01-14 00:12:13.952 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 392.
2026-01-14 00:12:13.983 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 389.
2026-01-14 00:12:13.991 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 390.
2026-01-14 00:12:14.015 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 393.
2026-01-14 00:12:14.024 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 391.
2026-01-14 00:12:14.026 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 394.
2026-01-14 00:12:14.034 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 392.
 39%|███▉      | 393/1000 [00:12<00:18, 32.04it/s]2026-01-14 00:12:14.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 395.
2026-01-14 00:12:14.073 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 396.
2026-01-14 00:12:14.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 393.
2026-01-14 00:12:14.115 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 394.
2026-01-14 00:12:14.136 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 397.
2026-01-14 00:12:14.150 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 395.
2026-01-14 00:12:14.151 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 398.
2026-01-14 00:12:14.161 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 396.
 40%|███▉      | 397/1000 [00:12<00:18, 31.87it/s]2026-01-14 00:12:14.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 399.
2026-01-14 00:12:14.198 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 400.
2026-01-14 00:12:14.226 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 397.
2026-01-14 00:12:14.241 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 398.
2026-01-14 00:12:14.260 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 401.
2026-01-14 00:12:14.276 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 402.
2026-01-14 00:12:14.280 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 399.
2026-01-14 00:12:14.284 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 400.
 40%|████      | 401/1000 [00:12<00:18, 31.65it/s]2026-01-14 00:12:14.317 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 403.
2026-01-14 00:12:14.332 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 404.
2026-01-14 00:12:14.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 401.
2026-01-14 00:12:14.359 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 402.
2026-01-14 00:12:14.383 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 405.
2026-01-14 00:12:14.398 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 406.
2026-01-14 00:12:14.410 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 403.
2026-01-14 00:12:14.421 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 404.
 40%|████      | 405/1000 [00:12<00:19, 31.20it/s]2026-01-14 00:12:14.444 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 407.
2026-01-14 00:12:14.456 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 408.
2026-01-14 00:12:14.479 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 405.
2026-01-14 00:12:14.484 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 406.
2026-01-14 00:12:14.515 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 409.
2026-01-14 00:12:14.520 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 407.
2026-01-14 00:12:14.529 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 410.
2026-01-14 00:12:14.533 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 408.
 41%|████      | 409/1000 [00:12<00:18, 31.92it/s]2026-01-14 00:12:14.559 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 411.
2026-01-14 00:12:14.578 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 412.
2026-01-14 00:12:14.599 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 410.
2026-01-14 00:12:14.610 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 409.
2026-01-14 00:12:14.640 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 413.
2026-01-14 00:12:14.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 411.
2026-01-14 00:12:14.656 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 412.
 41%|████▏     | 413/1000 [00:12<00:18, 32.61it/s]2026-01-14 00:12:14.657 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 414.
2026-01-14 00:12:14.693 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 415.
2026-01-14 00:12:14.711 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 413.
2026-01-14 00:12:14.711 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 416.
2026-01-14 00:12:14.739 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 414.
2026-01-14 00:12:14.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 417.
2026-01-14 00:12:14.791 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 415.
2026-01-14 00:12:14.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 418.
2026-01-14 00:12:14.800 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 416.
 42%|████▏     | 417/1000 [00:13<00:19, 30.33it/s]2026-01-14 00:12:14.830 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 419.
2026-01-14 00:12:14.834 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 417.
2026-01-14 00:12:14.843 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 420.
2026-01-14 00:12:14.877 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 418.
2026-01-14 00:12:14.877 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 421.
2026-01-14 00:12:14.919 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 419.
2026-01-14 00:12:14.925 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 420.
2026-01-14 00:12:14.924 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 422.
 42%|████▏     | 421/1000 [00:13<00:18, 31.51it/s]2026-01-14 00:12:14.964 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 421.
2026-01-14 00:12:14.958 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 423.
2026-01-14 00:12:14.972 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 424.
2026-01-14 00:12:14.998 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 422.
2026-01-14 00:12:15.009 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 425.
2026-01-14 00:12:15.042 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 423.
2026-01-14 00:12:15.048 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 426.
2026-01-14 00:12:15.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 424.
 42%|████▎     | 425/1000 [00:13<00:18, 31.02it/s]2026-01-14 00:12:15.080 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 427.
2026-01-14 00:12:15.090 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 425.
2026-01-14 00:12:15.097 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 428.
2026-01-14 00:12:15.137 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 426.
2026-01-14 00:12:15.142 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 429.
2026-01-14 00:12:15.171 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 427.
2026-01-14 00:12:15.178 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 430.
2026-01-14 00:12:15.179 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 428.
 43%|████▎     | 429/1000 [00:13<00:18, 30.72it/s]2026-01-14 00:12:15.212 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 431.
2026-01-14 00:12:15.220 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 429.
2026-01-14 00:12:15.227 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 432.
2026-01-14 00:12:15.247 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 430.
2026-01-14 00:12:15.267 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 433.
2026-01-14 00:12:15.286 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 434.
2026-01-14 00:12:15.301 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 431.
2026-01-14 00:12:15.302 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 432.
 43%|████▎     | 433/1000 [00:13<00:17, 32.05it/s]2026-01-14 00:12:15.335 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 435.
2026-01-14 00:12:15.347 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 436.
2026-01-14 00:12:15.370 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 434.
2026-01-14 00:12:15.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 433.
2026-01-14 00:12:15.402 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 437.
2026-01-14 00:12:15.412 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 438.
2026-01-14 00:12:15.429 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 436.
2026-01-14 00:12:15.431 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 435.
 44%|████▎     | 437/1000 [00:13<00:17, 31.93it/s]2026-01-14 00:12:15.468 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 439.
2026-01-14 00:12:15.478 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 437.
2026-01-14 00:12:15.489 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 438.
2026-01-14 00:12:15.486 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 440.
2026-01-14 00:12:15.526 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 441.
2026-01-14 00:12:15.547 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 442.
2026-01-14 00:12:15.556 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 439.
2026-01-14 00:12:15.561 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 440.
 44%|████▍     | 441/1000 [00:13<00:18, 30.53it/s]2026-01-14 00:12:15.599 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 443.
2026-01-14 00:12:15.609 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 441.
2026-01-14 00:12:15.615 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 444.
2026-01-14 00:12:15.617 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 442.
2026-01-14 00:12:15.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 445.
2026-01-14 00:12:15.663 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 446.
2026-01-14 00:12:15.682 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 443.
2026-01-14 00:12:15.700 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 444.
 44%|████▍     | 445/1000 [00:13<00:18, 30.77it/s]2026-01-14 00:12:15.723 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 447.
2026-01-14 00:12:15.736 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 446.
2026-01-14 00:12:15.737 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 445.
2026-01-14 00:12:15.740 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 448.
2026-01-14 00:12:15.776 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 449.
2026-01-14 00:12:15.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 450.
2026-01-14 00:12:15.811 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 448.
2026-01-14 00:12:15.815 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 447.
 45%|████▍     | 449/1000 [00:14<00:17, 31.85it/s]2026-01-14 00:12:15.842 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 451.
2026-01-14 00:12:15.853 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 452.
2026-01-14 00:12:15.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 450.
2026-01-14 00:12:15.884 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 449.
 45%|████▌     | 453/1000 [00:14<00:16, 32.64it/s]2026-01-14 00:12:15.918 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 453.
2026-01-14 00:12:15.924 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 451.
2026-01-14 00:12:15.926 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 452.
2026-01-14 00:12:15.933 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 454.
2026-01-14 00:12:15.963 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 455.
2026-01-14 00:12:15.976 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 456.
2026-01-14 00:12:16.017 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 454.
2026-01-14 00:12:16.019 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 453.
2026-01-14 00:12:16.049 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 457.
2026-01-14 00:12:16.056 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 455.
 46%|████▌     | 457/1000 [00:14<00:16, 32.24it/s]2026-01-14 00:12:16.060 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 456.
2026-01-14 00:12:16.067 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 458.
2026-01-14 00:12:16.101 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 459.
2026-01-14 00:12:16.122 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 460.
2026-01-14 00:12:16.124 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 457.
2026-01-14 00:12:16.147 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 458.
2026-01-14 00:12:16.167 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 461.
2026-01-14 00:12:16.190 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 462.
2026-01-14 00:12:16.197 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 459.
2026-01-14 00:12:16.200 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 460.
 46%|████▌     | 461/1000 [00:14<00:17, 31.10it/s]2026-01-14 00:12:16.238 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 463.
2026-01-14 00:12:16.255 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 464.
2026-01-14 00:12:16.259 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 462.
2026-01-14 00:12:16.263 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 461.
2026-01-14 00:12:16.302 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 465.
2026-01-14 00:12:16.321 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 463.
2026-01-14 00:12:16.318 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 466.
2026-01-14 00:12:16.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 464.
 46%|████▋     | 465/1000 [00:14<00:17, 30.54it/s]2026-01-14 00:12:16.362 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 467.
2026-01-14 00:12:16.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 468.
2026-01-14 00:12:16.400 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 465.
2026-01-14 00:12:16.409 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 466.
2026-01-14 00:12:16.435 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 469.
2026-01-14 00:12:16.450 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 470.
2026-01-14 00:12:16.453 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 467.
2026-01-14 00:12:16.462 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 468.
 47%|████▋     | 469/1000 [00:14<00:17, 30.96it/s]2026-01-14 00:12:16.487 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 471.
2026-01-14 00:12:16.499 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 472.
2026-01-14 00:12:16.525 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 469.
2026-01-14 00:12:16.543 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 470.
2026-01-14 00:12:16.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 473.
2026-01-14 00:12:16.579 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 471.
2026-01-14 00:12:16.582 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 472.
2026-01-14 00:12:16.587 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 474.
 47%|████▋     | 473/1000 [00:14<00:16, 31.09it/s]2026-01-14 00:12:16.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 475.
2026-01-14 00:12:16.631 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 473.
2026-01-14 00:12:16.636 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 476.
2026-01-14 00:12:16.663 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 474.
2026-01-14 00:12:16.671 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 477.
2026-01-14 00:12:16.714 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 478.
2026-01-14 00:12:16.717 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 476.
2026-01-14 00:12:16.716 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 475.
 48%|████▊     | 477/1000 [00:14<00:16, 30.81it/s]2026-01-14 00:12:16.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 477.
2026-01-14 00:12:16.757 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 479.
2026-01-14 00:12:16.774 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 480.
2026-01-14 00:12:16.782 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 478.
2026-01-14 00:12:16.791 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 481.
2026-01-14 00:12:16.832 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 482.
2026-01-14 00:12:16.849 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 479.
2026-01-14 00:12:16.870 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 481.
 48%|████▊     | 481/1000 [00:15<00:17, 29.49it/s]2026-01-14 00:12:16.872 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 480.
2026-01-14 00:12:16.889 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 483.
2026-01-14 00:12:16.905 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 482.
2026-01-14 00:12:16.910 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 484.
2026-01-14 00:12:16.923 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 485.
2026-01-14 00:12:16.944 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 486.
2026-01-14 00:12:16.969 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 483.
2026-01-14 00:12:17.000 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 484.
 48%|████▊     | 485/1000 [00:15<00:17, 29.69it/s]2026-01-14 00:12:17.009 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 487.
2026-01-14 00:12:17.013 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 485.
2026-01-14 00:12:17.023 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 486.
2026-01-14 00:12:17.041 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 488.
2026-01-14 00:12:17.052 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 489.
2026-01-14 00:12:17.071 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 490.
2026-01-14 00:12:17.081 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 487.
2026-01-14 00:12:17.123 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 491.
2026-01-14 00:12:17.132 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 488.
 49%|████▉     | 489/1000 [00:15<00:16, 30.12it/s]2026-01-14 00:12:17.145 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 489.
2026-01-14 00:12:17.155 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 490.
2026-01-14 00:12:17.166 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 492.
2026-01-14 00:12:17.182 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 493.
2026-01-14 00:12:17.202 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 494.
2026-01-14 00:12:17.207 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 491.
2026-01-14 00:12:17.256 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 495.
2026-01-14 00:12:17.257 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 492.
 49%|████▉     | 493/1000 [00:15<00:16, 29.99it/s]2026-01-14 00:12:17.280 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 493.
2026-01-14 00:12:17.293 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 494.
2026-01-14 00:12:17.303 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 496.
2026-01-14 00:12:17.320 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 497.
2026-01-14 00:12:17.338 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 498.
2026-01-14 00:12:17.341 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 495.
2026-01-14 00:12:17.377 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 496.
 50%|████▉     | 497/1000 [00:15<00:16, 31.40it/s]2026-01-14 00:12:17.388 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 499.
2026-01-14 00:12:17.415 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 497.
2026-01-14 00:12:17.419 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 498.
2026-01-14 00:12:17.421 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 500.
2026-01-14 00:12:17.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 501.
2026-01-14 00:12:17.471 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 499.
2026-01-14 00:12:17.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 502.
2026-01-14 00:12:17.492 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 500.
 50%|█████     | 501/1000 [00:15<00:15, 32.56it/s]2026-01-14 00:12:17.513 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 503.
2026-01-14 00:12:17.537 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 504.
2026-01-14 00:12:17.558 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 501.
2026-01-14 00:12:17.560 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 502.
2026-01-14 00:12:17.591 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 503.
2026-01-14 00:12:17.599 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 505.
2026-01-14 00:12:17.615 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 506.
2026-01-14 00:12:17.618 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 504.
 50%|█████     | 505/1000 [00:15<00:15, 31.42it/s]2026-01-14 00:12:17.630 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 507.
2026-01-14 00:12:17.673 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 508.
2026-01-14 00:12:17.690 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 505.
2026-01-14 00:12:17.709 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 507.
2026-01-14 00:12:17.712 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 506.
2026-01-14 00:12:17.728 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 509.
2026-01-14 00:12:17.744 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 510.
2026-01-14 00:12:17.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 508.
 51%|█████     | 509/1000 [00:15<00:15, 30.85it/s]2026-01-14 00:12:17.765 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 511.
2026-01-14 00:12:17.805 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 512.
2026-01-14 00:12:17.824 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 509.
2026-01-14 00:12:17.826 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 510.
2026-01-14 00:12:17.853 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 511.
2026-01-14 00:12:17.862 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 513.
2026-01-14 00:12:17.880 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 514.
2026-01-14 00:12:17.883 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 512.
 51%|█████▏    | 513/1000 [00:16<00:15, 30.84it/s]2026-01-14 00:12:17.896 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 515.
2026-01-14 00:12:17.935 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 516.
2026-01-14 00:12:17.957 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 513.
2026-01-14 00:12:17.972 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 514.
2026-01-14 00:12:17.984 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 515.
2026-01-14 00:12:17.998 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 517.
2026-01-14 00:12:18.015 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 516.
 52%|█████▏    | 517/1000 [00:16<00:15, 30.87it/s]2026-01-14 00:12:18.012 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 518.
2026-01-14 00:12:18.028 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 519.
2026-01-14 00:12:18.063 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 520.
2026-01-14 00:12:18.085 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 517.
2026-01-14 00:12:18.109 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 519.
2026-01-14 00:12:18.109 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 518.
2026-01-14 00:12:18.127 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 521.
2026-01-14 00:12:18.139 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 522.
 52%|█████▏    | 521/1000 [00:16<00:15, 30.93it/s]2026-01-14 00:12:18.144 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 520.
2026-01-14 00:12:18.159 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 523.
2026-01-14 00:12:18.192 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 524.
2026-01-14 00:12:18.219 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 522.
2026-01-14 00:12:18.220 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 521.
2026-01-14 00:12:18.242 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 523.
 52%|█████▎    | 525/1000 [00:16<00:15, 31.66it/s]2026-01-14 00:12:18.258 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 525.
2026-01-14 00:12:18.270 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 524.
2026-01-14 00:12:18.276 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 526.
2026-01-14 00:12:18.294 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 527.
2026-01-14 00:12:18.319 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 528.
2026-01-14 00:12:18.346 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 525.
2026-01-14 00:12:18.356 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 526.
2026-01-14 00:12:18.392 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 527.
2026-01-14 00:12:18.388 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 529.
2026-01-14 00:12:18.400 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 528.
2026-01-14 00:12:18.405 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 530.
 53%|█████▎    | 529/1000 [00:16<00:15, 30.98it/s]2026-01-14 00:12:18.445 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 531.
2026-01-14 00:12:18.465 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 532.
2026-01-14 00:12:18.471 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 530.
2026-01-14 00:12:18.479 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 529.
2026-01-14 00:12:18.506 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 533.
2026-01-14 00:12:18.520 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 534.
2026-01-14 00:12:18.551 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 531.
2026-01-14 00:12:18.552 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 532.
 53%|█████▎    | 533/1000 [00:16<00:15, 29.91it/s]2026-01-14 00:12:18.586 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 535.
2026-01-14 00:12:18.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 533.
2026-01-14 00:12:18.606 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 534.
2026-01-14 00:12:18.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 536.
2026-01-14 00:12:18.637 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 537.
2026-01-14 00:12:18.651 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 538.
2026-01-14 00:12:18.678 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 535.
2026-01-14 00:12:18.694 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 536.
 54%|█████▎    | 537/1000 [00:16<00:15, 29.45it/s]2026-01-14 00:12:18.713 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 539.
2026-01-14 00:12:18.728 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 540.
2026-01-14 00:12:18.732 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 537.
2026-01-14 00:12:18.739 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 538.
2026-01-14 00:12:18.766 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 541.
2026-01-14 00:12:18.778 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 542.
2026-01-14 00:12:18.809 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 539.
 54%|█████▍    | 540/1000 [00:17<00:16, 28.48it/s]2026-01-14 00:12:18.818 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 540.
2026-01-14 00:12:18.845 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 543.
2026-01-14 00:12:18.859 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 541.
2026-01-14 00:12:18.860 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 544.
2026-01-14 00:12:18.867 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 542.
2026-01-14 00:12:18.894 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 545.
2026-01-14 00:12:18.906 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 546.
2026-01-14 00:12:18.940 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 543.
 54%|█████▍    | 544/1000 [00:17<00:15, 28.79it/s]2026-01-14 00:12:18.949 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 544.
2026-01-14 00:12:18.973 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 547.
2026-01-14 00:12:18.984 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 548.
2026-01-14 00:12:18.989 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 546.
2026-01-14 00:12:18.990 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 545.
2026-01-14 00:12:19.028 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 549.
2026-01-14 00:12:19.045 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 547.
 55%|█████▍    | 548/1000 [00:17<00:14, 31.52it/s]2026-01-14 00:12:19.046 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 550.
2026-01-14 00:12:19.065 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 548.
2026-01-14 00:12:19.085 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 551.
2026-01-14 00:12:19.121 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 549.
2026-01-14 00:12:19.122 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 550.
2026-01-14 00:12:19.122 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 552.
2026-01-14 00:12:19.157 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 551.
2026-01-14 00:12:19.158 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 553.
2026-01-14 00:12:19.175 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 554.
 55%|█████▌    | 552/1000 [00:17<00:14, 31.14it/s]2026-01-14 00:12:19.201 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 552.
2026-01-14 00:12:19.217 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 555.
2026-01-14 00:12:19.260 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 554.
2026-01-14 00:12:19.260 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 553.
2026-01-14 00:12:19.259 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 556.
2026-01-14 00:12:19.298 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 555.
2026-01-14 00:12:19.298 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 557.
 56%|█████▌    | 556/1000 [00:17<00:14, 30.51it/s]2026-01-14 00:12:19.316 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 558.
2026-01-14 00:12:19.347 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 556.
2026-01-14 00:12:19.355 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 559.
2026-01-14 00:12:19.388 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 560.
2026-01-14 00:12:19.406 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 557.
2026-01-14 00:12:19.410 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 558.
2026-01-14 00:12:19.437 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 559.
 56%|█████▌    | 560/1000 [00:17<00:14, 31.03it/s]2026-01-14 00:12:19.443 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 561.
2026-01-14 00:12:19.456 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 562.
2026-01-14 00:12:19.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 560.
2026-01-14 00:12:19.476 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 563.
2026-01-14 00:12:19.519 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 564.
2026-01-14 00:12:19.532 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 561.
2026-01-14 00:12:19.554 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 562.
2026-01-14 00:12:19.564 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 563.
2026-01-14 00:12:19.576 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 565.
 56%|█████▋    | 564/1000 [00:17<00:14, 30.41it/s]2026-01-14 00:12:19.598 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 566.
2026-01-14 00:12:19.607 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 564.
2026-01-14 00:12:19.617 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 567.
2026-01-14 00:12:19.659 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 565.
2026-01-14 00:12:19.661 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 568.
2026-01-14 00:12:19.680 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 566.
2026-01-14 00:12:19.702 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 567.
2026-01-14 00:12:19.701 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 569.
 57%|█████▋    | 568/1000 [00:17<00:14, 29.48it/s]2026-01-14 00:12:19.719 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 570.
2026-01-14 00:12:19.748 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 568.
2026-01-14 00:12:19.762 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 571.
2026-01-14 00:12:19.796 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 569.
2026-01-14 00:12:19.798 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 572.
2026-01-14 00:12:19.808 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 570.
2026-01-14 00:12:19.842 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 571.
2026-01-14 00:12:19.841 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 573.
 57%|█████▋    | 572/1000 [00:18<00:14, 29.57it/s]2026-01-14 00:12:19.856 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 574.
2026-01-14 00:12:19.884 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 572.
2026-01-14 00:12:19.891 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 575.
2026-01-14 00:12:19.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 573.
2026-01-14 00:12:19.928 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 576.
2026-01-14 00:12:19.942 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 574.
2026-01-14 00:12:19.964 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 577.
2026-01-14 00:12:19.973 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 575.
2026-01-14 00:12:19.981 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 578.
 58%|█████▊    | 576/1000 [00:18<00:13, 30.55it/s]2026-01-14 00:12:20.005 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 576.
2026-01-14 00:12:20.010 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 579.
2026-01-14 00:12:20.047 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 580.
2026-01-14 00:12:20.063 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 577.
2026-01-14 00:12:20.065 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 578.
2026-01-14 00:12:20.090 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 579.
 58%|█████▊    | 580/1000 [00:18<00:13, 31.64it/s]2026-01-14 00:12:20.096 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 581.
2026-01-14 00:12:20.110 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 582.
2026-01-14 00:12:20.126 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 580.
2026-01-14 00:12:20.131 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 583.
2026-01-14 00:12:20.173 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 584.
2026-01-14 00:12:20.181 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 581.
2026-01-14 00:12:20.207 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 582.
2026-01-14 00:12:20.215 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 583.
 58%|█████▊    | 584/1000 [00:18<00:13, 31.55it/s]2026-01-14 00:12:20.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 585.
2026-01-14 00:12:20.252 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 584.
2026-01-14 00:12:20.252 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 586.
2026-01-14 00:12:20.264 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 587.
2026-01-14 00:12:20.291 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 585.
2026-01-14 00:12:20.296 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 588.
2026-01-14 00:12:20.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 589.
2026-01-14 00:12:20.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 586.
2026-01-14 00:12:20.353 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 587.
 59%|█████▉    | 588/1000 [00:18<00:13, 31.07it/s]2026-01-14 00:12:20.373 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 588.
2026-01-14 00:12:20.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 590.
2026-01-14 00:12:20.389 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 591.
2026-01-14 00:12:20.406 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 592.
2026-01-14 00:12:20.413 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 589.
2026-01-14 00:12:20.455 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 593.
2026-01-14 00:12:20.464 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 590.
2026-01-14 00:12:20.481 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 591.
 59%|█████▉    | 592/1000 [00:18<00:13, 31.13it/s]2026-01-14 00:12:20.493 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 592.
2026-01-14 00:12:20.500 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 594.
2026-01-14 00:12:20.517 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 595.
2026-01-14 00:12:20.533 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 596.
2026-01-14 00:12:20.525 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 593.
2026-01-14 00:12:20.568 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 597.
2026-01-14 00:12:20.573 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 594.
2026-01-14 00:12:20.607 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 596.
 60%|█████▉    | 596/1000 [00:18<00:12, 31.24it/s]2026-01-14 00:12:20.615 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 595.
2026-01-14 00:12:20.611 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 598.
2026-01-14 00:12:20.647 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 597.
2026-01-14 00:12:20.639 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 599.
2026-01-14 00:12:20.655 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 600.
2026-01-14 00:12:20.686 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 598.
2026-01-14 00:12:20.689 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 601.
2026-01-14 00:12:20.724 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 602.
2026-01-14 00:12:20.736 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 600.
2026-01-14 00:12:20.736 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 599.
 60%|██████    | 600/1000 [00:18<00:12, 31.23it/s]2026-01-14 00:12:20.767 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 603.
2026-01-14 00:12:20.768 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 601.
2026-01-14 00:12:20.782 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 604.
2026-01-14 00:12:20.801 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 602.
2026-01-14 00:12:20.811 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 605.
2026-01-14 00:12:20.846 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 606.
2026-01-14 00:12:20.860 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 603.
 60%|██████    | 604/1000 [00:19<00:12, 31.42it/s]2026-01-14 00:12:20.869 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 604.
2026-01-14 00:12:20.890 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 605.
2026-01-14 00:12:20.898 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 607.
2026-01-14 00:12:20.911 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 608.
2026-01-14 00:12:20.928 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 606.
2026-01-14 00:12:20.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 609.
2026-01-14 00:12:20.970 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 610.
2026-01-14 00:12:20.984 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 607.
 61%|██████    | 608/1000 [00:19<00:12, 31.63it/s]2026-01-14 00:12:21.009 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 608.
2026-01-14 00:12:21.011 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 609.
2026-01-14 00:12:21.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 611.
2026-01-14 00:12:21.045 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 612.
2026-01-14 00:12:21.058 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 610.
2026-01-14 00:12:21.060 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 613.
2026-01-14 00:12:21.098 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 611.
 61%|██████    | 612/1000 [00:19<00:11, 32.72it/s]2026-01-14 00:12:21.099 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 614.
2026-01-14 00:12:21.142 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 612.
2026-01-14 00:12:21.140 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 615.
2026-01-14 00:12:21.145 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 613.
2026-01-14 00:12:21.173 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 616.
2026-01-14 00:12:21.179 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 614.
2026-01-14 00:12:21.184 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 617.
2026-01-14 00:12:21.226 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 615.
2026-01-14 00:12:21.226 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 618.
 62%|██████▏   | 616/1000 [00:19<00:11, 32.05it/s]2026-01-14 00:12:21.260 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 616.
2026-01-14 00:12:21.263 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 617.
2026-01-14 00:12:21.268 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 619.
2026-01-14 00:12:21.293 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 620.
2026-01-14 00:12:21.307 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 621.
2026-01-14 00:12:21.312 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 618.
2026-01-14 00:12:21.350 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 622.
2026-01-14 00:12:21.355 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 619.
 62%|██████▏   | 620/1000 [00:19<00:11, 31.97it/s]2026-01-14 00:12:21.381 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 620.
2026-01-14 00:12:21.392 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 623.
2026-01-14 00:12:21.394 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 621.
2026-01-14 00:12:21.419 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 622.
2026-01-14 00:12:21.424 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 624.
2026-01-14 00:12:21.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 625.
2026-01-14 00:12:21.454 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 626.
2026-01-14 00:12:21.468 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 623.
 62%|██████▏   | 624/1000 [00:19<00:11, 32.92it/s]2026-01-14 00:12:21.507 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 627.
2026-01-14 00:12:21.510 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 624.
2026-01-14 00:12:21.527 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 625.
2026-01-14 00:12:21.539 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 626.
2026-01-14 00:12:21.546 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 628.
2026-01-14 00:12:21.566 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 629.
2026-01-14 00:12:21.583 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 627.
 63%|██████▎   | 628/1000 [00:19<00:11, 33.40it/s]2026-01-14 00:12:21.584 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 630.
2026-01-14 00:12:21.624 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 628.
2026-01-14 00:12:21.627 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 631.
2026-01-14 00:12:21.657 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 629.
2026-01-14 00:12:21.664 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 632.
2026-01-14 00:12:21.668 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 630.
2026-01-14 00:12:21.698 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 633.
2026-01-14 00:12:21.713 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 631.
 63%|██████▎   | 632/1000 [00:19<00:11, 32.31it/s]2026-01-14 00:12:21.714 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 634.
2026-01-14 00:12:21.732 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 632.
2026-01-14 00:12:21.751 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 635.
2026-01-14 00:12:21.769 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 636.
2026-01-14 00:12:21.787 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 633.
2026-01-14 00:12:21.796 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 634.
2026-01-14 00:12:21.819 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 637.
2026-01-14 00:12:21.835 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 638.
2026-01-14 00:12:21.840 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 635.
 64%|██████▎   | 636/1000 [00:20<00:11, 32.35it/s]2026-01-14 00:12:21.856 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 636.
2026-01-14 00:12:21.877 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 639.
2026-01-14 00:12:21.898 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 640.
2026-01-14 00:12:21.908 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 638.
2026-01-14 00:12:21.921 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 637.
2026-01-14 00:12:21.949 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 641.
2026-01-14 00:12:21.962 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 639.
 64%|██████▍   | 640/1000 [00:20<00:11, 32.57it/s]2026-01-14 00:12:21.964 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 642.
2026-01-14 00:12:21.979 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 640.
2026-01-14 00:12:22.002 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 643.
2026-01-14 00:12:22.018 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 644.
2026-01-14 00:12:22.040 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 642.
2026-01-14 00:12:22.045 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 641.
2026-01-14 00:12:22.079 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 645.
2026-01-14 00:12:22.088 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 643.
 64%|██████▍   | 644/1000 [00:20<00:11, 32.11it/s]2026-01-14 00:12:22.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 644.
2026-01-14 00:12:22.094 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 646.
2026-01-14 00:12:22.124 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 647.
2026-01-14 00:12:22.139 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 648.
2026-01-14 00:12:22.163 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 646.
2026-01-14 00:12:22.173 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 645.
 65%|██████▍   | 648/1000 [00:20<00:10, 32.48it/s]2026-01-14 00:12:22.208 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 647.
2026-01-14 00:12:22.198 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 649.
2026-01-14 00:12:22.217 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 650.
2026-01-14 00:12:22.221 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 648.
2026-01-14 00:12:22.244 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 651.
2026-01-14 00:12:22.256 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 652.
2026-01-14 00:12:22.297 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 649.
2026-01-14 00:12:22.301 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 650.
2026-01-14 00:12:22.326 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 653.
2026-01-14 00:12:22.336 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 652.
2026-01-14 00:12:22.338 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 651.
 65%|██████▌   | 652/1000 [00:20<00:10, 31.94it/s]2026-01-14 00:12:22.339 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 654.
2026-01-14 00:12:22.374 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 655.
2026-01-14 00:12:22.386 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 656.
2026-01-14 00:12:22.414 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 653.
2026-01-14 00:12:22.420 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 654.
2026-01-14 00:12:22.444 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 657.
2026-01-14 00:12:22.456 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 658.
2026-01-14 00:12:22.467 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 656.
 66%|██████▌   | 656/1000 [00:20<00:10, 31.69it/s]2026-01-14 00:12:22.472 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 655.
2026-01-14 00:12:22.503 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 659.
2026-01-14 00:12:22.514 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 660.
2026-01-14 00:12:22.528 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 657.
2026-01-14 00:12:22.538 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 658.
2026-01-14 00:12:22.558 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 661.
2026-01-14 00:12:22.568 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 662.
2026-01-14 00:12:22.594 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 659.
 66%|██████▌   | 660/1000 [00:20<00:10, 31.72it/s]2026-01-14 00:12:22.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 660.
2026-01-14 00:12:22.625 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 663.
2026-01-14 00:12:22.635 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 664.
2026-01-14 00:12:22.650 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 662.
2026-01-14 00:12:22.654 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 661.
2026-01-14 00:12:22.687 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 665.
2026-01-14 00:12:22.701 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 664.
2026-01-14 00:12:22.703 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 666.
 66%|██████▋   | 664/1000 [00:20<00:10, 32.64it/s]2026-01-14 00:12:22.714 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 663.
2026-01-14 00:12:22.736 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 667.
2026-01-14 00:12:22.749 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 668.
2026-01-14 00:12:22.780 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 665.
2026-01-14 00:12:22.790 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 666.
2026-01-14 00:12:22.809 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 669.
2026-01-14 00:12:22.821 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 670.
2026-01-14 00:12:22.832 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 667.
 67%|██████▋   | 668/1000 [00:21<00:10, 32.62it/s]2026-01-14 00:12:22.838 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 668.
2026-01-14 00:12:22.859 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 671.
2026-01-14 00:12:22.870 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 672.
2026-01-14 00:12:22.896 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 669.
2026-01-14 00:12:22.906 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 670.
2026-01-14 00:12:22.927 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 673.
2026-01-14 00:12:22.938 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 674.
2026-01-14 00:12:22.951 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 672.
2026-01-14 00:12:22.954 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 671.
 67%|██████▋   | 672/1000 [00:21<00:10, 32.71it/s]2026-01-14 00:12:22.981 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 675.
2026-01-14 00:12:22.993 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 676.
2026-01-14 00:12:23.013 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 673.
2026-01-14 00:12:23.023 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 674.
2026-01-14 00:12:23.060 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 675.
2026-01-14 00:12:23.056 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 677.
 68%|██████▊   | 676/1000 [00:21<00:09, 33.09it/s]2026-01-14 00:12:23.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 676.
2026-01-14 00:12:23.069 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 678.
2026-01-14 00:12:23.101 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 679.
2026-01-14 00:12:23.118 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 680.
2026-01-14 00:12:23.141 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 677.
2026-01-14 00:12:23.147 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 678.
2026-01-14 00:12:23.187 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 680.
2026-01-14 00:12:23.177 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 681.
2026-01-14 00:12:23.188 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 679.
 68%|██████▊   | 680/1000 [00:21<00:09, 33.04it/s]2026-01-14 00:12:23.191 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 682.
2026-01-14 00:12:23.221 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 683.
2026-01-14 00:12:23.239 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 684.
2026-01-14 00:12:23.256 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 681.
2026-01-14 00:12:23.273 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 682.
2026-01-14 00:12:23.294 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 685.
2026-01-14 00:12:23.306 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 683.
 68%|██████▊   | 684/1000 [00:21<00:09, 33.25it/s]2026-01-14 00:12:23.314 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 686.
2026-01-14 00:12:23.321 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 684.
2026-01-14 00:12:23.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 687.
2026-01-14 00:12:23.361 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 688.
2026-01-14 00:12:23.387 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 685.
2026-01-14 00:12:23.388 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 686.
2026-01-14 00:12:23.424 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 689.
2026-01-14 00:12:23.430 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 687.
 69%|██████▉   | 688/1000 [00:21<00:09, 32.36it/s]2026-01-14 00:12:23.439 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 690.
2026-01-14 00:12:23.443 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 688.
2026-01-14 00:12:23.470 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 691.
2026-01-14 00:12:23.482 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 692.
2026-01-14 00:12:23.516 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 689.
2026-01-14 00:12:23.530 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 690.
2026-01-14 00:12:23.550 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 693.
2026-01-14 00:12:23.563 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 694.
2026-01-14 00:12:23.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 692.
 69%|██████▉   | 692/1000 [00:21<00:09, 32.33it/s]2026-01-14 00:12:23.566 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 691.
2026-01-14 00:12:23.596 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 695.
2026-01-14 00:12:23.609 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 696.
2026-01-14 00:12:23.636 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 693.
2026-01-14 00:12:23.643 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 694.
2026-01-14 00:12:23.666 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 697.
2026-01-14 00:12:23.676 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 698.
2026-01-14 00:12:23.692 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 696.
2026-01-14 00:12:23.692 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 695.
 70%|██████▉   | 696/1000 [00:21<00:09, 32.20it/s]2026-01-14 00:12:23.719 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 699.
2026-01-14 00:12:23.732 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 700.
2026-01-14 00:12:23.756 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 697.
2026-01-14 00:12:23.757 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 698.
2026-01-14 00:12:23.785 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 701.
2026-01-14 00:12:23.799 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 702.
2026-01-14 00:12:23.805 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 699.
 70%|███████   | 700/1000 [00:22<00:09, 32.88it/s]2026-01-14 00:12:23.821 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 700.
2026-01-14 00:12:23.843 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 703.
2026-01-14 00:12:23.857 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 704.
2026-01-14 00:12:23.877 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 701.
2026-01-14 00:12:23.882 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 702.
2026-01-14 00:12:23.913 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 705.
 70%|███████   | 704/1000 [00:22<00:08, 33.01it/s]2026-01-14 00:12:23.927 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 706.
2026-01-14 00:12:23.924 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 703.
2026-01-14 00:12:23.940 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 704.
2026-01-14 00:12:23.971 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 707.
2026-01-14 00:12:23.991 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 705.
2026-01-14 00:12:23.990 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 708.
2026-01-14 00:12:24.004 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 706.
2026-01-14 00:12:24.026 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 709.
2026-01-14 00:12:24.043 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 710.
2026-01-14 00:12:24.068 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 707.
 71%|███████   | 708/1000 [00:22<00:09, 31.35it/s]2026-01-14 00:12:24.074 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 708.
2026-01-14 00:12:24.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 711.
2026-01-14 00:12:24.115 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 709.
2026-01-14 00:12:24.117 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 710.
2026-01-14 00:12:24.118 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 712.
2026-01-14 00:12:24.154 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 713.
2026-01-14 00:12:24.171 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 714.
2026-01-14 00:12:24.181 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 711.
 71%|███████   | 712/1000 [00:22<00:08, 32.42it/s]2026-01-14 00:12:24.204 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 712.
2026-01-14 00:12:24.222 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 715.
2026-01-14 00:12:24.244 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 713.
2026-01-14 00:12:24.245 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 714.
2026-01-14 00:12:24.256 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 716.
2026-01-14 00:12:24.293 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 717.
2026-01-14 00:12:24.297 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 715.
 72%|███████▏  | 716/1000 [00:22<00:08, 32.49it/s]2026-01-14 00:12:24.309 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 718.
2026-01-14 00:12:24.326 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 716.
2026-01-14 00:12:24.344 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 719.
2026-01-14 00:12:24.381 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 720.
2026-01-14 00:12:24.384 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 718.
2026-01-14 00:12:24.384 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 717.
2026-01-14 00:12:24.414 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 719.
 72%|███████▏  | 720/1000 [00:22<00:08, 33.61it/s]2026-01-14 00:12:24.420 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 721.
2026-01-14 00:12:24.436 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 722.
2026-01-14 00:12:24.455 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 720.
2026-01-14 00:12:24.454 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 723.
2026-01-14 00:12:24.499 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 724.
2026-01-14 00:12:24.511 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 721.
2026-01-14 00:12:24.530 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 722.
2026-01-14 00:12:24.540 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 723.
 72%|███████▏  | 724/1000 [00:22<00:08, 32.60it/s]2026-01-14 00:12:24.547 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 725.
2026-01-14 00:12:24.567 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 726.
2026-01-14 00:12:24.579 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 724.
2026-01-14 00:12:24.588 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 727.
2026-01-14 00:12:24.622 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 728.
2026-01-14 00:12:24.625 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 725.
2026-01-14 00:12:24.656 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 726.
2026-01-14 00:12:24.668 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 729.
2026-01-14 00:12:24.677 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 727.
 73%|███████▎  | 728/1000 [00:22<00:08, 31.90it/s]2026-01-14 00:12:24.697 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 730.
2026-01-14 00:12:24.700 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 728.
2026-01-14 00:12:24.712 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 731.
2026-01-14 00:12:24.749 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 732.
2026-01-14 00:12:24.753 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 729.
2026-01-14 00:12:24.785 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 730.
2026-01-14 00:12:24.787 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 731.
 73%|███████▎  | 732/1000 [00:22<00:08, 32.77it/s]2026-01-14 00:12:24.793 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 733.
2026-01-14 00:12:24.829 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 732.
2026-01-14 00:12:24.824 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 734.
2026-01-14 00:12:24.842 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 735.
2026-01-14 00:12:24.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 733.
2026-01-14 00:12:24.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 736.
2026-01-14 00:12:24.915 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 737.
2026-01-14 00:12:24.918 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 734.
2026-01-14 00:12:24.927 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 735.
 74%|███████▎  | 736/1000 [00:23<00:08, 31.13it/s]2026-01-14 00:12:24.952 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 738.
2026-01-14 00:12:24.961 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 736.
2026-01-14 00:12:24.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 739.
2026-01-14 00:12:24.997 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 737.
2026-01-14 00:12:25.006 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 740.
2026-01-14 00:12:25.043 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 741.
2026-01-14 00:12:25.049 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 738.
2026-01-14 00:12:25.059 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 739.
 74%|███████▍  | 740/1000 [00:23<00:08, 31.32it/s]2026-01-14 00:12:25.083 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 740.
2026-01-14 00:12:25.090 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 742.
2026-01-14 00:12:25.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 743.
2026-01-14 00:12:25.120 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 741.
2026-01-14 00:12:25.125 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 744.
2026-01-14 00:12:25.166 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 745.
2026-01-14 00:12:25.181 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 742.
2026-01-14 00:12:25.185 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 743.
 74%|███████▍  | 744/1000 [00:23<00:08, 31.13it/s]2026-01-14 00:12:25.209 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 744.
2026-01-14 00:12:25.215 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 746.
2026-01-14 00:12:25.228 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 747.
2026-01-14 00:12:25.254 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 748.
2026-01-14 00:12:25.264 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 745.
2026-01-14 00:12:25.308 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 746.
2026-01-14 00:12:25.307 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 749.
2026-01-14 00:12:25.310 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 747.
 75%|███████▍  | 748/1000 [00:23<00:07, 31.61it/s]2026-01-14 00:12:25.334 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 748.
2026-01-14 00:12:25.343 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 750.
2026-01-14 00:12:25.357 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 751.
2026-01-14 00:12:25.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 752.
2026-01-14 00:12:25.395 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 749.
2026-01-14 00:12:25.434 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 753.
2026-01-14 00:12:25.436 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 751.
2026-01-14 00:12:25.441 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 750.
 75%|███████▌  | 752/1000 [00:23<00:07, 31.38it/s]2026-01-14 00:12:25.460 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 752.
2026-01-14 00:12:25.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 754.
2026-01-14 00:12:25.489 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 755.
2026-01-14 00:12:25.506 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 756.
2026-01-14 00:12:25.515 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 753.
2026-01-14 00:12:25.555 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 757.
2026-01-14 00:12:25.561 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 754.
2026-01-14 00:12:25.581 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 755.
 76%|███████▌  | 756/1000 [00:23<00:07, 30.61it/s]2026-01-14 00:12:25.587 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 756.
2026-01-14 00:12:25.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 758.
2026-01-14 00:12:25.616 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 759.
2026-01-14 00:12:25.631 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 757.
2026-01-14 00:12:25.631 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 760.
2026-01-14 00:12:25.671 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 761.
2026-01-14 00:12:25.692 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 758.
2026-01-14 00:12:25.708 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 759.
 76%|███████▌  | 760/1000 [00:23<00:07, 30.63it/s]2026-01-14 00:12:25.723 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 760.
2026-01-14 00:12:25.729 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 762.
2026-01-14 00:12:25.748 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 763.
2026-01-14 00:12:25.752 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 761.
2026-01-14 00:12:25.760 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 764.
2026-01-14 00:12:25.797 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 765.
2026-01-14 00:12:25.808 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 762.
2026-01-14 00:12:25.837 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 763.
 76%|███████▋  | 764/1000 [00:24<00:07, 30.97it/s]2026-01-14 00:12:25.845 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 764.
2026-01-14 00:12:25.856 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 766.
2026-01-14 00:12:25.873 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 767.
2026-01-14 00:12:25.878 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 765.
2026-01-14 00:12:25.889 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 768.
2026-01-14 00:12:25.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 769.
2026-01-14 00:12:25.934 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 766.
2026-01-14 00:12:25.963 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 767.
2026-01-14 00:12:25.971 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 768.
 77%|███████▋  | 768/1000 [00:24<00:07, 30.61it/s]2026-01-14 00:12:25.976 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 770.
2026-01-14 00:12:26.012 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 769.
2026-01-14 00:12:26.011 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 771.
2026-01-14 00:12:26.023 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 772.
2026-01-14 00:12:26.046 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 770.
2026-01-14 00:12:26.062 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 773.
2026-01-14 00:12:26.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 772.
2026-01-14 00:12:26.102 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 774.
2026-01-14 00:12:26.104 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 771.
 77%|███████▋  | 772/1000 [00:24<00:07, 30.21it/s]2026-01-14 00:12:26.143 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 773.
2026-01-14 00:12:26.142 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 775.
2026-01-14 00:12:26.154 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 776.
2026-01-14 00:12:26.171 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 774.
2026-01-14 00:12:26.186 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 777.
2026-01-14 00:12:26.227 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 778.
2026-01-14 00:12:26.230 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 776.
2026-01-14 00:12:26.235 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 775.
 78%|███████▊  | 776/1000 [00:24<00:07, 30.66it/s]2026-01-14 00:12:26.261 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 777.
2026-01-14 00:12:26.269 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 779.
2026-01-14 00:12:26.283 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 780.
2026-01-14 00:12:26.306 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 781.
2026-01-14 00:12:26.310 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 778.
2026-01-14 00:12:26.351 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 779.
2026-01-14 00:12:26.352 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 782.
 78%|███████▊  | 780/1000 [00:24<00:07, 31.39it/s]2026-01-14 00:12:26.382 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 780.
2026-01-14 00:12:26.389 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 781.
2026-01-14 00:12:26.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 783.
2026-01-14 00:12:26.423 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 782.
2026-01-14 00:12:26.425 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 784.
2026-01-14 00:12:26.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 785.
2026-01-14 00:12:26.467 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 786.
2026-01-14 00:12:26.477 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 783.
 78%|███████▊  | 784/1000 [00:24<00:06, 31.21it/s]2026-01-14 00:12:26.514 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 787.
2026-01-14 00:12:26.522 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 784.
2026-01-14 00:12:26.527 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 785.
2026-01-14 00:12:26.554 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 786.
2026-01-14 00:12:26.554 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 788.
2026-01-14 00:12:26.569 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 789.
2026-01-14 00:12:26.594 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 787.
2026-01-14 00:12:26.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 790.
 79%|███████▉  | 788/1000 [00:24<00:06, 31.58it/s]2026-01-14 00:12:26.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 788.
2026-01-14 00:12:26.647 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 791.
2026-01-14 00:12:26.657 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 789.
2026-01-14 00:12:26.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 790.
2026-01-14 00:12:26.681 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 792.
2026-01-14 00:12:26.693 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 793.
2026-01-14 00:12:26.725 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 791.
 79%|███████▉  | 792/1000 [00:24<00:06, 32.01it/s]2026-01-14 00:12:26.730 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 794.
2026-01-14 00:12:26.764 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 795.
2026-01-14 00:12:26.773 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 792.
2026-01-14 00:12:26.776 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 793.
2026-01-14 00:12:26.807 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 796.
2026-01-14 00:12:26.812 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 794.
2026-01-14 00:12:26.823 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 797.
2026-01-14 00:12:26.847 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 795.
 80%|███████▉  | 796/1000 [00:25<00:06, 32.21it/s]2026-01-14 00:12:26.858 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 798.
2026-01-14 00:12:26.891 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 799.
2026-01-14 00:12:26.893 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 796.
2026-01-14 00:12:26.910 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 797.
2026-01-14 00:12:26.931 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 800.
2026-01-14 00:12:26.945 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 798.
2026-01-14 00:12:26.945 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 801.
2026-01-14 00:12:26.975 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 799.
 80%|████████  | 800/1000 [00:25<00:06, 31.29it/s]2026-01-14 00:12:26.991 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 802.
2026-01-14 00:12:27.019 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 800.
2026-01-14 00:12:27.026 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 801.
2026-01-14 00:12:27.028 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 803.
2026-01-14 00:12:27.060 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 804.
2026-01-14 00:12:27.072 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 802.
2026-01-14 00:12:27.076 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 805.
2026-01-14 00:12:27.099 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 803.
 80%|████████  | 804/1000 [00:25<00:06, 31.50it/s]2026-01-14 00:12:27.116 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 806.
2026-01-14 00:12:27.148 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 804.
2026-01-14 00:12:27.150 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 805.
2026-01-14 00:12:27.154 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 807.
2026-01-14 00:12:27.193 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 808.
2026-01-14 00:12:27.204 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 806.
2026-01-14 00:12:27.229 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 809.
2026-01-14 00:12:27.243 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 807.
 81%|████████  | 808/1000 [00:25<00:06, 30.88it/s]2026-01-14 00:12:27.253 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 810.
2026-01-14 00:12:27.290 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 811.
2026-01-14 00:12:27.309 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 808.
2026-01-14 00:12:27.321 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 809.
2026-01-14 00:12:27.337 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 810.
2026-01-14 00:12:27.346 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 812.
2026-01-14 00:12:27.358 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 813.
2026-01-14 00:12:27.375 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 811.
 81%|████████  | 812/1000 [00:25<00:06, 30.79it/s]2026-01-14 00:12:27.380 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 814.
2026-01-14 00:12:27.418 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 815.
2026-01-14 00:12:27.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 813.
2026-01-14 00:12:27.440 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 812.
2026-01-14 00:12:27.461 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 814.
2026-01-14 00:12:27.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 816.
2026-01-14 00:12:27.492 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 817.
2026-01-14 00:12:27.499 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 815.
 82%|████████▏ | 816/1000 [00:25<00:05, 30.84it/s]2026-01-14 00:12:27.512 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 818.
2026-01-14 00:12:27.543 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 819.
2026-01-14 00:12:27.548 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 816.
2026-01-14 00:12:27.584 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 817.
2026-01-14 00:12:27.592 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 820.
2026-01-14 00:12:27.600 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 818.
2026-01-14 00:12:27.620 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 821.
2026-01-14 00:12:27.624 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 819.
 82%|████████▏ | 820/1000 [00:25<00:05, 31.11it/s]2026-01-14 00:12:27.637 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 822.
2026-01-14 00:12:27.671 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 823.
2026-01-14 00:12:27.678 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 820.
2026-01-14 00:12:27.709 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 821.
2026-01-14 00:12:27.722 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 822.
2026-01-14 00:12:27.720 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 824.
2026-01-14 00:12:27.744 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 823.
 82%|████████▏ | 824/1000 [00:25<00:05, 32.26it/s]2026-01-14 00:12:27.750 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 825.
2026-01-14 00:12:27.766 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 826.
2026-01-14 00:12:27.787 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 827.
2026-01-14 00:12:27.799 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 824.
2026-01-14 00:12:27.832 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 825.
2026-01-14 00:12:27.836 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 828.
2026-01-14 00:12:27.854 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 826.
2026-01-14 00:12:27.865 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 829.
2026-01-14 00:12:27.876 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 827.
 83%|████████▎ | 828/1000 [00:26<00:05, 31.95it/s]2026-01-14 00:12:27.894 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 830.
2026-01-14 00:12:27.910 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 831.
2026-01-14 00:12:27.925 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 828.
2026-01-14 00:12:27.941 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 829.
2026-01-14 00:12:27.961 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 832.
2026-01-14 00:12:27.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 833.
2026-01-14 00:12:27.991 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 830.
2026-01-14 00:12:27.993 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 831.
 83%|████████▎ | 832/1000 [00:26<00:05, 32.58it/s]2026-01-14 00:12:28.021 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 834.
2026-01-14 00:12:28.030 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 835.
2026-01-14 00:12:28.049 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 832.
2026-01-14 00:12:28.062 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 833.
2026-01-14 00:12:28.083 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 836.
2026-01-14 00:12:28.095 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 837.
2026-01-14 00:12:28.111 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 835.
2026-01-14 00:12:28.113 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 834.
 84%|████████▎ | 836/1000 [00:26<00:05, 32.78it/s]2026-01-14 00:12:28.145 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 838.
2026-01-14 00:12:28.160 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 839.
2026-01-14 00:12:28.167 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 837.
2026-01-14 00:12:28.173 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 836.
2026-01-14 00:12:28.200 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 840.
2026-01-14 00:12:28.216 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 841.
2026-01-14 00:12:28.232 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 838.
2026-01-14 00:12:28.246 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 839.
 84%|████████▍ | 840/1000 [00:26<00:05, 31.94it/s]2026-01-14 00:12:28.269 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 842.
2026-01-14 00:12:28.284 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 843.
2026-01-14 00:12:28.293 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 841.
2026-01-14 00:12:28.296 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 840.
2026-01-14 00:12:28.332 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 844.
2026-01-14 00:12:28.349 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 842.
2026-01-14 00:12:28.347 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 845.
2026-01-14 00:12:28.366 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 843.
 84%|████████▍ | 844/1000 [00:26<00:04, 32.21it/s]2026-01-14 00:12:28.389 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 846.
2026-01-14 00:12:28.404 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 847.
2026-01-14 00:12:28.425 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 844.
2026-01-14 00:12:28.425 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 845.
2026-01-14 00:12:28.457 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 848.
2026-01-14 00:12:28.468 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 846.
2026-01-14 00:12:28.476 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 849.
2026-01-14 00:12:28.489 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 847.
 85%|████████▍ | 848/1000 [00:26<00:04, 32.41it/s]2026-01-14 00:12:28.509 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 850.
2026-01-14 00:12:28.523 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 851.
2026-01-14 00:12:28.552 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 848.
2026-01-14 00:12:28.558 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 849.
2026-01-14 00:12:28.592 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 850.
2026-01-14 00:12:28.589 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 852.
2026-01-14 00:12:28.602 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 851.
 85%|████████▌ | 852/1000 [00:26<00:04, 33.24it/s]2026-01-14 00:12:28.601 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 853.
2026-01-14 00:12:28.637 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 854.
2026-01-14 00:12:28.652 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 855.
2026-01-14 00:12:28.676 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 853.
2026-01-14 00:12:28.675 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 852.
2026-01-14 00:12:28.712 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 856.
2026-01-14 00:12:28.722 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 855.
 86%|████████▌ | 856/1000 [00:26<00:04, 32.76it/s]2026-01-14 00:12:28.725 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 854.
2026-01-14 00:12:28.728 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 857.
2026-01-14 00:12:28.762 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 858.
2026-01-14 00:12:28.780 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 859.
2026-01-14 00:12:28.799 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 856.
2026-01-14 00:12:28.807 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 857.
2026-01-14 00:12:28.832 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 860.
2026-01-14 00:12:28.847 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 861.
2026-01-14 00:12:28.855 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 859.
2026-01-14 00:12:28.861 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 858.
 86%|████████▌ | 860/1000 [00:27<00:04, 31.54it/s]2026-01-14 00:12:28.887 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 862.
2026-01-14 00:12:28.903 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 863.
2026-01-14 00:12:28.921 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 860.
2026-01-14 00:12:28.933 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 861.
2026-01-14 00:12:28.959 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 864.
2026-01-14 00:12:28.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 865.
2026-01-14 00:12:28.976 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 863.
2026-01-14 00:12:28.979 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 862.
 86%|████████▋ | 864/1000 [00:27<00:04, 32.53it/s]2026-01-14 00:12:29.016 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 866.
2026-01-14 00:12:29.039 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 865.
2026-01-14 00:12:29.036 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 867.
2026-01-14 00:12:29.054 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 864.
2026-01-14 00:12:29.075 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 868.
2026-01-14 00:12:29.088 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 869.
2026-01-14 00:12:29.115 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 866.
2026-01-14 00:12:29.120 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 867.
 87%|████████▋ | 868/1000 [00:27<00:04, 31.12it/s]2026-01-14 00:12:29.146 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 870.
2026-01-14 00:12:29.157 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 871.
2026-01-14 00:12:29.172 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 869.
2026-01-14 00:12:29.174 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 868.
2026-01-14 00:12:29.206 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 872.
2026-01-14 00:12:29.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 873.
2026-01-14 00:12:29.223 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 870.
2026-01-14 00:12:29.243 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 871.
 87%|████████▋ | 872/1000 [00:27<00:04, 30.50it/s]2026-01-14 00:12:29.262 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 874.
2026-01-14 00:12:29.297 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 873.
2026-01-14 00:12:29.300 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 875.
2026-01-14 00:12:29.303 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 872.
2026-01-14 00:12:29.328 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 876.
2026-01-14 00:12:29.342 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 874.
2026-01-14 00:12:29.345 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 877.
2026-01-14 00:12:29.383 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 875.
 88%|████████▊ | 876/1000 [00:27<00:04, 30.94it/s]2026-01-14 00:12:29.385 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 878.
2026-01-14 00:12:29.419 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 879.
2026-01-14 00:12:29.423 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 877.
2026-01-14 00:12:29.426 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 876.
2026-01-14 00:12:29.458 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 880.
2026-01-14 00:12:29.470 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 878.
2026-01-14 00:12:29.474 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 881.
2026-01-14 00:12:29.492 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 879.
 88%|████████▊ | 880/1000 [00:27<00:03, 31.41it/s]2026-01-14 00:12:29.512 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 882.
2026-01-14 00:12:29.537 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 883.
2026-01-14 00:12:29.555 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 881.
2026-01-14 00:12:29.557 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 880.
2026-01-14 00:12:29.591 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 884.
2026-01-14 00:12:29.595 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 882.
2026-01-14 00:12:29.603 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 885.
2026-01-14 00:12:29.612 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 883.
 88%|████████▊ | 884/1000 [00:27<00:03, 33.16it/s]2026-01-14 00:12:29.638 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 886.
2026-01-14 00:12:29.649 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 887.
2026-01-14 00:12:29.686 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 885.
2026-01-14 00:12:29.691 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 884.
2026-01-14 00:12:29.717 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 888.
2026-01-14 00:12:29.729 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 886.
2026-01-14 00:12:29.730 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 889.
2026-01-14 00:12:29.733 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 887.
 89%|████████▉ | 888/1000 [00:27<00:03, 32.70it/s]2026-01-14 00:12:29.768 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 890.
2026-01-14 00:12:29.787 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 891.
2026-01-14 00:12:29.803 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 888.
2026-01-14 00:12:29.808 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 889.
2026-01-14 00:12:29.837 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 892.
2026-01-14 00:12:29.850 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 893.
2026-01-14 00:12:29.860 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 890.
2026-01-14 00:12:29.870 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 891.
 89%|████████▉ | 892/1000 [00:28<00:03, 31.83it/s]2026-01-14 00:12:29.898 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 894.
2026-01-14 00:12:29.916 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 895.
2026-01-14 00:12:29.928 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 892.
2026-01-14 00:12:29.936 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 893.
2026-01-14 00:12:29.961 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 896.
2026-01-14 00:12:29.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 897.
2026-01-14 00:12:29.987 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 894.
2026-01-14 00:12:30.003 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 895.
 90%|████████▉ | 896/1000 [00:28<00:03, 31.26it/s]2026-01-14 00:12:30.024 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 898.
2026-01-14 00:12:30.038 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 899.
2026-01-14 00:12:30.054 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 896.
2026-01-14 00:12:30.067 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 897.
2026-01-14 00:12:30.090 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 900.
2026-01-14 00:12:30.103 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 901.
2026-01-14 00:12:30.123 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 898.
2026-01-14 00:12:30.129 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 899.
 90%|█████████ | 900/1000 [00:28<00:03, 30.52it/s]2026-01-14 00:12:30.165 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 902.
2026-01-14 00:12:30.182 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 900.
2026-01-14 00:12:30.180 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 903.
2026-01-14 00:12:30.186 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 901.
2026-01-14 00:12:30.218 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 904.
2026-01-14 00:12:30.238 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 905.
2026-01-14 00:12:30.249 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 902.
2026-01-14 00:12:30.261 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 903.
 90%|█████████ | 904/1000 [00:28<00:03, 31.07it/s]2026-01-14 00:12:30.287 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 906.
2026-01-14 00:12:30.307 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 904.
2026-01-14 00:12:30.304 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 907.
2026-01-14 00:12:30.323 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 905.
2026-01-14 00:12:30.345 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 908.
2026-01-14 00:12:30.367 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 909.
2026-01-14 00:12:30.378 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 906.
2026-01-14 00:12:30.396 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 907.
 91%|█████████ | 908/1000 [00:28<00:02, 31.02it/s]2026-01-14 00:12:30.418 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 910.
2026-01-14 00:12:30.434 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 911.
2026-01-14 00:12:30.438 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 908.
2026-01-14 00:12:30.443 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 909.
2026-01-14 00:12:30.469 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 912.
2026-01-14 00:12:30.480 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 913.
2026-01-14 00:12:30.517 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 910.
2026-01-14 00:12:30.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 911.
 91%|█████████ | 912/1000 [00:28<00:02, 31.12it/s]2026-01-14 00:12:30.550 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 912.
2026-01-14 00:12:30.554 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 914.
2026-01-14 00:12:30.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 913.
2026-01-14 00:12:30.568 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 915.
2026-01-14 00:12:30.582 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 916.
2026-01-14 00:12:30.605 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 917.
2026-01-14 00:12:30.647 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 914.
2026-01-14 00:12:30.663 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 915.
2026-01-14 00:12:30.664 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 916.
 92%|█████████▏| 916/1000 [00:28<00:02, 30.37it/s]2026-01-14 00:12:30.687 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 918.
2026-01-14 00:12:30.690 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 917.
2026-01-14 00:12:30.700 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 919.
2026-01-14 00:12:30.718 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 920.
2026-01-14 00:12:30.738 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 921.
2026-01-14 00:12:30.773 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 918.
2026-01-14 00:12:30.781 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 919.
 92%|█████████▏| 920/1000 [00:28<00:02, 30.93it/s]2026-01-14 00:12:30.805 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 922.
2026-01-14 00:12:30.816 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 923.
2026-01-14 00:12:30.818 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 920.
2026-01-14 00:12:30.831 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 921.
2026-01-14 00:12:30.851 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 924.
2026-01-14 00:12:30.864 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 925.
2026-01-14 00:12:30.901 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 923.
2026-01-14 00:12:30.906 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 922.
 92%|█████████▏| 924/1000 [00:29<00:02, 31.58it/s]2026-01-14 00:12:30.931 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 926.
2026-01-14 00:12:30.944 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 924.
2026-01-14 00:12:30.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 927.
2026-01-14 00:12:30.950 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 925.
2026-01-14 00:12:30.980 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 928.
2026-01-14 00:12:30.992 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 929.
2026-01-14 00:12:31.026 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 926.
2026-01-14 00:12:31.036 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 927.
 93%|█████████▎| 928/1000 [00:29<00:02, 30.71it/s]2026-01-14 00:12:31.063 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 930.
2026-01-14 00:12:31.069 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 928.
2026-01-14 00:12:31.072 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 929.
2026-01-14 00:12:31.075 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 931.
2026-01-14 00:12:31.108 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 932.
2026-01-14 00:12:31.128 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 933.
2026-01-14 00:12:31.144 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 930.
2026-01-14 00:12:31.154 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 931.
 93%|█████████▎| 932/1000 [00:29<00:02, 31.91it/s]2026-01-14 00:12:31.180 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 934.
2026-01-14 00:12:31.196 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 932.
2026-01-14 00:12:31.196 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 935.
2026-01-14 00:12:31.216 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 933.
2026-01-14 00:12:31.235 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 936.
2026-01-14 00:12:31.255 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 937.
2026-01-14 00:12:31.271 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 934.
2026-01-14 00:12:31.278 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 935.
 94%|█████████▎| 936/1000 [00:29<00:01, 32.41it/s]2026-01-14 00:12:31.305 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 938.
2026-01-14 00:12:31.316 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 939.
2026-01-14 00:12:31.339 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 936.
2026-01-14 00:12:31.348 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 937.
2026-01-14 00:12:31.377 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 940.
2026-01-14 00:12:31.386 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 938.
2026-01-14 00:12:31.391 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 941.
2026-01-14 00:12:31.397 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 939.
 94%|█████████▍| 940/1000 [00:29<00:01, 32.42it/s]2026-01-14 00:12:31.428 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 942.
2026-01-14 00:12:31.442 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 943.
2026-01-14 00:12:31.472 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 940.
2026-01-14 00:12:31.483 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 941.
2026-01-14 00:12:31.508 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 944.
2026-01-14 00:12:31.521 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 945.
2026-01-14 00:12:31.525 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 942.
2026-01-14 00:12:31.532 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 943.
 94%|█████████▍| 944/1000 [00:29<00:01, 31.87it/s]2026-01-14 00:12:31.570 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 946.
2026-01-14 00:12:31.588 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 947.
2026-01-14 00:12:31.589 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 945.
2026-01-14 00:12:31.600 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 944.
2026-01-14 00:12:31.631 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 948.
2026-01-14 00:12:31.648 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 949.
2026-01-14 00:12:31.656 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 947.
2026-01-14 00:12:31.675 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 946.
 95%|█████████▍| 948/1000 [00:29<00:01, 30.63it/s]2026-01-14 00:12:31.696 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 950.
2026-01-14 00:12:31.718 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 951.
2026-01-14 00:12:31.726 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 948.
2026-01-14 00:12:31.734 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 949.
2026-01-14 00:12:31.759 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 952.
2026-01-14 00:12:31.772 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 953.
2026-01-14 00:12:31.795 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 950.
2026-01-14 00:12:31.812 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 951.
 95%|█████████▌| 952/1000 [00:30<00:01, 30.17it/s]2026-01-14 00:12:31.835 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 954.
2026-01-14 00:12:31.849 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 952.
2026-01-14 00:12:31.847 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 955.
2026-01-14 00:12:31.862 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 953.
2026-01-14 00:12:31.882 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 956.
2026-01-14 00:12:31.904 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 957.
2026-01-14 00:12:31.921 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 955.
2026-01-14 00:12:31.930 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 954.
 96%|█████████▌| 956/1000 [00:30<00:01, 31.17it/s]2026-01-14 00:12:31.958 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 958.
2026-01-14 00:12:31.975 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 959.
2026-01-14 00:12:31.978 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 956.
2026-01-14 00:12:31.990 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 957.
2026-01-14 00:12:32.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 960.
2026-01-14 00:12:32.042 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 961.
2026-01-14 00:12:32.046 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 958.
2026-01-14 00:12:32.052 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 959.
 96%|█████████▌| 960/1000 [00:30<00:01, 31.55it/s]2026-01-14 00:12:32.082 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 962.
2026-01-14 00:12:32.101 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 963.
2026-01-14 00:12:32.117 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 960.
2026-01-14 00:12:32.121 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 961.
2026-01-14 00:12:32.155 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 964.
2026-01-14 00:12:32.165 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 962.
2026-01-14 00:12:32.172 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 965.
2026-01-14 00:12:32.182 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 963.
 96%|█████████▋| 964/1000 [00:30<00:01, 31.43it/s]2026-01-14 00:12:32.208 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 966.
2026-01-14 00:12:32.229 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 967.
2026-01-14 00:12:32.246 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 964.
2026-01-14 00:12:32.248 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 965.
2026-01-14 00:12:32.286 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 968.
2026-01-14 00:12:32.290 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 966.
2026-01-14 00:12:32.302 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 969.
2026-01-14 00:12:32.314 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 967.
 97%|█████████▋| 968/1000 [00:30<00:01, 31.07it/s]2026-01-14 00:12:32.335 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 970.
2026-01-14 00:12:32.355 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 971.
2026-01-14 00:12:32.379 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 968.
2026-01-14 00:12:32.387 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 969.
2026-01-14 00:12:32.415 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 972.
2026-01-14 00:12:32.430 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 971.
2026-01-14 00:12:32.432 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 973.
2026-01-14 00:12:32.443 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 970.
 97%|█████████▋| 972/1000 [00:30<00:00, 31.04it/s]2026-01-14 00:12:32.470 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 974.
2026-01-14 00:12:32.491 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 975.
2026-01-14 00:12:32.508 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 972.
2026-01-14 00:12:32.519 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 973.
2026-01-14 00:12:32.543 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 976.
2026-01-14 00:12:32.559 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 977.
2026-01-14 00:12:32.565 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 975.
2026-01-14 00:12:32.577 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 974.
 98%|█████████▊| 976/1000 [00:30<00:00, 30.33it/s]2026-01-14 00:12:32.605 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 978.
2026-01-14 00:12:32.624 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 979.
2026-01-14 00:12:32.638 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 977.
2026-01-14 00:12:32.639 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 976.
2026-01-14 00:12:32.670 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 980.
2026-01-14 00:12:32.684 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 981.
2026-01-14 00:12:32.709 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 978.
2026-01-14 00:12:32.713 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 979.
 98%|█████████▊| 980/1000 [00:30<00:00, 30.20it/s]2026-01-14 00:12:32.753 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 982.
2026-01-14 00:12:32.755 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 980.
2026-01-14 00:12:32.755 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 981.
2026-01-14 00:12:32.768 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 983.
2026-01-14 00:12:32.794 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 984.
2026-01-14 00:12:32.808 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 985.
2026-01-14 00:12:32.847 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 982.
2026-01-14 00:12:32.862 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 983.
 98%|█████████▊| 984/1000 [00:31<00:00, 29.32it/s]2026-01-14 00:12:32.882 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 986.
2026-01-14 00:12:32.892 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 984.
2026-01-14 00:12:32.892 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 987.
2026-01-14 00:12:32.899 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 985.
2026-01-14 00:12:32.924 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 988.
2026-01-14 00:12:32.943 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 989.
2026-01-14 00:12:32.969 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 987.
 99%|█████████▊| 987/1000 [00:31<00:00, 28.90it/s]2026-01-14 00:12:32.974 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 986.
2026-01-14 00:12:33.011 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 990.
2026-01-14 00:12:33.020 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 989.
2026-01-14 00:12:33.022 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 988.
2026-01-14 00:12:33.028 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 991.
2026-01-14 00:12:33.067 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 992.
2026-01-14 00:12:33.087 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 993.
2026-01-14 00:12:33.096 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 991.
 99%|█████████▉| 991/1000 [00:31<00:00, 29.59it/s]2026-01-14 00:12:33.105 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 990.
2026-01-14 00:12:33.135 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 994.
2026-01-14 00:12:33.158 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 995.
2026-01-14 00:12:33.169 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 992.
2026-01-14 00:12:33.176 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 993.
2026-01-14 00:12:33.214 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 996.
2026-01-14 00:12:33.220 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 994.
100%|█████████▉| 995/1000 [00:31<00:00, 29.83it/s]2026-01-14 00:12:33.232 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 997.
2026-01-14 00:12:33.244 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 995.
2026-01-14 00:12:33.274 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 998.
2026-01-14 00:12:33.294 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1286 - Predicting actions for MC experiment 999.
2026-01-14 00:12:33.303 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 997.
2026-01-14 00:12:33.315 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 996.
2026-01-14 00:12:33.363 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 998.
2026-01-14 00:12:33.364 | INFO     | pybandits.offline_policy_evaluator:_mab_predict_serialized:1315 - Finished predicting actions for MC experiment 999.
100%|██████████| 1000/1000 [00:31<00:00, 31.68it/s]
2026-01-14 00:12:33.533 | INFO     | pybandits.offline_policy_evaluator:_estimate_importance_weight:943 - Data prediction of importance weights based on logreg model.
2026-01-14 00:12:33.612 | INFO     | pybandits.offline_policy_evaluator:evaluate:1089 - Offline Policy Evaluation for reward_0.

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[7]:

	value	lower	upper	std	estimator	objective
0	0.500869	0.466972	0.536115	0.017577	b-ipw	reward_0
1	0.499702	0.493981	0.505380	0.002920	dm	reward_0
2	0.514394	0.472222	0.556585	0.021461	dr	reward_0
3	0.499702	0.494049	0.505296	0.002876	dros-opt	reward_0
4	0.514394	0.472334	0.556845	0.021494	dros-pess	reward_0
5	0.500938	0.450324	0.555095	0.026952	ipw	reward_0
6	0.500000	0.424342	0.572368	0.037460	rep	reward_0
7	0.514658	0.470843	0.558191	0.022269	sndr	reward_0
8	0.509921	0.458751	0.564566	0.027020	snips	reward_0
9	0.514394	0.471772	0.558070	0.021838	sg-dr	reward_0
10	0.500938	0.450212	0.552771	0.026372	sg-ipw	reward_0
11	0.499702	0.493743	0.505310	0.002921	switch-dr	reward_0