From fd5483d5103762d0e50055637135faaeaaca81da Mon Sep 17 00:00:00 2001
From: bobtajson <152420524+bobtajson@users.noreply.github.com>
Date: Thu, 23 Oct 2025 10:25:23 +0200
Subject: [PATCH 1/5] Update metrics.py

---
 atroposlib/utils/metrics.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/atroposlib/utils/metrics.py b/atroposlib/utils/metrics.py
index 0a1c75d4..cf792113 100644
--- a/atroposlib/utils/metrics.py
+++ b/atroposlib/utils/metrics.py
@@ -4,7 +4,7 @@ import numpy as np
 def get_std_min_max_avg(name: str, data: list, metrics_dict: dict) -> dict:
     """
     Calculate the standard deviation, minimum, maximum, and average of a list of numbers.
-    Adds it to the wandb dict for logging.
+    Adds it to the metrics dict for logging.
 
     Args:
         data (list): A list of numbers.

From 16c6897b21c56d1b600ea1426b56f04c0d757d51 Mon Sep 17 00:00:00 2001
From: bobtajson <152420524+bobtajson@users.noreply.github.com>
Date: Thu, 23 Oct 2025 10:26:03 +0200
Subject: [PATCH 2/5] Update metrics.py

---
 atroposlib/utils/metrics.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/atroposlib/utils/metrics.py b/atroposlib/utils/metrics.py
index cf792113..082ea370 100644
--- a/atroposlib/utils/metrics.py
+++ b/atroposlib/utils/metrics.py
@@ -7,7 +7,9 @@ def get_std_min_max_avg(name: str, data: list, metrics_dict: dict) -> dict:
     Adds it to the metrics dict for logging.
 
     Args:
-        data (list): A list of numbers.
+        name: The base name for the metrics keys.
+        data: A list of numbers to compute statistics from.
+        metrics_dict: Dictionary to add the computed metrics to.
 
     Returns:
         dict: A dictionary containing the standard deviation, minimum, maximum, and average.

From 3157e6d7e8b7e0a7ce8750f61f8a5f5b09edc2f1 Mon Sep 17 00:00:00 2001
From: bobtajson <152420524+bobtajson@users.noreply.github.com>
Date: Thu, 23 Oct 2025 10:26:21 +0200
Subject: [PATCH 3/5] Update metrics.py

---
 atroposlib/utils/metrics.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/atroposlib/utils/metrics.py b/atroposlib/utils/metrics.py
index 082ea370..06066e21 100644
--- a/atroposlib/utils/metrics.py
+++ b/atroposlib/utils/metrics.py
@@ -12,7 +12,7 @@ def get_std_min_max_avg(name: str, data: list, metrics_dict: dict) -> dict:
         metrics_dict: Dictionary to add the computed metrics to.
 
     Returns:
-        dict: A dictionary containing the standard deviation, minimum, maximum, and average.
+        The updated metrics dictionary with added statistics (mean, std, max, min).
     """
     metrics_dict[f"{name}_mean"] = np.mean(data)
     metrics_dict[f"{name}_std"] = np.std(data)

From 59ad9643d6c8d0b0702a09d3b833dafb934c06de Mon Sep 17 00:00:00 2001
From: bobtajson <152420524+bobtajson@users.noreply.github.com>
Date: Thu, 23 Oct 2025 10:26:51 +0200
Subject: [PATCH 4/5] Update type_definitions.py

---
 atroposlib/type_definitions.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/atroposlib/type_definitions.py b/atroposlib/type_definitions.py
index bf3ffd3c..b435f677 100644
--- a/atroposlib/type_definitions.py
+++ b/atroposlib/type_definitions.py
@@ -74,7 +74,7 @@ GameHistory = List[GameStep]
 class EvaluationConfigGeneral(TypedDict):
     """Configuration section of evaluation results."""
 
-    total_evaluation_time_secondes: str
+    total_evaluation_time_seconds: str
     model_name: Optional[str]
     generation_parameters: Dict[str, Any]
 

From 6e2d36bd2a23859d71f3c4273e49784fb1a6b78d Mon Sep 17 00:00:00 2001
From: bobtajson <152420524+bobtajson@users.noreply.github.com>
Date: Thu, 23 Oct 2025 10:27:23 +0200
Subject: [PATCH 5/5] Update base.py

---
 atroposlib/envs/base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/atroposlib/envs/base.py b/atroposlib/envs/base.py
index 6ee5f2b8..b94f0995 100644
--- a/atroposlib/envs/base.py
+++ b/atroposlib/envs/base.py
@@ -721,7 +721,7 @@ class BaseEnv(ABC):
         eval_result = {
             "config_general": {
                 "model_name": model_name,
-                "total_evaluation_time_secondes": str(end_time - start_time),
+                "total_evaluation_time_seconds": str(end_time - start_time),
                 "generation_parameters": merged_gen_params,
             },
             "results": {