Added global failure rate

app.py

@@ -58,8 +58,8 @@ def get_description_text():
     msg = [
         "Transformer CI Dashboard",
         "-",
-        "amd runs on MI325",
-        "nvidia runs on A10",
+        "AMD runs on MI325",
+        "NVIDIA runs on A10",
     ]
     msg = ["**" + x + "**" for x in msg] + [""]
     if Ci_results.last_update_time:

summary_page.py

@@ -35,6 +35,42 @@ COLORS = {
 MODEL_NAME_FONT_SIZE = 16
 LABEL_FONT_SIZE = 14
 LABEL_OFFSET = 1  # Distance of label from bar
+FAILURE_RATE_FONT_SIZE = 28
+
+
+def calculate_overall_failure_rates(df: pd.DataFrame, available_models: list[str]) -> tuple[float, float]:
+    """Calculate overall failure rates for AMD and NVIDIA across all models."""
+    if df.empty or not available_models:
+        return 0.0, 0.0
+    
+    total_amd_tests = 0
+    total_amd_failures = 0
+    total_nvidia_tests = 0
+    total_nvidia_failures = 0
+    
+    for model_name in available_models:
+        if model_name not in df.index:
+            continue
+            
+        row = df.loc[model_name]
+        amd_stats, nvidia_stats = extract_model_data(row)[:2]
+        
+        # AMD totals
+        amd_total = sum(amd_stats.values())
+        if amd_total > 0:
+            total_amd_tests += amd_total
+            total_amd_failures += amd_stats['failed'] + amd_stats['error']
+        
+        # NVIDIA totals
+        nvidia_total = sum(nvidia_stats.values())
+        if nvidia_total > 0:
+            total_nvidia_tests += nvidia_total
+            total_nvidia_failures += nvidia_stats['failed'] + nvidia_stats['error']
+    
+    amd_failure_rate = (total_amd_failures / total_amd_tests * 100) if total_amd_tests > 0 else 0.0
+    nvidia_failure_rate = (total_nvidia_failures / total_nvidia_tests * 100) if total_nvidia_tests > 0 else 0.0
+    
+    return amd_failure_rate, nvidia_failure_rate
 
 
 def draw_text_and_bar(
@@ -80,6 +116,9 @@ def create_summary_page(df: pd.DataFrame, available_models: list[str]) -> plt.Fi
                 fontfamily='monospace', weight='normal')
         ax.axis('off')
         return fig
+    
+    # Calculate overall failure rates
+    amd_failure_rate, nvidia_failure_rate = calculate_overall_failure_rates(df, available_models)
 
     # Calculate dimensions for N-column layout
     model_count = len(available_models)
@@ -91,6 +130,12 @@ def create_summary_page(df: pd.DataFrame, available_models: list[str]) -> plt.Fi
 
     fig, ax = plt.subplots(figsize=(FIGURE_WIDTH, figure_height), facecolor='#000000')
     ax.set_facecolor('#000000')
+    
+    # Add overall failure rates at the top as a proper title
+    failure_text = f"Overall Failure Rates: AMD {amd_failure_rate:.1f}%  |  NVIDIA {nvidia_failure_rate:.1f}%"
+    ax.text(50, -1.25, failure_text, ha='center', va='top', 
+           color='#FFFFFF', fontsize=FAILURE_RATE_FONT_SIZE,
+           fontfamily='monospace', fontweight='bold')
 
     visible_model_count = 0
     max_y = 0