⚡ Bolt: Disable synchronous stdout blocking in YOLO inference

.jules/bolt.md

@@ -0,0 +1,3 @@
+## 2024-03-24 - Ultralytics YOLO verbose Output Blocking
+**Learning:** By default, Ultralytics YOLO models log output synchronously to stdout. When calling `predict()` frequently (e.g., in loops or when processing many pages/images), this synchronous I/O can become a significant performance bottleneck, blocking execution while writing to the console.
+**Action:** Always pass `verbose=False` to `model.predict()` in production or high-throughput code unless debugging output is explicitly required.

commonforms/inference.py

@@ -124,6 +124,7 @@ def extract_widgets(
                     conf=confidence,
                     augment=False,
                     imgsz=ONNX_IMAGE_SIZE,
+                    verbose=False,  # Optimization: prevent synchronous stdout blocking overhead
                 )
                 for p in pages
             ]
@@ -135,6 +136,7 @@ def extract_widgets(
                 augment=True,
                 imgsz=image_size,
                 device=self.device,
+                verbose=False,  # Optimization: prevent synchronous stdout blocking overhead
             )
 
         widgets = {}