⚡ Bolt: Disable verbose output in YOLO predictions

.jules/bolt.md

@@ -0,0 +1,3 @@
+## 2024-05-24 - Ultralytics YOLO verbose Output Blocking
+**Learning:** For performance optimization with Ultralytics YOLO models, `model.predict()` can have significant synchronous stdout blocking overhead during loops.
+**Action:** Pass `verbose=False` to `model.predict()` to avoid synchronous stdout blocking overhead when processing multiple items or looping.

commonforms/inference.py

@@ -117,24 +117,28 @@ def extract_widgets(
         """
         if self.fast:
             # ONNX models are compiled with a fixed input size
+            # ⚡ Bolt optimization: pass verbose=False to avoid synchronous stdout blocking overhead
             results = [
                 self.model.predict(
                     p.image,
                     iou=FAST_MODE_IOU_THRESHOLD,
                     conf=confidence,
                     augment=False,
                     imgsz=ONNX_IMAGE_SIZE,
+                    verbose=False,
                 )
                 for p in pages
             ]
         else:
+            # ⚡ Bolt optimization: pass verbose=False to avoid synchronous stdout blocking overhead
             results = self.model.predict(
                 [p.image for p in pages],
                 iou=DEFAULT_IOU_THRESHOLD,
                 conf=confidence,
                 augment=True,
                 imgsz=image_size,
                 device=self.device,
+                verbose=False,
             )
 
         widgets = {}