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⚡ Bolt: Disable verbose YOLO stdout #25

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⚡ Bolt: Disable verbose YOLO stdout #25

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3 changes: 3 additions & 0 deletions .jules/bolt.md
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Original file line number Diff line number Diff line change
@@ -0,0 +1,3 @@
## 2024-04-17 - YOLO Stdout Blocking Overhead

@coderabbitai coderabbitai Bot Apr 17, 2026

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⚠️ Potential issue | 🟡 Minor

Fix journal entry date to match this change.

The heading date (2024-04-17) appears inconsistent with this PR’s timestamp (2026-04-17). Please update it to avoid stale/change-history confusion.

🤖 Prompt for AI Agents 
Verify each finding against the current code and only fix it if needed.

In @.jules/bolt.md at line 1, Update the journal heading "## 2024-04-17 - YOLO
Stdout Blocking Overhead" to use the correct PR timestamp year by changing the
date to "2026-04-17" so the entry matches this change and avoids stale history.

**Learning:** Ultralytics YOLO models output verbose logs to stdout synchronously during `model.predict()`, which introduces significant blocking overhead when called inside loops or multiple times.
**Action:** Always pass `verbose=False` to `model.predict()` when doing batched or loop-based inference to bypass this synchronous blocking and improve performance.
2 changes: 2 additions & 0 deletions commonforms/inference.py
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Expand Up @@ -124,6 +124,7 @@ def extract_widgets(
conf=confidence,
augment=False,
imgsz=ONNX_IMAGE_SIZE,
verbose=False, # Optimization: avoid synchronous stdout blocking overhead during loops
)
for p in pages
]
Expand All @@ -135,6 +136,7 @@ def extract_widgets(
augment=True,
imgsz=image_size,
device=self.device,
verbose=False, # Optimization: avoid synchronous stdout blocking overhead during loops
)

widgets = {}
Expand Down