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⚡ Bolt: Disable YOLO stdout blocking to improve loop performance #32

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⚡ Bolt: Disable YOLO stdout blocking to improve loop performance #32

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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 @@
## 2024-05-18 - YOLO Stdout Blocking Overhead

@coderabbitai coderabbitai Bot Apr 21, 2026

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⚠️ Potential issue | 🟡 Minor

Doc date appears incorrect.

The entry is dated 2024-05-18, but this PR was opened on 2026-04-21. Consider updating to the actual authoring date so the learning log stays chronologically meaningful.

📝 Proposed fix 
-## 2024-05-18 - YOLO Stdout Blocking Overhead
+## 2026-04-21 - YOLO Stdout Blocking Overhead
📝 Committable suggestion

‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.

Suggested change
## 2024-05-18 - YOLO Stdout Blocking Overhead
## 2026-04-21 - YOLO Stdout Blocking Overhead
🤖 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 doc header line "## 2024-05-18 - YOLO
Stdout Blocking Overhead" to the correct authoring date (e.g., "## 2026-04-21 -
YOLO Stdout Blocking Overhead") so the entry is chronologically accurate; locate
that exact header string in .jules/bolt.md and replace the date only, leaving
the title text unchanged.

**Learning:** Ultralytics YOLO models by default output synchronous progress logs to stdout during `.predict()`. This synchronous I/O blocking can significantly slow down prediction loops in production applications where the logs are not useful.
**Action:** Always pass `verbose=False` to `model.predict()` when using YOLO models in automated processing pipelines to avoid unnecessary I/O blocking.
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: prevent synchronous stdout blocking overhead
)
for p in pages
]
Expand All @@ -135,6 +136,7 @@ def extract_widgets(
augment=True,
imgsz=image_size,
device=self.device,
verbose=False, # Optimization: prevent synchronous stdout blocking overhead
)

widgets = {}
Expand Down