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fix: add warmup OCR call to avoid timeout on first request
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Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Benjamin Admin
2026-03-13 16:56:08 +01:00
parent c433bc021e
commit 8979aa8e43
1 changed files with 7 additions and 0 deletions
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7
paddleocr-service/main.py
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@@ -48,6 +48,13 @@ def _load_model():
logger.info(f"PaddleOCR init strategy {i} failed: {e}") logger.info(f"PaddleOCR init strategy {i} failed: {e}")
else: else:
raise RuntimeError("All PaddleOCR init strategies failed") raise RuntimeError("All PaddleOCR init strategies failed")
# Warmup: run a dummy OCR to trigger JIT compilation
# Without this, the first real request takes minutes on CPU
logger.info("Running warmup OCR (JIT compilation)...")
dummy = np.ones((50, 200, 3), dtype=np.uint8) * 255
_engine.ocr(dummy)
logger.info("Warmup complete")
_ready = True _ready = True
logger.info("PaddleOCR model loaded successfully — ready to serve") logger.info("PaddleOCR model loaded successfully — ready to serve")
except Exception as e: except Exception as e: