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TurboOCR: 270–1200 img/s OCR with Paddle + TensorRT (C++/CUDA, FP16) [P]

Via r/MachineLearning
Monday, Apr 13, 2026 · 2:53PM
Summary

I had about 940,000 PDFs to process. Running VLMs over a million pages is slow and expensive, and that gap is only getting worse as OCR moves toward transformer and VLM-based approaches. They’re great for complex understanding, but throughput and cost can become a bottleneck at scale. PaddleOCR (the

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