Benchmarking

Benchmarking Tabular Reinforcement Learning Algorithms

posts, we explored Part I of the seminal book by Sutton and Barto (*). In that section, we delved into the three fundamental techniques underlying nearly every modern Reinforcement Learning (RL)...

AI benchmarking under fire

Good morning, AI enthusiasts. Leaderboard prestige could make or break an AI model’s launch, but a brand new study claims the scoreboard may be stacked in favor of tech giants.With allegations of personal testing...

AI benchmarking with ‘ball in a rotating figure’ … “Deep chic is healthier than open AI”

Recently, the benchmarks that evaluate the performance of the unreal intelligence (AI) model are progressively diversified and evolved, and the test of 'ball within the rotating figure' is attracting attention. Specifically, because of this...

Benchmarking random access in Lance Test setup Creating dataset Benchmarking Take Key lookup Duckdb integration Conclusion

On this short blog post we’ll take you thru some easy benchmarks to point out the random access performance of Lance format.Lance delivers comparable scan performance to parquet but supports fast random access, making...

Text in Image 2.0: improving OCR service with PaddleOCR What’s OCR? Context Why PaddleOCR? Benchmarking one of the best OCR solution Working with PaddleOCR Text in Image service Takeaways

Read how the Cognition team improved the Text in Image service across Adevinta marketplaces using PaddleOCROptical Character Recognition (OCR) is a well-liked topic for each industry and private use. In this text, we share...

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