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Https://www.vldb.org /pvldb/vol16/p3649-r Abl.pdf

p3649-rabl.pdf

🔗 Source: vldb.org

📊 Size: 539 KB

📄 Pages: 13 pages

⬇️ Downloads: 236

Summary

TPCx-AI is an industry standard benchmark for artificial intelligence and machine learning systems, representing end-to-end machine learning deployments. It provides a full software kit with a data generator, driver, and two workload implementations, covering structured and unstructured data, and various aspects of real ML workloads. TPCx-AI includes 10 use cases with diverse retail scenario tasks, using different data types and ML models, and has been standardized by the Transaction Processing Performance Council (TPC). The benchmark kit contains a synthetic data generator, a driver, and two reference implementations, one based on Apache Spark and one based on Python libraries.

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Description

TPCx-AI is an industry standard benchmark for artificial intelligence and machine learning systems, representing end-to-end machine learning deployments.

Technical Information

File Format: PDF
File Size: 539 KB
Pages: 13
Language: EN
Total Downloads: 236
Last Updated: 1 month ago

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