structured batching
[/ˈstrʌk.tʃərd ˈbætʃ.ɪŋ/]
noun
processamento em lotes estruturado
1. A computational technique where multiple requests or tasks are collected and processed together in an organized, predefined manner to optimize performance and resource utilization
The machine learning framework uses structured batching to improve GPU throughput by combining multiple inference requests.
O framework de aprendizado de máquina usa processamento em lotes estruturado para melhorar a throughput da GPU combinando múltiplas solicitações de inferência.
2. In software engineering, a method of grouping operations with consistent data structures and processing logic to reduce overhead and improve efficiency
Structured batching allows the database to execute similar queries more efficiently than processing them individually.
O processamento em lotes estruturado permite que o banco de dados execute consultas similares de forma mais eficiente do que processá-las individualmente.
This term is primarily used in technical and software development contexts in both Brazil and the United States. It's a specialized vocabulary piece commonly found in documentation for machine learning frameworks, databases, and high-performance computing systems. The Portuguese translation maintains the same technical precision as the English original.
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