non-deterministic batching
[nɒn-dɪˌtɜːmɪˈnɪstɪk ˈbætʃɪŋ]
nounpl: non-deterministic batchings
processamento em lotes não-determinístico
1. A computational technique where items are grouped into batches for processing in a way that the order or grouping is not predetermined or reproducible, often used in machine learning and parallel computing systems
Non-deterministic batching can improve throughput but may affect reproducibility in machine learning models.
O processamento em lotes não-determinístico pode melhorar a taxa de transferência, mas pode afetar a reprodutibilidade em modelos de aprendizado de máquina.
2. A scheduling method where batch formation depends on runtime conditions and is not guaranteed to produce identical results across different executions
The system uses non-deterministic batching to dynamically allocate resources based on available capacity.
O sistema utiliza processamento em lotes não-determinístico para alocar dinamicamente recursos com base na capacidade disponível.
This is a specialized technical term used primarily in computer science, software engineering, and machine learning fields. It emerged with the growth of distributed computing and parallel processing systems. The term is language-neutral in technical contexts, but translation into Portuguese is essential for Brazilian and Portuguese technical documentation. In academic and industry settings in both Brazil and the USA, professionals often use the English term alongside its Portuguese translation for clarity.
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