1. A computational or manufacturing technique that optimizes the grouping and processing of tasks or items by intelligently scheduling them to maximize efficiency, reduce costs, or minimize resource usage.
The company implemented smart batching to reduce energy consumption in their data centers.
A empresa implementou processamento inteligente em lotes para reduzir o consumo de energia em seus centros de dados.
2. In machine learning and deep learning, the practice of intelligently organizing training data into batches to improve model performance and training speed.
Smart batching algorithms help neural networks converge faster by grouping similar samples together.
Algoritmos de processamento inteligente em lotes ajudam redes neurais a convergirem mais rapidamente agrupando amostras semelhantes.