Vocabulary

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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Batch Inference

Deployment & Inference · Level 3 of 5

Batch Inference

Running predictions for a group of inputs together.

Batching can improve hardware utilization while increasing waiting time.

Example

A service processes multiple requests in one model execution.

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Audio transcript

Batch Inference. Running predictions for a group of inputs together. Batching can improve hardware utilization while increasing waiting time. For example: A service processes multiple requests in one model execution.

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This helps you balance prediction quality with memory, latency, and throughput.

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