Practical Deployment
Request Batching
Combining multiple inference requests into batches to improve throughput.
This concept is essential for understanding practical deployment and forms a key part of modern AI systems.
Related Concepts
- Inference
- Batch Processing
- Throughput
Tags
practical-deployment inference batch-processing throughput
Related Terms
Batch Processing
Processing multiple predictions together in batches rather than one at a time, improving throughput efficiency.
Inference
Using a trained model to make predictions on new data, the deployment phase after training is complete.
Throughput
The number of predictions or tokens a model can process per unit of time, a key deployment performance metric.