Triton Inference Server (NVIDIA)
Description
A high-performance inference server developed by NVIDIA to streamline AI model deployment across multiple frameworks and hardware types.
Features
Key Capabilities: Supports multiple backends (TensorFlow, PyTorch, ONNX, etc.), optimized for GPUs, CPUs, and specialized AI accelerators, with dynamic batching and concurrent model execution.
Use Cases: Ideal for enterprises needing high-throughput AI model inference in production environments, including cloud, edge, and on-premises deployments.
Use Cases: Ideal for enterprises needing high-throughput AI model inference in production environments, including cloud, edge, and on-premises deployments.