biren-suinfer

What problem does it solve?

This Skill enables fast and reliable deployment of deep learning models on wall-rent GPU hardware, streamlining inference workflows for AI engineers.

Core Features & Use Cases

• Model deployment: Deploy ONNX and TorchScript models onto wall-rent GPUs for efficient inference.
• Operator scanning: Quickly determine model operator support via dry run mode.
• Extension and customization: Add custom operators with Plugin mechanisms for specialized inference tasks.
• Use Case: An AI engineer needs to validate whether a new model is compatible with wall-rent GPU hardware before deployment by scanning support with dry run, then performing inference after successful validation.

Quick Start

Use the suInfer Skill to quickly set up a model for high-performance inference on wall-rent GPU hardware.