What is ONNX?

ONNX is a open format to represent deep learning models. With ONNX, AI developers can more easily move models between state-of-the-art tools and choose the combination that is best for them.

Framework Interoper­ability

Enabling interoperability makes it possible to get great ideas into production faster. ONNX enables models to be trained in one framework and transferred to another for inference. ONNX models are currently supported in Caffe2, Cognitive Toolkit, and PyTorch.

Hardware Optimizations

ONNX makes it easier for optimizations to reach more developers. Any tools exporting ONNX models can benefit ONNX-compatible runtimes and libraries designed to maximize performance on some of the best hardware in the industry.

GitHub

ONNX is a community project. We encourage others to adopt ONNX and support it in their tools. We invite others to join the effort and contribute feedback, ideas, and code. Start experimenting today.