onnx-mlir

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Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

View the Project on GitHub onnx/onnx-mlir

How-Tos

Inference Using Python
Inference Using C/C++

References

ONNX Dialect
OMTensor C99 Runtime API
OMTensorList C99 Runtime API
Generate ONNX Dialect
About Documentation

Development

Add an Operation
Testing Guidelines
Error Handling
Command-line Options
Instrumentation
Constant Propagation

Tools

Tools

RunONNXModel.py
DocCheck

This project is maintained by onnx

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About

ONNX-MLIR is an open-source project for compiling ONNX models into native code on x86, P and Z machines (and more). It is built on top of Multi-Level Intermediate Representation (MLIR) compiler infrastructure.

Slack channel

We have a slack channel established under the Linux Foundation AI and Data Workspace, named #onnx-mlir-discussion. This channel can be used for asking quick questions related to this project. A direct link is here.