MIGraphX documentation

2024-10-01

2 min read time

Applies to Linux

MIGraphX is a graph inference engine and graph compiler. MIGraphX accelerates machine-learning models by leveraging several graph-level transformations and optimizations. These optimizations include:

• Operator fusion

• Arithmetic simplifications

• Dead-code elimination

• Common subexpression elimination (CSE)

• Constant propagation

After optimization, MIGraphX generates code for AMD GPUs by calling various ROCm libraries to create the fastest combinations of HIP kernels.

The MIGraphX public repository is located at ROCm/AMDMIGraphX

Install

• Installing MIGraphX

Using the MIGraphX API

• C++ API reference

• Python API reference

• MIGraphX driver

Contributing to the MIGraphX code base

• Building MIGraphX

• Developing for MIGraphX

To contribute to the documentation refer to Contribute to ROCm documentation.

Licensing information can be found on the Licensing page.