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tianleiwu merged 2 commits into from
May 29, 2025
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[ROCm EP][Documentation] Update documentation for ROCm 6.4.1 #24899

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331e210
Updated ROCm EP compatibility matrix with links to prebuilt wheels an…
amd-mipantic May 27, 2025
d1f92f8
Added onnxruntime prebuild Python wheels for ROCm 6.4.1 release.
amd-mipantic May 29, 2025
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41 changes: 21 additions & 20 deletions docs/execution-providers/MIGraphX-ExecutionProvider.md
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Expand Up @@ -37,26 +37,27 @@ Below is the matrix of supported ROCm versions corresponding to Ubuntu builds.
As of ROCm 6.0.2 Links for prebuild Python Wheels (.whl) are linked below corresponding to python versions for the host OS based on Ubuntu support.
All links can be found on AMD's [repo.radeon manylinux page](https://repo.radeon.com/rocm/manylinux) for each corresponding to the ROCm release

|ONNX Runtime Version|MIGraphX ROCm Release| Python 3.8 | Python 3.10 | Python 3.12 |
|---|---|---|---|---|
|1.21|6.4.0|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/onnxruntime_rocm-1.21.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/onnxruntime_rocm-1.21.0-cp312-cp312-linux_x86_64.whl)|
|1.19|6.3.1|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3.1/onnxruntime_rocm-1.19.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3.1/onnxruntime_rocm-1.19.0-cp312-cp312-linux_x86_64.whl)|
|1.19|6.3|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3/onnxruntime_rocm-1.19.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3/onnxruntime_rocm-1.19.0-cp312-cp312-linux_x86_64.whl)|
|1.18|6.2.4|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2.4/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.18|6.2.3|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2.3/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.18|6.2| [3.8](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2/onnxruntime_rocm-1.18.0-cp38-cp38-linux_x86_64.whl)| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.1.3|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1.3/onnxruntime_rocm-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.1| [3.8](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1/onnxruntime_rocm-inference-1.17.0-cp38-cp38-linux_x86_64.whl)| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1/onnxruntime_rocm-inference-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.16|6.0.2||[3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.0.2/onnxruntime_rocm-inference-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.16|6.0.0||||
|1.15|5.4.x||||
|1.14|5.4||||
|1.14|5.4||||
|1.13|5.4||||
|1.13|5.3.2||||
|1.13|5.3||||
|1.12|5.2.3||||
|1.12|5.2||||
|ONNX Runtime Version|MIGraphX ROCm Release| Python 3.8 | Python 3.9 | Python 3.10 | Python 3.12 |
|---|---|---|---|---|---|
|1.21|6.4.1|| [3.9](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/onnxruntime_rocm-1.21.0-cp39-cp39-manylinux_2_28_x86_64.whl) | [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/onnxruntime_rocm-1.21.0-cp310-cp310-manylinux_2_28_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/onnxruntime_rocm-1.21.0-cp312-cp312-manylinux_2_28_x86_64.whl) |
|1.21|6.4||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/onnxruntime_rocm-1.21.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/onnxruntime_rocm-1.21.0-cp312-cp312-linux_x86_64.whl)|
|1.19|6.3.1||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3.1/onnxruntime_rocm-1.19.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3.1/onnxruntime_rocm-1.19.0-cp312-cp312-linux_x86_64.whl)|
|1.19|6.3||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3/onnxruntime_rocm-1.19.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3/onnxruntime_rocm-1.19.0-cp312-cp312-linux_x86_64.whl)|
|1.18|6.2.4||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2.4/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.18|6.2.3||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2.3/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.18|6.2| [3.8](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2/onnxruntime_rocm-1.18.0-cp38-cp38-linux_x86_64.whl)|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.1.3||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1.3/onnxruntime_rocm-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.1| [3.8](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1/onnxruntime_rocm-inference-1.17.0-cp38-cp38-linux_x86_64.whl)|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1/onnxruntime_rocm-inference-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.16|6.0.2|||[3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.0.2/onnxruntime_rocm-inference-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.16|6.0.0|||||
|1.15|5.4.x|||||
|1.14|5.4|||||
|1.14|5.4|||||
|1.13|5.4|||||
|1.13|5.3.2|||||
|1.13|5.3|||||
|1.12|5.2.3|||||
|1.12|5.2|||||


## Docker Support
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46 changes: 33 additions & 13 deletions docs/execution-providers/ROCm-ExecutionProvider.md
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Expand Up @@ -25,22 +25,42 @@ For Nightly PyTorch builds please see [Pytorch home](https://pytorch.org/) and s

Pre-built binaries of ONNX Runtime with ROCm EP are published for most language bindings. Please reference [Install ORT](../install).

## Requirements

## Build from source

|ONNX Runtime|ROCm |
|------------|-------------------------|
| main | 6.0 |
| 1.17 | 6.0<br/>5.7 |
| 1.16 | 5.6<br/>5.5<br/>5.4.2 |
| 1.15 | 5.4.2<br/>5.4<br/>5.3.2 |
| 1.14 | 5.4<br/>5.3.2 |
| 1.13 | 5.4<br/>5.3.2 |
| 1.12 | 5.2.3<br/>5.2 |
For build instructions, please see the [BUILD page](../build/eps.md#amd-rocm). Prebuild .whl files are provided below in the requirements section and are hosted on [repo.radeon.com](https://repo.radeon.com/rocm/manylinux/). Ubuntu based docker development environments are provided in the Docker Support section. New wheels and dockers are published each ROCm release.

## Requirements

## Build
For build instructions, please see the [BUILD page](../build/eps.md#amd-rocm).
Below is the matrix of supported ROCm versions corresponding to Ubuntu builds.

As of ROCm 6.0.2 Links for prebuild Python Wheels (.whl) are linked below corresponding to python versions for the host OS based on Ubuntu support.
All links can be found on AMD's [repo.radeon manylinux page](https://repo.radeon.com/rocm/manylinux) for each corresponding to the ROCm release.

| ONNX Runtime Version | ROCm Version | Python 3.8 | Python 3.9 | Python 3.10 | Python 3.12 |
|---|---|---|---|---|---|
|||||||
|1.21|6.4.1|| [3.9](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/onnxruntime_rocm-1.21.0-cp39-cp39-manylinux_2_28_x86_64.whl) | [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/onnxruntime_rocm-1.21.0-cp310-cp310-manylinux_2_28_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/onnxruntime_rocm-1.21.0-cp312-cp312-manylinux_2_28_x86_64.whl) |
|1.21|6.4||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/onnxruntime_rocm-1.21.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/onnxruntime_rocm-1.21.0-cp312-cp312-linux_x86_64.whl)|
|1.19|6.3.1||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3.1/onnxruntime_rocm-1.19.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3.1/onnxruntime_rocm-1.19.0-cp312-cp312-linux_x86_64.whl)|
|1.19|6.3||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3/onnxruntime_rocm-1.19.0-cp310-cp310-linux_x86_64.whl) | [3.12](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.3/onnxruntime_rocm-1.19.0-cp312-cp312-linux_x86_64.whl)|
|1.18|6.2.4||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2.4/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.18|6.2.3||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2.3/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.18|6.2| [3.8](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2/onnxruntime_rocm-1.18.0-cp38-cp38-linux_x86_64.whl)|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.2/onnxruntime_rocm-1.18.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.1.3||| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1.3/onnxruntime_rocm-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.1| [3.8](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1/onnxruntime_rocm-inference-1.17.0-cp38-cp38-linux_x86_64.whl)|| [3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.1/onnxruntime_rocm-inference-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.0.2|||[3.10](https://repo.radeon.com/rocm/manylinux/rocm-rel-6.0.2/onnxruntime_rocm-inference-1.17.0-cp310-cp310-linux_x86_64.whl)||
|1.17|6.0<br/>5.7|||||
|1.16|5.6<br/>5.5<br/>5.4.2|||||
|1.15|5.4.2<br/>5.4<br/>5.3.2|||||
|1.14|5.4<br/>5.3.2|||||
|1.13|5.4<br/>5.3.2|||||
|1.12|5.2.3<br/>5.2|||||

## Docker Support

For simple workloads and/or prototyping AMD creates a Docker Images based on Ubuntu using the latest ROCm release and Supported ROCm-Pytorch builds found at [ROCM Dockerhub](https://hub.docker.com/r/rocm/onnxruntime/tags).

The intent is to get users up and running with their custom workload in python and provides an environment of prebuild ROCm, Onnxruntime and MIGraphX packages required to get started without the need to build Onnxruntime.

## Configuration Options

Expand Down
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