Update information for ROCm 5.4 for MIGraphX and ROCm Builds #13813
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| title: AMD - MIGraphX | ||
| description: Instructions to execute ONNX Runtime with the AMD MIGraphX execution provider | ||
| parent: Execution Providers | ||
| nav_order: 10 | ||
| redirect_from: /docs/reference/execution-providers/MIGraphX-ExecutionProvider | ||
| --- | ||
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| # ROCm Execution Provider | ||
| {: .no_toc } | ||
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| The MIGraphX Execution Provider enables hardware accelerated computation on AMD ROCm-enabled GPUs. | ||
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| ## Contents | ||
| {: .no_toc } | ||
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| * TOC placeholder | ||
| {:toc} | ||
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| ## Install | ||
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| **NOTE** Please make sure to install the proper version of Pytorch specified here [PyTorch Version](../install/#training-install-table-for-all-languages). | ||
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| For Nightly PyTorch builds please see [Pytorch home](https://pytorch.org/) and select ROCm as the Compute Platform. | ||
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| Pre-built binaries of ONNX Runtime with MIGraphX EP are published for most language bindings. Please reference [Install ORT](../install). | ||
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| ## Requirements | ||
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| |ONNX Runtime|MIGraphX| | ||
| |---|---| | ||
| |main|5.4| | ||
| |1.13|5.4| | ||
| |1.13|5.3.2| | ||
| |1.12|5.2.3| | ||
| |1.12|5.2| | ||
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| ## Build | ||
| For build instructions, please see the [BUILD page](../build/eps.md#amd-migraphx). | ||
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| ## Usage | ||
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| ### C/C++ | ||
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| ```c++ | ||
| Ort::Env env = Ort::Env{ORT_LOGGING_LEVEL_ERROR, "Default"}; | ||
| Ort::SessionOptions so; | ||
| int device_id = 0; | ||
| Ort::ThrowOnError(OrtSessionOptionsAppendExecutionProvider_MIGraphX(so, device_id)); | ||
| ``` | ||
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| The C API details are [here](../get-started/with-c.md). | ||
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| ### Python | ||
| Python APIs details are [here](https://onnxruntime.ai/docs/api/python/api_summary.html). | ||
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| ## Performance Tuning | ||
| For performance tuning, please see guidance on this page: [ONNX Runtime Perf Tuning](../performance/tune-performance.md) | ||
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| ## Samples | ||
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| ### Python | ||
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| ```python | ||
| import onnxruntime as ort | ||
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| model_path = '<path to model>' | ||
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| providers = [ | ||
| 'MIGraphXExecutionProvider', | ||
| 'CPUExecutionProvider', | ||
| ] | ||
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| session = ort.InferenceSession(model_path, providers=providers) | ||
| ``` | ||
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@@ -244,12 +244,8 @@ The _location_ needs to be specified for any specific version other than the def | |
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| ||Official build (location)|Nightly build (location)| | ||
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Contributor
There was a problem hiding this comment. Is this intended to remove the CUDA builds? ytaous / PeixuanZuo |
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| |PyTorch 1.11 (ROCm 5.2)||[onnxruntime_nightly_torch1110.rocm52](https://download.onnxruntime.ai/onnxruntime_stable_rocm52.html)| | ||
| |PyTorch 1.12.1 (ROCm 5.2.3)||[onnxruntime_nightly_torch1121.rocm523](https://download.onnxruntime.ai/onnxruntime_nightly_rocm523.html)| | ||
| |PyTorch 1.13 (ROCm 5.2.3)||[onnxruntime_nightly_torch1130.rocm523](https://download.onnxruntime.ai/onnxruntime_nightly_rocm523.html)| | ||
| |PyTorch 1.12.1 (ROCm 5.3.2)||[onnxruntime_nightly_torch1121.rocm532](https://download.onnxruntime.ai/onnxruntime_nightly_rocm532.html)| | ||
| |PyTorch 1.13.1(ROCm 5.4)||[onnxruntime_nightly_torch1131.rocm54](https://download.onnxruntime.ai/onnxruntime_nightly_rocm54.html)| | ||
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There is already a page for this EP here: https://onnxruntime.ai/docs/execution-providers/community-maintained/MIGraphX-ExecutionProvider.html
Can/should it be consolidated?
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I added this to mirror what was done for the ROCm EP documentation. Should we be removing the other then is what you're saying?
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Consolidated info to this document page instead and removed the one under community-maintained.