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**Description**: Describe your changes. add rocm ep doc. Perview Github page : https://ytaous.github.io/onnxruntime/ Added items Home page - [ ] Update matrix on home page: https://ytaous.github.io/onnxruntime/ - [ ] Link "Installation Instruction Follow build instructions from here" to onnxruntime build with ROCm(inference) page.(This link now point to preview page, will change later) Installation - [ ] Update installation page: https://ytaous.github.io/onnxruntime/docs/install/#training-install-table-for-all-languages Build onnxruntime - [ ] Add onnxruntime build with ROCm(inference): https://ytaous.github.io/onnxruntime/docs/build/eps.html#amd-rocm - [ ] Update onnxruntime build with ROCm(training): https://ytaous.github.io/onnxruntime/docs/build/training.html#gpu--rocm ExecutionProvider - [ ] Add ROCm ExecutionProvider navitagation: https://ytaous.github.io/onnxruntime/docs/execution-providers/ - [ ] Add ROCm-ExecutionProvider page: https://ytaous.github.io/onnxruntime/docs/execution-providers/ROCm-ExecutionProvider.html Performance - [ ] Add enable_rocm_profiling introcduction: https://ytaous.github.io/onnxruntime/docs/performance/tune-performance.html#profiling-and-performance-report - [ ] Add graph-optimation for ROCm ep: https://ytaous.github.io/onnxruntime/docs/performance/graph-optimizations.html#extended-graph-optimizations Co-authored-by: Ethan Tao <ettao@microsoft.com@orttrainingdev7.d32nl1ml4oruzj4qz3bqlggovf.px.internal.cloudapp.net> Co-authored-by: ytaous <4484531+ytaous@users.noreply.github.com>
71 lines
1.5 KiB
Markdown
71 lines
1.5 KiB
Markdown
---
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title: ROCm (AMD)
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description: Instructions to execute ONNX Runtime with the AMD ROCm execution provider
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parent: Execution Providers
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nav_order: 11
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redirect_from: /docs/reference/execution-providers/ROCm-ExecutionProvider
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---
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# ROCm Execution Provider
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{: .no_toc }
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The ROCm Execution Provider enables hardware accelerated computation on AMD ROCm-enabled GPUs.
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## Contents
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{: .no_toc }
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* TOC placeholder
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{:toc}
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## Install
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Pre-built binaries of ONNX Runtime with ROCm EP are published for most language bindings. Please reference [Install ORT](../install).
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## Requirements
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|ONNX Runtime|ROCm|
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|---|---|
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|main|5.2.3|
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|1.12|5.2.3|
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|1.12|5.2|
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## Build
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For build instructions, please see the [BUILD page](../build/eps.md#amd-rocm).
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## Usage
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### C/C++
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```c++
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Ort::Env env = Ort::Env{ORT_LOGGING_LEVEL_ERROR, "Default"};
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Ort::SessionOptions so;
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int device_id = 0;
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Ort::ThrowOnError(OrtSessionOptionsAppendExecutionProvider_ROCm(so, device_id));
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```
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The C API details are [here](../get-started/with-c.md).
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### Python
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Python APIs details are [here](https://onnxruntime.ai/docs/api/python/api_summary.html).
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## Performance Tuning
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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
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import onnxruntime as ort
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model_path = '<path to model>'
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providers = [
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'ROCmExecutionProvider',
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'CPUExecutionProvider',
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]
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session = ort.InferenceSession(model_path, providers=providers)
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```
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