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update cuda/cudnn requirements
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@tianleiwu
tianleiwu committed Jul 16, 2024
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Expand Up @@ -34,23 +34,38 @@ on [onnxruntime.ai](https://onnxruntime.ai/) for supported versions.

Note: Because of [Nvidia CUDA Minor Version Compatibility](https://docs.nvidia.com/deploy/cuda-compatibility/#minor-version-compatibility), ONNX Runtime built with CUDA 11.8 should be compatible with any CUDA 11.x version; ONNX Runtime built with CUDA 12.2 should be compatible with any CUDA 12.x version.

ONNX Runtime built with cuDNN 8.x are not compatible with cuDNN 9.x.

| ONNX Runtime | CUDA | cuDNN | Notes |
|--------------------------|--------|-----------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 1.18 | 12.4 | 8.9.2.26 (Linux)<br/>8.9.2.26 (Windows) | The default CUDA version for ORT 1.18 is CUDA 11.8. To install CUDA 12 package, please look at [Install ORT](../install). Java CUDA 12 support is back for release 1.18 |
| 1.18 | 11.8 | 8.9.2.26 (Linux)<br/>8.9.2.26 (Windows) | |
| 1.17 | 12.2 | 8.9.2.26 (Linux)<br/>8.9.2.26 (Windows) | The default CUDA version for ORT 1.17 is CUDA 11.8. To install CUDA 12 package, please look at [Install ORT](../install).<br>Due to low demand on Java GPU package, only C++/C# Nuget and Python packages are released with CUDA 12.2 |
| 1.15<br>1.16<br>1.17 | 11.8 | 8.2.4 (Linux)<br/>8.5.0.96 (Windows) | Tested with CUDA versions from 11.6 up to 11.8, and cuDNN from 8.2.4 up to 8.9.0 |
| 1.14<br/>1.13.1<br/>1.13 | 11.6 | 8.2.4 (Linux)<br/>8.5.0.96 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.5.2<br/>libcublas 11.6.5.2<br/>libcudnn 8.2.4 |
| 1.12<br/>1.11 | 11.4 | 8.2.4 (Linux)<br/>8.2.2.26 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.5.2<br/>libcublas 11.6.5.2<br/>libcudnn 8.2.4 |
| 1.10 | 11.4 | 8.2.4 (Linux)<br/>8.2.2.26 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.1.51<br/>libcublas 11.6.1.51<br/>libcudnn 8.2.4 |
| 1.9 | 11.4 | 8.2.4 (Linux)<br/>8.2.2.26 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.1.51<br/>libcublas 11.6.1.51<br/>libcudnn 8.2.4 |
| 1.8 | 11.0.3 | 8.0.4 (Linux)<br/>8.0.2.39 (Windows) | libcudart 11.0.221<br/>libcufft 10.2.1.245<br/>libcurand 10.2.1.245<br/>libcublasLt 11.2.0.252<br/>libcublas 11.2.0.252<br/>libcudnn 8.0.4 |
| 1.7 | 11.0.3 | 8.0.4 (Linux)<br/>8.0.2.39 (Windows) | libcudart 11.0.221<br/>libcufft 10.2.1.245<br/>libcurand 10.2.1.245<br/>libcublasLt 11.2.0.252<br/>libcublas 11.2.0.252<br/>libcudnn 8.0.4 |
| 1.5-1.6 | 10.2 | 8.0.3 | CUDA 11 can be built from source |
| 1.2-1.4 | 10.1 | 7.6.5 | Requires cublas10-10.2.1.243; cublas 10.1.x will not work |
| 1.0-1.1 | 10.0 | 7.6.4 | CUDA versions from 9.1 up to 10.1, and cuDNN versions from 7.1 up to 7.4 should also work with Visual Studio 2017 |
ONNX Runtime built with cuDNN 8.x are not compatible with cuDNN 9.x, and vice versa.

### CUDA 12.x

To install CUDA 12 package, please look at [Install ORT](../install).

| ONNX Runtime | CUDA | cuDNN | Notes |
|--------------------------|--------|-----------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------|
| 1.18.1 | 12.x | 9.x | |
| 1.18.0 | 12.x | 8.9.x | Java CUDA 12 support is added for release 1.18 |
| 1.17 | 12.x | 8.9.x | Only C++/C# Nuget and Python packages are released with CUDA 12.2. |

### CUDA 11.x

| ONNX Runtime | CUDA | cuDNN | Notes |
|--------------------------|--------|-----------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------|
| 1.18<br/>1.18.1 | 11.8 | 8.9.x | |
| 1.15<br>1.16<br>1.17 | 11.8 | 8.2.4 (Linux)<br/>8.5.0.96 (Windows) | Tested with CUDA versions from 11.6 up to 11.8, and cuDNN from 8.2.4 up to 8.9.0 |
| 1.14<br/>1.13.1<br/>1.13 | 11.6 | 8.2.4 (Linux)<br/>8.5.0.96 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.5.2<br/>libcublas 11.6.5.2<br/>libcudnn 8.2.4 |
| 1.12<br/>1.11 | 11.4 | 8.2.4 (Linux)<br/>8.2.2.26 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.5.2<br/>libcublas 11.6.5.2<br/>libcudnn 8.2.4 |
| 1.10 | 11.4 | 8.2.4 (Linux)<br/>8.2.2.26 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.1.51<br/>libcublas 11.6.1.51<br/>libcudnn 8.2.4 |
| 1.9 | 11.4 | 8.2.4 (Linux)<br/>8.2.2.26 (Windows) | libcudart 11.4.43<br/>libcufft 10.5.2.100<br/>libcurand 10.2.5.120<br/>libcublasLt 11.6.1.51<br/>libcublas 11.6.1.51<br/>libcudnn 8.2.4 |
| 1.8 | 11.0.3 | 8.0.4 (Linux)<br/>8.0.2.39 (Windows) | libcudart 11.0.221<br/>libcufft 10.2.1.245<br/>libcurand 10.2.1.245<br/>libcublasLt 11.2.0.252<br/>libcublas 11.2.0.252<br/>libcudnn 8.0.4 |
| 1.7 | 11.0.3 | 8.0.4 (Linux)<br/>8.0.2.39 (Windows) | libcudart 11.0.221<br/>libcufft 10.2.1.245<br/>libcurand 10.2.1.245<br/>libcublasLt 11.2.0.252<br/>libcublas 11.2.0.252<br/>libcudnn 8.0.4 |

### CUDA 10.x

| ONNX Runtime | CUDA | cuDNN | Notes |
|--------------------------|--------|-----------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------|
| 1.5-1.6 | 10.2 | 8.0.3 | CUDA 11 can be built from source |
| 1.2-1.4 | 10.1 | 7.6.5 | Requires cublas10-10.2.1.243; cublas 10.1.x will not work |
| 1.0-1.1 | 10.0 | 7.6.4 | CUDA versions from 9.1 up to 10.1, and cuDNN versions from 7.1 up to 7.4 should also work with Visual Studio 2017 |

For older versions, please reference the readme and build pages on the release branch.

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