ModelArts Unified Images
When using ModelArts for machine learning development, you often need to configure the environment based on different frameworks, which may increase configuration complexity and cause usage issues. How to reduce configuration complexity and usage problems?
ModelArts uploads unified images based on different frameworks to SWR. You can use these image addresses to register images on the ModelArts console or run the docker pull command to pull images. This allows you to quickly create notebook instances, train models, or perform real-time inference, reducing environment configuration time and enabling you to focus on model development and training, thereby improving development efficiency.
- For details about how to register and use images, see Image Registration and Management.
- The following is an example of running the docker pull command to pull a ModelArts unified image. Replace the SWR image path with the actual one.
docker pull swr.cn-north-4.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.5.2-py_3.12-euler_2.10.11-aarch64-snt9b-20260417112518-aabfd52
Unified PyTorch Images
| Image Name | Image Link | Image Type | Description |
|---|---|---|---|
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.5.2-py_3.12-euler_2.10.11-aarch64-snt9b-20260417112518-aabfd52 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.5.2-py_3.12-euler_2.10.11-aarch64-snt9b-20260417112518-aabfd52 | ModelArts+Snt9b+EULER | Updated CANN to 8.5.2, Python to 3.12, and EulerOS to 2.10.11. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.5.2-py_3.12-hce_2.0.2512-aarch64-snt9b-20260417112518-aabfd52 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.5.2-py_3.12-hce_2.0.2512-aarch64-snt9b-20260417112518-aabfd52 | ModelArts+Snt9b+HCE2.0 | Updated CANN to 8.5.2, Python to 3.12, and Huawei Cloud EulerOS to 2.0.2512. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.5.2-py_3.12-hce_2.0.2512-aarch64-snt9b23-20260417112518-aabfd52 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.5.2-py_3.12-hce_2.0.2512-aarch64-snt9b23-20260417112518-aabfd52 | ModelArts+Snt9b23+HCE2.0 | Updated CANN to 8.5.2, Python to 3.12, and Huawei Cloud EulerOS to 2.0.2512. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b-20251205091605-e41006e Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b-20251205091605-e41006e | ModelArts+Snt9b+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2509, upgraded third-party software, and more. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b23-20251205091605-e41006e Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b23-20251205091605-e41006e | ModelArts+Snt9b23+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2509, upgraded third-party software, and more. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt3p-20251205091605-e41006e Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt3p-20251205091605-e41006e | ModelArts+Snt3p | Upgraded Python to 3.11 and OS to HCE.2509, upgraded third-party software, and more. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20251208183724-e1cc47c Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.7.1-cann_8.3.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20251208183724-e1cc47c | ModelArts+Snt9b+EULER | Upgraded Python to 3.11, upgraded third-party software, and more. |
| pytorch_cuda | swr.<region>.myhuaweicloud.com/atelier/pytorch_cuda:pytorch_2.7.0-cuda_12.8-py_3.11.10-ubuntu_22.04-x86_64-20251215163925-4e5422a Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_cuda:pytorch_2.7.0-cuda_12.8-py_3.11.10-ubuntu_22.04-x86_64-20251215163925-4e5422a | ModelArts+Ubuntu22.04 | Upgraded CUDA to 12.8, upgraded Python to 3.11, upgraded third-party software, and more. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20250908155148-2c423b4 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20250908155148-2c423b4 | ModelArts+Snt9b+EULER | Upgraded Python to 3.11, upgraded third-party software, and more. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt3p-20250908091038-4a84562 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt3p-20250908091038-4a84562 | ModelArts+Snt3p | Upgraded Python to 3.11 and OS to HCE.2506, upgraded third-party software, and more. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b-20250908091038-4a84562 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b-20250908091038-4a84562 | ModelArts+Snt9b+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2506, upgraded third-party software, and more. |
| pytorch_ascend | swr.<region>.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b23-20250908091038-4a84562 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/pytorch_ascend:pytorch_2.6.0-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b23-20250908091038-4a84562 | ModelArts+Snt9b23+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2506, upgraded third-party software, and more. |
Unified MindSpore Images
| Image Name | Image Link | Image Type | Description |
|---|---|---|---|
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.2-cann_8.5.2-py_3.11-euler_2.10.11-aarch64-snt9b-20260417155905-aabfd52 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.2-cann_8.5.2-py_3.11-euler_2.10.11-aarch64-snt9b-20260417155905-aabfd52 | ModelArts+Snt9b+EULER | Updated CANN to 8.5.2, Python to 3.11, and EulerOS to 2.10.11. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.2-cann_8.5.2-py_3.11-hce_2.0.2512-aarch64-snt9b-20260417155905-aabfd52 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.2-cann_8.5.2-py_3.11-hce_2.0.2512-aarch64-snt9b-20260417155905-aabfd52 | ModelArts+Snt9b+HCE2.0 | Updated CANN to 8.5.2, Python to 3.11, and Huawei Cloud EulerOS to 2.0.2512. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.2-cann_8.5.2-py_3.11-hce_2.0.2512-aarch64-snt9b23-20260417155905-aabfd52 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.2-cann_8.5.2-py_3.11-hce_2.0.2512-aarch64-snt9b23-20260417155905-aabfd52 | ModelArts+Snt9b23+HCE2.0 | Updated CANN to 8.5.2, Python to 3.11, and Huawei Cloud EulerOS to 2.0.2512. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b-20251204204157-4708bb0 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b-20251204204157-4708bb0 | ModelArts+Snt9b+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2509, upgraded third-party software, and more. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b23-20251204204157-4708bb0 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt9b23-20251204204157-4708bb0 | ModelArts+Snt9b23+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2509, upgraded third-party software, and more. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt3p-20251205162951-b29ea96 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-hce_2.0.2509-aarch64-snt3p-20251205162951-b29ea96 | ModelArts+Snt3p | Upgraded Python to 3.11 and OS to HCE.2509, upgraded third-party software, and more. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20251205162951-b29ea96 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.1-cann_8.3.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20251205162951-b29ea96 | ModelArts+Snt9b+EULER | Upgraded Python to 3.11, upgraded third-party software, and more. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20250908143531-4a84562 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-euler_2.10.11-aarch64-snt9b-20250908143531-4a84562 | ModelArts+Snt9b+EULER | Upgraded Python to 3.11, upgraded third-party software, and more. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt3p-20250908143531-4a84562 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt3p-20250908143531-4a84562 | ModelArts+Snt3p | Upgraded Python to 3.11 and OS to HCE.2506, upgraded third-party software, and more. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b-20250908143531-4a84562 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b-20250908143531-4a84562 | ModelArts+Snt9b+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2506, upgraded third-party software, and more. |
| mindspore_ascend | swr.<region>.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b23-20250908143531-4a84562 Example: CN-Hong Kong swr.cn-ap-southeast-1.myhuaweicloud.com/atelier/mindspore_ascend:mindspore_2.7.0rc1-cann_8.2.rc1-py_3.11-hce_2.0.2506-aarch64-snt9b23-20250908143531-4a84562 | ModelArts+Snt9b23+HCE2.0 | Upgraded Python to 3.11 and OS to HCE.2506, upgraded third-party software, and more. |
Viewing Details About an Image Component
You can use either of the following methods to view details about an image component:
- Method 1: View the details in a container.
- Run the following command to start the container:
docker run -it image_name bash
Replace image_name with the actual image path. For details about image path, see the preceding description.
- After accessing the container, run the following command to view the version information:
pip list
- Run the following command to start the container:
- Method 2: View the details in a notebook instance.
- Use a preset image to create a notebook instance and access the instance in JupyterLab mode. For details, see Using JupyterLab to Develop and Debug Code Online.
- Open a Terminal interface, and then run the following command to view the version information:
pip list
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