openeuler/mindspore repository overview

⁠Quick reference

• The official MindSpore docker image.

• Maintained by: openEuler CloudNative SIG⁠.

• Where to get help: openEuler CloudNative SIG⁠, openEuler⁠.

⁠MindSpore | openEuler

Current MindSpore docker images are built on the openEuler⁠. This repository is free to use and exempted from per-user rate limits.

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios. MindSpore is designed to provide development experience with friendly design and efficient execution for the data scientists and algorithmic engineers, native support for Ascend AI processor, and software hardware co-optimization. At the meantime MindSpore as a global AI open source community, aims to further advance the development and enrichment of the AI software/hardware application ecosystem.

For more details please check out our Architecture Guide⁠⁠.

⁠Supported tags and respective Dockerfile links

The tag of each mindspore docker image is consist of the complete software stack version. The details are as follows

⁠Usage

In this usage, users can select the corresponding {Tag} and container startup options based on their requirements.

• Pull the openeuler/mindspore image from docker

  docker pull openeuler/mindspore:{Tag}
  

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• Start a mindspore instance

  docker run \
      --name my-mindspore \
      --device /dev/davinci1 \
      --device /dev/davinci_manager \
      --device /dev/devmm_svm \
      --device /dev/hisi_hdc \
      -v /usr/local/dcmi:/usr/local/dcmi \
      -v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi \
      -v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ \
      -v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info \
      -v /etc/ascend_install.info:/etc/ascend_install.info \
      -it openeuler/mindspore:{Tag} bash
  

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• Container startup options

  Option	Description
  --name my-mindspore	Names the container my-mindspore.
  --device /dev/davinciX	NPU device, where X is the physical ID number of the chip, e.g., davinci1.
  --device /dev/davinci_manager	Davinci-related management device.
  --device /dev/devmm_svm	Memory management-related device.
  --device /dev/hisi_hdc	HDC-related management device.
  -v /usr/local/dcmi:/usr/local/dcmi	Mounts the host's DCMI .so and interface file directory /usr/local/dcmi to the container. Please modify according to actual situation.
  -v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi	Mount the host npu-smi tool "/usr/local/bin/npu-smi" into the container. Please modify it according to the actual situation.
  -v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/	Mounts the host directory /usr/local/Ascend/driver/lib64/driver to the container. Please modify according to the path where the driver's .so files are located.
  -v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info	Mounts the host's version information file /usr/local/Ascend/driver/version.info to the container. Please modify according to actual situation.
  -v /etc/ascend_install.info:/etc/ascend_install.info	Mounts the host's installation information file /etc/ascend_install.info to the container.
  -it	Starts the container in interactive mode with a terminal (bash).
  openeuler/mindspore:{Tag}	Specifies the Docker image to run, replace {Tag} with the specific version or tag of the openeuler/mindspore image you want to use.

• View container running logs

  docker logs -f my-mindspore
  

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• To get an interactive shell

  docker exec -it my-mindspore /bin/bash
  

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⁠Question and answering

If you have any questions or want to use some special features, please submit an issue or a pull request on openeuler-docker-images⁠.