ascendai/cann

Atlas CANN

CANN (Compute Architecture for Neural Networks) is a heterogeneous computing architecture launched by Huawei for AI scenarios. It supports multiple AI frameworks on the upper layer and serves AI processors and programming on the lower layer, acting as a key bridge and a key platform for improving the computing efficiency of Atlas AI processors.

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Image Download

CANN 9.2.0-beta.2 has been released. Please visit the https://quay.io/repository/ascend/cann?tab=tags page to obtain it.

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CANN Base Container Images && CANN Development Container Images

The CANN base images are built on Ubuntu and openEuler operating systems. They include the CANN toolkit (Toolkit development suite, ops operator package, NNAL acceleration library) and the Python environment.

CANN Development Container Images are built on CANN Base Container Images. In addition to the CANN toolkit suite and Python runtime environment, they come with extra OS utilities(such as zip, vim, tree, etc.), selected Python plugins(such as wheel, pyyaml, setuptools, etc.), and GoogleTest pre-installed.

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Supported Tags and Dockerfile Links

Tag Naming Rules

CANN Tags follow this pattern:

<cann_version>-<chip_series>-<os>-<python_version>

LATEST CANN 9.2.0-beta.2

For tags associated with historical versions, please refer to https://github.com/Ascend/cann-container-image/tree/main/supported_tags.md.

Note: On aarch64, the 9.2.0-beta.2-950-* images additionally include URMA (Unified RoCE Message Access) for RoCE-based distributed communication; x86_64 images do not include it.

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Quick Start

Prerequisites

Install Driver

An Atlas NPU driver compatible with the CANN version inside the container must be installed on the host. Please visit the https://www.hiascend.com/developer/download/compatibility for the correspondence between driver and CANN versions.

Run a CANN Container

bash
export CANN_REPO=quay.io/ascend/cann
export CANN_TAG=9.2.0-beta.2-a3-ubuntu22.04-py3.12

docker run \
    --name cann_container \
    --device /dev/davinci0 \
    --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 $CANN_REPO:$CANN_TAG bash

Run a CANN Container on 950 Series aarch64 Products

bash
export CANN_REPO=quay.io/ascend/cann
export CANN_TAG=9.2.0-beta.2-950-openeuler24.03-py3.12

docker run \
    --name cann_container \
    --device /dev/davinci0 \
    --device /dev/davinci_manager \
    --device /dev/hisi_hdc \
    --device /dev/ummu \
    --device /dev/uburma \
    -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 $CANN_REPO:$CANN_TAG bash

How to Build Locally

bash
git clone https://github.com/Ascend/cann-container-image.git
cd cann-container-image
export CANN_REPO=my-cann
export CANN_TAG=9.2.0-beta.2-a3-ubuntu22.04-py3.12
# need to install buildx
docker buildx build -t $CANN_REPO:$CANN_TAG -f cann/$CANN_TAG/Dockerfile .

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References

If you want to learn how to download CANN software packages, please visit the https://www.hiascend.com/cann/download?versionId=769&ids=d806%2Ch0501%2Ch0601%2Ch0702. If you want to learn more about CANN, including release notes, programming guides, APIs, and development tools, please visit the https://www.hiascend.com/cann/document.

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License

View the https://www.hiascend.com/en/legal/cannua-download?isNewCon=true for CANN software included in these images.

As with all container images, pre-installed packages (Python, system libraries, etc.) may be subject to their own licenses.