#!/bin/bash
set -e
cleanup_dangling() {
echo ">>> Cleaning up <none> tagged images and corresponding containers..."
local dangling_images=$(docker images -f "dangling=true" -q 2>/dev/null)
if [ -n "$dangling_images" ]; then
for img_id in $dangling_images; do
local containers=$(docker ps -a -q --filter "ancestor=$img_id" 2>/dev/null)
if [ -n "$containers" ]; then
echo ">>> Removing containers from dangling image: $img_id"
docker rm -f $containers 2>/dev/null || true
fi
done
echo ">>> Removing dangling images..."
docker rmi $dangling_images 2>/dev/null || true
else
echo ">>> No dangling images found"
fi
echo ">>> Cleanup complete"
}
NPU_TYPE="910b"
IMAGE_NAME=""
OS="openEuler24.03"
BASE_IMAGE=""
PYTHON_VERSION="3.11"
TORCH_VERSION="2.7.1"
TORCH_NPU_VERSION="2.7.1"
TRITON_ASCEND_VERSION="3.2.1"
BASE_IMAGE_VERSION="9.0.0-beta.2"
MINDSPEED_OPS_BRANCH="master"
SOC_VERSION=""
NO_CACHE=""
NPU_TYPE_EXPLICIT=false
OS_EXPLICIT=false
CLEANUP_ON_FAIL=false
show_help() {
cat << EOF
Usage: $0 [OPTIONS]
Build MindSpeed-Ops Docker Image
Required:
-t, --npu-type TYPE NPU type: A3 or 910B
Auto detected from --base-image if not explicitly specified
Optional:
-i, --image-name NAME Custom output image full name
Default rule: mindspeed-ops:{version}-{chip}-{os}-py{py_ver}-{arch}
-o, --os OS OS type: openEuler24.03 or ubuntu22.04 (default: openEuler24.03)
-n, --no-cache Build without using Docker build cache
--base-image IMAGE Full base image name, passed directly to FROM as-is
Example: swr.cn-south-1.myhuaweicloud.com/ascendhub/cann:9.0.0-beta.2-a3-openeuler24.03-py3.11
--base-image-version VER CANN base image version (default: 9.0.0-beta.2)
--python-version VER Python version (default: 3.11)
--torch-version VER PyTorch version for online installation (default: 2.7.1)
--torch-npu-version VER torch-npu version for online installation (default: 2.7.1)
--triton-ascend-version triton-ascend version (default: 3.2.1)
--mindspeed-ops-branch MindSpeed-Ops git branch/version (default: master)
--soc-version Target SOC version for ACLNN compilation
Examples: ascend910b1, ascend910_9391, ascend950*
If not set, only Triton/Python operators will be installed
--cleanup-on-fail Clean up dangling <none> images/containers when build fails
-h, --help Show this help message and exit
Image Tag Convention:
{mindspeed_ops_branch}-{npu_type_lower}-{os}-py{python_version}-{arch}
Example:
master-a3-openeuler24.03-py3.11-aarch64
master-910b-ubuntu22.04-py3.11-x86_64
Examples:
bash $0 -t A3
bash $0 -t 910B
bash $0 -t A3 -o openEuler24.03
bash $0 -t A3 --torch-version 2.7.1 --torch-npu-version 2.7.1
bash $0 -t 910B --soc-version ascend910b1
bash $0 -t A3 --base-image-version 9.0.0
bash $0 -t A3 --base-image swr.cn-south-1.myhuaweicloud.com/ascendhub/cann:9.0.0-beta.2-a3-openeuler24.03-py3.11
bash $0 -t A3 -i myproject/mindspeed-ops:latest
bash $0 -t A3 --no-cache --cleanup-on-fail
EOF
}
parse_base_image_tag() {
local image="$1"
local tag="${image##*:}"
local tag_lower
tag_lower=$(echo "$tag" | tr '[:upper:]' '[:lower:]')
if [[ "$tag_lower" == *"910b"* ]]; then
DETECTED_NPU_TYPE="910b"
elif [[ "$tag_lower" == *"-a3-"* ]] || [[ "$tag_lower" == *"-a3-py"* ]]; then
DETECTED_NPU_TYPE="a3"
fi
if [[ "$tag_lower" == *"openeuler24.03"* ]]; then
DETECTED_OS="openeuler24.03"
elif [[ "$tag_lower" == *"ubuntu22.04"* ]]; then
DETECTED_OS="ubuntu22.04"
fi
if [[ "$tag_lower" =~ py([0-9]+\.[0-9]+) ]]; then
DETECTED_PYTHON_VERSION="${BASH_REMATCH[1]}"
fi
}
while [[ $# -gt 0 ]]; do
case $1 in
-t|--npu-type) NPU_TYPE="$2"; NPU_TYPE_EXPLICIT=true; shift 2 ;;
-i|--image-name) IMAGE_NAME="$2"; OS_EXPLICIT=true; shift 2 ;;
-o|--os) OS="$2"; shift 2 ;;
-n|--no-cache) NO_CACHE="--no-cache"; shift ;;
--mindspeed-ops-branch) MINDSPEED_OPS_BRANCH="$2"; shift 2 ;;
--soc-version) SOC_VERSION="$2"; shift 2 ;;
--base-image) BASE_IMAGE="$2"; shift 2 ;;
--python-version) PYTHON_VERSION="$2"; shift 2 ;;
--torch-version) TORCH_VERSION="$2"; shift 2 ;;
--torch-npu-version) TORCH_NPU_VERSION="$2"; shift 2 ;;
--triton-ascend-version) TRITON_ASCEND_VERSION="$2"; shift 2 ;;
--base-image-version) BASE_IMAGE_VERSION="$2"; shift 2 ;;
--cleanup-on-fail) CLEANUP_ON_FAIL=true; shift ;;
-h|--help) show_help; exit 0 ;;
*) echo "Unknown argument: $1"; show_help; exit 1 ;;
esac
done
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
DOCKERFILE="${SCRIPT_DIR}/Dockerfile"
if [ ! -f "$DOCKERFILE" ]; then
echo "Error: Dockerfile not found: $DOCKERFILE"
exit 1
fi
DETECTED_NPU_TYPE=""
DETECTED_OS=""
DETECTED_PYTHON_VERSION=""
if [ -n "$BASE_IMAGE" ]; then
parse_base_image_tag "$BASE_IMAGE"
if [ "$NPU_TYPE_EXPLICIT" = false ] && [ -n "$DETECTED_NPU_TYPE" ]; then
NPU_TYPE="$DETECTED_NPU_TYPE"
fi
if [ "$OS_EXPLICIT" = false ] && [ -n "$DETECTED_OS" ]; then
OS="$DETECTED_OS"
fi
if [ -n "$DETECTED_PYTHON_VERSION" ]; then
PYTHON_VERSION="$DETECTED_PYTHON_VERSION"
fi
fi
NPU_TYPE_LOWER=$(echo "$NPU_TYPE" | tr '[:upper:]' '[:lower:]')
OS=$(echo "$OS" | tr '[:upper:]' '[:lower:]')
if [ "$NPU_TYPE_LOWER" != "a3" ] && [ "$NPU_TYPE_LOWER" != "910b" ]; then
echo "Error: NPU type must be a3 or 910b"
exit 1
fi
if [ "$OS" != "ubuntu22.04" ] && [ "$OS" != "openeuler24.03" ]; then
echo "Error: OS must be ubuntu22.04 or openeuler24.03"
exit 1
fi
case "$OS" in
ubuntu*) OS_FAMILY="ubuntu"; REPO_SCRIPT="configure_apt_repo.sh" ;;
openeuler*) OS_FAMILY="openeuler"; REPO_SCRIPT="configure_yum_repo.sh" ;;
esac
HOST_ARCH=$(uname -m)
case "$HOST_ARCH" in
arm64) ARCH_NAME="aarch64" ;;
*) ARCH_NAME="$HOST_ARCH" ;;
esac
if [ -z "$IMAGE_NAME" ]; then
TAG_REF=$(echo "$MINDSPEED_OPS_BRANCH" | tr '/:' '--')
IMAGE_NAME="mindspeed-ops:${TAG_REF}-${NPU_TYPE_LOWER}-${OS}-py${PYTHON_VERSION}-${ARCH_NAME}"
fi
cd "$SCRIPT_DIR"
cp "${SCRIPT_DIR}/${REPO_SCRIPT}" configure_repo.sh
trap 'rm -f configure_repo.sh' EXIT
BUILD_ARGS="--build-arg OS=${OS}"
BUILD_ARGS="$BUILD_ARGS --build-arg OS_FAMILY=${OS_FAMILY}"
BUILD_ARGS="$BUILD_ARGS --build-arg NPU_TYPE=${NPU_TYPE_LOWER}"
BUILD_ARGS="$BUILD_ARGS --build-arg PYTHON_VERSION=${PYTHON_VERSION}"
BUILD_ARGS="$BUILD_ARGS --build-arg TORCH_VERSION=${TORCH_VERSION}"
BUILD_ARGS="$BUILD_ARGS --build-arg TORCH_NPU_VERSION=${TORCH_NPU_VERSION}"
BUILD_ARGS="$BUILD_ARGS --build-arg TRITON_ASCEND_VERSION=${TRITON_ASCEND_VERSION}"
BUILD_ARGS="$BUILD_ARGS --build-arg MINDSPEED_OPS_BRANCH=${MINDSPEED_OPS_BRANCH}"
if [ -n "$SOC_VERSION" ]; then
BUILD_ARGS="$BUILD_ARGS --build-arg SOC_VERSION=${SOC_VERSION}"
fi
if [ -n "$BASE_IMAGE" ]; then
BUILD_ARGS="$BUILD_ARGS --build-arg BASE_IMAGE=${BASE_IMAGE}"
else
BUILD_ARGS="$BUILD_ARGS --build-arg BASE_IMAGE_VERSION=${BASE_IMAGE_VERSION}"
fi
echo "=========================================="
echo "Build Configuration"
echo "=========================================="
echo "NPU Type: ${NPU_TYPE}"
echo "Image Name: ${IMAGE_NAME}"
echo "OS: ${OS}"
echo "OS_FAMILY: ${OS_FAMILY}"
echo "Dockerfile: ${DOCKERFILE}"
echo "Base Image Version: ${BASE_IMAGE_VERSION}"
if [ -n "$BASE_IMAGE" ]; then
echo "Base Image: ${BASE_IMAGE}"
fi
echo "Python Version: ${PYTHON_VERSION}"
echo "PyTorch Version: ${TORCH_VERSION}"
echo "torch-npu Version: ${TORCH_NPU_VERSION}"
echo "triton-ascend Version: ${TRITON_ASCEND_VERSION}"
echo "MindSpeed-Ops Branch: ${MINDSPEED_OPS_BRANCH}"
echo "SOC Version: ${SOC_VERSION:-<not set, Triton/Python only>}"
echo "No Cache: ${NO_CACHE:-No}"
echo "=========================================="
echo ""
echo "Starting image build..."
echo ""
set +e
docker build \
-t "$IMAGE_NAME" \
-f "$DOCKERFILE" \
$BUILD_ARGS \
$NO_CACHE \
--network=host \
.
BUILD_RESULT=$?
set -e
if [ $BUILD_RESULT -eq 0 ]; then
echo ""
echo "=========================================="
echo "Build Complete!"
echo "Image: ${IMAGE_NAME}"
echo "=========================================="
echo ""
echo "Usage:"
echo " docker run -it --rm \\"
echo " --device=/dev/davinci0 \\"
echo " --device=/dev/davinci_manager \\"
echo " --device=/dev/devmm_svm \\"
echo " --device=/dev/hisi_hdc \\"
echo " -v /usr/local/Ascend/driver:/usr/local/Ascend/driver \\"
echo " -v /usr/local/Ascend/ascend-toolkit:/usr/local/Ascend/ascend-toolkit \\"
echo " --dns 114.114.114.114 --dns 8.8.8.8 \\"
echo " ${IMAGE_NAME} bash"
echo ""
exit 0
else
echo ""
echo "=========================================="
echo "Build Failed!"
echo "=========================================="
if [ "$CLEANUP_ON_FAIL" = true ]; then
echo ""
echo ">>> Cleaning up dangling images and containers..."
cleanup_dangling
fi
exit $BUILD_RESULT
fi
