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ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003
linux/amd64 ghcr.io

该镜像属于Kubeflow项目的训练组件,用于在模型训练流程中初始化模型相关资源,包括加载初始权重、设置模型参数等,为训练任务提供初始的模型状态支持。

12
浏览次数
247.49MB
镜像大小
国内镜像
swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003
源镜像
ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003
镜像ID
sha256:c3bfaa6552ee970b821fe39d7ffd89dc67302e3f95db49846a46eff9e4565a82
镜像 TAG
sha-ed3d003
镜像大小
247.49MB
平台架构
linux/amd64
镜像源
ghcr.io
CMD
启动入口
python -m pkg.initializers.model
工作目录
/app
OS/平台
linux/amd64
镜像创建
2026-07-10T10:05:14.801566889Z
同步时间
2026-07-13 18:46
浏览量
12 次
贡献者
⚙️ 环境变量 3
KeyValue
PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin 0
PYTHON_VERSION=3.14.6 1
PYTHON_SHA256=143b1dddefaec3bd2e21e3b839b34a2b7fb9842272883c576420d605e9f30c63 2
🛡️ 镜像安全扫描
debian 12.14 Trivy 2026-07-13 18:46 查看完整报告
77
低危 LOW
62
中危 MEDIUM
17
高危 HIGH
4
严重 CRITICAL
受影响目标 (2)
ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003 (debian 12.14) debian Python python-pkg

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003  ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003  ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003

Shell快速替换命令

sed -i 's#ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003#' deployment.yaml

Ansible快速分发-Docker

#ansible k8s -m shell -a 'docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003  ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003  ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003'

镜像构建历史


# 2026-07-10 18:05:14  0.00B 配置容器启动时运行的命令
ENTRYPOINT ["python" "-m" "pkg.initializers.model"]
                        
# 2026-07-10 18:05:14  125.24MB 执行命令并创建新的镜像层
RUN /bin/sh -c pip install -r requirements.txt # buildkit
                        
# 2026-07-10 18:05:09  85.56KB 复制新文件或目录到容器中
COPY pkg/initializers pkg/initializers # buildkit
                        
# 2026-07-10 18:05:09  46.00B 复制新文件或目录到容器中
COPY cmd/initializers/model/requirements.txt . # buildkit
                        
# 2026-07-10 18:05:09  0.00B 设置工作目录为/app
WORKDIR /app
                        
# 2026-06-24 10:08:50  0.00B 设置默认要执行的命令
CMD ["python3"]
                        
# 2026-06-24 10:08:50  36.00B 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 	for src in idle3 pip3 pydoc3 python3 python3-config; do 		dst="$(echo "$src" | tr -d 3)"; 		[ -s "/usr/local/bin/$src" ]; 		[ ! -e "/usr/local/bin/$dst" ]; 		ln -svT "$src" "/usr/local/bin/$dst"; 	done # buildkit
                        
# 2026-06-24 10:08:50  38.07MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends 		dpkg-dev 		gcc 		gnupg 		libbluetooth-dev 		libbz2-dev 		libc6-dev 		libdb-dev 		libffi-dev 		libgdbm-dev 		liblzma-dev 		libncursesw5-dev 		libreadline-dev 		libsqlite3-dev 		libssl-dev 		libzstd-dev 		make 		tk-dev 		uuid-dev 		wget 		xz-utils 		zlib1g-dev 	; 		wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; 	echo "$PYTHON_SHA256 *python.tar.xz" | sha256sum -c -; 	mkdir -p /usr/src/python; 	tar --extract --directory /usr/src/python --strip-components=1 --file python.tar.xz; 	rm python.tar.xz; 		cd /usr/src/python; 	gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)"; 	./configure 		--build="$gnuArch" 		--enable-loadable-sqlite-extensions 		--enable-optimizations 		--enable-option-checking=fatal 		--enable-shared 		$(test "${gnuArch%%-*}" != 'riscv64' && echo '--with-lto') 		--with-ensurepip 	; 	nproc="$(nproc)"; 	EXTRA_CFLAGS="$(dpkg-buildflags --get CFLAGS)"; 	LDFLAGS="$(dpkg-buildflags --get LDFLAGS)"; 	LDFLAGS="${LDFLAGS:-} -Wl,--strip-all"; 	arch="$(dpkg --print-architecture)"; arch="${arch##*-}"; 	case "$arch" in 		amd64|arm64) 			EXTRA_CFLAGS="${EXTRA_CFLAGS:-} -fno-omit-frame-pointer -mno-omit-leaf-frame-pointer"; 			;; 		i386) 			;; 		*) 			EXTRA_CFLAGS="${EXTRA_CFLAGS:-} -fno-omit-frame-pointer"; 			;; 	esac; 	make -j "$nproc" 		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" 		"LDFLAGS=${LDFLAGS:-}" 	; 	rm python; 	make -j "$nproc" 		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" 		"LDFLAGS=${LDFLAGS:-} -Wl,-rpath='\$\$ORIGIN/../lib'" 		python 	; 	make install; 		cd /; 	rm -rf /usr/src/python; 		find /usr/local -depth 		\( 			\( -type d -a \( -name test -o -name tests -o -name idle_test \) \) 			-o \( -type f -a \( -name '*.pyc' -o -name '*.pyo' -o -name 'libpython*.a' \) \) 		\) -exec rm -rf '{}' + 	; 		ldconfig; 		apt-mark auto '.*' > /dev/null; 	apt-mark manual $savedAptMark; 	find /usr/local -type f -executable -not \( -name '*tkinter*' \) -exec ldd '{}' ';' 		| awk '/=>/ { so = $(NF-1); if (index(so, "/usr/local/") == 1) { next }; gsub("^/(usr/)?", "", so); printf "*%s\n", so }' 		| sort -u 		| xargs -rt dpkg-query --search 		| awk 'sub(":$", "", $1) { print $1 }' 		| sort -u 		| xargs -r apt-mark manual 	; 	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; 	rm -rf /var/lib/apt/lists/*; 		export PYTHONDONTWRITEBYTECODE=1; 	python3 --version; 	pip3 --version # buildkit
                        
# 2026-06-24 09:58:10  0.00B 设置环境变量 PYTHON_SHA256
ENV PYTHON_SHA256=143b1dddefaec3bd2e21e3b839b34a2b7fb9842272883c576420d605e9f30c63
                        
# 2026-06-24 09:58:10  0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.14.6
                        
# 2026-06-24 09:58:10  9.26MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 	apt-get update; 	apt-get install -y --no-install-recommends 		ca-certificates 		netbase 		tzdata 	; 	rm -rf /var/lib/apt/lists/* # buildkit
                        
# 2026-06-24 09:58:10  0.00B 设置环境变量 PATH
ENV PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
                        
# 2026-06-23 08:00:00  74.83MB 
# debian.sh --arch 'amd64' out/ 'bookworm' '@1782172800'
                        
                    

镜像信息

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    ],
    "RepoDigests": [
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        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/trainer/model-initializer@sha256:4db589705fb8282b3ccacb63bfedaf84e614eaecb09d3c48e13a1ffc967184ca"
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    "Comment": "buildkit.dockerfile.v0",
    "Created": "2026-07-10T10:05:14.801566889Z",
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    "Os": "linux",
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更多版本

ghcr.io/kubeflow/trainer/model-initializer:sha-ed3d003

linux/amd64 ghcr.io247.49MB2026-07-13 18:46
11
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