docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0 linux/amd64

docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0 - 国内下载镜像源 浏览次数:7
```html

这是一个Kubeflow Katib的早期停止策略镜像。 该镜像实现了基于中位数的早期停止算法,用于在超参数调优过程中自动停止表现不佳的训练作业,从而节省计算资源和时间。

```
源镜像 docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0
镜像ID sha256:87aff3a167bb6f56c79bff7bdce4fe4e1046dd7019230754f53a4548b08e5446
镜像TAG v0.16.0
大小 205.95MB
镜像源 docker.io
项目信息 Docker-Hub主页 🚀项目TAG 🚀
CMD
启动入口 python main.py
工作目录 /opt/katib/cmd/earlystopping/medianstop/v1beta1
OS/平台 linux/amd64
浏览量 7 次
贡献者
镜像创建 2023-10-31T20:26:04.155578887Z
同步时间 2025-02-27 10:25
更新时间 2025-02-27 14:06
环境变量
PATH=/usr/local/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin LANG=C.UTF-8 GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D PYTHON_VERSION=3.10.13 PYTHON_PIP_VERSION=23.0.1 PYTHON_SETUPTOOLS_VERSION=65.5.1 PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/c6add47b0abf67511cdfb4734771cbab403af062/public/get-pip.py PYTHON_GET_PIP_SHA256=22b849a10f86f5ddf7ce148ca2a31214504ee6c83ef626840fde6e5dcd809d11 TARGET_DIR=/opt/katib EARLY_STOPPING_DIR=cmd/earlystopping/medianstop/v1beta1 PYTHONPATH=/opt/katib:/opt/katib/pkg/apis/manager/v1beta1/python
镜像安全扫描 查看Trivy扫描报告

系统OS: debian 12.2 扫描引擎: Trivy 扫描时间: 2025-02-27 10:26

低危漏洞:79 中危漏洞:49 高危漏洞:38 严重漏洞:7

Docker拉取命令 无权限下载?点我修复

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0  docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0  docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0

Shell快速替换命令

sed -i 's#kubeflowkatib/earlystopping-medianstop:v0.16.0#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0#' deployment.yaml

Ansible快速分发-Docker

#ansible k8s -m shell -a 'docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0  docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0'

Ansible快速分发-Containerd

#ansible k8s -m shell -a 'ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0  docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0'

镜像构建历史


# 2023-11-01 04:26:04  0.00B 配置容器启动时运行的命令
ENTRYPOINT ["python" "main.py"]
                        
# 2023-11-01 04:26:04  2.79MB 执行命令并创建新的镜像层
RUN |1 TARGETARCH=amd64 /bin/sh -c chgrp -R 0 ${TARGET_DIR}   && chmod -R g+rwX ${TARGET_DIR} # buildkit
                        
# 2023-11-01 04:26:03  72.20MB 执行命令并创建新的镜像层
RUN |1 TARGETARCH=amd64 /bin/sh -c pip install --prefer-binary --no-cache-dir -r requirements.txt # buildkit
                        
# 2023-11-01 04:25:13  0.00B 设置工作目录为/opt/katib/cmd/earlystopping/medianstop/v1beta1
WORKDIR /opt/katib/cmd/earlystopping/medianstop/v1beta1
                        
# 2023-11-01 04:25:13  2.28KB 复制文件或目录到容器中
ADD ./cmd/earlystopping/medianstop/v1beta1/ /opt/katib/cmd/earlystopping/medianstop/v1beta1/ # buildkit
                        
# 2023-11-01 04:25:13  2.79MB 复制文件或目录到容器中
ADD ./pkg/ /opt/katib/pkg/ # buildkit
                        
# 2023-11-01 03:15:54  0.00B 执行命令并创建新的镜像层
RUN |1 TARGETARCH=amd64 /bin/sh -c if [ "${TARGETARCH}" = "ppc64le" ] || [ "${TARGETARCH}" = "arm64" ]; then     apt-get -y update &&     apt-get -y install gfortran libopenblas-dev liblapack-dev &&     apt-get clean &&     rm -rf /var/lib/apt/lists/*;   fi # buildkit
                        
# 2023-11-01 03:15:54  0.00B 设置环境变量 PYTHONPATH
ENV PYTHONPATH=/opt/katib:/opt/katib/pkg/apis/manager/v1beta1/python
                        
# 2023-11-01 03:15:54  0.00B 设置环境变量 EARLY_STOPPING_DIR
ENV EARLY_STOPPING_DIR=cmd/earlystopping/medianstop/v1beta1
                        
# 2023-11-01 03:15:54  0.00B 设置环境变量 TARGET_DIR
ENV TARGET_DIR=/opt/katib
                        
# 2023-11-01 03:15:54  0.00B 定义构建参数
ARG TARGETARCH
                        
# 2023-10-16 05:49:12  0.00B 设置默认要执行的命令
CMD ["python3"]
                        
# 2023-10-16 05:49:12  12.20MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends wget; 		wget -O get-pip.py "$PYTHON_GET_PIP_URL"; 	echo "$PYTHON_GET_PIP_SHA256 *get-pip.py" | sha256sum -c -; 		apt-mark auto '.*' > /dev/null; 	[ -z "$savedAptMark" ] || apt-mark manual $savedAptMark > /dev/null; 	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; 	rm -rf /var/lib/apt/lists/*; 		export PYTHONDONTWRITEBYTECODE=1; 		python get-pip.py 		--disable-pip-version-check 		--no-cache-dir 		--no-compile 		"pip==$PYTHON_PIP_VERSION" 		"setuptools==$PYTHON_SETUPTOOLS_VERSION" 	; 	rm -f get-pip.py; 		pip --version # buildkit
                        
# 2023-10-16 05:49:12  0.00B 设置环境变量 PYTHON_GET_PIP_SHA256
ENV PYTHON_GET_PIP_SHA256=22b849a10f86f5ddf7ce148ca2a31214504ee6c83ef626840fde6e5dcd809d11
                        
# 2023-10-16 05:49:12  0.00B 设置环境变量 PYTHON_GET_PIP_URL
ENV PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/c6add47b0abf67511cdfb4734771cbab403af062/public/get-pip.py
                        
# 2023-10-16 05:49:12  0.00B 设置环境变量 PYTHON_SETUPTOOLS_VERSION
ENV PYTHON_SETUPTOOLS_VERSION=65.5.1
                        
# 2023-10-16 05:49:12  0.00B 设置环境变量 PYTHON_PIP_VERSION
ENV PYTHON_PIP_VERSION=23.0.1
                        
# 2023-10-16 05:49:12  32.00B 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 	for src in idle3 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
                        
# 2023-10-16 05:49:12  31.91MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends 		dpkg-dev 		gcc 		gnupg 		libbluetooth-dev 		libbz2-dev 		libc6-dev 		libdb-dev 		libexpat1-dev 		libffi-dev 		libgdbm-dev 		liblzma-dev 		libncursesw5-dev 		libreadline-dev 		libsqlite3-dev 		libssl-dev 		make 		tk-dev 		uuid-dev 		wget 		xz-utils 		zlib1g-dev 	; 		wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; 	wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc"; 	GNUPGHOME="$(mktemp -d)"; export GNUPGHOME; 	gpg --batch --keyserver hkps://keys.openpgp.org --recv-keys "$GPG_KEY"; 	gpg --batch --verify python.tar.xz.asc python.tar.xz; 	gpgconf --kill all; 	rm -rf "$GNUPGHOME" python.tar.xz.asc; 	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 		--with-lto 		--with-system-expat 		--without-ensurepip 	; 	nproc="$(nproc)"; 	EXTRA_CFLAGS="$(dpkg-buildflags --get CFLAGS)"; 	LDFLAGS="$(dpkg-buildflags --get LDFLAGS)"; 	LDFLAGS="${LDFLAGS:--Wl},--strip-all"; 	make -j "$nproc" 		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" 		"LDFLAGS=${LDFLAGS:-}" 		"PROFILE_TASK=${PROFILE_TASK:-}" 	; 	rm python; 	make -j "$nproc" 		"EXTRA_CFLAGS=${EXTRA_CFLAGS:-}" 		"LDFLAGS=${LDFLAGS:--Wl},-rpath='\$\$ORIGIN/../lib'" 		"PROFILE_TASK=${PROFILE_TASK:-}" 		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 -r dpkg-query --search 		| cut -d: -f1 		| sort -u 		| xargs -r apt-mark manual 	; 	apt-get purge -y --auto-remove -o APT::AutoRemove::RecommendsImportant=false; 	rm -rf /var/lib/apt/lists/*; 		python3 --version # buildkit
                        
# 2023-10-16 05:49:12  0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.10.13
                        
# 2023-10-16 05:49:12  0.00B 设置环境变量 GPG_KEY
ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D
                        
# 2023-10-16 05:49:12  9.24MB 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
                        
# 2023-10-16 05:49:12  0.00B 设置环境变量 LANG
ENV LANG=C.UTF-8
                        
# 2023-10-16 05:49:12  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
                        
# 2023-10-12 02:34:51  0.00B 
/bin/sh -c #(nop)  CMD ["bash"]
                        
# 2023-10-12 02:34:50  74.82MB 
/bin/sh -c #(nop) ADD file:55ad846fa191e603f48090eae0e4a7149c4066b94406593ec1898ad2c3347937 in / 
                        
                    

镜像信息

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    "DockerVersion": "",
    "Author": "",
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        "User": "",
        "AttachStdin": false,
        "AttachStdout": false,
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        "Tty": false,
        "OpenStdin": false,
        "StdinOnce": false,
        "Env": [
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            "LANG=C.UTF-8",
            "GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D",
            "PYTHON_VERSION=3.10.13",
            "PYTHON_PIP_VERSION=23.0.1",
            "PYTHON_SETUPTOOLS_VERSION=65.5.1",
            "PYTHON_GET_PIP_URL=https://github.com/pypa/get-pip/raw/c6add47b0abf67511cdfb4734771cbab403af062/public/get-pip.py",
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}

更多版本

docker.io/kubeflowkatib/earlystopping-medianstop:v0.16.0

linux/amd64 docker.io205.95MB2025-02-27 10:25
6