ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0 linux/amd64

ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0 - 国内下载镜像源 浏览次数:7

该镜像 ghcr.io/kubeflow/katib/earlystopping-medianstop 是Kubeflow Katib的一部分,提供了一种基于中位数停止的超参数调优早期停止策略。它用于在超参数搜索过程中尽早识别表现不佳的试验,从而节省计算资源和时间。

源镜像 ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0
国内镜像 swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0
镜像ID sha256:8cd2835eeaf1f6f48e1915d4cd9b7422460cf26d02867393ebdcecd8f081764e
镜像TAG v0.18.0
大小 221.21MB
镜像源 ghcr.io
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 2025-03-25T00:13:33.744040925Z
同步时间 2025-07-07 15:37
更新时间 2025-07-07 21:27
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=3.11.11 PYTHON_SHA256=2a9920c7a0cd236de33644ed980a13cbbc21058bfdc528febb6081575ed73be3 TARGET_DIR=/opt/katib EARLY_STOPPING_DIR=cmd/earlystopping/medianstop/v1beta1 PYTHONPATH=/opt/katib:/opt/katib/pkg/apis/manager/v1beta1/python

Docker拉取命令

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0  ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0

Containerd拉取命令

ctr images pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0
ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0  ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0

Shell快速替换命令

sed -i 's#ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0#swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0#' 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/katib/earlystopping-medianstop:v0.18.0 && docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0  ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0'

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/katib/earlystopping-medianstop:v0.18.0 && ctr images tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0  ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0'

镜像构建历史


# 2025-03-25 08:13:33  0.00B 配置容器启动时运行的命令
ENTRYPOINT ["python" "main.py"]
                        
# 2025-03-25 08:13:33  3.35MB 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
                        
# 2025-03-25 08:13:33  84.69MB 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
                        
# 2025-03-25 08:13:22  0.00B 设置工作目录为/opt/katib/cmd/earlystopping/medianstop/v1beta1
WORKDIR /opt/katib/cmd/earlystopping/medianstop/v1beta1
                        
# 2025-03-25 08:13:22  2.27KB 复制文件或目录到容器中
ADD ./cmd/earlystopping/medianstop/v1beta1/ /opt/katib/cmd/earlystopping/medianstop/v1beta1/ # buildkit
                        
# 2025-03-25 08:13:22  3.34MB 复制文件或目录到容器中
ADD ./pkg/ /opt/katib/pkg/ # buildkit
                        
# 2025-03-25 07:23:22  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
                        
# 2025-03-25 07:23:22  0.00B 设置环境变量 PYTHONPATH
ENV PYTHONPATH=/opt/katib:/opt/katib/pkg/apis/manager/v1beta1/python
                        
# 2025-03-25 07:23:22  0.00B 设置环境变量 EARLY_STOPPING_DIR
ENV EARLY_STOPPING_DIR=cmd/earlystopping/medianstop/v1beta1
                        
# 2025-03-25 07:23:22  0.00B 设置环境变量 TARGET_DIR
ENV TARGET_DIR=/opt/katib
                        
# 2025-03-25 07:23:22  0.00B 定义构建参数
ARG TARGETARCH=amd64
                        
# 2024-12-04 06:49:59  0.00B 设置默认要执行的命令
CMD ["python3"]
                        
# 2024-12-04 06:49:59  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
                        
# 2024-12-04 06:49:59  45.80MB 执行命令并创建新的镜像层
RUN /bin/sh -c set -eux; 		savedAptMark="$(apt-mark showmanual)"; 	apt-get update; 	apt-get install -y --no-install-recommends 		dpkg-dev 		gcc 		gnupg 		libbluetooth-dev 		libbz2-dev 		libc6-dev 		libdb-dev 		libffi-dev 		libgdbm-dev 		liblzma-dev 		libncursesw5-dev 		libreadline-dev 		libsqlite3-dev 		libssl-dev 		make 		tk-dev 		uuid-dev 		wget 		xz-utils 		zlib1g-dev 	; 		wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz"; 	echo "$PYTHON_SHA256 *python.tar.xz" | sha256sum -c -; 	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="$gnuArch" 		--enable-loadable-sqlite-extensions 		--enable-optimizations 		--enable-option-checking=fatal 		--enable-shared 		--with-lto 		--with-ensurepip 	; 	nproc="$(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:-}" 	; 	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 -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/*; 		export PYTHONDONTWRITEBYTECODE=1; 	python3 --version; 		pip3 install 		--disable-pip-version-check 		--no-cache-dir 		--no-compile 		'setuptools==65.5.1' 		wheel 	; 	pip3 --version # buildkit
                        
# 2024-12-04 06:49:59  0.00B 设置环境变量 PYTHON_SHA256
ENV PYTHON_SHA256=2a9920c7a0cd236de33644ed980a13cbbc21058bfdc528febb6081575ed73be3
                        
# 2024-12-04 06:49:59  0.00B 设置环境变量 PYTHON_VERSION
ENV PYTHON_VERSION=3.11.11
                        
# 2024-12-04 06:49:59  0.00B 设置环境变量 GPG_KEY
ENV GPG_KEY=A035C8C19219BA821ECEA86B64E628F8D684696D
                        
# 2024-12-04 06:49:59  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
                        
# 2024-12-04 06:49:59  0.00B 设置环境变量 LANG
ENV LANG=C.UTF-8
                        
# 2024-12-04 06:49:59  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
                        
# 2024-12-04 06:49:59  74.78MB 
# debian.sh --arch 'amd64' out/ 'bookworm' '@1742169600'
                        
                    

镜像信息

{
    "Id": "sha256:8cd2835eeaf1f6f48e1915d4cd9b7422460cf26d02867393ebdcecd8f081764e",
    "RepoTags": [
        "ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0"
    ],
    "RepoDigests": [
        "ghcr.io/kubeflow/katib/earlystopping-medianstop@sha256:f051ff47d6e757b22745c2fa5c73f451f38b0bd99693b43b675cab480ba447a8",
        "swr.cn-north-4.myhuaweicloud.com/ddn-k8s/ghcr.io/kubeflow/katib/earlystopping-medianstop@sha256:7a5d4051d613ed8572bb1319e1bc01dde85761c41f4f3119082beb2ad0ae3ebc"
    ],
    "Parent": "",
    "Comment": "buildkit.dockerfile.v0",
    "Created": "2025-03-25T00:13:33.744040925Z",
    "Container": "",
    "ContainerConfig": null,
    "DockerVersion": "",
    "Author": "",
    "Config": {
        "Hostname": "",
        "Domainname": "",
        "User": "",
        "AttachStdin": false,
        "AttachStdout": false,
        "AttachStderr": false,
        "Tty": false,
        "OpenStdin": false,
        "StdinOnce": false,
        "Env": [
            "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=3.11.11",
            "PYTHON_SHA256=2a9920c7a0cd236de33644ed980a13cbbc21058bfdc528febb6081575ed73be3",
            "TARGET_DIR=/opt/katib",
            "EARLY_STOPPING_DIR=cmd/earlystopping/medianstop/v1beta1",
            "PYTHONPATH=/opt/katib:/opt/katib/pkg/apis/manager/v1beta1/python"
        ],
        "Cmd": null,
        "Image": "",
        "Volumes": null,
        "WorkingDir": "/opt/katib/cmd/earlystopping/medianstop/v1beta1",
        "Entrypoint": [
            "python",
            "main.py"
        ],
        "OnBuild": null,
        "Labels": null
    },
    "Architecture": "amd64",
    "Os": "linux",
    "Size": 221209322,
    "GraphDriver": {
        "Data": {
            "LowerDir": "/var/lib/docker/overlay2/474874def7319d3520ffde04044b9b2aa838ce13e50c615aa1bb7fbb5d6a5ff9/diff:/var/lib/docker/overlay2/ada371c9cc168f51c4f257f40145f632c07e2811e06c184900a494fe5fc06898/diff:/var/lib/docker/overlay2/85f392e42113e53191cac704f30fdb89562bfbc8be2dcf93e352548272060ea1/diff:/var/lib/docker/overlay2/3032ef5364776a8896f5e3ad7155155d218714feacf9710de748e0486c19cdf0/diff:/var/lib/docker/overlay2/c55ec9fc51f631e7c9924d43eac57c21de83fca4049717d9dd19e747a1e3bc0e/diff:/var/lib/docker/overlay2/9ca889da7b7bcf363653c1ab7ae8bff19ef204c70767c678afdbb003affa7920/diff:/var/lib/docker/overlay2/4e671868debc81c316710a96b160b312cec13f4863a5d49889ff3a687aa82e00/diff:/var/lib/docker/overlay2/067334506aa020c370df3f1044d159f91d167adea873fb26013ffac37cab2291/diff:/var/lib/docker/overlay2/7d8430e02190c27bf763e6047f05d09731e331512671bb112600798dfbc17acc/diff",
            "MergedDir": "/var/lib/docker/overlay2/4829f77f775beb8da82aed9e96ee3e940a6a234dbb414d116afc1421e4d1964a/merged",
            "UpperDir": "/var/lib/docker/overlay2/4829f77f775beb8da82aed9e96ee3e940a6a234dbb414d116afc1421e4d1964a/diff",
            "WorkDir": "/var/lib/docker/overlay2/4829f77f775beb8da82aed9e96ee3e940a6a234dbb414d116afc1421e4d1964a/work"
        },
        "Name": "overlay2"
    },
    "RootFS": {
        "Type": "layers",
        "Layers": [
            "sha256:1287fbecdfcce6ee8cf2436e5b9e9d86a4648db2d91080377d499737f1b307f3",
            "sha256:e2f88fe30c9c76b82a0c50abeaff79d58dcdf1e9b6be0dabf71c6be04089cfb7",
            "sha256:97d879c3dfa3169a12e5805e44138de6bd35674a108ca846f4c93ad95edaa222",
            "sha256:e394b4c0757a46d370af1ed2ab905ad01194de83844be926db461293ce378eda",
            "sha256:77d3c979d704db2b6d792e6f4bdef4cd863aae96386b10a65cac31cc16a26633",
            "sha256:c982375cb2d67ad5e2d34520bace401f1fca9ac623babd889bfe485add150abc",
            "sha256:a0dde6438a4803d15882d1bfb54d64f487cb0076d6955468622326b7d3cf9671",
            "sha256:5f70bf18a086007016e948b04aed3b82103a36bea41755b6cddfaf10ace3c6ef",
            "sha256:c64c5ece8b55235d1fd8b982fc106a18852629e880419270b07370e90fd68799",
            "sha256:18225beb325ae403e312f7a518fb8b37124aa135523b5839b6c1b6b35ae912f7"
        ]
    },
    "Metadata": {
        "LastTagTime": "2025-07-07T15:37:27.386518211+08:00"
    }
}

更多版本

ghcr.io/kubeflow/katib/earlystopping-medianstop:v0.18.0

linux/amd64 ghcr.io221.21MB2025-07-07 15:37
6