镜像概览
- 完整引用
docker.io/allegroai/clearml-agent-services- Registry
- docker.io
- 命名空间
- allegroai
- 仓库
- clearml-agent-services
- 已缓存 Tag 数
- 7
- 最近同步
- 07/06/2026, 05:09 PM
简介
ClearML Agent 辅助服务镜像，提供文件服务、指标上报与任务调度接口，配合 clearml-agent 与 ClearML Server 构建 MLOps 流水线。
详细介绍
allegroai/clearml-agent-services 打包 ClearML 代理侧 HTTP 微服务，负责 artifact 上传下载、日志流与远程命令通道。通常与 self-hosted ClearML Server 及 worker agent 同网段部署，非面向公网的独立产品 UI。与 MLflow tracking 相比更偏实验编排与 GPU worker 管理；Kubernetes 中可作为无状态 Deployment 供多个 agent Pod 调用，凭证经 ClearML API 配置。
快速启动
docker run -d --name clearml-agent-services \
-p 8080:8080 \
-e CLEARML_API_HOST=https://clearml.example.com \
docker.io/allegroai/clearml-agent-services:latest
推荐实践
docker run -d --name clearml-agent-services \
--restart unless-stopped \
-p 8080:8080 \
-e CLEARML_API_HOST=https://clearml.internal \
-e CLEARML_API_ACCESS_KEY=your-key \
-e CLEARML_API_SECRET_KEY=your-secret \
-e CLEARML_AGENT_LOG_LEVEL=INFO \
docker.io/allegroai/clearml-agent-services:1.14.0
核心参数说明
-p 8080:8080— Agent 辅助 HTTP 服务端口-e CLEARML_API_HOST— ClearML Server API 地址-e CLEARML_API_ACCESS_KEY/SECRET_KEY— 代理认证凭据-e CLEARML_AGENT_LOG_LEVEL— 日志 verbosity--restart unless-stopped— 训练任务通道持续在线- 固定 tag — 与 ClearML Server 大版本对齐
Kubernetes
apiVersion: apps/v1
kind: Deployment
metadata:
name: clearml-agent-services
spec:
replicas: 2
selector:
matchLabels:
app: clearml-agent-services
template:
metadata:
labels:
app: clearml-agent-services
spec:
containers:
- name: services
image: docker.io/allegroai/clearml-agent-services:1.14.0
ports:
- containerPort: 8080
envFrom:
- secretRef:
name: clearml-agent-credentials
---
apiVersion: v1
kind: Service
metadata:
name: clearml-agent-services
spec:
selector:
app: clearml-agent-services
ports:
- port: 8080
targetPort: 8080
ClearML API 凭据经 Secret 注入；与 GPU worker agent 同 namespace，内网 ClusterIP 即可无需公网 Ingress。
最新 Tag（20 条）
查看全部 7 个 Tag →| Tag | 架构 | 推送时间 | 大小 | Digest | 同步 | 期望 | 操作 |
|---|---|---|---|---|---|---|---|
docker.io/allegroai/clearml-agent-services :services-1.3.0-80 | linux/amd64 | 2024/08/04 20:07 | 420.7 MB | sha256:a00d46a52a39… | |||
docker.io/allegroai/clearml-agent-services :services-1.3.0-77 | linux/amd64 | 2023/10/24 21:43 | 405.5 MB | sha256:477742d151d3… | |||
docker.io/allegroai/clearml-agent-services :services-1.2.0-51 | linux/amd64 | 2023/05/19 23:20 | 411.0 MB | sha256:a94e6617b82d… | |||
docker.io/allegroai/clearml-agent-services :latest | linux/amd64 | 2021/12/05 17:28 | 386.7 MB | sha256:9cea53532a1e… | |||
docker.io/allegroai/clearml-agent-services :services-1.1.1-44 | linux/amd64 | 2021/12/05 17:28 | 386.7 MB | sha256:9cea53532a1e… | |||
docker.io/allegroai/clearml-agent-services :services-1.0.0 | linux/amd64 | 2021/12/05 17:25 | 384.5 MB | sha256:2d22f0010a10… | |||
docker.io/allegroai/clearml-agent-services :apps-5 | linux/amd64 | 2021/06/09 00:25 | 397.8 MB | sha256:ee3f8d6af867… |