比较
海王星vs系统亚马逊Sagemaker
vs系统
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
![](https://i0.wp.com/www.musclechai.com/wp-content/themes/neptune/img/blocks/hero/hero-stars--414w.png?resize=419%2C700&ssl=1)
只显示差数
海王星
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
亚马逊Sagemaker
商业需求
商业需求
单片或广度ML平台
单机组件
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
AWSSagemaker生态圈
产品是作为商业软件、开源软件或受控云服务提供
托管云服务
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
托管云服务
通用能力
搭建
无服务器UI
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
kb88凯时开户平台
日志显示元数据
数据集
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
代码版本
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
度量损
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
丰富格式
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
神经网络直方图
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
预测视觉化
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
预测视觉化(图像-交互式混淆矩阵图像分类)
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
农城
预测可视化(图像-叠加预测屏蔽图像分割)
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
农城
预测可视化(图像-重叠预测框检测对象)
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
农城
硬件消耗
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
TPU系统
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
系统信息
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
环境配置
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
文件类
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
比较实验
参数和度量
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
参数重要性绘图
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
富格式(并排)
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
视频
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
音频
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
绘图
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
交互式可视化
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
神经网络直方图
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
预测可视化(图像、视频、音频)
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
代码解析
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
Git-Git
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
-源文件
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
环境
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
Pip需求t
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
- condaenv.yml
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
-多克多克文件
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
硬件
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
系统信息
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
-执行命令
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
数据版本
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
文件类
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
模型类
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
CSV
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
自定义比较仪表板
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
登录笔记本/编码定制比较
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
组织搜索实验和元数据
可复制性可追踪性
模型寄存器
模型编译
存取控制模型审查模型推广模型
整合支持
模型培训
模型服务
数据布列克
号
![sagemaker](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/aws-sagemaker.png?fit=250%2C255&ssl=1)
号
模型编译
LLM
关键长处海王星之后呢
![](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2023/04/CV-compare-runs-dashboard.png?fit=1020%2C613&ssl=1)
- 单机组件易联结多ML框架
- 可定制元数据结构自定义比较仪表板
- 数据集和模型编译
- 更多开发协作分享特征
已经使用亚马逊Sagemaker?
![](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2024/01/Integrations-Sagemaker.jpg?resize=768%2C403&ssl=1)
可使用Neptune改进跟踪组件SAGERMAKER和Neptune很容易整合并提供更多价值
多队成功整合海王星SageMaker管道并以此实现更好的结果
5分钟内将海王星和代码整合
千万别过头