ML流对TensorBoard对sNeptu
面向什么时候ML元数据管理缩放
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vs系统
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vs系统
实验发展到百分百你的团队也壮大
运行时滑动性能和笨拙工作变通协作
正在减慢你是时候你试海王星
![](https://i0.wp.com/www.musclechai.com/wp-content/themes/neptune/img/blocks/hero/hero-stars--414w.png?resize=419%2C700&ssl=1)
深入潜入ML流、Tensorboard和Neptu
只显示差数
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ML流
![腾索波德](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/TensorBoard.png?fit=300%2C300&ssl=1)
腾索波德
海王星
商业需求
商业需求
产品是作为商业软件、开源软件或受控云服务提供
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开源
![腾索波德](https://i0.wp.com/www.musclechai.com/wp-content/uploads/2022/11/TensorBoard.png?fit=300%2C300&ssl=1)
TensorBoard开源,TensorBoard.dev免费托管云服务
托管云服务
通用能力
搭建
无服务器UI
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对
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对
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kb88凯时开户平台
日志显示元数据
数据集
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代码版本
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度量损
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丰富格式
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预测可视化
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预测视觉化
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预测视觉化(图像-交互式混淆矩阵图像分类)
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农城
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预测可视化(图像-叠加预测屏蔽图像分割)
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农城
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预测可视化(图像-重叠预测框检测对象)
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号
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农城
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硬件消耗
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TPU系统
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系统信息
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环境配置
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文件类
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比较实验
参数和度量
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参数重要性绘图
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富格式(并排)
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视频
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音频
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绘图
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交互式可视化
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神经网络直方图
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预测可视化(图像、视频、音频)
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代码解析
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Git-Git
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-源文件
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环境
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Pip需求t
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- condaenv.yml
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-多克多克文件
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硬件
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系统信息
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-执行命令
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数据版本
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文件类
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模型类
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CSV
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自定义比较仪表板
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登录笔记本/编码定制比较
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组织搜索实验和元数据
可复制性可追踪性
协作和知识分享
交互项目级报表
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模型寄存器
模型编译
模型线程和评价历史
存取控制模型审查模型推广模型
整合支持
模型培训
数据版化
模型编译
LLM
表于2023年1月26日更新某些信息可能过期
报表过期资料来.
报表过期资料来.
球队不做慢
两者都容不下海王星
海王星为受ML流和TensorBoard限制的团队提供轻量解法 大规模协作运行MLOPs