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文档中心 TI-ONE 训练平台操作指南任务式建模内置镜像列表

内置镜像列表

最近更新时间：2023-12-20 16:50:36

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本页目录：

简介
- 内置镜像列表

简介
TI-ONE 内置了主流的 TensorFlow、Pytorch、PySpark 等深度学习和机器学习框架，同时推出了自研训练加速框架 Angel，其中 tilearn-llm 是为大模型定制的训练加速组件，已内置在平台通用训练镜像中，同时支持 Notebook 和任务式建模。
内置镜像列表
镜像名称
版本
支持的训练模式
TensorFlow
ti-acc1.0-tf1.15-py3.6-cuda10.0-gpu
PS-Worker
﻿
tf1.15-py3.7-cpu
PS-Worker，MPI，Horovod
﻿
tf1.15-py3.7-cuda10.0-gpu
﻿
﻿
tf2.4-py3.8-cpu
﻿
﻿
tf2.4-py3.8-cuda11.1-gpu
﻿
PyTorch
tilearn-llm0.4.2-torch2.1-deepspeed0.10.0-py3.10-cuda12.1-gpu
DDP
﻿
ti-acc1.0-torch1.9-py3.8-cuda11.1-gpu
DDP
﻿
torch1.9-py3.8-cuda11.1-gpu
DDP，MPI，Horovod
Spark
spark2.4.5-cpu
Spark
PySpark
spark2.4.5-py3.6-cpu
Spark
﻿

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