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Introducing Keras Kinetic: Cloud Execution Library
Introducing Keras Kinetic: Cloud Execution Library
 ### François Chollet@fchollet
今天 Keras 社区活动上介绍的最疯狂的东西可能就是：Keras Kinetic，一个可以通过简单的装饰器在云端 TPU/GPU 上运行任务的新库 —— 就像 Modal，但支持 TPU。
当你调用一个被装饰的函数时，Kinetic 会处理整个远程执行流程：
- 打包你的函数、本地代码和数据依赖项
- 通过 Cloud Build 构建包含依赖项的容器（首次构建后会缓存）
- 在带有请求加速器（TPU 或 GPU）的 GKE 集群上运行任务
- 将结果返回到你的本地机器（日志实时流式传输，函数返回值就像在本地运行一样被传回）
Apr 3, 2026, 5:29 PM View on X
7 Replies
3 Retweets
15 Likes
2,098 Views  François Chollet @fchollet
One Sentence Summary
Keras Kinetic is a new library that enables seamless remote execution of jobs on Cloud TPU/GPU via a simple decorator.
Summary
Keras Kinetic is introduced as a new library designed to simplify cloud execution. It allows developers to run functions on remote GKE clusters (TPU/GPU) using a simple decorator, handling packaging, container building, and execution automatically. This significantly lowers the barrier for cloud-based AI training and inference.
AI Score
92
Influence Score 9
Published At Today
Language
English
Tags
KerasKinetic
CloudComputing
TPU
GPU
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