François Chollet (@fchollet) “Perhaps the craziest thing that was introduced on the Keras community call today” — TopicDigg
Perhaps the craziest thing that was introduced on the Keras community call today: Keras Kinetic, a new library that lets you run jobs on cloud TPU/GPU via a simple decorator -- like Modal but with TPU support.
When you call a decorated function, Kinetic handles the entire remote execution pipeline:
- Packages your function, local code, and data dependencies
- Builds a container with your dependencies via Cloud Build (cached after first build)
- Runs the job on a GKE cluster with the requested accelerator (TPU or GPU)
- Returns the result to your local machine (logs are streamed in real time, and the function's return value is delivered back as if it ran locally)
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