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Minimum Requirements - Running Policies in production/ Training Policies

Open rkeshwani opened this issue 1 year ago • 1 comments

I was wondering what types of hardware can policies trained using lerobot can run on. Lets say I wanted to run policies in production on say a raspberry pi. Is it possible to run training on beefier hardware and then deploy policies to lower-end hardware to run? Is it better to record with various cameras or just use the same camera? What is the minimum quality?

You have tutorials on training and evaluating policies but nothing about deploying to production. Would be interesting to see this.

Thank you

rkeshwani avatar Nov 17 '24 17:11 rkeshwani

this would be helpful

The-Michael-Chen avatar Mar 01 '25 02:03 The-Michael-Chen

This essentially comes down to the RAM and the size of your model. As long as the model weights that you need can be loaded into the device RAM, then you should be good to go.

imstevenpmwork avatar Apr 07 '25 16:04 imstevenpmwork