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What's your workflow with cloud GPUs?
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What is your workflow when coding and developing ML models?

At this point I am aiming for the following setup:

  1. code things on my laptop in VSCode,
  2. debug the model with smaller hyperparameters on laptop's local GPU,
  3. upload code from laptop to github repository,
  4. login into LambdaLabs,
  5. run a script that downloads training data, clones the github repository and starts training.

I'm wondering if there is something more streamlined.

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1 year ago