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Profiling batch job with multiple instances

I have a quick question: I'm running a batch job with a parallelism setting of 8, processing 100 tasks. I want to perform GPU profiling with our PyTorch code. While we can do this in a notebook with a single instance, the batch job runs multiple instances in parallel. Do you have any suggestions on how to approach GPU profiling in this setup?

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