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Knowledge baseOctober 6, 2026

From torch.profiler to Hardware Cycles: A Practical Profiling Playbook

AWS Trainium: designed from the ground up for next generation AI training and inference is now a standard PyTorch device. When you need to optimize, the tools are built in. Esha Lakhotia and Pinak Panigrahi of Amazon Web Services will walk you from torch.profiler capture to…

PyTorch·YouTube — PyTorch Official
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Key Takeaways
  • 01.AWS Trainium: designed from the ground up for next generation AI training and inference is now a standard PyTorch device
  • 02.When you need to optimize, the tools are built in
  • 03.Esha Lakhotia and Pinak Panigrahi of Amazon Web Services will walk you from torch.profiler capture to…

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